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Understanding Social Influence Using Network Analysis And Machine Learning
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Download or read book Social Physics written by Alex Pentland and published by Penguin. This book was released on 2014 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: A landmark tour of the new science of "idea flow" outlines revolutionary insights into the mysteries of collective intelligence and social influence, explaining the virtually unlimited data sets of today's digital technologies and the considerable accuracy of information from social networks.
Book Synopsis Understanding Social Networks by : Charles Kadushin
Download or read book Understanding Social Networks written by Charles Kadushin and published by Oxford University Press. This book was released on 2012-01-19 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding Social Networks explains the big ideas that underlie social networks, covering fundamental concepts then discussing networks and their core themes in increasing order of complexity.
Book Synopsis Social Influence Network Theory by : Noah E. Friedkin
Download or read book Social Influence Network Theory written by Noah E. Friedkin and published by Cambridge University Press. This book was released on 2011-04-18 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social influence network theory presents a mathematical formalization of the social process of attitude changes that unfolds in a social network of interpersonal influences. This book brings the theory to bear on lines of research in the domain of small group dynamics concerned with changes of group members' positions on an issue, including the formation of consensus and of settled disagreement, via endogenous interpersonal influences, in which group members are responding to the displayed positions of the members of the group. Social influence network theory advances a dynamic social cognition mechanism, in which individuals are weighing and combining their own and others' positions on an issue in the revision of their own positions. The influence network construct of the theory is the social structure of the endogenous interpersonal influences that are involved in this mechanism. With this theory, the authors seek to lay the foundation for a better formal integration of classical and current lines of work on small groups in psychological and sociological social psychology.
Book Synopsis Information and Influence Propagation in Social Networks by : Wei Chen
Download or read book Information and Influence Propagation in Social Networks written by Wei Chen and published by Springer Nature. This book was released on 2022-05-31 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on social networks has exploded over the last decade. To a large extent, this has been fueled by the spectacular growth of social media and online social networking sites, which continue growing at a very fast pace, as well as by the increasing availability of very large social network datasets for purposes of research. A rich body of this research has been devoted to the analysis of the propagation of information, influence, innovations, infections, practices and customs through networks. Can we build models to explain the way these propagations occur? How can we validate our models against any available real datasets consisting of a social network and propagation traces that occurred in the past? These are just some questions studied by researchers in this area. Information propagation models find applications in viral marketing, outbreak detection, finding key blog posts to read in order to catch important stories, finding leaders or trendsetters, information feed ranking, etc. A number of algorithmic problems arising in these applications have been abstracted and studied extensively by researchers under the garb of influence maximization. This book starts with a detailed description of well-established diffusion models, including the independent cascade model and the linear threshold model, that have been successful at explaining propagation phenomena. We describe their properties as well as numerous extensions to them, introducing aspects such as competition, budget, and time-criticality, among many others. We delve deep into the key problem of influence maximization, which selects key individuals to activate in order to influence a large fraction of a network. Influence maximization in classic diffusion models including both the independent cascade and the linear threshold models is computationally intractable, more precisely #P-hard, and we describe several approximation algorithms and scalable heuristics that have been proposed in the literature. Finally, we also deal with key issues that need to be tackled in order to turn this research into practice, such as learning the strength with which individuals in a network influence each other, as well as the practical aspects of this research including the availability of datasets and software tools for facilitating research. We conclude with a discussion of various research problems that remain open, both from a technical perspective and from the viewpoint of transferring the results of research into industry strength applications.
Author :National Academies of Sciences, Engineering, and Medicine Publisher :National Academies Press ISBN 13 :0309487617 Total Pages :401 pages Book Rating :4.3/5 (94 download)
Book Synopsis A Decadal Survey of the Social and Behavioral Sciences by : National Academies of Sciences, Engineering, and Medicine
Download or read book A Decadal Survey of the Social and Behavioral Sciences written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2019-07-26 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: The primary function of the intelligence analyst is to make sense of information about the world, but the way analysts do that work will look profoundly different a decade from now. Technological changes will bring both new advances in conducting analysis and new risks related to technologically based activities and communications around the world. Because these changes are virtually inevitable, the Intelligence Community will need to make sustained collaboration with researchers in the social and behavioral sciences (SBS) a key priority if it is to adapt to these changes in the most productive ways. A Decadal Survey Of The Social and Behavioral Sciences provides guidance for a 10-year research agenda. This report identifies key opportunities in SBS research for strengthening intelligence analysis and offers ideas for integrating the knowledge and perspectives of researchers from these fields into the planning and design of efforts to support intelligence analysis.
