-27 (China Artificial Intelligence Conference) was held at the Friendship Hotel Beijing in July 26th CCAI2015. The conference organized by the China Association for science and technology, Ministry of science and technology, guide to Chinese Academy of Sciences, China Artificial Intelligence Association launched, CSDN contractors, designed to create the annual gathering of the artificial intelligence in the field of domestic largest, specifications of the highest academic and technical, apex level experts and scholars and industry at home and abroad together, many academicians, it giants, Dean of the graduate school, a top company responsible person will be the latest application share the theme of the report, 1000 + first-line technical field of the elites to participate in the discussion. [detailed]
Guest interview with IBM, the Soviet Union: the key technology of cognitive computing [introduction to the main lecturer][thematic forum lecturer][University Research heavy lecturer gathered five reasons] [Li Hang, the lecturer's point of view: deep learning is still limited to the complexity of the pattern recognition Zhou Ming: the computer can "understand" how much our language? ] Schedule full announcementGuest speaker[Conference Guide] Innovative product display
17:10"Artificial intelligence and cognitive science" sub forum to enter the discussion session, you experts for the problem of the audience to make a detailed answer. [details]
17:00Jingdong data and the Department of machine intelligence, Yang Yang, the person in charge of the focus of the development of commercial products Jingdong JIMI - Intelligent chat robot technology to achieve. Product form is Jingdong master customer intelligence (page single pre-sale consultation, after-sales service, gossiping, encyclopedia, exclusive service), mobile robots and business intelligent assistant (semi-automatic and fully automatic reception, business management background). Jingdong home coverage, pre sales and customer service, and social networking platform, etc.. Core technology of NLP system, natural language NLP processing, in particular to intention recognition (feature extraction, multidimensional classification model, Chinese grammar analysis), named entity recognition (information extraction generalization, structured resource library), the response engine (interactive scene, memory capacity, ask answer); machine learning, supervision, semi supervised and unsupervised learning, based on user feedback learning (responsible for hundreds of thousands of model the effect of automatic lifting), evaluation system and heterogeneous information fusion and mining massive data mining and structure of knowledge base (based). Finally, based on the user portrait of the advisory services, is divided into personalized features and intentions to predict. [details]
16:50Suzhou Si Chi co founder, chief scientist Yu Kai said: human computer interaction is a field of artificial intelligence. From the historical change of human-computer interaction, initially 1980 to organize the material up. At the end of the 90s network in place, and the formation of browsing based interaction, coming after Google and Baidu, search stimulus natural language development, is now a multimodal processing. Change from text to processing tasks. From the process point of view, from the computational intelligence to the perception / expression of intelligence, and then to cognitive intelligence, and finally to abstract knowledge processing. Traditional human-computer speech interaction model, from speech recognition to semantic analysis, and then to deep learning to achieve. He shared an interesting video that was initially seen as a dialect that could not be effectively identified. But the core is the machine can not understand the correct and interrupted. In human computer interaction, what time, said that what will affect the interactive process. Multi wheel interaction model should include more technologies, such as cognitive intelligence in human computer interaction, static cognitive, dynamic cognitive, evolutionary cognitive. [details]
16:40Yaoli, a professor at Beijing Normal University, State Key Laboratory of cognitive neuroscience and learning "main members, information science and technology, from functional magnetic resonance imaging (fMRI) exactly what can begin today's speech, the theme of his speech is based on the visual neural photography technology Information coding and neural feedback ", he from two aspects of the expansion. The first is based on neuroimaging of visual information encoding and decoding. Second, based on feedback neural cognitive function improvement, the latter mainly attempts to solve scientific problems is how to control the patterns of activity in the brain to regulate and improve the ability of human perception and cognition. [details]
16:30Sun Fuchun, a professor of computer science at Tsinghua University, shared the "multi modal dynamic data and its research". Multi modal dynamic data is a tightly coupled data time series, which is collected by different methods or perspectives, for a transaction to be described. At present, the heterogeneity of the data of different sensors makes the fusion very difficult and difficult to correct. Multimodal fusion is an important part of the application of robotic fine manipulation. For example, heterogeneous sensor fusion, more is based on the combination of sparse encoding fusion. The goal of the future is to learn from the multi modal fusion information and experience, to the fine operation, and ultimately to achieve a high intelligent robot. [details]
16:20Li Yuan Qing, director of the research center of South China University of Technology Professor, brain machine interfaces and brain information processing first introduced the schematic diagram of the brain machine interface, then he introduces the example of a simple hybrid intelligent system, then he shared two brain machine interface applications. One is consciousness disorder ("vegetable") detection of consciousness. The second is consciousness detection based on auditory BCI. He also combined with the video to do a demo. [details]
16:10Professor of computing, Chongqing University of Posts and Telecommunications, Wang Guoyin, director of the Key Laboratory of Computational Intelligence in Chongqing to share the theme of multi granularity two-way computing". Used to be one-way, computer and brain computing. But now it can be concluded from the analysis: whether the brain calculation and calculation can realize the conclusion of two-way exchange. He gave a few examples to illustrate this point. For deep learning, the model structure can be and into, so great success has been achieved. "In my opinion, this is due to a neural network between different granularity levels." In the depth of the network, the problem of multi granularity is now doing more data changes, the process of particle size optimization. And more to consider is that the multi granularity joint problem solving information expression space, how to achieve a two-way transformation. This is an effective way to deal with large data cognition. [details]
16:00The theme of the speech, Tianzi Jiang, director of the Chinese Academy of Sciences Institute of automation of brain networks group research center is the calculation brain network group Brainnettome and brain actually ", he said on brain networks group is use the brain network as the basic unit of the group, which is composed of a link between brain network nodes and node two basic elements, these two elements in the macro -, meso - and micro scale to define, he also gives a detailed introduction to the brain network map of what role, photos of brain networks spectrum is the basis for the calculation of brain. He believes that group of brain networks for understanding of the brain and the brain disease opens up new ways and photos of brain networks spectrum is division of basic unit of clear brain function and connection mode of the basic tools, calculated for the class of brain architecture design provides basic biology, elucidation of brain network information processing mechanism, transmission and processing of dynamic process and calculated for the establishment of a class of brain theory and algorithm of lay the foundation, even for brain information processing part of the awareness for the right brain computing can also have an important role. [details]
15:50After a brief rest, "artificial intelligence and cognitive science" sub forum in the national defense science and Technology University professor Hu Dewen under the auspices of the official start. First he shared two large-scale planning: "audio-visual information cognitive computing" from 2008 to 2015, three key technologies, audio-visual information collaborative computing, and audio visual sense cognition related to brain computer interface, natural language understanding; two integrated platform: unmanned vehicles, brain machine interface. "China brain project", the overall idea from 2015-2030, the research goal is to understand the brain, brain simulation, development and protection of brain. Therefore, the "artificial intelligence and cognitive science" forum will focus on three aspects of the discussion: brain intelligence, hybrid intelligence, application prospects. [details]
14:55"Machine learning and pattern recognition" sub forum to enter the discussion session. All guests face the problem of the audience, to make their own solutions. [details]
14:45Jingdong Intelligent Communications Director Dan from the aspects of practice, the major share of the three aspects: current artificial intelligence (depth of learning) in addition to the Turing test there is no better products to evaluation, and Jingdong online intelligent service robot, through the online user communication, give full satisfaction evaluation, systematic analysis of whether intelligence, from third party data show that higher than artificial satisfaction. The second artificial intelligence includes technology, closed type this particular scene, can measure; the third is knowledge mapping analysis, such as user portrait, not simple data label, and from the deep point of view is label input, DNN reasoning, get deeper relationships, including family, social, purchase analysis, habits, etc., so as to achieve the effect of precision marketing. Jingdong 618 big promotion, is artificial (simple label) 2.3 times. [details]
14:30Yu Jian, head of the Department of computer science at the Beijing Jiaotong University, talked about what is the knowledge? He believes that knowledge representation has frame structure and semantics, but it can't realize automation when it is in the learning stage. For knowledge map, first of all, it should be clear what is knowledge, how to express knowledge, knowledge can be expressed in language. In addition, what is learning, popular learning is through the accumulation of data, the performance of the system to improve, with the experience of growth, the corresponding increase in knowledge. Knowledge is made up of concepts. To mention the concept, we should first make clear the proposition. And there is a lot of concept is not clear definition, so the concept of artificial intelligence identification is an important ability, artificial intelligence is the key to the progress of theory, rather than the progress of technology. [details]
14:15Huawei Noah's ark, director of the laboratory for jieying mentioned that if you describe artificial intelligence is the moon, then now means a lot is in climbing, mountain climbing, build a spaceship etc., development speed is faster. He shared three examples. The first is the beginning of deep learning in 2006, but until 2012, is the first phase. 2012 - now, deep learning's progress is refreshing. Google's DeepMind depth reinforcement learning, as well as Q-learning and so on, with a stronger computing power, there will be a stronger machine. The second is the neural network of the Turing machine can simulate the human brain's short-term memory, external network to read and write through the external memory completed, and after the memory storage, by searching to perform some logic. Third is deep learning brings a lot of opportunities for natural language processing.
