Transparency in Social Media Tools, Methods and Algorithms for Mediating Online Interactions /

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 ma...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Matei, Sorin Adam (Editor ), Russell, Martha G. (Editor ), Bertino, Elisa (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Computational Social Sciences,
Temas:
Data mining.
Graph theory.
Sociology-Methodology.
System theory.
Social sciences-Data processing.
Data Mining and Knowledge Discovery.
Graph Theory.
Sociological Methods.
Complex Systems.
Computer Application in Social and Behavioral Sciences.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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