Book Synopsis Proceedings of International Conference on Deep Learning, Computing and Intelligence by : Gunasekaran Manogaran
Download or read book Proceedings of International Conference on Deep Learning, Computing and Intelligence written by Gunasekaran Manogaran and published by Springer Nature. This book was released on 2022-04-26 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at the International Conference on Deep Learning, Computing and Intelligence (ICDCI 2021), organized by Department of Information Technology, SRM Institute of Science and Technology, Chennai, India, during January 7–8, 2021. The conference is sponsored by Scheme for Promotion of Academic and Research Collaboration (SPARC) in association with University of California, UC Davis and SRM Institute of Science and Technology. The book presents original research in the field of deep learning algorithms and medical imaging systems, focusing to address issues and developments in recent approaches, algorithms, mechanisms, and developments in medical imaging.
Download or read book Social Media written by Ashlee Humphreys and published by Oxford University Press. This book was released on 2016 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Media: Enduring Principles offers a comprehensive overview of topics in social media, from interpersonal communication to the role of social media in culture and society. It covers not only cultural issues like online identity and community, but also tackles more analytical topics like social media measurement, network analysis, and social media economics at an introductory level. Each chapter is based on a set of core social science theories and concepts rather than platform-specific frameworks and findings. Rather than providing the final word or predictions, it aims to open a well-structured, well-grounded conversation about media transition and its effects. Filling the need for a standard academic text in the field, Social Media: Enduring Principles summarizes both foundational and state-of-the-art research and also presents a coherent framework for future research. It draws from longstanding theories in communication, journalism, sociology, and marketing, but also includes a number of contemporary case examples, making it a foundational text in the area.
Book Synopsis The International Encyclopedia of Digital Communication and Society, 3 Volume Set by : Charles Steinfield
Download or read book The International Encyclopedia of Digital Communication and Society, 3 Volume Set written by Charles Steinfield and published by John Wiley & Sons. This book was released on 2015-02-17 with total page 1024 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Encyclopedia of Digital Communication and Society offers critical assessments of theoretical and applied research on digitally-mediated communication, a central area of study in the 21st century. Unique for its emphasis on digital media and communication and for its use of business and management perspectives, in addition to cultural, developmental, political and sociological perspectives Entries are written by scholars and some practitioners from around the world, with exceptional depth and international scope of coverage in five themes: Social Media, Commercial Applications, Online Gaming, Law and Policy, and Information and Communicative Technology for Development Features leading research in the fields of Media and Communication Studies, Internet Studies, Journalism Studies, Law and Policy Studies, Science, Technology and Innovation Studies, and many more Organized in an accessible A-Z format with over 150 entries on key topics ranging from 2,000 to 10,000 words Part of The Wiley Blackwell-ICA International Encyclopedias of Communication series, published in conjunction with the International Communication Association. Online version available at www.wileyicaencyclopedia.com
Book Synopsis The Essentials of Political Analysis by : Philip H. Pollock III
Download or read book The Essentials of Political Analysis written by Philip H. Pollock III and published by CQ Press. This book was released on 2019-07-18 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Pollock and Edwards explain the nuts-and-bolts of research design and data analysis in a clear and concise style. The Essential of Political Analysis is an intuitive introduction to complex material, replete with examples from the political science literature that add relevance to statistical concepts. This text offers students an excellent balance between the technical and the practical." —Francis Neely, San Francisco State University Gain the skills you need to conduct political analysis and critically assess statistical research. In this Sixth Edition of The Essentials of Political Science, bestselling authors Philip H. Pollock III and Barry C. Edwards build students’ analytic abilities and develop their statistical reasoning with new data, fresh exercises, and accessible examples. This brief, accessible guide walks students through the essentials—measuring concepts, formulating and testing hypotheses, describing variables—while using key terms, chapter-opening objectives, over 80 tables and figures, and practical exercises to get them using and applying their new skills. Using SPSS, STATA or R? Discounted package deals available with Philip H. Pollock’s companion workbooks. . Give your students the SAGE edge! SAGE edge offers a robust online environment featuring an impressive array of free tools and resources for review, study, and further exploration, keeping both instructors and students on the cutting edge of teaching and learning.
