Download or read book Making Sense of Large Social Media Corpora written by Antonio Moreno-Ortiz and published by Springer Nature. This book was released on with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Oxford Handbook of Social Networks written by Ryan Light and published by Oxford University Press. This book was released on 2020-11-20 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: While some social scientists may argue that we have always been networked, the increased visibility of networks today across economic, political, and social domains can hardly be disputed. Social networks fundamentally shape our lives and social network analysis has become a vibrant, interdisciplinary field of research. In The Oxford Handbook of Social Networks, Ryan Light and James Moody have gathered forty leading scholars in sociology, archaeology, economics, statistics, and information science, among others, to provide an overview of the theory, methods, and contributions in the field of social networks. Each of the thirty-three chapters in this Handbook moves through the basics of social network analysis aimed at those seeking an introduction to advanced and novel approaches to modeling social networks statistically. They cover both a succinct background to, and future directions for, distinctive approaches to analyzing social networks. The first section of the volume consists of theoretical and methodological approaches to social networks, such as visualization and network analysis, statistical approaches to networks, and network dynamics. Chapters in the second section outline how network perspectives have contributed substantively across numerous fields, including public health, political analysis, and organizational studies. Despite the rapid spread of interest in social network analysis, few volumes capture the state-of-the-art theory, methods, and substantive contributions featured in this volume. This Handbook therefore offers a valuable resource for graduate students and faculty new to networks looking to learn new approaches, scholars interested in an overview of the field, and network analysts looking to expand their skills or substantive areas of research.

Download or read book The SAGE Handbook of Social Media Research Methods written by Luke Sloan and published by SAGE. This book was released on 2017-01-26 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: With coverage of the entire research process in social media, data collection and analysis on specific platforms, and innovative developments in the field, this handbook is the ultimate resource for those looking to tackle the challenges that come with doing research in this sphere.

Download or read book Volunteered Geographic Information written by Dirk Burghardt and published by Springer Nature. This book was released on 2023-12-08 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book includes methods for retrieval, semantic representation, and analysis of Volunteered Geographic Information (VGI), geovisualization and user interactions related to VGI, and discusses selected topics in active participation, social context, and privacy awareness. It presents the results of the DFG-funded priority program "VGI: Interpretation, Visualization, and Social Computing" (2016-2023). The book includes three parts representing the principal research pillars within the program. Part I "Representation and Analysis of VGI" discusses recent approaches to enhance the representation and analysis of VGI. It includes semantic representation of VGI data in knowledge graphs; machine-learning approaches to VGI mining, completion, and enrichment as well as to the improvement of data quality and fitness for purpose. Part II "Geovisualization and User Interactions related to VGI" book explores geovisualizations and user interactions supporting the analysis and presentation of VGI data. When designing these visualizations and user interactions, the specific properties of VGI data, the knowledge and abilities of different target users, and technical viability of solutions need to be considered. Part III "Active Participation, Social Context and Privacy Awareness" of the book addresses the human impact associated with VGI. It includes chapters on the use of wearable sensors worn by volunteers to record their exposure to environmental stressors on their daily journeys, on the collective behavior of people using location-based social media and movement data from football matches, and on the motivation of volunteers who provide important support in information gathering, filtering and analysis of social media in disaster situations. The book is of interest to researchers and advanced professionals in geoinformation, cartography, visual analytics, data science and machine learning.

Download or read book Working with Text written by Emma Tonkin and published by Elsevier. This book was released on 2016-07-14 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is text mining, and how can it be used? What relevance do these methods have to everyday work in information science and the digital humanities? How does one develop competences in text mining? Working with Text provides a series of cross-disciplinary perspectives on text mining and its applications. As text mining raises legal and ethical issues, the legal background of text mining and the responsibilities of the engineer are discussed in this book. Chapters provide an introduction to the use of the popular GATE text mining package with data drawn from social media, the use of text mining to support semantic search, the development of an authority system to support content tagging, and recent techniques in automatic language evaluation. Focused studies describe text mining on historical texts, automated indexing using constrained vocabularies, and the use of natural language processing to explore the climate science literature. Interviews are included that offer a glimpse into the real-life experience of working within commercial and academic text mining. Introduces text analysis and text mining tools Provides a comprehensive overview of costs and benefits Introduces the topic, making it accessible to a general audience in a variety of fields, including examples from biology, chemistry, sociology, and criminology

Download or read book Decision Support Systems V Big Data Analytics for Decision Making written by Boris Delibašić and published by Springer. This book was released on 2015-05-18 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Decision Support Systems Technology, ICDSST 2015, held in Belgrade, Serbia, in May 2015. The theme of the event was “Big Data Analytics for Decision-Making” and it was organized by the EURO (Association of European Operational Research Societies) working group of Decision Support Systems (EWG-DSS). The eight papers presented in this book were selected out of 26 submissions after being carefully reviewed by at least three internationally known experts from the ICDSST 2015 Program Committee and external invited reviewers. The selected papers are representative of current and relevant research activities in the area of decision support systems, such as decision analysis for enterprise systems and non-hierarchical networks, integrated solutions for decision support and knowledge management in distributed environments, decision support system evaluations and analysis through social networks, and decision support system applications in real-world environments. The volume is completed by an additional invited paper on big data decision-making use cases.

