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Abstract: With the continuing exponential growth of the Internet and the more recent growth of business Intranets, the commercial world is becoming increasingly aware of the problem of electronic information overload. This has encouraged interest in developing agents/softbots that can act as electronic personal assistants and can develop and adapt representations of users information needs, commonly known as profiles. (Update)
Context of citations to this paper: More
...features automatically by choosing features which best predict the training data. Several researchers have considered this approach [3, 4, 8, 14]. For example, Latent Semantic Analysis uses singular value decomposition to find a set of orthogonal factors which best represents...
.... Genetic Programming has already been shown to be effective in classifying web pages [27] and in general document classification [23]. To provide a basis for comparison, we have also solved this problem using a traditional Nave Bayes classifier the most common...
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BibTeX entry: (Update)
Chris Clack, Jonny Farrington, Peter Lidwell, and Tina Yu. Autonomous document classification for business. In Proceedings of the 1997 International Conference on Autonomous Agents, February 1997. http://citeseer.ist.psu.edu/758433.html More
@inproceedings{ clack97autonomous,
author = "Chris Clack and Jonny Farringdon and Peter Lidwell and Tina Yu",
title = "Autonomous Document Classification for Business",
booktitle = "The First International Conference on Autonomous Agents (Agents '97)",
month = "5-8",
publisher = "ACM Press",
address = "Marina del Rey, California, USA",
editor = "W. Lewis Johnson",
isbn = "0-89791-877-0",
pages = "201--208",
year = "1997",
url = "citeseer.ist.psu.edu/758433.html" }
Citations (may not include all citations):1256 Introduction to Modern Information Retrieval (context) - Salton, McGill - 1983
568 Indexing by Latent Semantic Analysis - Deerwester, Dumais et al. - 1990
174 Information Filtering and Information Retrieval: Two Sides o.. (context) - Belkin, Croft - 1992
19 Learning to Filter Netnews (context) - Lang - 1995
13 Design of a Generic Learning Interface Agent - Metral - 1993
6 Oxford Psycholinguistic Database (context) - Quinlan - 1992
4 Computer and Human Understanding in Intelligent Retrieval As.. (context) - Marcus - 1991
3 An Expert System for Searching Full Text (context) - Gauch, Smith - 1989
3 Performance-Enhanced Genetic Programming - Clack, Yu - 1996
2 URL: http://www (context) - Magic - 1992
1 Genetic Programming Science (context) - Farringdon - 1996
1 Natural Feedback for Autonomous Agents (context) - Farringdon - 1996
1 A learning Approach to Personalised Information Filtering (context) - Sheth - 1994
1 mail Filtering Rules with Magi (context) - Payne - 1994
1 An Adaptive Document Classification Agent (context) - Clack, Farringdon et al. - 1996
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