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Semantic Search on Text and Knowledge Bases (Paperback)
Loot Price: R2,221
Discovery Miles 22 210
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Semantic Search on Text and Knowledge Bases (Paperback)
Series: Foundations and Trends (R) in Information Retrieval
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Total price: R2,241
Discovery Miles: 22 410
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This monograph provides a comprehensive overview of the broad area
of semantic search on text and knowledge bases. In a nutshell,
semantic search is ""search with meaning"". This ""meaning"" can
refer to various parts of the search process: understanding the
query (instead of just finding matches of its components in the
data), understanding the data (instead of just searching it for
such matches), or representing knowledge in a way suitable for
meaningful retrieval. Semantic search is studied in a variety of
different communities with a variety of different views of the
problem. This book classifies this work according to two
dimensions: the type of data (text, knowledge bases, combinations
of these) and the kind of search (keyword, structured, natural
language). All nine combinations are considered. The focus is on
fundamental techniques, concrete systems, and benchmarks. The
monograph also considers advanced issues: ranking, indexing,
ontology matching and merging, and inference. It also provides a
succinct overview of fundamental natural language processing
techniques: POS-tagging, named-entity recognition and
disambiguation, sentence parsing, and distributional semantics.
Semantic Search on Text and Knowledge Bases is as self-contained as
possible, and should thus also serve as a good tutorial for
newcomers to this fascinating and highly topical field.
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