Title :
Fuzzy queries and cross-language ontologies in multilingual document exploitation
Author :
Cross, Valerie V. ; Voss, Clare R.
Author_Institution :
Dept. of Comput. Sci., North Carolina Univ., Charlotte, NC, USA
Abstract :
We report on our progress developing RAVEN, a prototype system that enables English-speaking users to quickly determine whether an individual foreign language (FL) text document is relevant to their interest when they do not understand that FL and no human or high-quality machine translation of the document is available. RAVEN uses a cross-language ontology fuzzy mathematics, and graph-based visualization software during it user-query phase and its document-assessment phase. We introduce a novel fuzzy query-construction method and a graph-based presentation of query results with document relevance measures
Keywords :
data visualisation; fuzzy set theory; information retrieval systems; knowledge based systems; language translation; query processing; RAVEN; cross-language ontolog; foreign language text document; fuzzy query; fuzzy set theory; graph-based visualization software; knowledge based systems; multilingual document exploitation; user-query phase; Computer science; Engines; Fuzzy logic; Fuzzy systems; Humans; Information retrieval; Laboratories; Model driven engineering; Ontologies; Prototypes;
Conference_Titel :
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-5877-5
DOI :
10.1109/FUZZY.2000.839068
