Download or read book Sociological Foundations of Computational Social Science written by Yoshimichi Sato and published by Springer Nature. This book was released on with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Opportunities and Challenges for Computational Social Science Methods written by Abanoz, Enes and published by IGI Global. This book was released on 2022-03-18 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are living in a digital era in which most of our daily activities take place online. This has created a big data phenomenon that has been subject to scientific research with increasingly available tools and processing power. As a result, a growing number of social science scholars are using computational methods for analyzing social behavior. To further the area, these evolving methods must be made known to sociological research scholars. Opportunities and Challenges for Computational Social Science Methods focuses on the implementation of social science methods and the opportunities and challenges of these methods. This book sheds light on the infrastructure that should be built to gain required skillsets, the tools used in computational social sciences, and the methods developed and applied into computational social sciences. Covering topics like computational communication, ecological cognition, and natural language processing, this book is an essential resource for researchers, data scientists, scholars, students, professors, sociologists, and academicians.
Download or read book Computational and Mathematical Modeling in the Social Sciences written by Scott de Marchi and published by Cambridge University Press. This book was released on 2005-08-15 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers an overview of mathematical modeling concentrating on game theory, statistics and computational modeling.
Download or read book Computational Social Science written by Wei Luo and published by CRC Press. This book was released on 2021-02-18 with total page 1044 pages. Available in PDF, EPUB and Kindle. Book excerpt: Selected papers from the International Conference on New Computational Social Science, focusing on the following five aspects: Big data acquisition and analysis, Integration of qualitative research and quantitative research, Sociological Internet experiment research, Application of ABM simulation method in Sociology Research, Research and development of new social computing tools. With the rapid development of information technology, especially sweeping progress in the Internet of things, cloud computing, social networks, social media and big data, social computing, as a data-intensive science, is an emerging field that leverages the capacity to collect and analyze data with an unprecedented breadth, depth and scale. It represents a new computing paradigm and an interdisciplinary field of research and application. A broad comprehension of major topics involved in social computing is important for both scholars and practitioners. This proceedings presents and discusses key concepts and analyzes the state-of-the-art of the field. The conference not only gave insights on social computing, but also affords conduit for future research in the field. Social computing has two distinct trends: One is on the social science issues, such as computational social science, computational sociology, social network analysis, etc; The other is on the use of computational techniques. Finally some new challenges ahead are summarized, including interdisciplinary cooperation and training, big data sharing for scientific data mashups, and privacy protect.
Download or read book Concepts and Categories written by Michael T. Hannan and published by Columbia University Press. This book was released on 2019-08-13 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why do people like books, music, or movies that adhere consistently to genre conventions? Why is it hard for politicians to take positions that cross ideological boundaries? Why do we have dramatically different expectations of companies that are categorized as social media platforms as opposed to news media sites? The answers to these questions require an understanding of how people use basic concepts in their everyday lives to give meaning to objects, other people, and social situations and actions. In this book, a team of sociologists presents a groundbreaking model of concepts and categorization that can guide sociological and cultural analysis of a wide variety of social situations. Drawing on research in various fields, including cognitive science, computational linguistics, and psychology, the book develops an innovative view of concepts. It argues that concepts have meanings that are probabilistic rather than sharp, occupying fuzzy, overlapping positions in a “conceptual space.” Measurements of distances in this space reveal our mental representations of categories. Using this model, important yet commonplace phenomena such as our routine buying decisions can be quantified in terms of the cognitive distance between concepts. Concepts and Categories provides an essential set of formal theoretical tools and illustrates their application using an eclectic set of methodologies, from micro-level controlled experiments to macro-level language processing. It illuminates how explicit attention to concepts and categories can give us a new understanding of everyday situations and interactions.
Download or read book Digital Sociology written by Noortje Marres and published by John Wiley & Sons. This book was released on 2017-05-11 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This provocative new introduction to the field of digital sociology offers a critical overview of interdisciplinary debates about new ways of knowing society that are emerging today at the interface of computing, media, social research and social life. Digital Sociology introduces key concepts, methods and understandings that currently inform the development of specifically digital forms of social enquiry. Marres assesses the relevance and usefulness of digital methods, data and techniques for the study of sociological phenomena and evaluates the major claim that computation makes possible a new ‘science of society’. As Marres argues, the digital does much more than inspire innovation in social research: it forces us to engage anew with fundamental sociological questions. We must learn to appreciate that the digital has the capacity to throw into crisis existing knowledge frameworks and is likely to reconfigure wider relations. This timely engagement with a key transformation of our age will be indispensable reading for undergraduate and graduate students taking courses in digital sociology, digital media, computing and society.
