Michael Pazzani, Daniel Billsus  Home/Search
Context Related
| uci.edu/~pazzani/Publicati...SWMLJ.pdf Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: csi.uottawa.ca/~debruijn/irbib (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: . We discuss algorithms for learning and revising user profiles that can determine which World Wide Web sites on a given topic would be interesting to a user. We describe the use of a naive Bayesian classifier for this task, and demonstrate that it can incrementally learn profiles from user feedback on the interestingness of Web sites. Furthermore, the Bayesian classifier may easily be extended to revise user provided profiles. In an experimental evaluation we compare the Bayesian classifier to ... (Update)
Cited by: More
Loss Functions and Structured Domains for Support Vector Machines - Portera (2005) (Correct)
User Profiling in Personal . . . - Godoy, al. (2005) (Correct)
Interface agents personalizing Web-based tasks - Godoy, Schiano, Amandi (2004) (Correct)
Similar documents (at the sentence level): More
13.2%: Syskill Webert: Identifying interesting web sites - Michael Pazzani (1996) (Correct)
10.1%: Revising User Profiles: The Search for Interesting Web Sites - Daniel Billsus (1996) (Correct)
10.1%: Syskill & Webert: Identifying interesting web sites - Pazzani, Muramatsu, Billsus (1996) (Correct)
Active bibliography (related documents): More All
0.4: WebMate: A Personal Agent for Browsing and Searching - Chen, Sycara (1998) (Correct)
0.1: Searching for Dependencies in Bayesian Classifiers - Pazzani (1996) (Correct)
0.0: Instance-Based Prototypical Learning of Set Valued Attributes - Payne (1995) (Correct)
System load high. Please wait...
Timeout. Please try your query later.
Similar documents based on text: More All
0.3: Thumbs Up or Thumbs Down? Semantic Orientation Applied to.. - Turney (2002) (Correct)
0.3: Efficient Pose Clustering Using a Randomized Algorithm - Olson (1997) (Correct)
0.3: Learning User Interest Dynamics with a Three-Descriptor.. - Widyantoro, Ioerger, Yen (2000) (Correct)
Related documents from co-citation: More All
21: Machine Learning (context) - Mitchell - 1997
20: Letizia: An Agent That Assists Web Browsing - Lieberman - 1995
18: Agents that reduce work and information overload (context) - Maes - 1994
BibTeX entry: (Update)
Pazzani, M., Billsus, D., Learning and Revising User Profiles: The Identification of Interesting Web Sites, Machine Learning 27, Kluwer Academic Publishers, pp. 313---331, 1997. http://citeseer.ist.psu.edu/pazzani97learning.html More
@article{ pazzani97learning,
author = "Michael J. Pazzani and Daniel Billsus",
title = "Learning and Revising User Profiles: The Identification of Interesting Web Sites",
journal = "Machine Learning",
volume = "27",
number = "3",
pages = "313-331",
year = "1997",
url = "citeseer.ist.psu.edu/pazzani97learning.html" }
Citations (may not include all citations):2133 Pattern Classification and Scene Analysis (context) - Duda, Hart - 1973
1359 Induction of decision trees (context) - Quinlan - 1986
318 Automatic Text Processing (context) - Salton - 1989
271 Improving retrieval performance by relevance feedback (context) - Salton, Buckley - 1990
244 Letizia: An agent that assists web browsing - Lieberman - 1995
219 A Tutorial on Learning with Bayesian Networks - Heckerman - 1995
207 WebWatcher: A learning apprentice for the World Wide Web - Armstrong, Freitag et al. - 1995
171 A weighted nearest neighbor algorithm for learning with symb.. - Cost, Salzberg - 1993
164 Webert: Identifying interesting web sites (context) - Pazzani, Muramatsu et al. - 1996
116 Beyond independence: Conditions for the optimality of the Si.. - Domingos, Pazzani - 1996
87 Prototype and feature selection by sampling and random mutat.. - Skalak - 1994
55 Using probabilistic models of document retrieval without rel.. (context) - Croft, Harper - 1979
42 Feature selection and extraction (context) - Kittler - 1986
36 NewsWeeder: Learning to filter news (context) - Lang - 1995
33 Web agent related research at the center for machine transla.. (context) - Mauldin, Leavitt - 1994
33 Overview of the second Text Retrieval Conference (context) - Harman - 1994
30 An adaptive agent for automated web browsing - Shoham - 1995
27 Text categorization of low quality images (context) - Ittner, Lewis et al. - 1995
23 Automatic indexing: An experimental inquiry (context) - Maron - 1961
20 Comparison of inductive and naive Bayesian learning approach.. (context) - Kononenko - 1990
16 Towards a better understanding of memory-based reasoning sys.. - Kasif, Aha - 1994
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.csi.uottawa.ca/~debruijn/irbib.html): More
Query-free Information Retrieval - Hart, Graham (1994) (Correct)
An Expert System for Automatic Query Reformulation - Gauch, Smith (1993) (Correct)
Symbolic/Subsymbolic Sentence Analysis: Exploiting the Best of .. - Wendy Lehnert (1990) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC