The world today is undergoing major changes unseen in a century，A new round of scientific and technological revolution and industrial transformation develop in depth，Our country is in a period of rapid transformation of digital and intelligent bet with bet365 development driven by technology。In this context，In order to promote cross-disciplinary integration，Serving the country’s major strategic needs，Sponsored by China Artificial Intelligence Society，Special Committee on bet with bet365 Computing and bet with bet365 Intelligence of China Artificial Intelligence Society、The first interdisciplinary strategic seminar on bet with bet365 computing and bet with bet365 intelligence hosted by Luoyang Normal University will be held in Luoyang, Henan in March 2021。from Peking University、Tsinghua University、Chinese Academy of Sciences、Chinese Academy of bet with bet365 Sciences、Renmin University of China、Fudan University、Zhejiang University、National University of Defense Technology、China Population and Development Research Center、Shanghai University of International Business and Economics and other universities、Scholars from different disciplines in scientific research institutes，From different disciplines、Different fields、A lively discussion on key issues of bet with bet365 computing and bet with bet365 intelligence from different perspectives，An academic consensus has been formed that will guide the future development of this field。

　　Establish an example of interdisciplinary learning

Experts and scholars attending the meeting think，The human-centered bet with bet365 field is a highly complex system，Need natural science、bet with bet365 Sciences、Computer Science、Multidisciplinary interdisciplinary research in biological sciences。Director of the bet with bet365 Computing and bet with bet365 Intelligence Committee of the Chinese Artificial Intelligence Society、Meng Xiaofeng from Renmin University of China thinks，Big data gave birth to bet with bet365 computing，In the post-industrial era，Complex bet with bet365 problems are increasingly difficult to predict and simulate。Big data and artificial intelligence are exactly the same mapping、Analysis and prediction of this complex society provides new materials and new methods，This creates opportunities for the development of bet with bet365 computing。The fields of bet with bet365 computing and bet with bet365 intelligence can set an example in the interdisciplinary field，Take the lead in development。

Zhou Xiaolin of Peking University thinks，Computational modeling is the development direction of bet with bet365 cognition research，Need deep integration between the fields of artificial intelligence and cognitive science。The field of bet with bet365 cognition can borrow the latest technical framework and data analysis methods in the field of artificial intelligence，Refining the complex bet with bet365 behavior of human beings、Analysis，And finally quantified into an operational algorithm。The field of artificial intelligence can use these algorithms to understand the cognitive computing characteristics of humans when facing complex bet with bet365 situations，And further developed to be more versatile、Anthropomorphic machine learning framework，Fundamental reform of the traditional bet with bet365 computing field。Therefore，Artificial intelligence algorithms based on human bet with bet365 cognitive characteristics require deep integration of the fields of artificial intelligence and cognitive science。

Lu Xin from the National University of Defense Technology introduced the bet with bet365 frontiers of high-order dependencies in complex systems，believes that most of the indicators and models in the existing network science theoretical system are based on the Markov hypothesis，And real networks generally have high-dimensional characteristics，That is, the interactions between nodes cannot be simply accumulated by the transfer of connections，Therefore, we must pay attention to the higher-order interactions of the network，Using non-Markov models for network bet with bet365。

　　Big bet with bet365-driven research paradigm shift

Experts and scholars attending the meeting think，Currently our country is entering into the Internet of Everything、Industry 4 with bet with bet365 intelligence as its main feature.Phase 0，The accumulation of data has reached unprecedented depth and breadth，Data infrastructure gradually plays a key role in society。How to cross-integrate bet with bet365 science research and big data artificial intelligence technology，And then jump out from the traditional system，Materials and structures formed based on digital society，Find new phenomena and context，Develop new research topics and establish new research methods，It is the mission and responsibility of the participating experts and scholars。Wu Gang, Division III, Department of Management Sciences, National Natural Science Foundation of China, discussed the impact of big data on business、Finance、Medical Health、Influence in public management and other fields，Believe that the big data-driven management decision-making paradigm has been formed，And introduced the panoramic PAGE management decision-making paradigm，Decision Paradigm、Analytics、Resource Governance、Paradigm shifts corresponding to the four dimensions of enabling innovation、Method innovation、New governance and value creation。

According to Luo Jiade of Tsinghua University，bet with bet365 computing is a big data research method based on bet with bet365 science theory，Exploratory through an introduction to big data、Big data verification theory (especially dynamic theory)、Big data and structured data integration、Big data and structured data integration verification theory、The five types of big data bet with bet365 experiment method cases propose three decision-making actions and three networks of bet with bet365 computing: one is human decision-making and actions + interpersonal network (Internet and mobile Internet)；The second is the "decision-making" of artificial intelligence + IoT (Internet of Things)；The third is human-computer interaction + human-machine co-construction network。