14:05Liu Chenglin, director of the State Key Laboratory of automatic identification of Chinese Academy of Sciences from the perspective of pattern recognition to share his views on artificial intelligence, including the status quo and development trend of pattern recognition. Artificial intelligence is a very hot word, the scope is very wide, the most important is the perception And cognitive, he said from the beginning of the 80's pattern recognition and artificial intelligence began to merge. The most important field of pattern recognition is deep learning and big data, for pattern recognition of the future of the road, he said that from the perspective of the application of pattern recognition, there are two aspects obviously not Foot, the first is based on large data base, in reality need to collect a large number of samples and data, so a higher threshold, the second pattern recognition and pattern recognition is not the same, and great room for improvement. So, the future pattern recognition or content knowledge Do not, as well as adaptive learning, small sample learning, multi-modal learning, multi task collaboration, etc.. [details]
13:55Machine learning and pattern recognition "forum, chief researcher at Microsoft Research Institute, natural language computing group manager Zhou Ming said: strong demand driven and data driven system level promotion, calculation ability (Cloud Computing), the user enters the loop, man - machine have better cooperation, become the new development opportunities for artificial intelligence. From the point of view of technology, computational intelligence, memory, intelligence is close to; intelligent perception is close to the practical; cognitive intelligence (mainly is natural language understanding) the rapid development, such as from segmentation, NER, SRL, quizzes and other established good technical system, with text, context and domain adaptation problem; question answering system focus problem is understanding, the combination of multiple problems of reasoning and multi-agent; reflect the highest level of cognitive ability is a natural language human-computer interaction. Statistical machine learning in the use of a variety of technologies, the bottleneck to the data, especially with marked data acquisition and occupation of large. At present, there are some problems such as data sparsity, migration, training ability and so on. [details]
13:45"Machine learning and pattern recognition" forum, Professor of the Department of intelligent science, Peking University, the Key Laboratory of machine perception and intelligent education of the Ministry of education Cha Hongbin, "what has been obtained from deep learning? What should be done "to share. In his view, the essence of intelligence is the ability to change the environment and its own state, in the case of the existing knowledge and data is not sufficient to predict. And the basic way to get predictive ability is to learn. Learning is the core content of the research of artificial intelligence. From the point of view of the research process, including physical symbolism, expert system, shallow layer neural network, deep learning. The automatic selection and concept features, from manual operation, to learn to independent learning by rote. But is deep learning really independent? Autonomous learning should be able to automatically define the learning goals, to obtain the required data, through their own ability to complete the study, the establishment of social networks, to achieve the accumulation of knowledge. And the significance of independent learning, he believes that the first solution to the problem of symbolic grounding, followed by the framework to solve the problem, so that intelligent evolution will usher in the starting point for the development of intelligent. Finally, the importance of the study of machine perception, the professor believes that only machine perception can interact with the human machine environment, and then in order to independent learning, so as to achieve intelligent evolution.
13:302015 Chinese artificial intelligence Conference (CCAI 2015) into the afternoon session of the forum. Today many experts will be invited to discuss the "machine learning and pattern recognition" and "big data opportunities and challenges". Among them, the machine learning and pattern recognition sub forum in the Chinese Academy of Sciences, the Institute of automation, Zong Chengqing, under the auspices of the official start. [details]
Zong Chengqing, a researcher at the Institute of automation of Chinese Academy of Sciences, put forward a number of thinking about artificial intelligence: 1 what is the technology of artificial intelligence. 80-90 in the last century, artificial intelligence, and was overwhelmed by an unexpected favour "" give off an unbearable stink". 30 years later, artificial intelligence once again get hot. Whether artificial intelligence has a new meaning? What is the core content of artificial intelligence? Aside from natural language understanding, image and video recognition and understanding, search algorithms, knowledge engineering, but also what? 2 machine learning in less than 10 years, the transfer of learning, Reinforcement learning, probabilistic model, deep learning has been touted as one after another. Before the deep learning method each time will last for 2-3 years but sadly out of favour. No matter what kind of statistical learning methods are built on a large scale test samples on top of the model, it is difficult to do with an anti three. Machine learning is on the right path, and to the right direction of development? 3 the deep learning (DL) method and artificial neural network (ANN) method in mathematics has no essential difference. Is only the deepening of the network layer, then the number of layers of network is "deep enough"? 4 on natural language understanding, in natural language processing (NLP), a lot of problems have been translated into classification problems or sequence tagging problem. But different problems using the same solution, for different processing tasks with the same processing ideas, nature will not be a good result. To truly realize from "processing" to "understand" the way out? 5 image, video analysis as a model to identify the most basic problem, in the boundary segmentation and pattern matching, retrieval and other aspects have made some excellent results. But to what extent reflects the "smart", from "understanding" how far? 6 intelligent systems, a practical system requires a variety of technology integration, rather than the results of a single technology. Such as unmanned vehicles. And simple technology integration will become a "intelligent system"? In addition to the "Turing test", how to measure an application system of wisdom can? In the end, it's about tracking and holding. Every year technology changes quickly. Some are raised, some short-lived, and some have been left out in the cold due to changes in the performance of the hardware and this to the crest, or even a number of cycles. How to grasp the balance of cold and heat in the lively, not only keep the cold quiet mind, but also stick to their academic ideals?
