Human-Centered Social Media Analytics

Human-Centered Social Media Analytics

Utilizing the ubiquity of social media in modern society, the emerging interdisciplinary field of social computing offers the promise of important human-centered applications.  Human-Centered Social Media Analytics provides a timely and unique survey of next-generation social computational methodolo...

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Bibliographic Details
Published in:Springer eBooks
Corporate Author: SpringerLink (Online service)
Other Authors: Fu, Yun (Editor)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
Subjects:
Computer Science.
Data mining.
Artificial intelligence.
Computer vision.
Biometrics.
Data Mining and Knowledge Discovery.
User Interfaces and Human Computer Interaction.
Artificial Intelligence (incl. Robotics).
Image Processing and Computer Vision.
Online Access:http://dx.doi.org/10.1007/978-3-319-05491-9
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Table of Contents:
  • Part I: Social Relationships in Human-Centered Media
  • Bridging Human-Centered Social Media Content across Web Domains
  • Learning Social Relations from Videos
  • Community Understanding in Location-Based Social Networks
  • Social Role Recognition for Human Event Understanding
  • Integrating Randomization and Discrimination for Classifying Human-Object Interaction Activities
  • Part II: Human Attributes in Social Media Analytics
  • Recognizing People in Social Context
  • Female Facial Beauty Attribute Recognition and Editing
  • Facial Age Estimation
  • Identity and Kinship Relations in Group Pictures
  • Recognizing Occupations through Probabilistic Models.

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