Download or read book Automating Open Source Intelligence written by Robert Layton and published by Syngress. This book was released on 2015-12-03 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms for Automating Open Source Intelligence (OSINT) presents information on the gathering of information and extraction of actionable intelligence from openly available sources, including news broadcasts, public repositories, and more recently, social media. As OSINT has applications in crime fighting, state-based intelligence, and social research, this book provides recent advances in text mining, web crawling, and other algorithms that have led to advances in methods that can largely automate this process. The book is beneficial to both practitioners and academic researchers, with discussions of the latest advances in applications, a coherent set of methods and processes for automating OSINT, and interdisciplinary perspectives on the key problems identified within each discipline. Drawing upon years of practical experience and using numerous examples, editors Robert Layton, Paul Watters, and a distinguished list of contributors discuss Evidence Accumulation Strategies for OSINT, Named Entity Resolution in Social Media, Analyzing Social Media Campaigns for Group Size Estimation, Surveys and qualitative techniques in OSINT, and Geospatial reasoning of open data. Presents a coherent set of methods and processes for automating OSINT Focuses on algorithms and applications allowing the practitioner to get up and running quickly Includes fully developed case studies on the digital underground and predicting crime through OSINT Discusses the ethical considerations when using publicly available online data

Download or read book Handbook of Language Analysis in Psychology written by Morteza Dehghani and published by Guilford Publications. This book was released on 2022-01-05 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent years have seen an explosion of interest in the use of computerized text analysis methods to address basic psychological questions. This comprehensive handbook brings together leading language analysis scholars to present foundational concepts and methods for investigating human thought, feeling, and behavior using language. Contributors work toward integrating psychological science and theory with natural language processing (NLP) and machine learning. Ethical issues in working with natural language data sets are discussed in depth. The volume showcases NLP-driven techniques and applications in areas including interpersonal relationships, personality, morality, deception, social biases, political psychology, psychopathology, and public health.

Download or read book Social Innovations Institutional Change and Economic Performance written by Timo J. Hämäläinen and published by Edward Elgar Publishing. This book was released on 2007-01-01 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: À much needed examination of a neglected issue - how societies, regions and institutions adjust to our rapidly changing economic world.'. - W. Brian Arthur, Santa Fe Institute, New Mexico. T̀his is a marvellously rich work of synthesis, bringing together a very wide range of theoretical perspectives to make sense of contemporary patterns of economic and social change. Its range of reference is remarkable - and it is further proof that much of the most interesting theoretical and empirical work today is being done on the boundaries of disciplines.'. - Geoff Mulgan, Director, The Young Foundati.

Download or read book Researching Language and Social Media written by Ruth Page and published by Routledge. This book was released on 2014-06-27 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Media is fast becoming a key area of linguistic research. This highly accessible guidebook leads students through the process of undertaking research in order to explore the language that people use when they communicate on social media sites. This textbook provides: An introduction to the linguistic frameworks currently used to analyse language found in social media contexts An outline of the practical steps and ethical guidelines entailed when gathering linguistic data from social media sites and platforms A range of illustrative case studies, which cover different approaches, linguistic topics, digital platforms, and national contexts Each chapter begins with a clear summary of the topics covered and also suggests sources for further reading to supplement the initial discussion and case studies. Written with an international outlook, Researching Language and Social Media is an essential book for undergraduate and postgraduate students of Linguistics, Media Studies and Communication Studies.

Download or read book Social Computing and Social Media Communication and Social Communities written by Gabriele Meiselwitz and published by Springer. This book was released on 2019-07-10 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 11578 and 11579 constitutes the refereed proceedings of the 11th International Conference on Social Computing and Social Media, SCSM 2019, held in July 2019 as part of HCI International 2019 in Orlando, FL, USA. HCII 2019 received a total of 5029 submissions, of which 1275 papers and 209 posters were accepted for publication after a careful reviewing process. The 81 papers presented in these two volumes are organized in topical sections named: Social Media Design and Development, Human Behaviour in Social Media, Social Network Analysis, Community Engagement and Social Participation, Computer Mediated Communication, Healthcare Communities, Social Media in Education, Digital Marketing and Consumer Experience.

Download or read book Handbook on Digital Corporate Communication written by Vilma Luoma-aho and published by Edward Elgar Publishing. This book was released on 2023-05-09 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive Handbook offers an extensive overview of current knowledge of corporate communication from a digital perspective. It provides a state-of-the-art view of the ubiquitous impact, both positive and negative, of digital technologies and digitalisation processes on corporate communication.