11:25IBM China Research Institute of big data and cognitive computing research director Sue in the report of the topic is "from WATSON to cognitive computing". In the Soviet Union, cognitive computing in the face of the previous problems mainly include: the availability of data, as well as the complexity of the algorithm requires a strong computing power. Su from IBM's research department to create cognitive computing work began in the man-machine chess, including machine self-learning ability, distributed computing ability. The new trend is the popularity of big data applications, as well as the multilayer neural network model, in the multilayer neural network, each hidden layer are feature extraction, very slow convergence can be stratified by learning to accelerate and these calculated for cognitive development brings new opportunities. [details]
Brain mechanism from the point of view, Su believes that cognitive computing requires a combination of left and right brain: brain partial logic, calculation more right partial cognitive. IBM made a study of the class of brain computing architecture, IBM believes that Moore's law to come to an end (7Nm technology can also run for a few years, but the distance from the molecular diameter of 2nm has been very close), means that the calculation speed near the ceiling. A class of brain structures with no separate bus and memory, the computer architecture inside the abolition of the bus and CPU communication between the problem, in the multi layer neural network computing speed and power consumption has a strong advantage. But there is a problem how to program the chip architecture, because the current programming model is not suitable.
In general, cognitive computing should pay attention to three aspects in the future: 1 computing architecture, application and programming model changes; 2 combination of big data including the understanding of unstructured data; 3 new generation of human-computer interaction technology. Su also said that from 2011 to the present, WATSON IBM's cognitive computing is to allow the machine to understand natural language, not only to answer questions, but also to be able to debate and human.
10:15Academician of the Chinese Academy of engineering, Chinese University of Hong Kong (Shenzhen) president Xu Yangsheng exercises for the follower robots do intelligent "theme of the report. He mentioned that the robot should have three aspects of the ability: action, perception, cognition, and the robot's actions include climbing, grasping, walking, jumping, flying...... And so on, on the intelligence of several problems from the action to he made a detailed introduction to the climbing robot, calligraphic robot, rescue robots, service robots, a full range to car research objectives, action and a live demonstration in the form of video. [details]
Xu Yangsheng, said scientists fifty years to focus on the movements of the robot, now it is time to think about the problem of intelligent. He also talked about the he now has been under consideration include: first is how to learn from the nature, such as human needs is not only in the structure, but also to in sports, provide flexibility, reduce energy consumption, in the area of artificial intelligence research should how to learn from the nature. The second problem is where intelligence comes from, for example, a variety of intelligent learning algorithms should be to model learning; by demonstration learning whether it should be to learn from people. Furthermore, the study of artificial intelligence should be to learn from animals? On whether behavior collective should study the crowd. About big data and intelligence, he believes that this is a train of two wheels, both of which are indispensable, so these two things are linked together. Finally, the third problem is the intelligence can be extended, human intelligence can not be extended? How this extension will be formalized. He analyzed the above three aspects respectively, to talk about their own views.
9:05Academician of the Chinese Academy of Sciences, vice chairman of the China Institute of artificial intelligence, Tan Tieniu, published a report on the status and prospects of the development of artificial intelligence. This report to answer an important question, artificial intelligence in the end is the devil or angel? Because in different descriptions, artificial intelligence is either described as an angelic technique, or is portrayed as the devil's technology. He said that in the development of artificial intelligence in the past 60 years, although the road ups and downs, but fruitful. Both the original theoretical innovation, key technological breakthroughs, or the scale of industrial applications are brilliant. Due to the broad application prospects of artificial intelligence and the important significance of the country, has been the government departments, academic and other multi - attention. There are 7 main current: 1 Internet and big data to promote artificial intelligence into the new spring. 2. Special artificial intelligence made breakthrough progress, in single point breakthrough, local intelligence level individual test surpass human intelligence, humanoid robot in Japan, American cheetah robot, industrial robots in Germany, Google unmanned driving a car and our intelligent human-machine dialogue, speech translation, face recognition, iris recognition, gait recognition, image (photo) forgery detection. 3. General artificial intelligence remains a long-term and arduous task, the human brain is a general intelligent system, can draw inferences about other cases from one instance, mastery, a brain million. Compared with the existing artificial intelligence gap is still relatively far. For example, no wisdom, no emotional intelligence, not "calculation" and so on. 4 the application of artificial intelligence industry is booming. 5 business magnates of artificial intelligence industry chain layout. 6 artificial intelligence has risen to the height of the national strategy. 7 the social impact of artificial intelligence has aroused widespread concern. [details]
Tan Tieniu believes that: the current situation of the development of domestic Tan Tieniu can be summarized as: national attention, the situation is gratifying, the gap is not small, promising. The development trend and prospect, Tan Tieniu analysis: first of all, artificial intelligence will become key technology of intelligent times; secondly, artificial intelligence will lead the second machine revolution; third, artificial intelligence to reshape the industry pattern; fourth, artificial intelligence will of the social structure produced a significant impact. Human cooperation and coexistence will become the new normal; fifth, artificial intelligence to promote information technology and the depth of the brain cognitive science, seventh, artificial intelligence community will enhance the agenda.
In the view of Tan Tieniu: "the opportunities and challenges facing our country, the national governance system and governance capacity modernization cannot do without the support of intelligent technology;" Chinese manufacturing 2025 "," Internet plus "action of artificial intelligence put forward the great demand; development of intelligence industry and intelligence economy needs continuous innovation of artificial intelligence; 'machine substitution' imminent, transformation and upgrading is still a pressing matter of the moment; the aging society to create opportunities for artificial intelligence industry. Of course, in terms of institutional mechanisms, personnel and other aspects of the challenge."
8:55Chinese Academy of engineering, Chinese Academy of artificial intelligence academician Li Deyi opening speech. He said that China Conference on artificial intelligence is a festival of China Artificial Intelligence Association sponsored by the artificial intelligence in the field of domestic high level academic and technology, the research and application of artificial intelligence in recent years, showing explosive growth trend. Both of US President Barack Obama proposed brain project, the brain science program, or China's intelligent manufacturing 2025, as well as the robot revolution. There are still concerned about the development of old science and artificial intelligence cross brain research, has become a new round of industrial revolution engine. The State Council recently issued the guiding opinions on promoting Internet plus action, Internet plus again mentioned in this document, including a mention of the artificial intelligence intelligence, as one of the important areas of the layout of the deep.
The conference will our country intelligence industry academia, provide a Huitong fusion depth exchange platform for domestic and foreign well-known experts and common intelligent, will become smart society influence. Let us jointly promote artificial intelligence learning and artificial intelligence industry has become a new economic growth point for the development of science and technology in our country to make new and greater contributions.
8:50In 2015 China Artificial Intelligence Conference (CCAI 2015) director of the Tsinghua University and State Key Laboratory of intelligent technology, the conference program committee chairman Ma Shaoping presided over the opening ceremony, he said: "the purpose of this meeting is the founder of the scale of the field of artificial intelligence, the largest size high level is the highest academic and technical event at home and abroad together top experts and industry circles around the newest hotspot and development trend of the topic for discussion and communication, and for" machine learning and pattern recognition "and" big data opportunities and challenges "and" artificial intelligence and cognitive science "and" intelligent robots of the future "four theme seminars artificial intelligence, to create the domestic advanced technology and academic exchange platform."
