Presentation
A novel term weighting scheme for a fuzzy logic based intelligent web agent
Author/s | Gómez Gutiérrez, Álvaro Ariel
![]() ![]() ![]() ![]() ![]() ![]() Ropero Rodríguez, Jorge ![]() ![]() ![]() ![]() ![]() ![]() ![]() León de Mora, Carlos ![]() ![]() ![]() ![]() ![]() ![]() ![]() Carrasco Muñoz, Alejandro ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
Department | Universidad de Sevilla. Departamento de Tecnología Electrónica |
Publication Date | 2008 |
Deposit Date | 2024-03-27 |
Published in |
|
ISBN/ISSN | 978-989811138-8 978-989811137-1 |
Abstract | Term Weighting (TW) is one of the most important tasks for Information Retrieval (IR). To solve the TW
problem, many authors have considered Vector Space Model, and specifically, they have used the TF-IDF
method. As ... Term Weighting (TW) is one of the most important tasks for Information Retrieval (IR). To solve the TW problem, many authors have considered Vector Space Model, and specifically, they have used the TF-IDF method. As this method does not take into account some of the features of terms, we propose a novel alternative fuzzy logic based method for TW in IR. TW is an essential task for the Web Intelligent Agent we are developing. Intelligent Agent mode of operation is also explained in the paper. An application of the Intelligent Agent will be in operation soon for the University of Seville web portal. |
Funding agencies | Ministerio de Educación y Ciencia (MEC). España |
Project ID. | DPI2006-15467-C02-02
![]() |
Citation | Gómez Gutiérrez, Á.A., Ropero Rodríguez, J., León de Mora, C. y Carrasco Muñoz, A. (2008). A novel term weighting scheme for a fuzzy logic based intelligent web agent. En 10th International Conference on Enterprise Information Systems (ICEIS), Barcelona, 12-16 de junio , 2008. |
Files | Size | Format | View | Description |
---|---|---|---|---|
A novel term weighting scheme ... | 1.244Mb | ![]() | View/ | |