Download or read book The SAGE Handbook of Social Media Research Methods written by Anabel Quan-Haase and published by SAGE. This book was released on 2022-09-02 with total page 860 pages. Available in PDF, EPUB and Kindle. Book excerpt: The SAGE Handbook of Social Media Research Methods spans the entire research process, from data collection to analysis and interpretation. This second edition has been comprehensively updated and expanded, from 39 to 49 chapters. In addition to a new section of chapters focussing on ethics, privacy and the politics of social media data, the new edition provides broader coverage of topics such as: Data sources Scraping and spidering data Locative data, video data and linked data Platform-specific analysis Analytical tools Critical social media analysis Written by leading scholars from across the globe, the chapters provide a mix of theoretical and applied assessments of topics, and include a range of new case studies and data sets that exemplify the methodological approaches. This Handbook is an essential resource for any researcher or postgraduate student embarking on a social media research project. PART 1: Conceptualising and Designing Social Media Research PART 2: Collecting Data PART 3: Qualitative Approaches to Social Media Data PART 4: Quantitative Approaches to Social Media Data PART 5: Diverse Approaches to Social Media Data PART 6: Research & Analytical Tools PART 7: Social Media Platforms PART 8: Privacy, Ethics and Inequalities

Download or read book Constructing Digital Cultures written by Judith E. Rosenbaum and published by Lexington Books. This book was released on 2017-11-01 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Announcing presidential decisions, debating social issues, disputing the latest developments in television shows, and sharing funny memes—Twitter has become a space where ordinary citizens and world-leaders alike share their thoughts and ideas. As a result, some argue Twitter has leveled the playing field, while others reject this view as too optimistic. This has led to an ongoing debate about the platform’s democratizing potential and whether activity on Twitter engenders change or merely magnifies existing voices. Constructing Digital Cultures explores these issues and more through an in-depth examination of how Twitter users collaborate to create cultural understandings. Looking closely at how user-generated narratives renegotiate dominant ideas about gender and race, it provides insight into the nature of digital culture produced on Twitter and the platform’s potential as a virtual public sphere. This volume investigates arenas of discussion often seen on Twitter—from entertainment and popular culture to politics, social justice issues, and advertising—and looks into how members of ethnic minority groups use and relate to the platform. Through an in-depth examination of individual expressions, the different kinds of dialogue that characterize the platform, and various ways in which people connect, Constructing Digital Cultures provides a critical, empirically based consideration of Twitter’s potential as an inclusive, egalitarian public sphere for the modern age.

Download or read book Corpus Linguistics for Online Communication written by Luke Curtis Collins and published by Routledge. This book was released on 2019-02-25 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Corpus Linguistics for Online Communication provides an instructive and practical guide to conducting research using methods in corpus linguistics in studies of various forms of online communication. Offering practical exercises and drawing on original data taken from online interactions, this book: introduces the basics of corpus linguistics, including what is involved in designing and building a corpus; reviews cutting-edge studies of online communication using corpus linguistics, foregrounding different analytical components to facilitate studies in professional discourse, online learning, public understanding of health issues and dating apps; showcases both freely-available corpora and the innovative tools that students and researchers can access to carry out their own research. Corpus Linguistics for Online Communication supports researchers and students in generating high quality, applied research and is essential reading for those studying and researching in this area.

Download or read book Parallel Corpora for Contrastive and Translation Studies written by Irene Doval and published by John Benjamins Publishing Company. This book was released on 2019-03-20 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume assesses the state of the art of parallel corpus research as a whole, reporting on advances in both recent developments of parallel corpora – with some particular references to comparable corpora as well– and in ways of exploiting them for a variety of purposes. The first part of the book is devoted to new roles that parallel corpora can and should assume in translation studies and in contrastive linguistics, to the usefulness and usability of parallel corpora, and to advances in parallel corpus alignment, annotation and retrieval. There follows an up-to-date presentation of a number of parallel corpus projects currently being carried out in Europe, some of them multimodal, with certain chapters illustrating case studies developed on the basis of the corpora at hand. In most of these chapters, attention is paid to specific technical issues of corpus building. The third part of the book reflects on specific applications and on the creation of bilingual resources from parallel corpora. This volume will be welcomed by scholars, postgraduate and PhD students in the fields of contrastive linguistics, translation studies, lexicography, language teaching and learning, machine translation, and natural language processing.

Download or read book Educating for a New Future Making Sense of Technology Enhanced Learning Adoption written by Isabel Hilliger and published by Springer Nature. This book was released on 2022-09-05 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 17th European Conference on Technology Enhanced Learning, EC-TEL 2022, held in Toulouse, France, in September 2022. The 30 research papers and 31 demo and poster papers presented in this volume were carefully reviewed and selected from 109 submissions. Chapter “Learners’ Strategies in Interactive Sorting Tasks” is available open access under a CC BY 4.0 license.