Title :
Toward enhanced Natural Language Processing to databases: Building a specific domain Ontology derived from database conceptual model
Author :
Khamis, Rajeh ; Shatnawi, Safwan
Author_Institution :
Appl. Studies Coll., Univ. of Bahrain, Sakhir, Bahrain
Abstract :
Natural Language Interface to database NLIDB applications achieve great success when dealing with simple user requests, however most of NLIDB applications fail dramatically when users issue indirect or sophisticated requests. One modern approach to enhance NLIDB is using Ontology. Ontologies are very helpful when used with Natural Language Processing applications for supporting extraction of relevant elements from databases. This paper proposes a framework and a semi automatic procedure for building domain specific Ontology by using data conceptual model and general purpose Ontology such as WordNet. The aim is to help NLIDB understanding and simplifying indirect users data requests.
Keywords :
database management systems; natural language interfaces; natural language processing; ontologies (artificial intelligence); WordNet; database conceptual model; general purpose ontology; natural language interface to databases; natural language processing; specific domain ontology; Application software; Artificial intelligence; Buildings; Databases; Educational institutions; Information retrieval; Natural language processing; Natural languages; Ontologies; Vocabulary;
Conference_Titel :
Informatics and Systems (INFOS), 2010 The 7th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5828-8