SCOPUS 정보 검색 플랫폼

User Modeling and User-Adapted Interaction

Volumn 11, Issue 1-2, 2001, Pages 19-29

Machine learning for user modeling

(3) Webb, Geoffrey I a Pazzani, Michael J b Billsus, Daniel b

a DEAKIN UNIVERSITY (Australia)

b UNIVERSITY OF CALIFORNIA (United States)

Author keywords

Computational complexity; Concept drift; Information agents; Machine learning; User modeling; World Wide Web

Indexed keywords

CONCEPT DRIFT; USER MODELING;

COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; DATA STRUCTURES; MATHEMATICAL MODELS; WORLD WIDE WEB;

LEARNING SYSTEMS;

EID: 0035039697 PISSN: 09241868 EISSN: None Source Type: Journal
DOI: 10.1023/A:1011117102175 Document Type: Article

Times cited : (329)

References (38)

1
- 0001882773
- Refinement-based student modeling and automated bug library construction
- (1996) Journal of Artificial Intelligence in Education , vol.7 , pp. 75-116
- Baffes, P.¹ Mooney, R.²

2
- 84895139023
- Online proceedings
- (1997) UM97 Workshop: Machine Learning for User Modeling
- Bauer, M.¹ Pohl, W.² Webb, G.³

3
- 84895080368
- Online proceedings
- (1999) UM99 Workshop: Machine Learning for User Modeling
- Bauer, M.¹ Gmytrasiewicz, P.² Pohl, W.³

4
- 84874238848
- A hybrid user model for news story classification
- Banff, Canada
- (1999) User Modeling (Proceedings of the Seventh International Conference) , pp. 99-108
- Billsus, D.¹ Pazzani, M.²

5
- 0018235476
- Diagnostic models for procedural bugs in basic mathematical skills
- (1978) Cognitive Science , vol.2 , pp. 155-192
- Brown, J.S.¹ Burton, R.R.²

6
- 85005432084
- Repair theory: A generative theory of bugs in procedural skills
- (1980) Cognitive Science , vol.4 , pp. 379-426
- Brown, J.S.¹ VanLehn, K.²

7
- 0031681786
- Using decision trees for agent modeling: Improving prediction performance
- (1998) User Modeling and User-Adapted Interaction , vol.8 , pp. 131-152
- Chiu, P.¹ Webb, G.²

8
- 0000413467
- The application of machine learning to intelligent tutoring systems
- J. Self (ed.). London: Chapman and Hall
- (1988) Artificial Intelligence and Human Learning: Intelligent Computer-Aided Learning , pp. 179-196
- Gilmore, D.¹ Self, J.²

9
- 84895139748
- Berlin: Springer
- (1998) Intelligent Tutoring Systems: Fourth International Conference, ITS'98
- Goettl, B.¹ Halff, H.² Redfield, C.³ Shute, V.⁴

10
- 22944470874
- Jester 2.0: A new linear time collaborative filtering algorithm applied to jokes
- Berkeley, CA
- (1999) Proceedings of the SIGIR-99 Workshop on Recommender Systems: Algorithms and Evaluation
- Gupta, D.¹ DiGiovanni, M.² Narita, H.³ Goldberg, K.⁴

11
- 84895187140
- New York: SpringerWien
- (1997) User Modeling (Proceedings of the Sixth International Conference UM97)
- Jameson, A.¹ Paris, C.² Tasso, C.³

12
- 84895136738
- New York: IJCAI Inc
- (1999) IJCAI Workshop IRF-2: Machine Learning for Information Filtering
- Joachims, T.¹ McCallum, A.² Sahami, M.³ Ungar, L.⁴

13
- 84895154321
- New York: SpringerWien
- (1999) User Modeling. Proceedings of the Seventh International Conference UM99
- Kay, J.¹

14
- 0009300196
- Adaptive information filtering: Learning in the presence of concept drift
- Technical Report WS-98-05. Madison, Wisc
- (1998) AAAI/ICML-98 Workshop on Learning for Text Categorization
- Klinkenberg, R.¹ Renz, I.²

15
- 0032286297
- Improving two-stage ad-hoc retrieval for short queries
- Melbourne, Australia
- (1998) Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval , pp. 250-256
- Kwok, K.¹ Chan, M.²

16
- 84895100425
- Amsterdam: IOS Press
- (1999) Artificial Intelligence in Education: Proceedings of the Ninth International Conference AIEd-99
- Lajoie, S.P.¹ Vivet, M.²

17
- 85142688646
- NewsWeeder: Learning to filter news
- Lake Tahoe, CA.
- (1995) Proceedings of the Twelfth International Conference on Machine Learning , pp. 331-339
- Lang, K.¹

