Implementing agglomerative hierarchic clustering algorithms for use in document retrieval
Information Processing and Management: an International Journal
Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Some advances in transformation-based part of speech tagging
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Hierarchic document classification using Ward's clustering method
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
Projections for efficient document clustering
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Self-organizing maps
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Fast and effective text mining using linear-time document clustering
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
On the merits of building categorization systems by supervised clustering
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Document clustering for electronic meetings: an experimental comparison of two techniques
Decision Support Systems - From information retrieval to knowledge management: enabling technologies and best practices
Partitioning-based clustering for Web document categorization
Decision Support Systems - Special issue on WITS '97
A semi-supervised document clustering technique for information organization
Proceedings of the ninth international conference on Information and knowledge management
Using clustering and classification approaches in interactive retrieval
Information Processing and Management: an International Journal - Special issue on interactivity at the text retrieval conference (TREC)
An effective document clustering method using user-adaptable distance metrics
Proceedings of the 2002 ACM symposium on Applied computing
Document clustering with committees
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Document organization using Kohonen's algorithm
Information Processing and Management: an International Journal
Information navigation on the web by clustering and summarizing query results
Information Processing and Management: an International Journal
Working Knowledge: How Organizations Manage What They Know
Working Knowledge: How Organizations Manage What They Know
Enterprise Knowledge Management
Computer
Design and Evaluation of a Knowledge Management System
IEEE Software
Using AI in Knowledge Management: Knowledge Bases and Ontologies
IEEE Intelligent Systems
Automatic generation of English/Chinese thesaurus based on a parallel corpus in laws
Journal of the American Society for Information Science and Technology
A simple rule-based part of speech tagger
ANLC '92 Proceedings of the third conference on Applied natural language processing
A multilingual news summarizer
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
On scaling latent semantic indexing for large peer-to-peer systems
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Newsmap: a knowledge map for online news
Decision Support Systems - Special issue: Collaborative work and knowledge management
Combining preference- and content-based approaches for improving document clustering effectiveness
Information Processing and Management: an International Journal
Verifying the proximity and size hypothesis for self-organizing maps
Journal of Management Information Systems - Special section: Exploring the outlands of the MIS discipline
Multilingual and cross-lingual news topic tracking
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Discovering Event Evolution Patterns From Document Sequences
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Expert Systems with Applications: An International Journal
Identifying fall-related injuries: Text mining the electronic medical record
Information Technology and Management
Multilingual spectral clustering using document similarity propagation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Symbolic representation of text documents
Proceedings of the Third Annual ACM Bangalore Conference
Applying text and data mining techniques to forecasting the trend of petitions filed to e-People
Expert Systems with Applications: An International Journal
Research of fast SOM clustering for text information
Expert Systems with Applications: An International Journal
Double-pass clustering technique for multilingual document collections
Journal of Information Science
Information Processing and Management: an International Journal
A semantic retrieval framework for engineering domain knowledge
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
An empirical study on various text classifiers
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Independent component analysis for near-synonym choice
Decision Support Systems
Analyzing multilingual knowledge innovation in patents
Expert Systems with Applications: An International Journal
Cross-language patent matching via an international patent classification-based concept bridge
Journal of Information Science
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The creation and deployment of knowledge repositories for managing, sharing, and reusing tacit knowledge within an organization has emerged as a prevalent approach in current knowledge management practices. A knowledge repository typically contains vast amounts of formal knowledge elements, which generally are available as documents. To facilitate users' navigation of documents within a knowledge repository, knowledge maps, often created by document clustering techniques, represent an appealing and promising approach. Various document clustering techniques have been proposed in the literature, but most deal with monolingual documents (i.e., written in the same language). However, as a result of increased globalization and advances in Internet technology, an organization often maintains documents in different languages in its knowledge repositories, which necessitates multilingual document clustering (MLDC) to create organizational knowledge maps. Motivated by the significance of this demand, this study designs a Latent Semantic Indexing (LSI)-based MLDC technique capable of generating knowledge maps (i.e., document clusters) from multilingual documents. The empirical evaluation results show that the proposed LSI-based MLDC technique achieves satisfactory clustering effectiveness, measured by both cluster recall and cluster precision, and is capable of maintaining a good balance between monolingual and cross-lingual clustering effectiveness when clustering a multilingual document corpus.