Liang Yucheng of Sun Yat-sen University thinks，The development of computational bet with bet365 science must solve the increasingly prominent problem of real data scarcity after bet with bet365 digitization，Through the upgrading of cognitive models，Relatively scarce in absolute quantity、Authentic and relatively scarce data to understand the world we live in，Both the ABM paradigm and the machine learning paradigm have gradually developed potential breakthrough directions。

Qi Jiayin of Shanghai University of International Business and Economics introduced the fifth research paradigm (after experimental science、Theoretical Science、New research paradigm after computing science and bet with bet365-intensive science) and interdisciplinary innovative thinking，Comprehensive summary of the current fifth research paradigm at home and abroad，Believe that the fifth research paradigm is still in its infancy，And further analyzed the open source platform management theory and key technologies，Propose three suggested directions for open source platform research: Intellectual Property Strategy、Basic Theory of Open Source Strategy、Idea Spiritual Culture System。She thinks，From open source software to open source hardware、Open source business，Open source manifests itself in two aspects: technological innovation and commercial application，Behind it is an interdisciplinary group，Greeding Economics、Management、Major breakthroughs in theoretical innovation in multidisciplinary fields such as sociology and law。

　　Committed to exploring bet with bet365 materials, bet with bet365 problems, and bet with bet365 methods

Experts and scholars attending the meeting think，For bet with bet365 computing，Discover “new materials” in the context of the Internet of Everything，Discuss the "new problems" brought about by its application，And developing “new ways” is crucial。Wang Jingyuan of Beihang University introduced the interpretable deep learning prediction method that integrates econometric ideas，Analyzed the conceptual framework of urban data intelligence。He thinks，Future urban safety issues may be brought about by the explainability of AI，Emphasis on the importance of explainable predictions，And by traffic speed prediction、Fuzzy cognitive map and other cases introduce related work on explainable prediction。

Zhang Huicong’s method from Tsinghua University、Case、Analyzes three scientific issues of current global public crisis management in terms of scenarios and other aspects: First, the influencing factors of global public crises、Formation mechanism and evolution rules；The second is the multi-subject participation mechanism in global crisis governance；The third is the short-term and long-term impact mechanism of the crisis on politics, economy and society。He thinks，Global public crisis management bet with bet365 computing and policy intelligence will play a huge role in responding to the common crisis of all mankind。

Deputy Director of the bet with bet365 Computing and bet with bet365 Intelligence Committee of the Chinese Society of Artificial Intelligence、Huang Kuangshi of China Population and Development Research Center focuses on the expansion of people in the artificial intelligence era、Discussed on Lost and Reconstructed，Think that in the era of artificial intelligence，Human natural attributes、Labor attributes、Consumption attributes、bet with bet365 attributes、Management decision-making attributes have been greatly expanded，Especially the natural attributes of human beings，In sex、Age、Health、Major expansion is about to occur or is occurring in fertility and other aspects。But，Humanity also faces the problem of getting lost in the process of expansion，Such as low fertility rate、Loss of human autonomy、Enhanced machine autonomy, etc.。Therefore，The era of artificial intelligence requires the reconstruction of the concept of population，Transformation from the concept of pure human population to the concept of digital population，Reconstructing the relationship between humans and artificial intelligence。

　　Create an academic community that is benevolent, trustworthy and affectionate

Experts and scholars participating in the meeting conducted heated discussions around bet with bet365 computing and bet with bet365 intelligence，An academic consensus titled "bet with bet365 Computing and bet with bet365 Intelligence: Challenges and Opportunities" was formed。The Consensus from Data Governance Challenges in bet with bet365 Computing、The mutual influence between artificial intelligence and human society、Three perspectives on the research and development of complex bet with bet365 systems，Summary of eight major challenges in current bet with bet365 computing，That is, data ethics and data governance、Open source platform construction and management、Reconstruction of people and society、Cognitive-based artificial intelligence、Complex System Modeling and Analysis、Simulation system construction and research、Causal reasoning and causal discovery、Global Public Crisis Management。Experts and scholars attending the meeting think，To realize the magnificent transformation from the above challenges to opportunities，We must complete the paradigm shift in scientific research。

Experts and scholars attending the meeting think，With the Internet of Things、Continuous development of 5G and other technologies，Information technologies such as the intelligent Internet of Everything will use more complete data collection methods，Describe the current bet with bet365 situation in a richer and more detailed way，Promote bet with bet365 science researchers to understand people and society from a richer perspective。Huang Kuangshi thinks，bet with bet365 computing should pay more attention to humans，Emphasis on human nature，The current human-centric artificial intelligence orientation should be more clearly defined as a humanity-centric artificial intelligence development concept。Meng Xiaofeng thinks，Experts and scholars in the fields of bet with bet365 computing and bet with bet365 intelligence should be committed to creating benevolent people、Youxin、Sentimental academic community。

　(Author’s unit: bet with bet365 Computing and bet with bet365 Intelligence Committee of China Artificial Intelligence Society)