Associated Information Retrieval System (AIRS)--Its Performance and User Experience--
Summary :
An information retrieval system based on a dynamic thesaurus was developed utilizing the connectionist approach. The dynamic thesaurus consists of nodes, which represent each term of a thesaurus, and links, which represent the connections between nodes. Term information that is automatically extracted from user's relevant documents is used to change node weights and generate links. Thus, node weights and links reflect a user's interest. A document retrieval experiment using the dynamic thesaurus was conducted in which both a high recall rate and a high precision rate were achieved.
- Publication
- IEICE TRANSACTIONS on Information Vol.E76-D No.2 pp.274-283
- Publication Date
- 1993/02/25
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- PAPER
- Category
- Bio-Cybernetics
Authors
Keyword
Latest Issue
Copyrights notice of machine-translated contents
The copyright of the original papers published on this site belongs to IEICE. Unauthorized use of the original or translated papers is prohibited. See IEICE Provisions on Copyright for details.
Cite this
Copy
Haruo KIMOTO, Toshiaki IWADERA, "Associated Information Retrieval System (AIRS)--Its Performance and User Experience--" in IEICE TRANSACTIONS on Information,
vol. E76-D, no. 2, pp. 274-283, February 1993, doi: .
Abstract: An information retrieval system based on a dynamic thesaurus was developed utilizing the connectionist approach. The dynamic thesaurus consists of nodes, which represent each term of a thesaurus, and links, which represent the connections between nodes. Term information that is automatically extracted from user's relevant documents is used to change node weights and generate links. Thus, node weights and links reflect a user's interest. A document retrieval experiment using the dynamic thesaurus was conducted in which both a high recall rate and a high precision rate were achieved.
URL: https://global.ieice.org/en_transactions/information/10.1587/e76-d_2_274/_p
Copy
@ARTICLE{e76-d_2_274,
author={Haruo KIMOTO, Toshiaki IWADERA, },
journal={IEICE TRANSACTIONS on Information},
title={Associated Information Retrieval System (AIRS)--Its Performance and User Experience--},
year={1993},
volume={E76-D},
number={2},
pages={274-283},
abstract={An information retrieval system based on a dynamic thesaurus was developed utilizing the connectionist approach. The dynamic thesaurus consists of nodes, which represent each term of a thesaurus, and links, which represent the connections between nodes. Term information that is automatically extracted from user's relevant documents is used to change node weights and generate links. Thus, node weights and links reflect a user's interest. A document retrieval experiment using the dynamic thesaurus was conducted in which both a high recall rate and a high precision rate were achieved.},
keywords={},
doi={},
ISSN={},
month={February},}
Copy
TY - JOUR
TI - Associated Information Retrieval System (AIRS)--Its Performance and User Experience--
T2 - IEICE TRANSACTIONS on Information
SP - 274
EP - 283
AU - Haruo KIMOTO
AU - Toshiaki IWADERA
PY - 1993
DO -
JO - IEICE TRANSACTIONS on Information
SN -
VL - E76-D
IS - 2
JA - IEICE TRANSACTIONS on Information
Y1 - February 1993
AB - An information retrieval system based on a dynamic thesaurus was developed utilizing the connectionist approach. The dynamic thesaurus consists of nodes, which represent each term of a thesaurus, and links, which represent the connections between nodes. Term information that is automatically extracted from user's relevant documents is used to change node weights and generate links. Thus, node weights and links reflect a user's interest. A document retrieval experiment using the dynamic thesaurus was conducted in which both a high recall rate and a high precision rate were achieved.
ER -
English
