TY - GEN
T1 - A new generation method of a user profile for information filtering on the Internet
AU - Park, Young Woo
AU - Lee, Eun Seok
N1 - Publisher Copyright:
© 1998 IEEE.
PY - 1998
Y1 - 1998
N2 - It is very difficult for search engines to find adequate information, which reflects user's interests that are changing with time on Internet. We need various learning techniques to know the user's interests with only given simple query, and to make adaptive Information Retrieval Agents. In this paper, we propose a learning mechanism that can be used in making it easier to construct the user profile from accepted relevant documents' terms. These documents are proposed by the user's relevance feedback and we select key-terms in the documents for making profile. With using this profile we can filter the retrieved information and represent more relevant information to user. This approach has applied to an autonomous information gathering and filtering system, named IGIMA (Intelligent Information Gathering and Filtering System based on Multi-Agent).
AB - It is very difficult for search engines to find adequate information, which reflects user's interests that are changing with time on Internet. We need various learning techniques to know the user's interests with only given simple query, and to make adaptive Information Retrieval Agents. In this paper, we propose a learning mechanism that can be used in making it easier to construct the user profile from accepted relevant documents' terms. These documents are proposed by the user's relevance feedback and we select key-terms in the documents for making profile. With using this profile we can filter the retrieved information and represent more relevant information to user. This approach has applied to an autonomous information gathering and filtering system, named IGIMA (Intelligent Information Gathering and Filtering System based on Multi-Agent).
UR - https://www.scopus.com/pages/publications/84863243957
U2 - 10.1109/ICOIN.1998.648390
DO - 10.1109/ICOIN.1998.648390
M3 - Conference contribution
AN - SCOPUS:84863243957
T3 - Proceedings - 12th International Conference on Information Networking, ICOIN 1998
SP - 261
EP - 264
BT - Proceedings - 12th International Conference on Information Networking, ICOIN 1998
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th International Conference on Information Networking, ICOIN 1998
Y2 - 21 January 1998 through 23 January 1998
ER -