Mining fuzzy ontology for a web-based granular information retrieval system
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
| Original language | English |
|---|---|
| Title of host publication | Rough Sets and Knowledge Technology |
| Subtitle of host publication | 4th International Conference, RSKT 2009, Proceedings |
| Publisher | Springer Verlag |
| Pages | 239-246 |
| Volume | 5589 LNAI |
| ISBN (print) | 3642029612, 9783642029615 |
| Publication status | Published - 2009 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 5589 LNAI |
| ISSN (Print) | 0302-9743 |
| ISSN (electronic) | 1611-3349 |
Conference
| Title | 4th International Conference on Rough Sets and Knowledge Technology, RSKT 2009 |
|---|---|
| Place | Australia |
| City | Gold Coast, QLD |
| Period | 14 - 16 July 2009 |
Link(s)
Abstract
This paper illustrates the design and development of a fuzzy-ontology based granular IR system to facilitate domain specific search. Based on the notion of information granulation, a novel computational model is developed to estimate the granularity of documents and rank these documents according to the information seekers' specific granularity requirements. The initial experiments confirm that our granular IR system outperforms a vector space based IR system for domain specific search. Our research work opens the door to the application of granular computing methodology to enhance domain specific search on the Internet. © 2009 Springer Berlin Heidelberg.
Research Area(s)
- Fuzzy Domain Ontology, Fuzzy Subsumption, Granular Computing, Granular IR Systems, Information Retrieval
Citation Format(s)
Mining fuzzy ontology for a web-based granular information retrieval system. / Lau, Raymond Y. K.; Lai, Chapmann C. L.; Li, Yuefeng.
Rough Sets and Knowledge Technology: 4th International Conference, RSKT 2009, Proceedings. Vol. 5589 LNAI Springer Verlag, 2009. p. 239-246 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5589 LNAI).
Rough Sets and Knowledge Technology: 4th International Conference, RSKT 2009, Proceedings. Vol. 5589 LNAI Springer Verlag, 2009. p. 239-246 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5589 LNAI).
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
