(EBOOK PDF)Social Media Fundamentals Models and Ranking of User Generated Content 1st Edition by Claudia Wyrwoll 9783658069841 3658069848 full chapters

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• ISBN 10:3658069848 

• ISBN 13:9783658069841

• Author:Claudia Wyrwoll  

Social Media
Fundamentals, Models, and Ranking of User-Generated Content
The increasing amount of user-generated content available on social media platforms requires new methods to find, evaluate, and to compare. To this day, existing ranking approaches to user-generated content do not allow for evaluation across platforms by exploiting its metadata. User-generated content, such as blog postings, forum discussions, shared videos etc. does however contain information that can be used for its evaluation independent of specific search interests. Claudia Wyrwoll presents a query- and language-independent ranking approach that allows for global evaluation of user-generated content across different platforms. Building on an insightful introduction into social media fundamentals, she proposes new models describing phenomena associated with social media, laying the foundation for further research and development.                                                                                                                                                 

Social Media Fundamentals Models and Ranking of User Generated Content 1st Table of contents:

List of Figures
List of Tables
1 Introduction
2 User-Generated Content
2.1 What User-Generated Content Is and What It Is Not
2.1.1 Terminology for Key Concepts Used in this Work
2.1.2 The Variety of Terminologies in Related Works
2.1.3 Social Media Categories Used in this Work
2.2 The Value of User-Generated Content
2.2.1 A Short History of Publication
2.2.2 Social Media Becomes a News Source
2.2.3 Social Media Empowers Civil Movements
2.2.4 Social Media Facilitates Ethical Consumerism
2.2.5 Social Media Supports Word-of-Mouth
2.2.6 Social Media Extends Market Research
2.2.7 Intentions Determine the Value of Social Media
2.3 Users’ Strategies to Interpret Metadata Today
2.4 Existing Approaches Lack Cross-Platform Compatibility
3 Metadata in User-Generated Content
3.1 Analysis of Metadata for User-Generated Content
3.1.1 Blogs
3.1.2 Forums
3.1.3 Location Sharing and Annotation Platforms
3.1.4 Media Sharing Platforms
3.1.5 Microblogs
3.1.6 Question and Answer Platforms
3.1.7 Rating and Review Platforms
3.1.8 Social Networks
3.2 Cross-Category Comparison of Metadata
3.3 From Data to Information: Semantics of Metadata
3.3.1 Why It Matters Who the Author Is
3.3.2 Why It Matters Where Something Is Published
3.3.3 What the Content Reveals
3.3.4 What Other People Tell Us
3.4 The Social Media Document View
4 Towards Query-Independent Ranking
4.1 User Information Needs and Search Strategies
4.2 Query-Dependent and Query-Independent Ranking
4.2.1 Ranking in Information Retrieval
4.2.2 Query-Independent Ranking for Web Page Retrieval
4.3 Shortcomings of Traditional Information Retrieval Concepts
5 A Cross-Platform Ranking Approach
5.1 Five Scores Reflecting the Social Media Document View
5.2 Cross-Platform Compatibility Creates Comparability
5.3 An Example Case for Forums and Media Sharing Platforms
6 Applications
6.1 A Discovery Engine for User-Generated Content
6.2 A Search Engine for User-Generated Content
7 Conclusion
7.1 Summary
7.2 Extensions and Further Research
Appendix: Collection of User-Generated Content Metadata
Measures in Blogs
Measures in Forums
Measures in Location Sharing and Annotation Platforms
Measures in Media Sharing Platforms
Measures in Microblogs
Measures in Question and Answer Platforms
Measures in Rating and Review Platforms
Measures in Social Networks
Bibliography
Index
 

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Generated Content,Media Fundamentals,Claudia Wyrwoll