17:00After the end of the five group discussion, the future of artificial intelligence and robotics sub forum to enter the whole discussion session, the experts to solve the problem for the audience to make a detailed answer. [details]
15:45The first discussion direction: "what is artificial intelligence? What is a robot? What is the relationship between artificial intelligence and robotics?" (1), iFLYTEK Senior Vice President Hu Yu said: artificial intelligence has two levels: artificial method to make the machine intelligence; mechanical or computer behavior behavior looks smart. The ability to think more of a machine is more like a brain or a brain. Graphics recognition, speech recognition and other technologies are in order to make the machine can have more like people's behavior. Artificial intelligence and robot are two aspects of a thing. Artificial intelligence, for example, is a noun in the computer science, and the robot is a noun in the machine and electronics. (2) Professor Zhao Jie, a professor at Harbin Institute of Technology, said: "the concept changes with the development of technology. To the ultimate goal, it's like a human being. Not only function, shape, but all aspects of people like. Now the difference is due to the lack of technical development. The relationship between artificial intelligence and robotics? This is a simple and complex problem. Because what is human, it is difficult to define. Philosophical perspective, with the perception, thinking, decision-making and execution capabilities of the machine, to help people achieve production and other objectives. (3) Xu Fang, President of SIASUN Robotics Institute, said: the existing robots are taught how to do it, not what they do. The "teaching" process, is the most important relationship between the robot and the robot. (4) small I robot co founder, President and chief technology officer Zhu repeatedly said: enough complexity will be able to produce intelligent. Intelligence is not unique to a person. More robots are automated machines. Robot is a kind of application of artificial intelligence, intelligent robot is a kind of synthetic embodiment of artificial intelligence, it is the goal of human, so that the machine can finish the work. In the development process, there will be a lot of different. [details]
The second direction is "artificial intelligence" in theory, what are the major advances in technology?" (1), iFLYTEK Senior Vice President Hu Yu said that artificial intelligence development very quickly in the last five years, he believes that the main performance in two, artificial intelligence voice and image development. (2) small I robot co-founder, President and chief technology officer Zhu Pinpin think cloud recognition has entered the industrialization of application, he said the future of artificial intelligence explosion, three elements are indispensable, including very strong ability of computing, algorithm, data. (3) Research Institute of automation, Chinese Academy of Sciences researcher Qiao Hong for the development of artificial intelligence has two directions, one is biological heuristic, the other is fully functional. (4) Ministry of science and technology research and development center researcher Liu Jinchang believes that the reason why the last 5 years of artificial intelligence hot up, with a saying that the robot is far away from us to come to our side. The main reason is that our national leaders attach great importance to the second financial sector to recognize that the robot is a good direction, including the entry of large enterprises, these factors have contributed to the rapid development of artificial intelligence and robotics. (5) School of mechanical engineering and automation, Professor Wang Tianmiao added, artificial intelligence and robotics development thanks to the demand of industrial robot rapid growth, followed by the acquisition of the artificial intelligence and robotics company large foreign Internet companies.
Third groups of discussion: "artificial intelligence and robot in the next 5 years or 10 years, whether it will become a wind? What is the first to enter the practical products?" (1) Xu Fang, President of SIASUN Robotics Institute, said: industrial robots have come into reality. Vision and touch will be the focus of the future. Precision assembly will become possible. Intelligent industrial robots will be popular in the future 5-10 years. Originally the car and other high-end industry applications, and now the use of a wide range, not suitable for people to work in the scene can be used to replace the human robot. (2) Chinese Academy of Sciences Institute of automation researcher Qiao Hong think: in the short term, IT/ Internet speed in the robot. (3) Professor Zhao Jie, Harbin Institute of Technology, said: the robot research institute, said: now the meeting will talk about the robot. Originally the robot to do, artificial intelligence more tall on. After the combination of artificial intelligence and robotics, what requirements will be put forward, after all, the robot is a manifestation of artificial intelligence, including the structure, function and other aspects. In turn, the robot's intelligence also has a demand for artificial intelligence, such as vision, handling the accuracy of the object. Integration of good, will be the next 5-10 years of development highlights. (4) the Ministry of science and technology research and development center researcher Liu Jinchang said: the government's support and support, artificial intelligence and robotics will certainly become an outlet. When it comes to development, to solve the rigid demand for food and clothing, such as the outbreak of the home robot will soon. (5), iFLYTEK Senior Vice President Hu Yu said: "from 0 to 1," this book, there is a word for artificial intelligence and robotics: the United States in recent years into a lot of research and development funds can fly car. Finally, the lack of the 140 character (referring to the twitter). What the real world needs is the physical, the synthesis thing, but the virtual and the information but it develops faster. In addition, the interaction of emotion is a kind of expression of immersion experience. So pure virtualization of artificial intelligence in the developed, but also can not solve the needs of physical and emotional. (6) small I robot co founder, President and chief technology officer Zhu repeatedly said: small I robot in the past six months, the valuation turned nearly ten times. Capital market is the most recognized development of new technology. Whether it is the way to do with the robot intelligent robot, or from artificial intelligence to do the robot, is one of the. Whether it is the United States a new research and development of the sweeping robot, or the Chinese intelligent vacuum cleaner to change the sweeping robot, are the same. So the integration of human intelligence and machine must be the next outlet.
Fourth discussion direction: "if there are investment opportunities, what are you more optimistic about the project?" (1) small I robot co-founder, President and chief technology officer Zhu Pinpin: investment two aspects, technology research and development of core competence and in accordance with the extension direction of the industry development trend, better able to output the core competence of the corporation. For example, we invest in the United States face recognition of a family, to simulate the real situation. (2), iFLYTEK Senior Vice President Hu Yu: customer's point of view, the artificial intelligence and robotics will invest around the direction of the children and the elderly. (3) SIASUN robotics academy President Xu Fang: civil service robots in the field of intelligence also need to invest. Including voice has not been achieved and people can freely exchange. On the other hand, in the cognitive, deep learning and other technical aspects should continue to invest.
Fifth groups of discussion: "our country in the field of artificial intelligence and robotics research strengths, weaknesses and recommendations?" (1) Professor of Harbin Institute of Technology, Zhao Jie, director of the Robotics Institute believes that the development of artificial intelligence must pay attention to the cost of technology, technology, low cost of the topic can not be ignored. (2) researcher at the Ministry of science and high technology research and development center Liu Jinchang expressed for artificial intelligence development needs of the first real depth fusion, in addition to the technology, and a is the tolerance, including artificial intelligence and robot talent collaborative development. Second enterprises need different development, cannot follow suit. Third find a suitable direction. (3) researcher at the Institute of automation, Chinese Academy of Sciences, Joe said for temporary disadvantage of artificial intelligence, he suggested that one is tolerance, more tolerant, and a is enterprise and talent of the joint, at this point he agreed with the views of the above two.
