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Abstract: Analysis of text data using intelligent information retrieval, machine learning, natural language processing or other related methods is becoming an important issue for the development of intelligent agents. There are two frequently used approaches to the development of intelligent agents using machine learning techniques: a content-based and a collaborative approach. In the first approach, the content (eg., text) plays an important role, while in the second approach, the existence of several... (Update)
Context of citations to this paper: More
.... of documents [4] and for the organization of search engine results [5] and lately for the personalization of search engine results [6]. Most current document clustering approaches work with what is known as the vector space model, where each document is represented by...
.... of documents [3, 8] for the organization of search engine results [19] or for the personalization of search engine results [13]. Most current document clustering approaches are based on the vector space model (also called bag of words model or word space) the...
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BibTeX entry: (Update)
D. Mladenic. Text-learning and related intelligent agents. IEEE Expert special issue on Applications of Intelligent Information Retrieval, July-August 1999. http://citeseer.ist.psu.edu/mladenic99textlearning.html More
@misc{ mladenic99textlearning,
author = "D. Mladenic",
title = "Text-learning and related intelligent agents",
text = "D. Mladenic. Text-learning and related intelligent agents. IEEE Expert
special issue on Applications of Intelligent Information Retrieval, July-August
1999.",
year = "1999",
url = "citeseer.ist.psu.edu/mladenic99textlearning.html" }
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463 Term Weighting Approaches in Automatic Text Retrieval (context) - Salton, Buckley - 1987
404 Agents that Reduce Work and Information Overload (context) - Maes - 1994
376 Text Categorization with Support Vector Machines: Learning w.. - Joachims - 1998
288 Relevance Feedback in Information Retrieval (context) - Rocchio - 1971
263 Latent Semantic Indexing is an Optimal Special Case of Multi.. - Bartell, Cottrell et al. - 1992
244 Letizia: An Agent that Assists Web Browsing - Lieberman - 1995
215 A Comparative Study on Feature Selection in Text Categorizat.. - Yang, Pedersen - 1997
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178 A Softbot-Based Interface to the Internet - Etizioni, Weld - 1994
164 Webert: Identifying interesting web sites (context) - Pazzani, Muramatsu et al. - 1996
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130 A Probabilistic Analysis of the Rocchio Algorithm with TFIDF.. - Joachims - 1997
122 Experience with a Learning Personal Assistant - Mitchell, Caruana et al. - 1994
110 Training Algorithms for Linear Text Classifiers - Lewis, Schapire et al. - 1996
100 Personalized information delivery: An analysis of informatio.. (context) - Foltz, Dumais - 1992
97 Comparison of two learning algorithms for text categorizatio.. - Lewis, Ringuette - 1994
91 Learning and Revising User Profiles: The Identification of I.. - Pazzani, Billsus - 1997
69 Referral Web: Combining Social Networks and Collaborative Fi.. - Kautz, Selman et al. - 1997
65 PHOAKS: A System for Sharing Recommendations - Terveen, Hill et al. - 1997
59 A Neural Network Approach to Topic Spotting - Wiener, Pedersen et al. - 1995
55 Expert Network: Effective and Efficient Learning form Human .. (context) - Yang - 1994
42 Learning to Classify English Text with ILP Methods - Cohen - 1995
42 Question Answering from Frequently Asked Question Files - Burke, Hammond et al. - 1997
40 ARACHNID: Adaptive Retrieval Agents Choosing Heuristic Neigh.. - Menczer - 1997
37 Siteseer: Personalized Navigation for the Web (context) - Rucker, Marcos - 1997
28 Using A Generalized Instance Set for Automatic Text Categori.. (context) - Lam, Ho - 1998
25 Fab: Content-Based (context) - Balabanovi'c, Shoham - 1997
21 News Weeder: Learning to Filter Netnews (context) - Lang - 1995
21 Text Mining with Decision Rules and Decision Trees (context) - Apt'e, Damerau et al. - 1998
19 AI magazine (context) - Kautz, Selman et al. - 1997
18 Feature selection for classification based on text hierarchy - Mladeni'c, Grobelnik - 1998
16 A Case-Based Approach to Knowledge Navigation - Hammond, Burke et al. - 1994
16 Learning Probabilistic User Profiles (context) - Ackerman, Billsus et al. - 1997
14 Feature subset selection in text-learning (context) - Mladeni'c - 1998
14 Learning Information Retrieval Agents: Experiments with Auto.. (context) - Balabanovi'c, Shoham - 1995
11 Applying an Existing Machine Learning Algorithm to Text Cate.. - Moulinier, Ganascia - 1996
11 A Learning Agent that Assists the Browsing of Software Libra.. - Drummond, Ionescu et al. - 1995
9 Building intelligent agents for Web-based tasks: a theory-re.. - Shavlik, Eliassi-Rad - 1998
9 Toward Language Independent Automated Learning of Text Categ.. (context) - Apt'e, Damerau et al. - 1994
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6 PSUN: A Profiling System for Usenet News (context) - Sorensen, McElligott - 1995
5 Machine Learning on non-homogeneous (context) - Mladeni'c - 1998
5 Agents for sale: first wave of intelligent agents go commerc.. (context) - Hedberg - 1996
5 CiteSeer: An Autonomous System for Processing and Organizing.. (context) - Bollacker, Lawrence et al. - 1998
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5 Word sequences as features in text-learning (context) - Mladeni'c, Grobelnik - 1998
4 Context-sensitive learning metods for text categorization (context) - Cohen, Singer - 1996
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4 Fachgruppentreffen Maschinelles Lernen (context) - Joachims, Mitchell et al. - 1995
4 Technical Report IJS-DP (context) - Mladeni'c - 1996
3 Using Bayesian Network Induction Approach for Text Categoriz.. (context) - Lam, Low et al. - 1997
3 The ContactFinder agent: Answering buletin board questions w.. (context) - Krulwich, Burkey - 1996
3 GroupLense: Applying Filtering to Usenet News (context) - Konstan, Miller et al. - 1997
3 Report on the CONALD Workshop on Learning from Text and the .. - Carbonell, Craven et al. - 1998
3 The World Wide Knowledge Base project (context) - Mitchell - 1998
2 A revised version of a thesis proposal at MIT (context) - LaMacchia - 1996
2 Spring Symposium on Information Gathering from Heterogeneous (context) - Armstrong, Freitag et al. - 1995
2 Lifestyle Finder (context) - Krulwich - 1997
2 An emergent approach to information filtering (context) - Elligott, Sorensen - 1993
2 AAAI Spring Symposium on Software Agents (context) - Holte, Drummond - 1994
2 Pool-Based Active Learning for Text Classification - Nigam, McCallum - 1998
2 Intelligent agents in information society (context) - Gams, Grobelnik - 1997
1 Conference on Automated Learning and Discovery CONALD (context) - of, Mixed et al. - 1998
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1 Advances in Knowledge Dicsovery and Data Mining (context) - Fayyad, Piatetsky-Shapiro et al. - 1996
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-4/text-learning/www/pww/pww.html): More
Personal WebWatcher: design and implementation - Mladenic (1996) (Correct)
Text-Learning and Intelligent Agents - Mladenic (1998) (Correct)
Word Sequences as Features in Text-Learning - Mladenic, Grobelnik (1998) (Correct)
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