Title :
Semantic Retrieval of Text Documents
Author :
Klyuev, Vitaly ; Oleshchuk, Vladimir
Author_Institution :
Univ. of Aizu, Aizuwakamatsu
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;
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
DOI :
10.1109/CIT.2007.198