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Agent-based Information Retrieval
Bibligraphy
- "The
Hidden Web", Henry Kautz, Bart Selman, and Mehul Shah. The
AI Magazine, vol. 18, no. 2, Summer 1997, pages 27 -
36. In Adobe Acrobat format.
Abstract.
-
"ReferralWeb: Combining Social Networks and Collaborative
Filtering" Henry Kautz, Bart Selman, and Mehul Shah.
Comm. ACM, vol. 30 no. 3, March 1997.
-
"Agent Amplified Communication", Henry Kautz and Bart Selman,
Proc. AAAI-96 (earlier version, AAAI-95 Spring Symposium).
- Lenny Foner, Yenta:
A Multi-Agent, Referral Based Matchmaking System, presented at
The First
International Conference on Autonomous Agents (Agents '97), Marina
del Rey, California, February '97.
- Lenny Foner, A
Security Architecture for Multi-Agent Matchmaking, presented
at The Second
International Conference on Multi-Agent Systems at Keihanna Plaza,
Kansai Science City, Japan, December '96.
- Lenny Foner, A
Multi-Agent Referral System for Matchmaking, presented at The First
International Conference on the Practical Applications of Intelligent
Agents and Multi-Agent Technology, London, UK, April '96.
- Lenny Foner, Clustering
and Information Sharing in an Ecology of Cooperating Agents,
presented at The AAAI Spring Symposium
'95 on Information Gathering in Distributed, Heterogeneous
Environments, Palo Alto, CA.
- Lenny Foner, Clustering
and Information Sharing in an Ecology of Cooperating Agents, or How to
Gossip without Spilling the Beans, presented at The 1995 Conference
on Computers, Freedom, and Privacy. This paper was the Student
Scholarship Paper Winner at CFP '95.
- Collaborative Interface Agents (Postscript
or HTML),
Proceedings of AAAI '94 Conference,
Seattle, Washington, August 1994. Yezdi Lashkari,
Max
Metral, and Pattie Maes
- Fab: Content-Based, Collaborative Recommendation, Marko
Balabanovic and Yoav Shoham, Revised version in Communications
of the ACM 40(3), March 97 Full
paper (4.3MB Postscript)
- An Adaptive Web
Page Recommendation Service, Marko Balabanovic, First International
Conference on Autonomous Agents, February 1997, Marina del Rey,
California
- Learning Information Retrieval Agents: Experiments with Automated
Web Browsing, (Extended Abstract), Marko Balabanovic and Yoav
Shoham, AAAI-95
Spring Symposium on Information Gathering from Heterogenous,
Distributed Environments Abstract,
Full
paper (163K postscript)
- ...
Proactive
Adaptive
Distributed
Knowbots
Uncategorized
-
Category translation: Learning to understand information on the
Internet, by M. Perkowitz and
O. Etzioni, Proc. IJCAI-95, Montreal, Morgan Kaufmann.
- FAQ
Finder: A case-based approach to knowledge navigation by
K. Hammond, R. Burke, C. Martin, and S. Lytinen,
Proc. 1995 AAAI Spring Symp. on Information Gathering from
Heterogeneous, Distributed Environments, Stanford, March
1995, AAAI Press.
-
A Learning Agent that Assists the Browsing of Software Libraries.
C. Drummond, D. Ionescu and R. Holte (1995). Computer Science Dept.
Technical Report TR-95-12 (51 pages).
-
A Learning Apprentice For Browsing R. Holte and C. Drummond
(1994). AAAI Spring Symposium on Software Agents.
-
Accelerating Browsing by Automatically Inferring a User's Search
Goal. C. Drummond, R. Holte and D. Ionescu (1993). Proceedings of
the Eighth Knowledge-Based Software Engineering Conference,
pp. 160-167.
-
Collaborative interface agents (postscript),
by Y. Lashkari, M. Metral,
and P. Maes,
Proc. 1994 AAAI Conf., Seattle, AAAI
Press.
- NewsWeeder:
Learning to filter NetNews, Proc. 1995 Machine Learning
Conf., Lake Tahoe, CA, Morgan Kaufmann.
-
WebWatcher: A learning apprentice for the World Wide Web, by
R. Armstrong, D. Freitag, T. Joachims, and T. Mitchell,
Proc. 1995 AAAI Spring Symp. on Information Gathering from
Heterogeneous, Distributed Environments, Stanford, March
1995, AAAI Press.
-
WebWatcher: Machine learning and hypertext, to appear in
Fachgruppentreffen Maschinelles Lernen, Dortmund, Germany, August
1995.
- Learning
from hotlists and coldlists: Towards a WWW information filtering and
seeking agent, by M. Pazzani, L. Nguyen, and S. Mantik,
Proc. AI Tools Conf., Washington, DC, 1995.
- An
adaptive agent for automated web browsing, by M. Balabanovic,
Y. Shoham, and Y. Yun. To appear in the special issue on digital
libraries, Journal of Visual Communication and Image
Representation 6(4), 1995.
