Abstract
In this paper, we present agents based tool to discover new research topics from the information available on the World Wide Web (WWW). Agents are using KAROKA (Keywords Association Rules Optimizer Knobots Advisers). KAROKA is a model of discovery in text database used in WWW. The WWW sources are converted to a highly structured collection of text. Then, KAROKA tries to extract association rules, regularities and useful information in the collection of text. KAROKA techniques are described such as information retrieval similarity metrics for text, generation and pruning of keywords combination, and summary proposal of discovered information.
| Original language | English |
|---|---|
| Title of host publication | Rough Sets and Current Trends in Computing - 2nd International Conference, RSCTC 2000, Revised Papers |
| Editors | Wojciech Ziarko, Yiyu Yao |
| Publisher | Springer Verlag |
| Pages | 412-419 |
| Number of pages | 8 |
| ISBN (Print) | 3540430741, 9783540430742 |
| DOIs | |
| Publication status | Published - Jan 1 2001 |
| Externally published | Yes |
| Event | 2nd International Conference on Rough Sets and Current Trends in Computing, RSCTC 2000 - Banff, Canada Duration: Oct 16 2000 → Oct 19 2000 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 2005 |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Other
| Other | 2nd International Conference on Rough Sets and Current Trends in Computing, RSCTC 2000 |
|---|---|
| Country | Canada |
| City | Banff |
| Period | 10/16/00 → 10/19/00 |
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All Science Journal Classification (ASJC) codes
- Theoretical Computer Science
- Computer Science(all)
Cite this
Research topics discovery from WWW by keywords association rules. / Ramamonjisoa, David; Suzuki, Einoshin; Hamid, Issam.
Rough Sets and Current Trends in Computing - 2nd International Conference, RSCTC 2000, Revised Papers. ed. / Wojciech Ziarko; Yiyu Yao. Springer Verlag, 2001. p. 412-419 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2005).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Research topics discovery from WWW by keywords association rules
AU - Ramamonjisoa, David
AU - Suzuki, Einoshin
AU - Hamid, Issam
PY - 2001/1/1
Y1 - 2001/1/1
N2 - In this paper, we present agents based tool to discover new research topics from the information available on the World Wide Web (WWW). Agents are using KAROKA (Keywords Association Rules Optimizer Knobots Advisers). KAROKA is a model of discovery in text database used in WWW. The WWW sources are converted to a highly structured collection of text. Then, KAROKA tries to extract association rules, regularities and useful information in the collection of text. KAROKA techniques are described such as information retrieval similarity metrics for text, generation and pruning of keywords combination, and summary proposal of discovered information.
AB - In this paper, we present agents based tool to discover new research topics from the information available on the World Wide Web (WWW). Agents are using KAROKA (Keywords Association Rules Optimizer Knobots Advisers). KAROKA is a model of discovery in text database used in WWW. The WWW sources are converted to a highly structured collection of text. Then, KAROKA tries to extract association rules, regularities and useful information in the collection of text. KAROKA techniques are described such as information retrieval similarity metrics for text, generation and pruning of keywords combination, and summary proposal of discovered information.
UR - http://www.scopus.com/inward/record.url?scp=84957801496&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84957801496&partnerID=8YFLogxK
U2 - 10.1007/3-540-45554-X_51
DO - 10.1007/3-540-45554-X_51
M3 - Conference contribution
AN - SCOPUS:84957801496
SN - 3540430741
SN - 9783540430742
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 412
EP - 419
BT - Rough Sets and Current Trends in Computing - 2nd International Conference, RSCTC 2000, Revised Papers
A2 - Ziarko, Wojciech
A2 - Yao, Yiyu
PB - Springer Verlag
ER -