Title :
Modeling the query intention with goals
Author :
Lee, Chiung-Hon Leon ; Liu, Alan
Author_Institution :
Dept. of Electr. Eng., National Chung Cheng Univ., Taiwan
Abstract :
A goal driven intention extraction approach is proposed to automate the process of extracting user intention from the original Web Service query terms. The input query terms will be parsed into different word sense sets. By the domain ontology, possible senses of the terms will be identified. A goal structure is constructed to help identification of goal models. Combining the information of query terms and goal structures, one or more goal models will be identified. A goal selector will select a candidate goal model from generated goal models to represent the user intention. A BDI agent is used as framework to implement the intention extraction tool.
Keywords :
Internet; data mining; ontologies (artificial intelligence); query processing; BDI agent; Web service query terms; domain ontology; goal driven intention extraction; goal model identification; query intention modeling; query term parsing; user intention extraction; word sense sets; Books; Buildings; Data mining; Intelligent agent; Intelligent systems; Java; Ontologies; Semantic Web; Service oriented architecture; Web services;
Conference_Titel :
Advanced Information Networking and Applications, 2005. AINA 2005. 19th International Conference on
Print_ISBN :
0-7695-2249-1
DOI :
10.1109/AINA.2005.251