H. Cem Bozsahin, Nicholas V. Findler  Home/Search
Context Related
| metu.edu.tr/pub/papers...cogsci92.ps.gz metu.edu.tr/ftp/papers...cogsci92.ps.gz 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: metu.edu.tr/pubs (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: We present a memory-based approach to learning commonsense causal relations from episodic text. The method relies on dynamic memory which consists of events, event schemata, episodes, causal heuristics, and causal hypotheses. The learning algorithms are based on applying causal heuristics to precedents of new information. The heuristics are derived from principles of causation, and, to a limited extent, from domain-related causal reasoning. Learning is defined as finding---and later... (Update)
Context of citations to this paper: More
.... tasks like learning phonological representations [Stetham, 1991] and higher level tasks like learning causal relationships [Bozsahin and Findler, 1992, Pazzani, 1991] it has not been used to learn solutions to the lexical and structural disambiguation tasks handled...
Cited by: More
Supporting Complex Inquiries - Dragoni (1995) (Correct)
Domain-Specific Knowledge Acquisition For Conceptual Sentence.. - Cardie (1994) (Correct)
Active bibliography (related documents): More All
0.5: Concept Learning and Flexible Weighting - Aha, Goldstone (1992) (Correct)
0.3: ART-based Modular Networks for Incremental Learning of.. - Bartfai, al. (1996) (Correct)
0.3: Guiding Agent Learning in Design - Dan Grecu (Correct)
Similar documents based on text: More All
0.4: Parsing Constituents With - Categorial Grammars Cem (Correct)
0.3: Contextually Appropriate Anaphor/Pronoun Generation for Turkish - Yüksel (1997) (Correct)
0.3: Generation Of Turkish Surface Form From A Morphemic Lexicon - Karagol-Ayan (2000) (Correct)
Related documents from co-citation: More All
4: North Holland Elsevier Science Publishers (context) - Kanal, Lemmer et al. - 1986
2: Foundations of Assumption-Based Truth Maintenance Systems: Preliminary Report (context) - Reiter, de Kleer - 1987
2: Eyewitness recall and recognition by the elderly (context) - Timm - 1985
BibTeX entry: (Update)
Bozsahin, H. C., and Findler, N. V., Memory-Based Hypothesis Formation: Heuristic Learning of Commonsense Causal Relations from Text, Cognitive Science, 16, pp. 431-454, Ablex Publishing Corporation (1992). http://citeseer.ist.psu.edu/bozsahin92memorybased.html More
@article{ bozsahin92memorybased,
author = "H. Cem Bozsahin and Nicholas V. Findler",
title = "Memory-Based Hypothesis Formation: Heuristic Learning of Commonsense Causal Relations from Text",
journal = "Cognitive Science",
volume = "16",
number = "4",
pages = "431-454",
year = "1992",
url = "citeseer.ist.psu.edu/bozsahin92memorybased.html" }
Citations (may not include all citations):349 Knowledge acquisition via incremental conceptual clustering (context) - Fisher - 1987
269 Toward memory-based reasoning (context) - Stanfill, Waltz - 1986
149 Derivational analogy: a theory of reconstructive problem sol.. (context) - Carbonell - 1986
142 Reasoning About Change: Time and Causation from the Standpoi.. (context) - Shoham - 1988
76 Conceptual Information Processing (context) - Schank - 1975
67 and structuring in belief networks (context) - Pearl - 1986
51 Planning and Understanding (context) - Wilensky - 1983
48 Causes for events: Their computation and applications (context) - Cox, Pietrzykowski - 1986
35 A computational model for causal and diagnostic reasoning in.. (context) - Kim, Pearl - 1983
34 Dynamic Memory (context) - Schank - 1982
34 Goals and Understanding: An Inquiry into Human Knowledge Str.. (context) - Schank, Abelson - 1977
32 A probabilistic causal model for diagnostic problem solving .. (context) - Peng, Reggia - 1987
30 Case-based Planning (context) - Hammond - 1989
19 Direct memory access parsing (context) - Riesbeck, Martin - 1985
18 Notes on schema for stories (context) - Rumelhart - 1975
10 Failure-driven reminding for incremental learning (context) - Riesbeck - 1981
9 Generalization from natural language text (context) - Lebowitz - 1983
8 Contributions to a Computer-based Theory of Strategies (context) - Findler - 1990
5 The use of memory in text processing (context) - Lebowitz - 1988
5 Causal relatedness and importance of story events (context) - Trabasso, Sperry - 1985
5 A computational theory of learning causal relationships (context) - Pazzani - 1991
4 Routine computing tasks: Planning as understanding (context) - Mannes, Kintsch - 1991
4 A common representation for problem-solving and language-com.. (context) - Charniak, Goldman - 1989
3 Models of incremental concept formation (context) - IEEE, on et al. - 1990
2 Preservation of specific experiences in the representation o.. (context) - Whittlesea - 1987
1 Hierarchical representation of causal knowledge (context) - Gabrielian, Stickney - 1987
1 Embracing causality in formal reasoning (context) - Error, argument
1 Organization and retrieval in a conceptual memory for events (context) - Kolodner - 1981
1 Learning schemata for natural language processing (context) - Science, Mooney et al. - 1985
1 A model-based method for computeraided medical decision-maki.. (context) - Error, argument et al. - 1978
1 a mechanical reasoning about causal relations (context) - Error, argument et al. - 1986
1 Degree of causal relatedness and memory (context) - the, Joint et al. - 1987
1 Explanation-based learning: An alternative view (context) - the, Conference et al. - 1986
1 Logic modelling of cognitive reasoning (context) - Hagers, Hansson - 1983
1 Integrated learning with incorrect and incomplete theories (context) - Memory, Pazzani - 1988
1 Causal and plausible reasoning in expert systems (context) - Error, argument - 1986
1 Distributed version of composite beliefs (context) - Pearl
Documents on the same site (http://www.lcsl.metu.edu.tr/pubs.html): More
Combinatory Logic and Natural Language Parsing - Bozsahin (Correct)
A Sign-Based Phrase Structure Grammar For Turkish - Sehitoglu (1996) (Correct)
Turkish Natural Language Processing Initiative: An Overview - Oflazer, Bozsahin (1994) (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