18
- 0021002758
- Automated cognitive modeling
- (1984) Proceedings of the Second National Conference on Artificial Intelligence , pp. 193-197
- Langley, P.¹ Ohlsson, S.²

19
- 0000570216
- An agent that assists web browsing
- Montreal, Canada
- (1995) Proceedings of the International Joint Conference on Artificial Intelligence , pp. 924-929
- Lieberman, H.¹

20
- 0002332268
- OLAE: Progress toward a multi-activity, bayesian student modeler
- Edinburgh, Scotland
- (1993) Proceedings of the 1993 World Conference on Artificial Intelligence in Education , pp. 410-417
- Martin, J.¹ VanLehn, K.²

21
- 85029543440
- An innovative framework for intelligent tutoring systems
- Amsterdam-New York
- (1987) Artificial Intelligence Tools in Education , pp. 105-120
- Mizoguchi, R.¹ Ikeda, M.² Kakushu, O.³

22
- 2342526409
- Book recommending using text categorization with extracted information
- Madison, Wisc.
- (1998) AAAI/ICML-98 Workshop on Learning for Text Categorization
- Mooney, R.¹ Bennet, P.² Roy, L.³

23
- 0031630992
- Learning to classify text from labeled and unlabeled documents
- Madison, Wisc.
- (1998) Proceedings of the 15th International Conference on Artificial Intelligence , pp. 792-799
- Nigam, K.¹ McCallum, A.² Thrun, S.³ Mitchell, T.⁴

24
- 84895153439
- Chania, Greece
- (1999) Machine Learning and Applications Workshop W03, Machine Learning in User Modeling
- Papatheodorou, C.¹

25
- 0031168547
- Learning and revising user profiles: The identification of interesting web sites
- (1997) Machine Learning , vol.27 , pp. 313-331
- Pazzani, M.¹ Billsus, D.²

26
- 0005031519
- Dynamic student modelling in an intelligent tutor for LISP programming
- Los Angeles, CA
- (1985) Proceedings of the Ninth International Joint Conference on Artificial Intelligence , pp. 8-14
- Reiser, B.J.¹ Anderson, J.R.² Farrell, R.G.³

27
- 84895152368
- IJCAI Inc.
- (1999) IJCAI Workshop ML-4: Learning About Users
- Rudstorm, A.¹ Bauer, M.² Iba, W.³ Pohl, W.⁴

28
- 0032668673
- MailCat: An intelligent assistant for organizing e-mail
- Seattle, WA
- (1999) Proceedings of the Third International Conference on Autonomous Agents , pp. 276-282
- Segal, R.¹ Kephart, M.²

29
- 0008975818
- Bypassing the intractable problem of student modelling
- Montreal
- (1988) Proceedings of the Intelligent Tutoring Systems Conference , pp. 107-123
- Self, J.A.¹

30
- 0005050949
- Inferring student models for intelligent computer-aided instruction
- R. S. Michalski, J. G. Carbonell, and T. M. Mitchell (eds.). Berlin: Springer-Verlag
- (1984) Machine Learning: An Artificial Intelligence Approach , pp. 483-510
- Sleeman, D.H.¹

31
- 0003235454
- Clustering methods for collaborative filtering
- Madison, Wisc.
- (1998) AAAI-98 Workshop on Recommender Systems
- Ungar, L.H.¹ Foster, D.P.²

32
- 0021518106
- A theory of the learnable
- (1984) Communications of the ACM , vol.27 , pp. 1134-1142
- Valiant, L.G.¹

33
- 0002833918
- Bugs are not enough: Empirical studies of bugs, impasses, and repairs in procedural skills
- (1982) Journal of Mathematical Behavior , vol.3 , pp. 3-72
- VanLehn, K.¹

34
- 0005077765
- Feature based modelling
- Edinburgh, Scotland
- (1993) Proceeding of AI-ED 93, World Conference on Artificial Intelligence in Education , pp. 497-504
- Webb, G.I.¹

35
- 0005003209
- Comparative evaluation of alternative induction engines for feature based modelling
- (1997) International Journal of Artificial Intelligence in Education , vol.8 , pp. 97-115
- Webb, G.I.¹ Chiu, B.C.² Kuzmycz, M.³

36
- 84951606123
- Feature based modelling: A methodology for producing coherent, consistent, dynamically changing models of agents' competencies
- (1996) User Modeling and User-Adapted Interaction , vol.5 , Issue.2 , pp. 117-150
- Webb, G.I.¹ Kuzmycz, M.²

37
- 0030126609
- Learning in the presence of concept drift and hidden contexts
- (1996) Machine Learning , vol.23 , pp. 69-101
- Widmer, G.¹ Kubat, M.²

38
- 0000662774
- Errors in childrens' subtraction
- (1981) Cognitive Science , vol.5 , pp. 153-177
- Young, R.M.¹ O'Shea, T.²

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.