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Human-centered social media analytics

Author: Yun Fu
Publisher: Cham ; New York : Springer, [2014]
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
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 methodologies. The text explains the fundamentals of this field, and describes state-of-the-art methods for inferring social  Read more...
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Genre/Form: Electronic books
Ebook
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Yun Fu
ISBN: 9783319054919 3319054910 3319054902 9783319054902 1322522103 9781322522104
OCLC Number: 875887092
Language Note: English.
Description: 1 online resource (208 pages) : illustrations
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.
Responsibility: Yun Fu, editor.

Abstract:

This book provides a timely and unique survey of next-generation social computational methodologies. discusses the prediction and recognition of human attributes via social media analytics, including  Read more...

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