Download or read book Analysing Student Feedback in Higher Education written by Elena Zaitseva and published by Routledge. This book was released on 2021-12-29 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysing Student Feedback in Higher Education provides an in-depth analysis of ‘mining’ student feedback that goes beyond numerical measures of student satisfaction or engagement. By including authentic student voices for understanding the student experience, this book will inform strategies for quality improvement in higher education globally. With contributions, representing an international community of academics, educational developers, institutional data analysts and student-researchers, this book reflects on the role of computer-aided text analysis in gaining insight of student views. The chapters explore the applications of text-mining in different forms, these include varied institutional contexts, using a range of instruments and pursuing different institutional aims and objectives. Contributors provide insights enabled by computer-aided analysis in distilling the student voice and turning large volumes of data into useful information and knowledge to inform actions. Practical tips and core principles are explored to assist academic institutions when embarking on analysing qualitative student feedback. Written for a wide audience, Analysing Student Feedback in Higher Education provides those making informed decisions about how to approach analyses of large volumes of student narratives, with the benefit of learning from the experiences of those who already started treading this path. It enables academic developers, institutional researchers, academics, and administrators to see how bringing text mining to their institutions can help them in better understanding and using the student voice to improve practice.
Download or read book Handbook of Computational Social Science Volume 1 written by Uwe Engel and published by Taylor & Francis. This book was released on 2021-11-10 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from specific case studies to demonstrate the opportunities and challenges in CSS approaches. The Handbook is divided into two volumes written by outstanding, internationally renowned scholars in the field. This first volume focuses on the scope of computational social science, ethics, and case studies. It covers a range of key issues, including open science, formal modeling, and the social and behavioral sciences. This volume explores major debates, introduces digital trace data, reviews the changing survey landscape, and presents novel examples of computational social science research on sensing social interaction, social robots, bots, sentiment, manipulation, and extremism in social media. The volume not only makes major contributions to the consolidation of this growing research field but also encourages growth in new directions. With its broad coverage of perspectives (theoretical, methodological, computational), international scope, and interdisciplinary approach, this important resource is integral reading for advanced undergraduates, postgraduates, and researchers engaging with computational methods across the social sciences, as well as those within the scientifi c and engineering sectors.
Download or read book Handbook of Sociological Science written by Gërxhani, Klarita and published by Edward Elgar Publishing. This book was released on 2022-06-10 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: 22 out of the 26 Chapters will be available Open Access on Elgaronline when the book is published. The Handbook of Sociological Science offers a refreshing, integrated perspective on research programs and ongoing developments in sociological science. It highlights key shared theoretical and methodological features, thereby contributing to progress and cumulative growth of sociological knowledge.
Download or read book Pioneers of Sociological Science written by John H. Goldthorpe and published by Cambridge University Press. This book was released on 2021-02-18 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this study of pioneers of the field, Goldthorpe explains how present-day sociological science developed from the seventeenth century onwards. It will appeal to students and scholars of sociology and to anyone engaged in social science research, from statisticians to social historians.
Download or read book Research Handbook on Analytical Sociology written by Manzo, Gianluca and published by Edward Elgar Publishing. This book was released on 2021-12-14 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing an up-to-date portrait of the concepts and methods of analytical sociology, this pivotal Research Handbook traces the historical evolution of the field, utilising key research examples to illustrate its core principles. It investigates how analytical sociology engages with other approaches such as analytical philosophy, structural individualism, social stratification research, complexity science, pragmatism, and critical realism, exploring the foundations of the topic as well as its major explanatory mechanisms and methods.
Download or read book The Oxford Handbook of Sociology and Organization Studies written by Paul S. Adler and published by Oxford Handbooks Online. This book was released on 2009 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organizations are a defining feature of the modern world, and the study of organizations (Organization Studies) has become well established in both sociology departments and professional schools, most notably business and management schools. Organization Studies has long drawn inspiration from foundational work in sociology. The sociological lens affords depth of insight into the technological, economic, cultural, and political forces that shape organizations from both within and without. In particular, "classical" works in sociology have long energized organizational research, primarily by suggesting ways of making sense of the ever-accelerating pace of social change. In recent decades, however, the field has lost interest in these sociology classics. This trend reflects and reinforces an increasingly academic focus of contempory Organization Studies. Not only does this trend weaken Organization Studies' engagement with the big social issues of our time, but it isolates the field from the broader field of the social sciences. The aim of this Handbook is to re-assert the importance of classical sociology to the future of Organization Studies. Alongside several thematic chapters, the volume includes chapters on each of nearly two dozen major European and American theorists, each of these chapter addressing: (a) the ideas and their context, (b) the impact of these ideas on the field of Organization Studies, and (c) the potential future research these ideas might inspire. The goal is not reverential exegesis, but rather to examine how the classics can energize organizational research. This wide-ranging Handbook, with contributions from leading American and European scholars, will be a vital, informative, and stimulating resource for anybody undertaking research in, teaching, or interested in learning more about Organization Studies today. About the Series Oxford Handbooks in Business & Management bring together the world's leading scholars on the subject to discuss current research and the latest thinking in a range of interrelated topics including Strategy, Organizational Behavior, Public Management, International Business, and many others. Containing completely new essays with extensive referencing to further reading and key ideas, the volumes, in hardback or paperback, serve as both a thorough introduction to a topic and a useful desk reference for scholars and advanced students alike.
