Document (#19518)

Author

Mock, K.J.
Vemuri, V.R.

Title

Information filtering via hill climbing, WordNet, and index patterns

Source

Information processing and management. 33(1997) no.5, S.633-644

Year

1997

Abstract

The INFOS (Intelligent News Filtering Organizational System) project is designed to reduce the user's search burden by automatically categorising data as relevant or irrelevant based upon user interests. These predictions are learned automatically based upon features taken from input articles and collaborative features derived from other users. The filtering is performed by a hybrid technique that combines elements of a keyword-based hill climbing method, knowledge-based conceptual representation via WordNet, and partial parsing via index patterns. The hybrid systems integrating all these approaches combines the benefits of each while maintaing robustness and acalability

Footnote

Contribution to a special issue devoted to electronic newspapers

Theme

Computerlinguistik

Object

WordNet

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