
From People to Entities: New Semantic Search Paradigms for the Web
Gianluca Demartini(Author)
Akademische Verlagsgesellschaft AKA
1st Edition
Published on 23. December 2013
Book
Paperback/Softback
VI, 162 pages
978-3-89838-687-6 (ISBN)
Description
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 simpli?ed 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 ?nd people in the company who are knowledgeable about a certain topic.In the ?rst part of the book, we propose a model for expert ?nding 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.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.
More details
Series
Language
English
Place of publication
Berlin
Germany
Target group
College/higher education
Professional and scholarly
Gesellschaften, Organisationen, Institute und alle Wissenschaftler, die sich mit dem Thema semantisches Web beschäftigen
Dimensions
Height: 24 cm
Width: 16 cm
ISBN-13
978-3-89838-687-6 (9783898386876)
Schweitzer Classification