Transparency in social media : tools, methods and algorithms for mediating online interactions /

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Bibliographic Details
Imprint:	Cham : Springer, 2015.
Description:	1 online resource
Language:	English
Series:	Computational social sciences Computational social sciences.
Subject:	User-generated content. Information superhighway -- Social aspects. Online identities. Knowledge management. Information superhighway -- Social aspects. Knowledge management. Online identities. User-generated content. Electronic books.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/13453578

Hidden Bibliographic Details
Other authors / contributors:	Matei, Sorin A. (Sorin Adam), 1965- editor. Russell, Martha G., editor. Bertino, Elisa, editor.
ISBN:	9783319185521 3319185527 3319185519 9783319185514 9783319185514
Digital file characteristics:	text file PDF
Notes:	Includes bibliographical references. English. Online resource; title from PDF title page (Ebsco, viewed July 28, 2015).
Summary:	The volume presents, in a synergistic manner, significant theoretical and practical contributions in the area of social media reputation and authorship measurement, visualization, and modeling. The book justifies and proposes contributions to a future agenda for understanding the requirements for making social media authorship more transparent. Building on work presented in a previous volume of this series, Roles, Trust, and Reputation in Social Media Knowledge Markets, this book discusses new tools, applications, services, and algorithms that are needed for authoring content in a real-time publishing world. These insights may help people who interact and create content through social media better assess their potential for knowledge creation. They may also 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. Together, the perspectives presented in this volume help us 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.
Other form:	Printed edition: 9783319185514
Standard no.:	10.1007/978-3-319-18552-1 10.1007/978-3-319-18

Table of Contents:

Part I. Overtures to Transparency in Social Media
Introduction
Socio-Computational Frameworks, Tools and Algorithms for Supporting Transparent Authorship in Social Media Knowledge Markets: Lessons from the second KredibleNet Workshop
Part II. Assessing Provenance and Pathways in Social Media: Case studies, methods and tools
Robust Aggregation of Inconsistent Information
Concepts and Research Directions
Weaponized Crowdsourcing
The Structures of Twitter Crowds and Conversations
Visible Effort: Visualizing and measuring group structuration through social entropy
Stepwise segmented regression analysis: An iterative statistical algorithm to detect and quantify evolutionary and revolutionary transformations in longitudinal data
Towards Bottom-up Decision Making and Collaborative Knowledge Generation in Urban Infrastructure Projects through Online Social Media
Biometric-Based User Authentication and Activity Level Detection in a Collaborative Environment
Part III. Improving transparency through documentation and curation
In the Flow: Evolving from Utility Based Social Medium to Community Peer
Ostinato: The exploration-automation cycle of user-centric, process-automated data-driven visual network analytics
Visual Analytics of User-influence based Dynamic Social Networks using Twitter Data
Transparency, control and content generation on Wikipedia: Editorial strategies and technical affordances
Part IV Transparency in social media: ethical and critical dimensions
Truth Telling and Deception in Internet Society
Embedding Privacy and Ethical Values in Big Data Technology
Strategies for critical understanding of social media content.

Transparency in social media : tools, methods and algorithms for mediating online interactions /

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