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E-raamat: Transparency in Social Media: Tools, Methods and Algorithms for Mediating Online Interactions

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  • Formaat: PDF+DRM
  • Sari: Computational Social Sciences
  • Ilmumisaeg: 22-Jul-2015
  • Kirjastus: Springer International Publishing AG
  • Keel: eng
  • ISBN-13: 9783319185521
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  • Formaat: PDF+DRM
  • Sari: Computational Social Sciences
  • Ilmumisaeg: 22-Jul-2015
  • Kirjastus: Springer International Publishing AG
  • Keel: eng
  • ISBN-13: 9783319185521

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This volume presents, in a synergistic manner, significant theoretical and practical contributions in the area of social media reputation and authorship measurement, visualization and modelling. The book justifies and proposes several significant contributions to a future agenda for understanding the requirements for making more social media authorship more transparent. Building on work presented in a previous volume,Roles, Trust, and Reputation in Social Media Knowledge Markets, this book discusses new tools, applications, services, and algorithms that are needed for the future of content in a real-time publishing world. These insights may help people who interact and create content through social media or who may assist in analyzing audience attitudes, perceptions and behavior in informal social media or in formal organizational structures. In addition, the volume includes several chapters that analyze the higher order ethical, critical thinking and philosophical principles that may be used to ground social media authorship or use on valid moral and socially consequential foundations. Together, the perspectives presented in this volume help to understand how social media content is created and how its impact can be evaluated. The chapters demonstrate thought leadership through new ways of constructing social media experiences and making traces of social interaction visible.

Transparency in Social Media aims to help researchers and practitioners design services, tools or methods of analysis that encourage a more transparent process of interaction and communication on social media. Knowing who has added what content and with what authority to a specific online social media project can help the user community better understand, evaluate and make decisions and ultimately, act on the basis of such information.

Part I Overtures to Transparency in Social Media
Introduction
3(6)
Sorin Adam Matei
Elisa Bertino
Martha Russell
Socio-Computational Frameworks, Tools and Algorithms for Supporting Transparent Authorship in Social Media Knowledge Markets
9(20)
Karina Alexanyan
Sorin Adam Matei
Martha Russell
Part II Assessing Provenance and Pathways in Social Media: Case Studies, Methods, and Tools
Robust Aggregation of Inconsistent Information: Concepts and Research Directions
29(22)
Aleksandar Ignjatovic
Mohsen Rezvani
Mohammad Allahbakhsh
Elisa Bertino
Weaponized Crowdsourcing: An Emerging Threat and Potential Countermeasures
51(16)
James Caverlee
Kyumin Lee
The Structures of Twitter Crowds and Conversations
67(42)
Marc A. Smith
Itai Himelboim
Lee Rainie
Ben Shneiderman
Visible Effort: Visualizing and Measuring Group Structuration Through Social Entropy
109(16)
Sorin Adam Matei
Robert Bruno
Pamela L. Morris
Stepwise Segmented Regression Analysis: An Iterative Statistical Algorithm to Detect and Quantify Evolutionary and Revolutionary Transformations in Longitudinal Data
125(20)
Brian C. Britt
Towards Bottom-Up Decision Making and Collaborative Knowledge Generation in Urban Infrastructure Projects Through Online Social Media
145(20)
Mazdak Nik-Bakht
Tamer E. El-Diraby
Biometric-Based User Authentication and Activity Level Detection in a Collaborative Environment
165(18)
Faisal Ahmed
Marina Gavrilova
Part III Improving Transparency Through Documentation and Curation
In the Flow: Evolving from Utility Based Social Medium to Community Peer
183(14)
Michael G. Zentner
Lynn K. Zentner
Dwight McKay
Swaroop Samek
Nathan Denny
Sabine Brunswicker
Gerhard Klimeck
Ostinato: The Exploration-Automation Cycle of User-Centric, Process-Automated Data-Driven Visual Network Analytics
197(26)
Jukka Huhtamaki
Martha G. Russell
Neil Rubens
Kaisa Still
Visual Analytics of User Influence and Location-Based Social Networks
223(16)
Jiawei Zhang
Junghoon Chae
Shehzad Afzal
Abish Malik
Dennis Thorn
Yun Jang
Thomas Ertl
Sorin Adam Matei
David S. Ebert
Transparency, Control, and Content Generation on Wikipedia: Editorial Strategies and Technical Affordances
239(18)
Sorin Adam Matei
Jeremy Foote
Part IV Transparency in Social Media: Ethical and Critical Dimensions
Truth Telling and Deception in the Internet Society
257(20)
Robert B. Laughlin
Embedding Privacy and Ethical Values in Big Data Technology
277(26)
Michael Steinmann
Julia Shuster
Jeff Collmann
Sorin Adam Matei
Rochelle E. Tractenberg
Kevin FitzGerald
Gregory J. Morgan
Douglas Richardson
Critical Thinking and Socio-Technical Methods for Ascertaining Credibility Online
303
Howard Rheingold
Sorin Adam Matei