Intelligent query and browsing information retrieval (IQBIR) agent

Jong-Min Park
Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181)  
Reported in this paper is an intelligent agent that aids users to conduct efficient Internet Web information retrieval through query formulation, information collection, information clustering, and analysis. The underlying mechanism is a probabilistic Sample-at-the-boundary learning algorithm for clustering the search results and learning and matching the user concept. Kohonen's "windowed" Learning Vector Quantization algorithm is shown to be related to this Sample-atthe-boundary learning
more » ... dary learning algorithm. A prototype system has been developed and evaluation has been conducted.
doi:10.1109/icassp.1998.675479 dblp:conf/icassp/Park98 fatcat:lbv4i5olgbhp5p4knt2o3a76si