Download e-book for iPad: Recommender Systems for Social Tagging Systems by Leandro Balby Marinho,Andreas Hotho,Robert

Storage Retrieval

By Leandro Balby Marinho,Andreas Hotho,Robert Jäschke,Alexandros Nanopoulos,Steffen Rendle,Lars Schmidt-Thieme,Gerd Stumme,Panagiotis Symeonidis

ISBN-10: 1461418933

ISBN-13: 9781461418931

Social Tagging structures are internet purposes during which clients add assets (e.g., bookmarks, movies, pictures, etc.) and annotate it with a listing of freely selected key phrases referred to as tags. this can be a grassroots method of manage a website and support clients to discover the assets they're attracted to. Social tagging platforms are open and inherently social; gains which have been confirmed to motivate participation. even though, with the massive approval for those structures and the expanding volume of user-contributed content material, details overload speedily turns into a topic. Recommender structures are popular purposes for expanding the extent of proper content material over the “noise” that continually grows as a growing number of content material turns into on hand on-line. In social tagging platforms, even though, we are facing new demanding situations. whereas in vintage recommender platforms the mode of advice is largely the source, in social tagging platforms there are 3 attainable modes of advice: clients, assets, or tags. consequently appropriate tools that appropriately take advantage of different dimensions of social tagging structures info are wanted. during this booklet, we survey the latest and cutting-edge paintings a few entire new new release of recommender platforms equipped to serve social tagging platforms. The e-book is split into self-contained chapters masking the history fabric on social tagging platforms and recommender structures to the extra complex thoughts just like the ones in keeping with tensor factorization and graph-based models.

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Recommender Systems for Social Tagging Systems (SpringerBriefs in Electrical and Computer Engineering) by Leandro Balby Marinho,Andreas Hotho,Robert Jäschke,Alexandros Nanopoulos,Steffen Rendle,Lars Schmidt-Thieme,Gerd Stumme,Panagiotis Symeonidis


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