Title :
Chinese-English Cross-Lingual Information Retrieval based on Domain Ontology Knowledge
Author :
Yu, Feng ; Zheng, Dequan ; Zhao, Tiejun ; Li, Sheng ; Yu, Hao
Author_Institution :
Sch. of Comput. & Inf. Eng., Harbin Univ. of Commerce
Abstract :
For improving the effectiveness of cross-lingual information retrieval (CLIR), a domain ontology knowledge based method is presented to apply to C-E CLIR. In this study, the domain ontology knowledge is acquired from both source language user queries and target documents to select target translation and re-rank initial retrieval documents set. The C-E CLIR dataset from NTCIR-4 Workshop is used to evaluate the effectiveness of this method. Different from previous works, we make use of source language user queries in total C-E CLIR and compared with previous works, this method improved the precision
Keywords :
information retrieval; language translation; natural language processing; ontologies (artificial intelligence); Chinese-English cross-lingual information retrieval; document retrieval; domain ontology knowledge; source language user queries; target translation; Business; Dictionaries; Frequency; Indexing; Information retrieval; Knowledge engineering; Natural language processing; Natural languages; Ontologies; Semantic Web;
Conference_Titel :
Computational Intelligence and Security, 2006 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
1-4244-0605-6
Electronic_ISBN :
1-4244-0605-6
DOI :
10.1109/ICCIAS.2006.295302