Download or read book Sociological Insights of Great Thinkers written by Christofer R. Edling and published by Bloomsbury Publishing USA. This book was released on 2010-11-18 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, leading sociologists expand the scope of their discipline by revealing the sociological aspects of the works of great philosophers, scientists, and writers. Sociologists have long recognized that sociological insight can be gleaned from creative thinkers outside their formal discipline. Sociological Insights of Great Thinkers: Sociology through Literature, Philosophy, and Science captures and examines those insights in 32 essays that discuss scholars and writers not normally associated with any sociological school of thought. Following a tradition of enriching the sociological toolkit by finding influence in philosophy and literature, the volume's contributors—an international group of renowned scholars—eschew biography to focus solely on sociological interpretations that can be drawn from the work of many of history's preeminent thinkers. Among the book's subjects are philosophers such as Aristotle, Plato, Kant, and Cassirer; scientists such as Darwin and Galileo; and authors such as Kafka, Proust, and Shakespeare. The essays not only allow readers to see such thinkers in a new light, but underscore the fact that sociological questions have lain at the very heart of humanity throughout history.
Download or read book Handbook of Computational Social Science Volume 2 written by Uwe Engel and published by Taylor & Francis. This book was released on 2021-11-10 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from specific case studies to demonstrate the opportunities and challenges in CSS approaches. The Handbook is divided into two volumes written by outstanding, internationally renowned scholars in the field. This second volume focuses on foundations and advances in data science, statistical modeling, and machine learning. It covers a range of key issues, including the management of big data in terms of record linkage, streaming, and missing data. Machine learning, agent-based and statistical modeling, as well as data quality in relation to digital trace and textual data, as well as probability, non-probability, and crowdsourced samples represent further foci. The volume not only makes major contributions to the consolidation of this growing research field, but also encourages growth into new directions. With its broad coverage of perspectives (theoretical, methodological, computational), international scope, and interdisciplinary approach, this important resource is integral reading for advanced undergraduates, postgraduates, and researchers engaging with computational methods across the social sciences, as well as those within the scientific and engineering sectors.
Download or read book The Pragmatics of Governmental Discourse written by Ayan-Yue Gupta and published by Taylor & Francis. This book was released on 2024-08-02 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a novel methodological framework for analysing governmental discourse. It involves combining pragmatist perspectives on language with computational sociolinguistics and large language models (LLMs). The first half discusses traditional critical approaches to investigating discursive practices, principally those employing Critical Discourse Analysis (CDA) and those based on methods developed by Michel Foucault. These are critiqued in terms of pragmatist views on meaning, which are rarely taken up in this area. It is argued that to understand the grounding of social structures and power relations in discourse, we must begin with a systematic account of how meaning is contextually fixed. It is proposed that a pragmatist reading of Foucault’s arguments about governmentality offers a productive framework for discourse analysis. To illustrate the advantages of this framework, the book presents a case study of the British government’s adoption of resilience, sustainability, and wellbeing discourses in the period 2000-2020. A dataset of 179 million tokens sampled from approximately 170,000 government documents is used to illustrate how this framework can be combined with natural language processing (NLP) to make robust inferences. This study will be of interest to both sociologists interested in language and in the methodological potential of recent developments in NLP. Importantly, the book demonstrates how LLMs can be harnessed to bring new perspectives to long-standing sociological questions.
Download or read book Bit by Bit written by Matthew J. Salganik and published by Princeton University Press. This book was released on 2019-08-06 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This essential guide to doing social research in this fast-evolving digital age explains how the digital revolution is transforming the way social scientists observe behavior, ask questions, run experiments, and engage in mass collaborations.
Download or read book Agent Based Computational Sociology written by Flaminio Squazzoni and published by John Wiley & Sons. This book was released on 2012-02-27 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most of the intriguing social phenomena of our time, such as international terrorism, social inequality, and urban ethnic segregation, are consequences of complex forms of agent interaction that are difficult to observe methodically and experimentally. This book looks at a new research stream that makes use of advanced computer simulation modelling techniques to spotlight agent interaction that allows us to explain the emergence of social patterns. It presents a method to pursue analytical sociology investigations that look at relevant social mechanisms in various empirical situations, such as markets, urban cities, and organisations. This book: Provides a comprehensive introduction to epistemological, theoretical and methodological features of agent-based modelling in sociology through various discussions and examples. Presents the pros and cons of using agent-based models in sociology. Explores agent-based models in combining quantitative and qualitative aspects, and micro- and macro levels of analysis. Looks at how to pose an agent-based research question, identifying the model building blocks, and how to validate simulation results. Features examples of agent-based models that look at crucial sociology issues. Supported by an accompanying website featuring data sets and code for the models included in the book. Agent-Based Computational Sociology is written in a common sociological language and features examples of models that look at all the traditional explanatory challenges of sociology. Researchers and graduate students involved in the field of agent-based modelling and computer simulation in areas such as social sciences, cognitive sciences and computer sciences will benefit from this book.