15:40On the afternoon of the 27th "artificial intelligence and robot of the future" forum hosted by the school of mechanical engineering and automation, Professor Wang Tian Miao, he first introduced the attended the forum six guests, namely Siasun Robot & Central Research Institute president Xu Fang, Zhao Jie, director of the Institute of Harbin Industrial University Professor, robotics, researcher at the Ministry of science and high technology research and development center Liu Jinchang, iFLYTEK Senior Vice President Hu Yu, researcher at the Institute of automation, Chinese Academy of Sciences, Joe, I robot co-founder, President and chief technology officer Zhu Pinpin. He said that the current artificial intelligence has been gradually from the laboratory into the community, into life, from the concept to the product, so now have to understand what is artificial intelligence, what is the robot. [details]
14:25"Big data opportunities and challenges" sub forum to enter the discussion session, the experts for the problem of the audience to make a detailed answer. [details]
14:15Koala credit chief technology officer Ge Weiping to share the relationship between credit and data. He believes that the data and credit are inseparable. More types of credit related data, so to collection and utilization can reflect the ability or willingness of data, such as credit data, financial data, public payment data, consumer data, in the era of mobile Internet can according to the position information authentication efficiency, Internet information can also join evaluation. Processing these large data, the need to use Hadoop, Spark, Hive, Impala and other technologies. Specific credit modeling approach is to take the traditional statistical theory and large data technology joint modeling, the greater the amount of data, the more able to enhance the model predictive power, the higher the processing capacity, the more obvious the modeling advantage. [details]
14:05Spring rain mobile health CEO Zhang Rui specific analysis of the digital medical core - EHR. Defining EHR has four aspects: real-time health flow data, duration of disease data, node health level data and health consumer behavior data. Among them, the real-time flow of data is mainly collected by the human body heart rate, ECG, blood pressure, blood glucose, exercise, body temperature, breathing and other vital signs data, mainly from wearable devices, etc.. Duration of disease data from the hospital, but because of the information island, there is a great obstacle to the application. EHR bring change, first of all, from the doctor to see you, from the doctor center to the user center, from the hospital center to the living room center, from the cure to the disease to earn money. There are still some problems need to be resolved, such as Chinese users EHR data portraits, EHR on the downstream hardware and EHR interface standards, etc.. [details]
13:55Computation of Chinese Academy of Sciences Institute of Heqing theme is "big data and artificial intelligence", his introduction to a breakthrough in artificial intelligence technology foundation includes: distributed and parallel computing environment, expert rules knowledge search, unstructured information processing, cognitive learning process. For data, how to develop artificial intelligence. He thinks that need to cognitive science based, on intelligent algorithm as the center, through computational intelligence as a means, progressive layer by layer to enhance the intelligence. In addition, there is a need amalgamation of software and hardware, interdisciplinary intelligent information processing to achieve. At last, he introduced the characteristics and challenges of the big data mining algorithms. [details]
13:45Fudan University Professor, Shanghai Key Laboratory of data science director Zhu Yangyong said that big data is the current technology can not deal with the data set, which for the practitioners of artificial intelligence is good news, because there are more things to do. Today the reason for speaking of big data, and said before information is differentiated, and not take big data hat is big data, the data is refers to according to measurement issues to provide services of large data sets, the floorboard of big data technology and data applications. The key technology challenge of big data problem is: to find the value of the hidden in the low value density data resources, in the hope of time to complete all the tasks. With data to solve the problem, and solve the problem of data, combined with data science. [details]
13:35Tsinghua University Department of computer science, deputy director of the national "one thousand people plan" distinguished experts Zhu Wenwu said, including man, machine, material produced by the ubiquitous data, the data will bring changes to the industry and business opportunities. Data science, the data explosion will be the theory, experiment, calculation of the unity of the subject cross, from the calculation model driven into data driven, will bring a breakthrough in the calculation of data. Network world, the physical world and human society, three yuan of large data, the core issue is the heterogeneous Association, knowledge discovery. If you can better combine data driven and knowledge driven, big data will have more room for development. Brain computing is a big idea, and it takes time. [details]
13:3027 afternoon, "big data of the opportunities and challenges" forum under the auspices of the University of Chinese Academy of Sciences Professor Shi Yong began, he summed up this afternoon to discuss the direction, mainly includes the following questions: 1. Data and artificial intelligence. 2. Data of scientific theory and scientific data 3. Non structure and semi structure data structured problem. Data complexity expression and social data. Data open, property rights and privacy issues. Big data and human health. Big data and credit scores and social management. [details]
11:45IFLYTEK chairman Liu Qingfeng introduced the latest progress of iFLYTEK artificial intelligence. He said that iFLYTEK speech interaction of three technical support (speech synthesis, speech recognition and natural language understanding) have reached the advanced level in the world, has repeatedly gains international awards. He introduced the research goal of super brain cognitive intelligence: the machine can understand the thinking, including language understanding, knowledge representation, association reasoning and autonomous learning. [details]
10:45Hefei University of Technology Professor, countries "one thousand people plan" distinguished experts Wu Xindong's speech on the theme is "big data knowledge mining". In his view, big data has become a hot topic in the world, but what kind of scale is called big data? There are different definitions and interpretations from the aspects of database, statistics, mathematics and so on. But the need for its core technology is the same, data association and analysis. In January 2014 published the "Theorem HACE" papers, XPLORE IEEE monthly downloads are very high. Among them, HACE is heterogeneous, sources, Complex, Evolving, relationship Autonomous abbreviation, the core is to find data through the data association. In the eyes of Hefei University of technology, large data processing framework with four layers: data computing platform, expert system, personal information protection, data mining. [details]
9:35Executive vice president of Microsoft's global executive vice president Shen Xiangyang to do the theme report Vision The - Past Present, Computer, Future and. He first introduced the the original intention of the Microsoft Project Oxford, Oxford project is mainly a can help developers create intelligent application of rest API and SDK development package, is a series of CAN intelligent data analysis and can let you become more "intelligent" service. It provided for a rest API and SDK, enabling developers to use the Microsoft natural data parsing algorithm function. The solution to add intelligence service. [details]
Currently offers the following API: facial API - Microsoft cloud based face recognition algorithm, can be used to detect and identify the face of the picture. Visual API - API is a set of advanced image processing algorithms, can be based on visual content to return information, and generate the image. Voice API - API provides the most advanced algorithms to deal with voice, the use of these API, developers can easily add voice control functions for their applications. In some cases, these API are also able to achieve real-time interaction. Intelligent language understanding service (LUIS) provides a quick and effective way to add language understanding to the application.
For computer vision, he reviewed the past 50 years of the development process, the key stages of experience, the current development of the status quo and the next development trend. At the same time, he shared the secret deep learning, including deep learning's definition, from where, he said deep learning's main reason for the outbreak of the first data is more, followed by the calculation speed. Lastly, he mentioned the latest research results of Microsoft coco system and Microsoft wheatgrass, wheatgrass launched in 1 year, there have been tens of millions of users, he said that artificial intelligence will be integrated into Microsoft's latest operating system, for computer vision, he predicted that the next research direction is the "two high a fine", namely high data, calculation, accurate calculation.
8:35Academician of the Chinese Academy of engineering, China artificial intelligence association chairman Li Deyi published the theme of the report of the brain cognitive formal -- Talking about the from R & D machine driving a brain ". He said that in order to explain the mystery of brain cognition there are two ways, the brain's cognitive neuroscience methods, and brain cognitive physics methods. Combination of cerebral cognitive physics method, biological research brain called form, mainly three issues: cognitive brain form can not be to focus on the social attribute of the cognitive and brain, as the head of the world brain is reaction to the objective physical world? How do people acquire knowledge and skills from the external environment? How the human brain is known to solve the unknown? How can the human brain's imagination form innovation? [details]
He believes that the connotation of brain cognition, including memory, computational cognitive and interactive. Memory is more important than calculation. He explained that the nature of brain cognition is statistical knowledge, the world's cognition is not a complete, the need to repeatedly repeatedly, in the constant perception, cognitive action in the process of formation of uncertainty, which is the evolution of. Dynamic evolutionary process from the time perspective is integral, it becomes memory. Computational cognitive, the human brain is not a variety of computing, there is only one calculation method - similar to the calculation. Cognitive interaction has the duality, but another important characteristic of brain cognition is brain through the perception of the outside world interaction system. The latter is subject to the limitations of the von Neumann computer.
