DocumentCode
2139606
Title
Semantic Retrieval of Text Documents
Author
Klyuev, Vitaly ; Oleshchuk, Vladimir
Author_Institution
Univ. of Aizu, Aizuwakamatsu
fYear
2007
fDate
16-19 Oct. 2007
Firstpage
189
Lastpage
193
Abstract
Nowadays, the Internet is the major source of information for millions of people. There are many search tools available on the net but finding appropriate text information is still difficult. The retrieval efficiency of the presently used systems cannot be significantly improved: "bag of words" interpretation causes loosing semantics of texts. We applied the functional approach to present English text documents in the memory of computers. It allowed to keep semantic relations between words when indexing documents and use ordinary English sentences as queries to submit to a search engine. The proposed retrieval algorithm returns highly relevant documents. The presented example illustrates the advantage of the discussed approach compared to the traditional key word search.
Keywords
indexing; information retrieval; natural languages; search engines; semantic Web; text analysis; English text document retrieval; Internet; document indexing; search engine; semantic Web; Dictionaries; Educational institutions; Indexing; Information resources; Information retrieval; Information technology; Internet; Natural languages; Search engines; Statistical analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Information Technology, 2007. CIT 2007. 7th IEEE International Conference on
Conference_Location
Aizu-Wakamatsu, Fukushima
Print_ISBN
978-0-7695-2983-7
Type
conf
DOI
10.1109/CIT.2007.198
Filename
4385079
Link To Document