DocumentCode :
2188404
Title :
An Approach to Implementing an Intelligent Web Search
Author :
Klyuev, Vitaly
Author_Institution :
Univ. of Aizu, Aizu-Wakamatsu, Japan
fYear :
2008
fDate :
27-28 Dec. 2008
Firstpage :
125
Lastpage :
130
Abstract :
The retrieval efficiency of the presently used search tools cannot be significantly improved: A "bag of words" interpretation causes loosing semantics of texts. The functional approach to present English texts in the memory of computers makes it possible to keep semantic relations between words. These relations can be taken into account when indexing documents and when performing searching. Utilizing this approach, it is possible to use a natural language to express user queries. In many cases, this way is more usual for users to describe their information needs compared to the keyword style. The factoid question answering task is one of the possible its applications. Key components of the prototype of a system utilizing this approach are discussed.
Keywords :
Internet; indexing; information needs; natural language processing; query formulation; text analysis; English text; bag of words; document indexing; information needs; intelligent Web search; natural language; question answering task; retrieval efficiency; search tool; semantic relations; user query; Computer science; Indexing; Information resources; Internet; Natural languages; Prototypes; Search engines; Statistical analysis; Web search; Web services; Web search; natural language; semantic database;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Frontier of Computer Science and Technology, 2008. FCST '08. Japan-China Joint Workshop on
Conference_Location :
Nagasahi
Print_ISBN :
978-1-4244-3418-3
Type :
conf
DOI :
10.1109/FCST.2008.12
Filename :
4736519
Link To Document :
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