Based on the above three aspects, Lee shared the driver's brain research, he believes that the need to know how to ignore and focus, to understand the abstract and separation. Specifically, the driving machine selective ignoring cognitive brain on the endocrine system of somatic nervous system, of heart and lung function, for their own survival related behavior control and regulation, only concerned about the safety of driving this particular attention. He demonstrated the 2012 design of the Beijing to Tianjin highway full of unmanned, full name without manual intervention. Design, including perception, cognition and action three functions, including long-term memory, working memory and action memory is very important, using GPU plus CPU plus FPGA plus ASIC technology. Li Deyi finally said that if the human brain specific problem domain cognitive ability can be localized terrain type, even in the micro does not have the organizational structure of the similarity.
8:30Entered the second day of 2015 China Conference on artificial intelligence, academician of the Chinese Academy of engineering, China artificial intelligence association chairman Li Deyi, Microsoft's executive vice president Shen Xiangyang, Hefei University of Technology Professor, national "one thousand people plan" distinguished experts Wu Xindong, iFLYTEK Chairman Liu Qing Feng will deliver an important speech. The theme of the first half of the report by the Chinese Academy of Sciences, vice chairman of the China Institute of artificial intelligence Tan Tieniu presided.
17:30[product and Design Forum] the United States Mission ued mobile visual design group leader Li Xiaoman in speech share the U.S. group brand design, including Mito 4.0 design, cat's eye 4.0 design, icon design, branding design. Unified brand color, the use of the card and flat and emphasize the color, is to improve the main beauty in design of figure 4. In the unified brand, to give up the public blue, blue green, and adjust to make it more fresh.
17:04[intelligent hardware summit] ASUS design center user experience design department of the person in charge of the Ceng Wenjie ZenWatch ASUS: how to design the hardware experience on the wrist, keynote speech. Depth analysis from the emergency information, the most urgent need of real-time information, offline, not convenient hand operation, need to monitor continued to know the physical condition of many users for the advantages and disadvantages of existing products for the portable needs of wearable devices and detailed intelligent watch and glasses etc..
17:00[mobile development platform and Technology Summit] data leakage will lead to damage to the brand, economic losses and malicious competition and other hazards, so derived reinforcement services. Marvell system security senior R & D managers, catfish team founder Chen Jialin said reinforcement services simply unstoppable dynamic debugging, so "my code I protection", suggested by string encryption (each with a different string key) and signature verification.
16:50[mobile games summit] wisdom star co-founder Xie Xianlin first shared the results of their operations in the game of globalization. He used some figures to describe the globalization of his eyes, the rapid outbreak, the daily increase of 100 thousand +; the user per hour growth curve is flat; the outbreak of income growth is a matter of time. At last, Xie Xianlin described what the globalization is, in fact, is connected to the global user, so that the global user "fight"!
16:40[intelligent hardware summit] small leaf technology CEO Ye Bin brought the smart hardware how to break through the marketing barriers, the keynote speech. Intelligent hardware companies face three challenges of software, hardware, electronic business, and the one intelligent piano and traditional piano teaching the biggest differences is the user experience and emotional expression, and combine teaching on music, game based learning, let the mobile Internet era piano learning to play up.
16:30[mobile games summit] Hangzhou Yan soul CEO, "ninja must die" series of producer Lu Yeqing brought "how to make a different game" speech. Innovative games are more likely to be concerned, but how to achieve innovation? In fact, the sources of innovation in the life is the life extension, but this game is more likely to be accepted, have a stronger sense of substitution. To make the market demand, but there are differences in the game.
16:20[mobile development platform and Technology Summit] seven cattle cloud storage CEO Xu Shiwei said demand driven research and development to adhere to two principles: 1. Function demand and the corresponding, no user feedback functional requirements do not, even if this function is very cool; 2. Product needs to have clear boundary, do not all user feedback demand, demand for user feedback should be according to the product positioning, the separation of not doing, general and high priority.
16:15[intelligent hardware summit] CEO iHealth Liu Yi published the theme of the "apple, micro channel, millet to bring mobile medical product development inspiration" speech. Health app development focus on four points: 1. App and intelligent hardware and other app to work together; 2. App to conform to the medical institutions of information flow; 3. App to automatic integrated user treatment and health; 4. Intelligence, give unscramble and customized services.
16:13[mobile development platform and Technology Summit] Facebook platform engineering cooperation, general manager of Asia Pacific Zhang Bo about how to use the Facebook platform to build mobile applications. He said that Facebook adhere to the three main lines: 1 to build a better application; 2 to help the application of growth; 3 to help us make money. He said Facebook mainly through PARSE, APPLINKS and Network Audience to help developers to build mobile applications.
15:58[mobile games summit] heart tour Zhuhai science and Technology Co., Ltd. CEO Zhan Zhenyang reviewed their first four key card game card: time, planning, art, technology. He said that the end of the tour and the tour is still a number of different. The main difference is that changes in the game time, the overall time into a fragmented time; change the game scene, closed to open style; players to change, long-term to short-term.
15:48[promotion, profit and Investment Forum] 360 mobile assistant operations director Guo Ziwen brings the theme of sharing is the next one of the mobile application market outlet: social distribution model". Guo Ziwen said 360 mobile assistant's social distribution model can be divided into good friends distribution, location distribution, face to face distribution (face to face), as well as a few aspects of personal distribution. Face to face faster than traditional Bluetooth transmission speed can be increased by 60 times.
15:30[product and Design Forum] Alibaba poly cost-effective visual design expert Luo Yunguang introduced in the speech of the latest design language Design Material, and participants to explore the design trend of the digital era. He said the flat design is the most suitable design style of the moment, UI Metro is a typical representative. After the design of the flat should go from here? Designers should understand the nature of things, and explore the future design trends through nature.
15:22[intelligent hardware summit] pea Machine Group founder Luo did not publish the OpenWrt in the field of robotics and intelligent networking applications, keynote speech. Robot is an artificial person, all too dirty too tired, too dangerous, too fine, too coarse or too repetitive or boring work can be by robots. In the future, the robot will use the Internet method and speed swept from the material, machinery to transport, medical, real estate, entertainment and other industries.
15:20[mobile development platform and Technology Summit] positive benefits of wireless CTO Zhao Qinghua thought in the new era, the front-end technology will become the mainstream, developers can mobile development is realized through the website contents of the front post, he summed up the following front-end development of the two directions: 1. Make the browser can force, simplify the complexity of HTML5 development, improve development efficiency; 2. Add browser capabilities, improve the application experience and enhanced interactive capabilities.
15:13[mobile games summit] Xiamen fire box network science and technology co founder Nan said, in today's game development technology of civilians, the developers meet the technical threshold is getting less and less, and how the process improvement work to improve the efficiency of the developers have to face the more general problem. In his speech, he introduced the game development in the field of work processes in various forms and components, and in-depth discussion of how to select and customize the tool software.
