Información General

• Autores: I-Hsien Ting (ed. lit.), Tzung-Pei Hong (ed. lit.), Leon S.L. Wang (ed. lit.)
• Editores: Hershey, PA : Information Science Reference, 2012
• Año de publicación: 2012
• País: Estados Unidos
• Idioma: inglés
• ISBN: 978-1-61350-513-7
• Texto completo no disponible (Saber más ...)

Resumen

• Social network analysis dates back to the early 20th century, with initial studies focusing on small group behavior from a sociological perspective. The emergence of the Internet and subsequent increase in the use of online social networking applications has caused a shift in the approach to this field. Faced with complex, large datasets, researchers need new methods and tools for collecting, processing, and mining social network data. Social Network Mining, Analysis and Research Trends: Techniques and Applications covers current research trends in the area of social networks analysis and mining. Containing research from experts in the social network analysis and mining communities, as well as practitioners from social science, business, and computer science, this book proposes new measures, methods, and techniques in social networks analysis and also presents applications and case studies in this changing field.

Otros catálogos

• Red de Bibliotecas Universitarias (REBIUN)

Listado de artículos

• • Section 1. Introduction and Surveys

    • Social Multimedia Mining: Trends and Oppollunities in Areas of Social and Communication Studies

      Georgios Lappas

      • Resumen

      págs. 1-16

      

    • A Study of Homophily on Social Media

      Halil Bisgin, Nitin Agarwal, Xiaowei Xu

      • Resumen

      págs. 17-34

      

    • Sociocognitive Inquiry

      Brian R. Gaines, Mildred L.G. Shaw

      • Resumen

      págs. 35-55

      

    • Community Discovery: From Web Pages to Social Networks

      Damien Leprovost, Lylia Abrouk, David Gross-Amblard

      • Resumen

      págs. 56-64

      

  • Section 2. Measures, Methods and Techniques

    • Large Scale Graph Mining with MapReduce: Diameter Estimation and Eccentricity Plots of Massive Graphs with Mining Applications

      Charalampos E. Tsourakakis

      • Resumen

      págs. 66-78

      

    • Social Network Inspired Approach to Intelligent Monitoring of Intelligence Data

      Qiang Shen, Tossapon Boongoen

      • Resumen

      págs. 79-100

      

    • Detecting Pharmaceutical Spam in Microblog Messages

      Kathy J. Liszka, Chien-Chung Chan, Chandra Shekar

      • Resumen

      págs. 101-115

      

    • Exploiting Social Annotations for Resource Classification

      Arkaitz Zubiaga, Víctor Fresno Fernández, Raquel Martínez Unanue

      • Resumen

      págs. 116-130

      

    • Social Network Construction in the Information Age: Views and Perspectives

      Michael Farrugia, Neil Hurley, Diane Payne, Aaron Quigley

      • Resumen

      págs. 131-155

      

    • Dynamics and Evolutional Patterns of Social Networks

      Jin Yingzi, Yutaka Matsuo

      • Resumen

      págs. 156-170

      

    • Modeling Customer Behavior with Analytical Profiles

      Jerzy Surma

      • Resumen

      págs. 171-182

      

    • Social Search and Personalization Through Demographic Filtering

      Kamal Taha, Ramez Elmasri

      • Resumen

      págs. 183-203

      

  • Section 3. Applications and Case Studies

    • Mining Organizations' Networks: Multi-Level Approach

      James A. Danowski

      • Resumen

      págs. 205-230

      

    • Universal Dynamics on Complex Networks, Really?: A Comparison of Two Real-World Networks that Cross Structural Paths... but Ever so Differently

      Brigitte Gay

      • Resumen

      págs. 231-249

      

    • A Social Network Model for Understanding Technology Use for Knowledge-Intensive Workers

      Kon Shing Kenneth Chung

      • Resumen

      págs. 250-269

      

    • Social Recommendations: Mentor and Leader Detection to Alleviate the Cold-Start Problem in Collaborative Filtering

      Armelle Brun, Sylvain Castagnos, Anne Boyer

      • Resumen

      págs. 270-290

      

    • Capturing Market Mavens among Advergamers: A Case of Mobile-Based Social Networking Site in Japan

      Shintaro Okazaki, Jaime Romero de la Fuente, Sara Campo Martínez

      • Resumen

      págs. 291-305

      

    • Semantic-Awareness for a Useful Digital Life

      Johann Stan, Myriam Ribière, Jérôme Picault, Lionel Natarianni, Nicolas Marie

      • Resumen

      págs. 306-338

      

    • The Comparability of Event-Related and General Social Support

      Valentina Hlebec, Maja Mrzel, Tina Kogovsek

      • Resumen

      págs. 339-359