Abstract
-
Learning information retrieval agents: Experiments with automated Web
browsing, by M. Balabanovic and Y. Shoham,
Proc. 1995 AAAI Spring Symp. on Information Gathering from
Heterogeneous, Distributed Environments, Stanford, March
1995, AAAI Press
Abstract
-
Learning collection fusion strategies for information retrieval,
by G. Towell, E. M. Voorhees, N. K. Gupta, and B. Johnson-Laird,
Proc. ML-95, pp. 540-548, Lake Tahoe, 1995, Morgan Kaufmann.
-
A neural network approach to topic spotting, by E. Wiener,
J. O. Pedersen and
A. S. Weigend, Proc. SDAIR '95, pp. 317-332, Las Vegas,
NV, 1995.
- A
trainable document summarizer, by J. Kupiec, J. Pederson, and
F. Chen, Proc. SIGIR '95, pp. 68-73, Seattle, 1995, ACM
Press.
- A
comparison of classifiers and document representations for the routing
problem, by H. Schutze, D. A. Hull, and J. O. Pedersen.
Proc. SIGIR '95, pp. 229-237, Seattle, 1995, ACM Press.
- A sequential
algorithm for training text classifiers, by D. D. Lewis,
W. A. Gale. Proc. SIGIR '94, pp. 3-12. Dublin,
Ireland. 1994. Springer-Verlag.
- Learning
document category descriptions through the extraction of semantically
significant phrases, by B. Krulwich, Proc. IJCAI-95 workshop
on Data Engineering for Inductive Learning, 1995.
-
Learning user interests across heterogeneous document databases,
by B. Krulwich,
Proc. 1995 AAAI Spring Symp. on Information Gathering from
Heterogeneous, Distributed Environments, Stanford, March
1995, AAAI Press.
- Clustering full
text documents, by J. Martin, Proc. IJCAI-95 workshop on Data
Engineering for Inductive Learning, 1995.
-
Text categorization and relational learning, by
W. W. Cohen, Proc. Machine Learning '95 Conf.,
pp. 124-132, Lake Tahoe, CA, Morgan Kaufmann, 1995.
- An
Evolutionary Connectionist Approach to Personal Information
Filtering, Michael McElligott and Humphrey Sorensen.
Proc. Fourth Irish Neural Network Conference.
pp. 141-146. University College, Dublin. Sept. 1994.
-
Machine Learning for information retrieval: Neural networks, symbolic
learning and genetic algorithms. by H. Chen, JASIS
46(3):194-216, April 1995.
-
A Machine Learning Approach to Document Retrievel: An Overview and an
Experiment Proceedings of the 27th Annual Hawaii International
Conference on System Sciences (HICSS-27),
Maui, Hawaii, January 4-7, 1994.
-
Latent Semantic Indexing is an optimal special case of multidimenional
scaling, by B. T. Bartell, G. W. Cottrell, and R. K. Belew,
Proc. SIGIR-92, New York, 1992. ACM Press.
Abstract
-
Automatic combination of multiple ranked retrieval systems, by
B. T. Bartell, G. W. Cottrell, and R. K. Belew.
Proc. SIGIR-94, Dublin, 1994, ACM Press.
Abstract
-
Learning the optimal parameters in a ranked retrieval system using
multi-query relevance feedback, by B. T. Bartell, G. W. Cottrell,
and R. K. Belew. Proc. Symp. on Document Analysis and Information
Retrieval, Las Vegas, 1994.
Abstract
-
Exporting phrases: A statistical analysis of topical language, by
A. M. Steier and R. K. Belew, Proc. 2nd Symp. on Document Analysis
and Information Retrieval, pp. 179-190, 1993.
Abstract
-
Talking about AI: Socially-defined linguistic subcontexts in AI,
by A. M. Steier and R. K. Belew, Proc. AAAI-94, pp. 715-720,
Seattle, 1994, AAAI
Press.
Abstract
-
Artificial life applied to adaptive information agents, by
F. Menczer, R. K. Belew, and W. Willuhn.
Proc. 1995 AAAI Spring Symp. on Information Gathering from
Heterogeneous, Distributed Environments, Stanford, March
1995, AAAI Press.
Abstract:
-
Connectionist Information Retrieval: A Survey of Recent Work Paul
Biron. 1990.
- Web Page Categorization and Feature Selection Using
Association Rule and Principal Component Clustering (1997) (with
J. Moore, E. Han, D. Boley, M. Gini, R. Gross, K. Hastings,
G. Karypis, and V. Kumar) (Postscript) (HTML).
- Web Mining: Information and Pattern Discovery on the World
Wide Web (A Survey Paper) (1997) (with R. Cooley and
J. Srivastava), in Proceedings of the 9th IEEE International
Conference on Tools with Artificial Intelligence (ICTAI'97),
November 1997. (Postscript) (HTML).
- Clustering Based on Association Rule Hypergraphs (A
Position Paper) (1997) (with E. Han, G. Karypis, and
V. Kumar), in Proccedings of SIGMOD’97 Workshop on Research
Issues in Data Mining and Knowledge Discovery (DMKD’97), May
1997. (Postscript).
- Clustering Based on Association Rule Hypergraphs (1997)
(with E. Han, G. Karypis, and V. Kumar), Technical Report TR97-019,
Department of Computer Science, University of Minnesota (Postscript).
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