Recommender systems for the social web
The recommendation of products, content and services cannot be considered newly born, although its widespread application is still in full swing. While its growing success in numerous sectors, the progress of the Social Web has revolutionized the architecture of participation and relationship in the Web, making it necessary to restate recommendation and reconciling it with Collaborative Tagging, as the popularization of authoring in the Web, and Social Networking, as the translation of personal…
Read More ↓Title Statements
- Full title :Recommender systems for the social web / José J. Pazos Arias, Ana Fernández Vilas, and Rebeca P. Díaz Redondo.
Summary
The recommendation of products, content and services cannot be considered newly born, although its widespread application is still in full swing. While its growing success in numerous sectors, the progress of the Social Web has revolutionized the architecture of participation and relationship in the Web, making it necessary to restate recommendation and reconciling it with Collaborative Tagging, as the popularization of authoring in the Web, and Social Networking, as the translation of personal relationships to the Web. Precisely, the convergence of recommendation with the above Social Web pillars is what motivates this book, which has collected contributions from well-known experts in the academy and the industry to provide a broader view of the problems that Social Recommenders might face with. If recommender systems have proven their key role in facilitating the user access to resources on the Web, when sharing resources has become social, it is natural for recommendation strategies in the Social Web era take into account the users' point of view and the relationships among users to calculate their predictions.
Read More ↓Edition Statements
- Publication Date:2012.
Publication Statements
- Publisher(s):Springer
- Place of Publication:Heidelberg [Germany]
- Language:eng
- Publication Date:2012.
The Physical Object
- Description:1 online resource (xix, 222 pages) : : illustrations (some color).
Edition Identifiers
- ISBN:9783642256943, 3642256945, 3642256937, 9783642256936
- DOI:10.1007/978-3-642-25694-3
- oclc:ocn905286711
- Dewey Decimal:621.3845
Table of Contents
Part 1. General Aspects. Social Recommender Systems / Georg Groh, Stefan Birnkammerer, Valeria Köllhofer -- Legal Aspects of Recommender Systems in the Web 2.0: Trust, Liability and Social Networking / Teresa Rodríguez de las Heras Ballell -- Part 2. Interoperability for Recommendation. Challenges in Tag Recommendations for Collaborative Tagging Systems / Robert Jäschke, Andreas Hotho, Folke Mitzlaff, Gerd Stumme -- A Multi-criteria Approach for Automatic Ontology Recommendation Using Collective Knowledge / Marcos Martínez-Romero, José M. Vázquez-Naya, Javier Pereira, Alejandro Pazos -- Part 3. Trust & Recommendation. Implicit Trust Networks: A Semantic Approach to Improve Collaborative Recommendations / Manuela I. Martín-Vicente, Alberto Gil-Solla, Manuel Ramos-Cabrer -- Social Recommendation Based on a Rich Aggregation Model / Ido Guy -- Part 4. Group Recommendation. Group Recommender Systems: New Perspectives in the Social Web / Iván Cantador, Pablo Castells -- Augmenting Collaborative Recommenders by Fusing Social Relationships: Membership and Friendship / Quan Yuan, Li Chen, Shiwan Zhao -- Part 5. Applications. Recommendations on the Move / Alicia Rodríguez-Carrión, Celeste C…
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