From People to Entities: New Semantic Search Paradigms for the Web

From People to Entities: New Semantic Search Paradigms for the Web
Author :
Publisher : IOS Press
Total Pages : 168
Release :
ISBN-10 : 9781614993490
ISBN-13 : 1614993491
Rating : 4/5 (90 Downloads)

Book Synopsis From People to Entities: New Semantic Search Paradigms for the Web by : G. Demartini

Download or read book From People to Entities: New Semantic Search Paradigms for the Web written by G. Demartini and published by IOS Press. This book was released on 2014-01-07 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: The exponential growth of digital information available in companies and on the Web creates the need for search tools that can respond to the most sophisticated information needs. Many user tasks would be simplified if Search Engines would support typed search, and return entities instead of just Web documents. For example, an executive who tries to solve a problem needs to find people in the company who are knowledgeable about a certain topic._x000D_ In the first part of the book, we propose a model for expert finding based on the well-consolidated vector space model for Information Retrieval and investigate its effectiveness. In the second part of the book, we investigate different methods based on Semantic Web and Natural Language Processing techniques for ranking entities of different types both in Wikipedia and, generally, on the Web. _x000D_ In the third part of this thesis, we study the problem of Entity Retrieval for news applications and the importance of the news trail history (i.e., past related articles) to determine the relevant entities in current articles. We also study opinion evolution about entities: We propose a method for automatically extracting the public opinion about political candidates from the blogosphere.


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