15:10[promotion, profit and Investment Forum] Yahoo's advertising and big data Department Senior Development Manager Wu Lei bring "into YAM+ (program of Yahoo to buy solutions" to share the theme, Wu Lei introduced YAM+ is to help advertisers directly buy a one-stop platform for Yahoo's advertising products. And the process of buying is through the digital platform, on behalf of advertisers, automatically execute the process of advertising media purchases.
14:52[promotion, profitability and Investment Forum] Zheng Gang, founder of the purple Hui venture to bring the title of "how to find a hundred times the enterprise" speech, purple Hui venture is unfamiliar street and hammer phone investment side. Zhenggang shared their considerations in the choice of investment projects, the Internet industry everywhere is war of words, weighing investment projects he mainly depends on two aspects: hand of the company or the founding team of background; on the other hand to see if there is a cross industry have the qualifications and experience.
14:45[mobile games summit] West Hills home game producer Liu Tian from another perspective to share his views on the game development, do a product in accordance with the times". How to judge whether it is in accordance with the times? Analogy! Hand travel and tour page comparison, you can see the next stage of the development of the game trend. Next Liu days to share the importance of the team, only to do their favorite game, can make the public like the product, in order to do a good job of user experience.
14:38[Dai Ruoli] Noitom CTO intelligent hardware summit brings a very cool "virtual reality I/O" keynote speech. From the initial space technology to today's wearable devices, motion capture technology in the continuous evolution of. By wearing a number of tiny wireless sensors, motion capture can reach all the tall interaction effect. It is now widely used in many fields, games, health, film special effects, virtual reality, robot control and so on.
14:25[mobile development platform and Technology Summit] mobile network is more complex than the fixed network transmission environment, the traditional bottleneck seriously affect the user experience. ChinaNetCenter mobile products is responsible for Yu Ruoying in his speech, analysis of the mobile network four pain points: 1. Mobile network speed slow, poor usability; 2. Flow rates high, affecting the user; 3. Terminal variety, changeable network that showed complex; 4. Mobile network hijacked frequent, the impact of operating.
14:12[promotion, earnings and Investment Forum] Baidu alliance mobile business senior manager Jiang Luozhi brought entitled "focus on the flow of cash, help partner success". Jiang Luozhi said income is calculated as income = flow advertising show rate X ad click rate * click on the unit price, based on Baidu's large data capacity and other advantages, the corresponding Baidu Union can be characterized by the "three high" to sum it up: high filling, click on high, high yield.
14:07[mobile development platform and Technology Summit] air letter Mobile Technology Co., Ltd. technical director Tang Hongwu for us to introduce the route of the system evolution of the aircraft travel. According to Tang Hongwu introduced the core integration of aircraft travel aspect and the use of data. It is reported that the air travel aspect of the current integration of more than 190 airports and more than 30 airline data, how to use these data is a big problem, he said, with respect to the flow, they are more concerned about the accuracy of the data.
13:56[mobile games summit] in the afternoon to move the fish digital Beijing studio responsible for the opening of Zhong Wen's speech, with the "Wings War" game as an example of the system tells the 3D shooting game development. 3D shooting game development is very difficult, the common problems are, too many instruments, do not understand, do not fly to the place where you want to fly, and do not know where the target is not clear. For these problems, the paper also gives the corresponding solution.
13:49[products and Design Forum] Microsoft (Asia) Internet Engineering Academy, senior director, wheatgrass project responsible for Lee flute in a keynote speech in the proposed artificial intelligence, trend of intelligent recognition, speech interaction is close to three basic trends in the future. Microsoft has a more in-depth understanding of artificial intelligence, such as the basis of artificial intelligence is the emotional bond, the development of artificial intelligence is a balanced, gradual fast iterative method.
13:45[intelligent hardware summit] officially began in the afternoon! Vice President: "Hui ink weather air even on Wi-Fi" keynote speech. Haze more and more serious, the user is based on the desire for their own health, began to pay more attention to the indoor environment, the need for more accurate and detailed data. And if the air is combined with the ink weather, air-conditioning, humidifier are connected into a whole, and truly realize a world of air data network throughout.
13:35[promotion, profit and Investment Forum] Google business cooperation mobile business responsible for speech theme of Zhao Yijiang "AdMob promote developers successful Trilogy: analysis and realization, promotion," and he introduced said AdMob is the world's largest mobile advertising platform, 2010 by Google acquisition. After the investment on AdMob ecosystem never relaxed. At present, the development of focus on three points: to understand the user, improve the purchase of income, improve advertising revenue.
12:05[mobile games summit] UCloud senior architect Han Xinliang was a "mobile game escort" speech. Customers in the process of development of the basic framework of the existence of a variety of expectations, the various stages of business concerns are not the same. In this regard, UCloud believes that uphold the efficiency is to improve the efficiency of money; technical strength is the business support; rapid expansion is to seize the initiative and other concepts, is the premise to do a good job in cloud services.
11:56[intelligent hardware summit] Guangzhou Huan Network Technology Co., Ltd. CEO Wu Shenggang, to bring the share is the smart TV industry trends and network positioning". There are four forces in to compete in this market, shares of the first home appliance manufacturers as the representative, the second strand is smart TV box, the consumer mode to the impact of the market, the third is radio, film and television industry, the fourth strand is the telecommunications industry. Wu Shenggang also summed up the latest development trend of the market.
11:48[mobile development platform and Technology Summit] Xin Chong (Shanghai) Software Technology Co., Ltd., a senior manager Tai Hong Lin: the theme "experience native cross platform development tools -Xamarin 3.0" speech. Xamarin is a cross platform development framework, in the iOS platform through the AOT way to compile, in the Android platform through the JIT compiler, the compiled file for the native platform of the binary file.
11:35[Mobile Enterprise Forum] enjoy numerous technology CEO Luo Xu's share of theme is: do Chinese market salesforce, let mobile to get through the Sales Office of the "wall", he thinks to sell as a core of the mobile CRM and synergy is the rigid demand of small and medium-sized enterprise management. SaaS new standard mobile era: the core of the mobile era as the core of the underlying communications; communications as the foundation to build the core business in order to build corporate communications and business data.
11:30[intelligent hardware summit] ARM Senior Field Application Engineer Mao Weiyang, the speech is Secure, and Efficient Standards Based Interoperable IoT System". The future trend of the Internet of things is mainly in two aspects: the wisdom of the city, the wisdom of the earth. To the segments, it is the industrial Internet, wearable devices, smart health, smart home, car networking, as well as enterprise class networking system.
11:22[mobile development platform and Technology Summit] High German lbs general manager of open platform Wei Kaiming said people on the LBS demand comes from the demand of information, LBS service is divided into three layers: data layer (image data, road data, etc.), service layer (location services, real-time traffic services, etc.) and product layer. Currently LBS developers focus on four points: 1 data comprehensive, 2 calls, 3 development costs, 4 to meet the individual needs.
11:20[mobile games summit] music elements of the CTO Ling Cong is "mobile game anti cheating attack prevent war" speech, mobile game cheating losses not only economy, weak networked game always exist file has been tampered with replication of many security problems. To this end, there is a series of corresponding solutions, for example, the archive is tampered with: AES, restrict the transfer, limit the downgrade; the agreement is broken: AES, SSL/TLS, nonce anti replay, etc..
