Title :
Semantic Service Retrieval Based on Natural Language Querying and Semantic Similarity
Author :
De Castilho, Richard Eckart ; Gurevych, Iryna
Author_Institution :
Ubiquitous Knowledge Process. (UKP) Lab., Tech. Univ., Darmstadt, Germany
Abstract :
In this paper, we address the task of semantic service retrieval based on natural language queries. We analyze identifiers of services, operations, and parameters extracted from WSDL service descriptions with respect to their semantic content. In order to measure the semantic similarity between query and service description, we introduce a novel computationally efficient document similarity measure based on information content and fuzzy set theory.
Keywords :
document handling; fuzzy set theory; natural language processing; pattern matching; query processing; semantic Web; WSDL service description; document similarity measure; fuzzy set theory; natural language query; semantic service retrieval; semantic similarity; Computational modeling; Context; Integrated circuits; Knowledge based systems; Natural languages; Semantics; Vocabulary; Fuzzy Set; Semantic Similarity; Service Retrieval;
Conference_Titel :
Semantic Computing (ICSC), 2011 Fifth IEEE International Conference on
Conference_Location :
Palo Alto, CA
Print_ISBN :
978-1-4577-1648-5
Electronic_ISBN :
978-0-7695-4492-2
DOI :
10.1109/ICSC.2011.44
