Abstract
Enabling navigation among a network of inter-related concepts associating conceptually relevant multilingual documents constitutes the fundamental support to global knowledge discovery. To achieve this, a concept-based approach towards multilingual text categorisation using fuzzy techniques is proposed. First, a language-independent concept space for representing documents regardless of languages is generated using a fuzzy multilingual keyword clustering algorithm based on fuzzy c-means. Second, a fuzzy multilingual text classifier that categorises multilingual documents by concepts is developed using the fuzzy k-nearest neighbour classification technique. Referring to the multilingual text categorisation result as a Yahoo-like directory, concept navigation among the whole multilingual document collection is facilitated.
Original language | English |
---|---|
Title of host publication | Proceedings - 2002 IEEE International Conference on Artificial Intelligence Systems, ICAIS 2002 |
Publisher | IEEE, Institute of Electrical and Electronics Engineers |
Pages | 82-86 |
Number of pages | 5 |
ISBN (Electronic) | 0769517331, 9780769517339 |
DOIs | |
Publication status | Published - 1 Jan 2002 |
Event | IEEE International Conference on Artificial Intelligence Systems, ICAIS 2002 - Divnomorskoe, Russian Federation Duration: 5 Sept 2002 → 10 Sept 2002 |
Conference
Conference | IEEE International Conference on Artificial Intelligence Systems, ICAIS 2002 |
---|---|
Country/Territory | Russian Federation |
City | Divnomorskoe |
Period | 5/09/02 → 10/09/02 |