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Applying syntactical information in ...
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Wang, Shu.
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Applying syntactical information in search.
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Applying syntactical information in search./
作者:
Wang, Shu.
面頁冊數:
111 p.
附註:
Source: Dissertation Abstracts International, Volume: 71-03, Section: B, page: 1905.
Contained By:
Dissertation Abstracts International71-03B.
標題:
Engineering, Computer. -
電子資源:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3396831
ISBN:
9781109661477
Applying syntactical information in search.
Wang, Shu.
Applying syntactical information in search.
- 111 p.
Source: Dissertation Abstracts International, Volume: 71-03, Section: B, page: 1905.
Thesis (Ph.D.)--University of California, Irvine, 2010.
This dissertation addresses the problem about how to apply syntactical information in search.
ISBN: 9781109661477Subjects--Topical Terms:
1669061
Engineering, Computer.
Applying syntactical information in search.
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Source: Dissertation Abstracts International, Volume: 71-03, Section: B, page: 1905.
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We first survey the various existing methods, focusing on the dilemma that obtaining high accuracy results usually sacrifice the response time. We then propose a novel information retrieval framework to combine keyword-based search and search based on syntactical information. In particular, we design a sequential structure LSC (Language Sequential Component) to encode syntactical information. Given a sentence, LSC provides a bridge from its syntactical representation and semantic meaning. We also propose a learning algorithm to obtain the LSC from a training set, a classification algorithm to find the relevant LSC from a user query to interpret the intentions of the user, and a search framework (called Semantic Search Engine) to incorporate syntactical information into a keyword based search system. Our experiments show the Semantic Search Engine outperforms the keyword-based approach significantly.
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http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3396831
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