Book Synopsis The Sage Handbook of Social Network Analysis by : John McLevey
Download or read book The Sage Handbook of Social Network Analysis written by John McLevey and published by SAGE Publications Limited. This book was released on 2023-10-01 with total page 951 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of The Sage Handbook of Social Network Analysis builds on the success of its predecessor, offering a comprehensive overview of social network analysis produced by leading international scholars in the field. Brand new chapters provide both significant updates to topics covered in the first edition, as well as discussing cutting edge topics that have developed since, including new chapters on: · General issues such as social categories and computational social science; · Applications in contexts such as environmental policy, gender, ethnicity, cognition and social media and digital networks; · Concepts and methods such as centrality, blockmodeling, multilevel network analysis, spatial analysis, data collection, and beyond. By providing authoritative accounts of the history, theories and methodology of various disciplines and topics, the second edition of The SAGE Handbook of Social Network Analysis is designed to provide a state-of-the-art presentation of classic and contemporary views, and to lay the foundations for the further development of the area. PART 1: GENERAL ISSUES PART 2: APPLICATIONS PART 3: CONCEPTS AND METHODS
Book Synopsis Social Influence on Digital Content Contribution and Consumption by : Xuejing Ma
Download or read book Social Influence on Digital Content Contribution and Consumption written by Xuejing Ma and published by Springer Nature. This book was released on 2023-09-28 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines users’ digital content contribution and consumption behavior from a social perspective. Digital content is everywhere—from search results on search engines to posts on social media. Incentivizing users to contribute abundant content and motivating users to engage in and pay for digital content are vital for online platforms, especially those relying on digital content generated by users. This book develops a theoretical framework to incorporate social influence, including social presence, social interaction, social comparison, social loafing, and social relationships, in users’ digital content contribution and consumption decisions. Further, using a large volume of data from online platforms, the author empirically studies the role of social interaction in digital content provision and monetization from the supply side. Also, regarding the digital content demand side, this book explores how to boost content consumption via social motives and social norms. The book enriches the understanding of social influence in digital content contribution and consumption and provides practical suggestions for digital platforms’ mechanism design.
Book Synopsis Innovations in Data Analytics by : Abhishek Bhattacharya
Download or read book Innovations in Data Analytics written by Abhishek Bhattacharya and published by Springer Nature. This book was released on 2023-05-31 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features research papers presented at the 1st International Conference on Innovations in Data Analytics (ICIDA 2022), held at Eminent College of Management and Technology (ECMT), West Bengal, India, during November 29–30, 2022. The book presents original research work in the areas of computational intelligence, advance computing, network security and telecommunication, data science and data analytics, and pattern recognition. The book is beneficial for readers from both academia and industry.
Book Synopsis Open Source Intelligence in the Twenty-First Century by : C. Hobbs
Download or read book Open Source Intelligence in the Twenty-First Century written by C. Hobbs and published by Springer. This book was released on 2014-05-09 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book provides an insight into the new approaches, challenges and opportunities that characterise open source intelligence (OSINT) at the beginning of the twenty-first century. It does so by considering the impacts of OSINT on three important contemporary security issues: nuclear proliferation, humanitarian crises and terrorism.
Book Synopsis International Conference on Managing Business Through Web Analytics by : Soraya Sedkaoui
Download or read book International Conference on Managing Business Through Web Analytics written by Soraya Sedkaoui and published by Springer Nature. This book was released on 2022-12-02 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the International Conference on Managing Business through Web Analytics (ICMBWA 2021). The conference provides a global forum for sharing knowledge and results in theory, methodology, and applications of Web Analytics and their role in the formulation and the orientation of businesses’ strategies. The aim of the conference is to provide a platform for researchers and practitioners from both academia and industry to meet and share their works in the field. Is an excellent resource for scholars, experts and industrial in the fields represented, as well as Ph.D. students seeking an entryway into current research in data analytics, Web analytics, machine learning algorithms, and their various applications within businesses.
Book Synopsis Recent Advances in Hybrid Metaheuristics for Data Clustering by : Sourav De
Download or read book Recent Advances in Hybrid Metaheuristics for Data Clustering written by Sourav De and published by John Wiley & Sons. This book was released on 2020-06-02 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative guide to an in-depth analysis of various state-of-the-art data clustering approaches using a range of computational intelligence techniques Recent Advances in Hybrid Metaheuristics for Data Clustering offers a guide to the fundamentals of various metaheuristics and their application to data clustering. Metaheuristics are designed to tackle complex clustering problems where classical clustering algorithms have failed to be either effective or efficient. The authors noted experts on the topic provide a text that can aid in the design and development of hybrid metaheuristics to be applied to data clustering. The book includes performance analysis of the hybrid metaheuristics in relationship to their conventional counterparts. In addition to providing a review of data clustering, the authors include in-depth analysis of different optimization algorithms. The text offers a step-by-step guide in the build-up of hybrid metaheuristics and to enhance comprehension. In addition, the book contains a range of real-life case studies and their applications. This important text: Includes performance analysis of the hybrid metaheuristics as related to their conventional counterparts Offers an in-depth analysis of a range of optimization algorithms Highlights a review of data clustering Contains a detailed overview of different standard metaheuristics in current use Presents a step-by-step guide to the build-up of hybrid metaheuristics Offers real-life case studies and applications Written for researchers, students and academics in computer science, mathematics, and engineering, Recent Advances in Hybrid Metaheuristics for Data Clustering provides a text that explores the current data clustering approaches using a range of computational intelligence techniques.
Book Synopsis Intelligence Computation and Applications by : Kangshun Li
Download or read book Intelligence Computation and Applications written by Kangshun Li and published by Springer Nature. This book was released on with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Textual Emotion Classification Using Deep Broad Learning by : Sancheng Peng
Download or read book Textual Emotion Classification Using Deep Broad Learning written by Sancheng Peng and published by Springer Nature. This book was released on with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt:
