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
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
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
A Web text mining approach based on self-organizing map
Proceedings of the 2nd international workshop on Web information and data management
Exploiting Hierarchy in Text Categorization
Information Retrieval
Automating the Construction of Internet Portals with Machine Learning
Information Retrieval
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
Taxonomy generation for text segments: A practical web-based approach
ACM Transactions on Information Systems (TOIS)
ACM SIGMOD Record
Journal of the American Society for Information Science and Technology
A link classification based approach to website topic hierarchy generation
Proceedings of the 16th international conference on World Wide Web
Information arbitrage across multi-lingual Wikipedia
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Web site topic-hierarchy generation based on link structure
Journal of the American Society for Information Science and Technology
The cluster-abstraction model: unsupervised learning of topic hierarchies from text data
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
The growing hierarchical self-organizing map: exploratory analysis of high-dimensional data
IEEE Transactions on Neural Networks
Cross-lingual query expansion in multilingual folksonomies: A case study on Flickr
Knowledge-Based Systems
Hybrid recommendation approaches for multi-criteria collaborative filtering
Expert Systems with Applications: An International Journal
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One major approach for information finding in the WWW is to navigate through some Web directories and browse them until the goal pages were found. However, such directories are generally constructed manually and may have disadvantages of narrow coverage and inconsistency. Besides, most of existing directories provide only monolingual hierarchies that organized Web pages in terms that a user may not be familiar with. In this work, we will propose an approach that could automatically arrange multilingual Web pages into a multilingual Web directory to break the language barriers in Web navigation. In this approach, a self-organizing map is constructed to train each set of monolingual Web pages and obtain two feature maps, which reveal the relationships among Web pages and thematic keywords, respectively, for such language. We then apply a hierarchy generation process on these maps to obtain the monolingual hierarchy for these Web pages. A hierarchy alignment method is then applied on these monolingual hierarchies to discover the associations between nodes in different hierarchies. Finally, a multilingual Web directory is constructed according to such associations. We applied the proposed approach on a set of Web pages and obtained interesting result that demonstrates the feasibility of our method in multilingual Web navigation.