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Abstract: This paper discusses several approaches to belief revision taken in the AI literature. Work in belief revision is scattered across many subfields of AI. We will examine FORTE and PTR from the machine learning community [Richards and Mooney, 1993, Feldman et al., 1993, Feldman, 1993], GDE from the diagnosis community [de Kleer and Williams, 1992], and theoretical work from the knowledge representation community [Nebel, 1989]. The discussion will focus on integrating ideas from these diverse... (Update)
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0.5: Retrieval Situations and Belief Change - Losada, Barreiro (2000) (Correct)
0.3: Building Softbots for UNIX (Preliminary Report) - Etzioni, Lesh, Segal (1992) (Correct)
0.3: xii: Planning with Universal Quantification and Incomplete .. - Golden, Etzioni, Weld (1994) (Correct)
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BibTeX entry: (Update)
@misc{ segal-belief,
author = "Richard Segal",
title = "Belief Revision",
year = "1994",
url = "citeseer.ist.psu.edu/segal94belief.html",
url = "citeseer.nj.nec.com/segal94belief.html" }
Citations (may not include all citations):492 Learning logical definitions from relations (context) - Quinlan - 1990
334 A truth maintenance system (context) - Doyle - 1979
189 Diagnosing multiple faults (context) - de Kleer, Williams - 1992
189 The knowledge level (context) - Newell - 1981
149 the logic of theory change: Partial meet contraction and rev.. (context) - Alchourr'on, Gardenfors et al. - 1985
132 An assumption based TMS (context) - de Kleer - 1986
78 Revisions of knowledge systems using epistemic entrenchment (context) - Gardenfors, Makinson - 1988
75 Theory refinement combining analytical and empirical methods - Ourston, Mooney - 1993
56 A knowledge level analysis of belief revision - Nebel - 1989
41 an oracle based approach to constructive induction (context) - Muggleton - 1987
37 Refinement of approximately correct domain theories by knowl.. (context) - Towell, Shavlik et al. - 1990
31 Building softbots for Unix (context) - Etzioni, Lesh et al. - 1992
31 and retranslation (context) - Ginsberg, theory - 1990
21 Knowledge-base reduction: a new approach to checking knowled.. (context) - Ginsberg - 1988
15 Softbots as testbeds for machine learning - Etzioni, Segal - 1992
13 Using crude probability estimates to guide diagnoses (context) - de Kleer - 1992
13 Refinement of first-order horn-clause domain theories (context) - Richards, Mooney - 1993
12 Controlling search for the consequences of new information d.. (context) - Murray, Porter - 1989
11 Theory revision via prior operationalization (context) - Ginsberg - 1988
10 Efficient learning of logic programs with non-determinate (context) - Kijsirikul, Numao et al. - 1991
6 Probabilistic Revision of Logical Domain Theories (context) - Feldman - 1993
4 A planner for a UNIX softbot (context) - Lesh - 1992
2 Rules for rational changes of belief (context) - Gardenfors - 1982
1 Automatic repair of flawed knowledge bases (context) - Feldman, Segre et al. - 1993
1 UCPOP-XII user's manual (context) - Golden - 1993
Documents on the same site (http://www.cs.washington.edu/homes/segal/papers.html): More
Machine Learning as Massive Search - Segal (1997) (Correct)
St. Bernard: The File Retrieving Softbot - Segal (1993) (Correct)
An Analysis of Oversearch - Segal (1996) (Correct)
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