Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
A survey of multilingual text retrieval
A survey of multilingual text retrieval
Querying across languages: a dictionary-based approach to multilingual information retrieval
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Experiments in multilingual information retrieval using the SPIDER system
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Phrasal translation and query expansion techniques for cross-language information retrieval
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Information storage and retrieval
Information storage and retrieval
Multilingual information retrieval
Survey of the state of the art in human language technology
Mining Text Using Keyword Distributions
Journal of Intelligent Information Systems
Construction of a Chinese-English WordNet and its application to CLIR
IRAL '00 Proceedings of the fifth international workshop on on Information retrieval with Asian languages
Self-Organizing Maps
Dictionary Methods for Cross-Lingual Information Retrieval
DEXA '96 Proceedings of the 7th International Conference on Database and Expert Systems Applications
A Multilingual Text Mining Approach Based on Self-Organizing Maps
Applied Intelligence
A part-of-speech-based alignment algorithm
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
Example-Based Machine Translation in the Pangloss system
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
Should we translate the documents or the queries in cross-language information retrieval?
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Clustering and visualization in a multi-lingual multi-document summarization system
ECIR'03 Proceedings of the 25th European conference on IR research
Self organization of a massive document collection
IEEE Transactions on Neural Networks
Dynamic self-organizing maps with controlled growth for knowledge discovery
IEEE Transactions on Neural Networks
The growing hierarchical self-organizing map: exploratory analysis of high-dimensional data
IEEE Transactions on Neural Networks
Cross-language patent matching via an international patent classification-based concept bridge
Journal of Information Science
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With the increasing number of multilingual texts in theinternet, multilingual text retrieval techniques have become animportant research issue. However, the discovery of relationshipsbetween different languages remains an open problem. In this paperwe propose a method, which applies the growing hierarchicalself-organizing map (GHSOM) model, to discover knowledge frommultilingual text documents. Multilingual parallel corpora weretrained by the GHSOM to generate hierarchical feature maps. Adiscovery process is then applied on these maps to discover therelationships between documents of different languages. Therelationships between keywords of different languages are alsorevealed. We conducted experiments on a set of Chinese-Englishbilingual parallel corpora to discover the relationships betweendocuments of these languages. We also use such relationships toperform multilingual information retrieval tasks. The experimentalresults show that our multilingual text mining approach may captureconceptual relationships among documents as well as keywordswritten in different languages.