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Issues of Integration and Balancing in Hybrid Knowledge Representation Systems (1987)  (Make Corrections)  (4 citations)
Bernhard Nebel, Kai von Luck
GWAI-87. 11th German Workshop on Artificial Intelligence



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Abstract: In the last several years the hybrid approach to Knowledge Representation has received much attention, because it was felt that one monolithic knowledge representation formalism cannot meet all representational demands. In this paper we will present one particular hybrid knowledge representation system, BACK, concentrating on matters of how to integrate different subformalisms and their interpretation. In particular, `balancing the expressiveness' of the respective subformalisms and combining... (Update)

Context of citations to this paper:   More

.... the design of a hybrid KRR system should be done in a way such that the subformalisms employed are balanced in their expressiveness [42]. For instance, it does not make much sense to have the means to represent cardinalities of sets in a TBox without the expressive power of...

...classifying the abstraction. This strategy is employed by two recent systems, KL TWO [Vilain, 1985] and BACK [Luck et al. 1987; Nebel and Luck, 1987] In this paper, we describe an extension of this approach which (1) is deductively more powerful than, and (2) is expected to...

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Benefits of an OODB Representation for Controlled.. - Gu, Halper, Geller, Perl (1999)   (Correct)
Integrating Frames, Rules and Uncertainty in a.. - Drescher, Holena, ..   (Correct)
A Deductive Pattern Matcher - Gregor (1988)   (Correct)

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56.0%:   Hybrid Reasoning in BACK - Nebel, von Luck (1988)   (Correct)

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0.9:   Computational Complexity of Terminological Reasoning in BACK - Nebel (1988)   (Correct)
0.5:   "Reducing" CLASSIC to Practice: Knowledge.. - Brachman.. (1992)   (Correct)
0.3:   Algebraic Terminological Representation - Schmidt (1991)   (Correct)

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2:   The Restricted Language Architecture of a Hybrid Representation System (context) - Vilain - 1985
2:   The tractability of subsumption in framebased description languages (context) - Brachman, Levesque - 1984
2:   CLASSIC: A Structural Data Model for Objects - Borgida, Brachman et al. - 1989

BibTeX entry:   (Update)

B. Nebel and K. von Luck. Issues of integration and balancing in hybrid knowledge representation systems. In K. Morik, editor, GWAI87. 11th German Workshop on Artificial Intelligence, pages 114--123, Springer-Verlag, Berlin, West Germany, 1987. http://citeseer.ist.psu.edu/21926.html   More

@inproceedings{ nebel87issues,
    author = "Bernhard Nebel and Kai von Luck",
    title = "Issues of Integration and Balancing in Hybrid Knowledge Representation Systems",
    booktitle = "{GWAI}-87. 11th German Workshop on Artificial Intelligence",
    publisher = "Springer-Verlag",
    address = "Berlin, Heidelberg, New York, Tokyo",
    editor = "K. Morik",
    pages = "114--123",
    year = "1987",
    url = "citeseer.ist.psu.edu/21926.html" }
Citations (may not include all citations):
663   Some Philosophical Problems from the Standpoint of Artificia.. (context) - McCarthy, Hayes - 1969  ACM
480   An overview of the KL-ONE knowledge representation system (context) - Brachman, Schmolze - 1985
118   The tractability of subsumption in frame-based description l.. (context) - Brachman, Levesque - 1984
72   Computational Complexity of Terminological Reasoning in BACK - Nebel - 1987  ACM   DBLP
65   An Essential Hybrid Reasoning System: Knowledge and Symbol L.. (context) - Brachman, Gilbert et al. - 1985
42   The Logic of Frames (context) - Hayes - 1979
41   The Restricted Language Architecture of a Hybrid Representat.. (context) - Vilain - 1985
39   Small can be Beautiful in Knowledge Representation (context) - Patel-Schneider - 1984
24   Technische Universitat Berlin (context) - von Luck, Nebel et al. - 1987
20   Some Problems and Non-Problems in Representation Theory (context) - Hayes - 1974
15   Data Models in Knowledge Representation Systems: A Case Stud.. (context) - Edelmann, Owsnicki - 1986
12   A Four-Valued Semantics for Frame-Based Description Language.. (context) - Patel-Schneider - 1986
10   Why We Need Many Knowledge Representation Formalisms (context) - Sloman - 1985
6   or no notation without denotation (context) - McDermott, semantics - 1978
2   published in: Artificial Intelligence (context) - Levesque, out et al. - 1986
2   BACK to Consistency and Incompleteness (context) - von Luck, Nebel et al. - 1986
2   Semantic Networks with Number Restricted Roles or Another St.. (context) - von Luck - 1986
2   Contribution to the SIGART Special Issue on Knowledge Repres.. (context) - Kowalski - 1980
1   Neuere KI-Formalismen zur Reprasentation von Wissen (context) - von Luck, Owsnicki-Klewe - 1987

Documents on the same site (http://www.informatik.uni-freiburg.de/~nebel/conferences.html):   More
Reasoning about Temporal Relations: A Maximal Tractable.. - Nebel, Bürckert (1994)   (Correct)
Complexity Results for SAS+ Planning - Bäckström, Nebel (1993)   (Correct)
Preferred Arguments are Harder to Compute than Stable.. - Dimopoulos, Nebel, Toni (1999)   (Correct)

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