11:15[product and Design Forum] nice co founder Cao Dapeng in the keynote speech, said the picture, the label is a new generation of picture social software nice two features. Based on the success of the nice, he shared product positioning and function evolution process needs to grasp the four key points: (1) to identify problems and needs; (2) the product positioning in order to meet the needs; (3) demand according to the positioning of the trade-off; (4) understand the user is fundamental.
11:08[CTO] a pearl in the palm mobile gaming summit's theme is "Xuan Hu share the design of mobile phone game engine". Details of the contains language development, engine body architecture, graphics interface, game object manager, game object type, game objects and rendering pipeline, animation engine, UI system, script system, resource management, network interface, sound and tools etc..
11:02[intelligent hardware summit] Pegatron design director Guo Wenqi. Speech is "accurate grasp of innovative hardware, easily across the barriers to developing", we live in a colorful world, but can choose color are not, such as lighting only white and yellow can choose. Innovative hardware development of the five major steps: research, exploration, design, implementation, output, Guo Wenqi, with a color changing light bulb design process as an example.
11:00[Mobile Enterprise Forum] day free information deputy general manager Tian school speech topics as "financial mobile breakthrough innovation -- mobile banking scene analysis". Tian Wenyu think running forward financial (Banking) service is reflected in: "big fish eat the small fish" to "fast fish eat slow fish, online services and active service, improve operation efficiency, intelligent network construction, strengthen community service, all banks and unbounded service.
10:48[Mobile Enterprise Forum] sharing MDSMobile founder Chengyong theme is "mobile channel precision farming, consumer goods industry practice and landing, he thinks FMCG is goods industry executive and operational challenges" one single unity ", by moving the order management, mobile data management, crack personnel management problems, to achieve three unities: the unity of the unity of man and terminal, access and control, risk and safety of unity.
10:30[mobile development platform and Technology Summit] ring letter cloud im founder and CEO Liu Junyan introduced developers to join im in the app in the four scenes: mobile social networking, real-time private letter, real-time customer service and group chat. For mobile IM technology selection, he Yan analysis focused on the following five points: the choice of the protocol, IM server selection, agreement and IM server transformation, the mobile terminal capacity optimization and support millions of concurrent.
10:28[products and Design Forum] Wakamon co-founder Wenjie in speech mentioned Wokamon (walk + Monster) is step of mobile applications to the depth of the game application of electronic pet + meter, belonging to a health game product model. Although the health market is still small, but from the behavior of the user or giant strategy, he believes that health applications in the next few years will become a large enough market capacity.
10:15[mobile games summit] "shadow of the blade" is a very famous works of Ling tour. Tsinghua Architecture Graduate School of spiritual tour square CEO& producer Liang Qiwei in talking about how the small team to make big production, when it is mentioned that they are a group of more style of the artist, so the pursuit of the production style. And their creative inspiration comes from the things they like, including martial arts, Japanese anime and American movies.
10:03[product and Design Forum] pea pod design award product manager Zhang Huidi shared a good application in the eyes of pea pods design award. "Design for the first" is an important criterion for the pea pod design award, "the beauty of design" was placed at the top end of the design award for the entire Guideline. He believes that good design not only to make users happy, but also should have a deeper meaning, from a secret inner needs, with the user to establish emotional ties.
10:00[mobile development platform and Technology Summit] Baidu big data Department Senior Manager Yu Youping introduces the data engine Baidu three open platform: Baidu brain (that is, the implementation of intelligent data), data factory provides data management and mining technology and open cloud (to solve the bottleneck of storage and Computing). In the field of mobile big data, he said Baidu big data to provide users with portraits, cross screen analysis and personalized content recommendation services to help mobile developers benefit.
9:55Bring [intelligent hardware summit] Ayla networks co-founder Nan Xiong Zhang's speech is safe and quick internet access solutions, Nanxiong Zhang summed up the trend of Internet of things: add the cost of the network will continue to decline; new type equipment is ceaseless emerge in large numbers; safety and data management is essential, CIO will choice standard and proprietary network security model; open API will become the norm, to achieve the interoperability and integration to other systems.
9:45[Mobile Enterprise Forum] real coding technology CEO Xia Chun bring entitled "crossing the theme of enterprise mobile development and operation of the three big mountains" share, "three big mountains" is refers to: 1. Portal, too app using management difficult; 2. Agile strain, development and operation of the constantly changing needs; 3. Interoperability, app are isolated from each other business barrier. But the real code crosses operation can be summarized as four words: in the clouds.
9:40[intelligent hardware summit] Fu Chi Kang Senior Manager, InnoConn business director Lin Zhicong speech is hardware product production experience: how to go from 1 to 1 million". Zhi Cong Lin to all intelligent hardware entrepreneurs advice is to play the strengths (ideas, software, interactive, user experience); understand the hardware manufacturing ecological; form a knowledgeable team; reasonable arrangements for the project process and resources; used with caution in the use of new materials, new technologies; grasp the key components.
9:30[mobile games summit] Glu Beijing studio responsible person Wang Kun is the mobile phone ARPG game design experience, with the eternal warrior as an example, describes the role of setting and rich scenes of the production. In the combat experience design, a d-pad considered three different scenarios: 1. Fixed d-pad; 2. Free style d-pad; 3. Push type hoop d-pad. Each program has its own unique.
9:25[product and Design Forum] Innovation workshop user experience director, Design INWAY founder Wu Zhuohao served as host and began his first speech. In the face of traditional industries in user experience encounter multiple challenges, he proposed products and services combined with the need to ensure that both the mutual support; pay attention to stakeholders, to get them involved in the design of products and services; with a large data driven innovation, together constitute the integration of o2o experience.
9:22[Mobile Enterprise Forum] zhaoheng, founder of mobile information those things bring mobile information development present situation research: for the specific practice of mobile information, the majority of business users is still in wait-and-see stage; enterprise users first mobile deployment of information technology mainly around the foundation office system, deployed again is mainly around the interactive collaboration of people; in the original information system of "mobile" upgrade is the majority of enterprises.
9:15YeahMobi/NDPMedia global business development vice president Lin Qinghong, said in a speech at the host, I created in the Silicon Valley industry, travel industry to do two or three years. In the four venture, accumulated a lot of experience, there is a failure to succeed. YeahMobi is now in charge of global business, we also have a lot of investment sector. This conference focuses on the direction of the game production, believe that the game developers can give more experience to share.
9:08[mobile development platform and Technology Summit] ape Title Library iOS senior research and Development Engineer Tang Qiao brought to the ape exam library flow optimization of the road, the keynote speech. For why to do the flow optimization, he said the main problem to solve the problem of money and enhance the user's mobile terminal experience. And ape exam in this regard do three things: static cache item bank resources; 2 cache Cuffee static resources; 3. To achieve the server-side logic.
9:06Lagerstroemia indica [intelligent hardware summit] light yeah light-years router brand marketing director Jing as the host, first of all to the scene of the field of intelligent hardware, these great and hard to force the entrepreneurs expressed respect. Great is that everyone is carries the changing world of the heroic dream added to this field; hard to force is here is full of bounce.
8:50MDCC 2014 mobile developers conference held in November 2nd. The three summit -- mobile development technology and platform summit, intelligent hardware summit, mobile gaming summit, as well as the three major forum -- products and Design Forum, promote profitability and investment forum, forum of enterprise mobility, more exciting, please pay close attention to.