Current,Human society is undergoing a new round of digitalization、Big changes in informatization and intelligence。Internet、Big data、Cloud computing、Artificial Intelligence、Large language model、New technologies such as blockchain are increasingly integrated into every corner of economic and bet365 bonus code indiana life。Different from previous major technological revolutions,In this digital transformation process,China is using its unique advantages and foundation,Steady leading the world at a speed visible to the naked eye。As of June 2023,There are 11.29 million mobile phone base stations in my country,Among them 293 5G base stations.70,000,Cumulative mobile Internet traffic 142.3 billion GB,The number of active apps is 2.6 million,Work covering the public、All aspects of study and life。End of 2022,The number of mobile IoT terminal users in my country is 18.4.5 billion households,Become the first country among the world's major economies to achieve "supermanship";The total size of the data center exceeds 6.5 million standard racks,The total computing power of the data center in use exceeds 180EFLOPS,Data storage 724.5EB;The national integrated government data sharing hub releases various data resources1.50,000 categories,208 provincial and city local governments have launched the government data open platform。
The report of the 20th National Congress of the Communist Party of China was submitted,Accelerate the construction of a network power、Digital China,Consider building Digital China as an important engine for promoting Chinese-style modernization in the digital era。Facing the rapid changes、The ascendant wave of digitalization,The traditional social science research paradigm has become increasingly difficult to adapt to big data、The new economic and social paradigm represented by cloud computing and artificial intelligence。At this historical juncture full of hesitation and confusion,The "Introduction to Computational Social Science" with the vision of "the first artificial intelligence course for social scientists" is published,Send a clear and firm voice to the academic community: Social scientists must bravely embrace computational social science,Get into the game、Stay inside the matter,Actively participate in digital society research,Seize the technical advantages and historical opportunities brought by computational social science,Breaking through the long-standing methodological dilemma faced by bet365 bonus code indiana。
The main goal of the book,First, introduce the main research methods of computational social science to students and practitioners majoring in humanities and bet365 bonus code indiana;The second is to introduce the main issues of concern to social scientists to students and practitioners majoring in computing science。No matter what kind of people it is for,The author team has done a lot of empathy and understanding,Strive to build a communication bridge and interactive platform between humanities and bet365 bonus code indiana and computing science。In order to achieve the first goal,This book is more friendly to "newbies",Worried about too many mathematical principles、Formula derivation and code writing scare away “liberal arts students”,Intentionally omitting some technical details,Start with the simplest Python software installation ABC,Step by step and guide。The author is this typical "liberal arts student",Turn to quantitative research in recent years,I want to pick up the quantitative training and software operations I received during my student days,Also track the latest methods in computational social science。
Read the whole book,It can be felt that the main target audience of this book still focuses on the first group,That is, students and practitioners in the fields of humanities and bet365 bonus code indiana。Especially the introduction to Chapter 1,Basically from the perspective of a practitioner in the humanities and bet365 bonus code indiana,Systematic reflection on the macro and micro explanations faced by empirical social science、Data and theory driven、Correlation and causation、Homogeneity and heterogeneity,And the five methodological dilemmas of reliability and validity。Facing the embarrassment and pain points of some studies that “treat research findings that are more common sense than common sense as important innovations”,Invoke humanities and social science practitioners to use the latest methods of computational social science and data science,Ambition and ambition to break out of the quagmire of traditional research。
In order for practitioners in the humanities and bet365 bonus code indiana not to feel completely helpless,This book not only makes sufficient theoretical preparations in the introduction of the first chapter,In the main chapter, we introduce some relatively familiar “traditional” methods in the humanities and bet365 bonus code indiana,such as regression analysis、Cluster analysis and social network analysis。Of course,The most outstanding one,Still machine learning、Neural network analysis、Natural language processing、Computer vision and multi-agent modeling and simulation (ABM) and other new methods with a stronger color of computing science。
"Introduction to Computational Social Science" is like an introductory toolbox and advanced treasure box for studying digital society,Already newbie friendly、A mature way to get started,without missing out on advanced cutting-edge technologies,Basically covers the main methods and latest developments in computational social science。Most chapters in the book are accompanied by case applications and Python code and comments in the fields of humanities and bet365 bonus code indiana,Both the data set and code are available for free download。The book is edited by Lu Peng, a researcher at the Institute of Sociology, Chinese Academy of bet365 bonus code indiana, and Fan Xiaoguang, a researcher at the "Hundred Talents Plan" at the School of Public Administration, Zhejiang University,The young and middle-aged backbone of computational social science who unites academia and industry,Written with painstaking efforts,Determined to adopt the concept of “theory + case + platform”,Make this book an open source for sharing、Continuous iteration、New textbooks that advance together with the digital age。
"Introduction to Computational Social Science" was completed under the leadership of domestic scholars in the humanities and bet365 bonus code indiana,is a representative work of computational social science textbooks in my country。If we say that "Computational Sociology" by Salganik of Princeton University focuses more on the liberal arts orientation of "general knowledge","Computational Social Science" by Cioffi-Revilla of George Mason University highlights the technical style of "specialization",This book integrates arts and science、Unique in the connection between China and the West。This book can be an introductory course for practitioners in the humanities and bet365 bonus code indiana,Suitable as a desk reference book for reference at any time,At the same time, it can also expand the interests and horizons of computing science students in the field of bet365 bonus code indiana,Help them recognize new knowledge growth points between digital technology and social issues。In the era of big data and artificial intelligence,We look forward to more scientific research institutes offering relevant courses based on this textbook in the future,Cultivation of compound innovative talents who are proficient in both humanities and bet365 bonus code indiana as well as computing science,Based on China’s local practice,Breaking discipline and professional barriers,Exploring and cultivating new academic growth points in the digital era,Provide solid and powerful cutting-edge cross-method support for the construction of China’s independent knowledge system。
(The author is an associate professor at the School of bet365 bonus code indiana and Psychology, Central University of Finance and Economics;Special researcher at the Institute of Digital Ecological Social Value, School of Society and Psychology, Central University of Finance and Economics)
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