Classification-based problem-solving in case-based reasoning
Identifieur interne :
000C67 ( PascalFrancis/Corpus );
précédent :
000C66;
suivant :
000C68
Classification-based problem-solving in case-based reasoning
Auteurs : A. Napoli ;
J. Lieber ;
R. CurienSource :
-
Lecture notes in computer science [ 0302-9743 ] ; 1996.
RBID : Pascal:97-0268778
Descripteurs français
- Pascal (Inist)
- Système expert,
Résolution problème,
Apprentissage,
Raisonnement basé sur cas,
Base connaissance,
Représentation connaissances,
Formalisation,
Calcul symbolique,
Démonstration automatique,
Relation ordre,
Indexation,
Classification,
Hiérarchie.
English descriptors
- KwdEn :
- Automatic proving,
Case based reasoning,
Classification,
Expert system,
Formalization,
Hierarchy,
Indexing,
Knowledge base,
Knowledge representation,
Learning,
Ordering,
Problem solving,
Symbolic computation.
Abstract
In this paper, we present a study on the retrieval and adaptation operations for case-based reasoning, in the context of object-based representations. First, the paper describes the case-based reasoning cycle and the associated problem-solving process. Details are given on problem formalization, the organization and representation of cases and case indexes. Indexes are represented as frames lying in a subsumption hierarchy. Therefore, the links between retrieval, adaptation, and classification, are very close. Retrieval and adaptation are analyzed through three main operations, namely complete, incomplete and approximate classification, corresponding to three different ways for handling indexes and cases in object-based representations. The paper ends with a discussion on the topics presented here, and points out future works completing and extending this study.
Notice en format standard (ISO 2709)
Pour connaître la documentation sur le format Inist Standard.
| pA |
| A01 | 01 | 1 | | @0 0302-9743 |
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| A05 | | | | @2 1168 |
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| A08 | 01 | 1 | ENG | @1 Classification-based problem-solving in case-based reasoning |
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| A09 | 01 | 1 | ENG | @1 EWCBR-96 : advances in case-based reasoning : Lausanne, November 14-16, 1996 |
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| A11 | 01 | 1 | | @1 NAPOLI (A.) |
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| A11 | 02 | 1 | | @1 LIEBER (J.) |
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| A11 | 03 | 1 | | @1 CURIEN (R.) |
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| A12 | 01 | 1 | | @1 SMITH (Ian) @9 ed. |
|---|
| A12 | 02 | 1 | | @1 FALTINGS (Boi) @9 ed. |
|---|
| A14 | 01 | | | @1 CRIN CNRS - INRIA Lorraine, BP 239 @2 54506 Vandœuvre-lès-Nancy @3 FRA @Z 1 aut. @Z 2 aut. @Z 3 aut. |
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| A20 | | | | @1 295-308 |
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| A21 | | | | @1 1996 |
|---|
| A23 | 01 | | | @0 ENG |
|---|
| A43 | 01 | | | @1 INIST @2 16343 @5 354000060676400210 |
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| A44 | | | | @0 0000 @1 © 1997 INIST-CNRS. All rights reserved. |
|---|
| A45 | | | | @0 21 ref. |
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| A47 | 01 | 1 | | @0 97-0268778 |
|---|
| A60 | | | | @1 P @2 C |
|---|
| A61 | | | | @0 A |
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| A64 | 01 | 1 | | @0 Lecture notes in computer science |
|---|
| A66 | 01 | | | @0 DEU |
|---|
| A66 | 02 | | | @0 USA |
|---|
| C01 | 01 | | ENG | @0 In this paper, we present a study on the retrieval and adaptation operations for case-based reasoning, in the context of object-based representations. First, the paper describes the case-based reasoning cycle and the associated problem-solving process. Details are given on problem formalization, the organization and representation of cases and case indexes. Indexes are represented as frames lying in a subsumption hierarchy. Therefore, the links between retrieval, adaptation, and classification, are very close. Retrieval and adaptation are analyzed through three main operations, namely complete, incomplete and approximate classification, corresponding to three different ways for handling indexes and cases in object-based representations. The paper ends with a discussion on the topics presented here, and points out future works completing and extending this study. |
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| C02 | 01 | X | | @0 001D02C02 |
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| C03 | 01 | X | SPA | @0 Sistema experto @5 01 |
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| C03 | 02 | X | FRE | @0 Résolution problème @5 02 |
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| C03 | 02 | X | ENG | @0 Problem solving @5 02 |
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| C03 | 02 | X | SPA | @0 Resolución problema @5 02 |
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| C03 | 03 | X | FRE | @0 Apprentissage @5 03 |
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| C03 | 03 | X | ENG | @0 Learning @5 03 |
|---|
| C03 | 03 | X | SPA | @0 Aprendizaje @5 03 |
|---|
| C03 | 04 | X | FRE | @0 Raisonnement basé sur cas @5 04 |
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| C03 | 04 | X | ENG | @0 Case based reasoning @5 04 |
|---|
| C03 | 04 | X | SPA | @0 Razonamiento fundado sobre caso @5 04 |
|---|
| C03 | 05 | X | FRE | @0 Base connaissance @5 05 |
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| C03 | 05 | X | ENG | @0 Knowledge base @5 05 |
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| C03 | 05 | X | SPA | @0 Base conocimiento @5 05 |
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| C03 | 06 | X | FRE | @0 Représentation connaissances @5 06 |
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| C03 | 06 | X | ENG | @0 Knowledge representation @5 06 |
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| C03 | 06 | X | SPA | @0 Representación conocimientos @5 06 |
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| C03 | 07 | X | FRE | @0 Formalisation @5 07 |
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| C03 | 07 | X | ENG | @0 Formalization @5 07 |
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| C03 | 07 | X | SPA | @0 Formalización @5 07 |
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| C03 | 08 | X | FRE | @0 Calcul symbolique @5 08 |
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| C03 | 08 | X | ENG | @0 Symbolic computation @5 08 |
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| C03 | 08 | X | SPA | @0 Cálculo simbólico @5 08 |
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| C03 | 09 | X | FRE | @0 Démonstration automatique @5 09 |
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| C03 | 09 | X | ENG | @0 Automatic proving @5 09 |
|---|
| C03 | 09 | X | SPA | @0 Demostración automática @5 09 |
|---|
| C03 | 10 | X | FRE | @0 Relation ordre @5 10 |
|---|
| C03 | 10 | X | ENG | @0 Ordering @5 10 |
|---|
| C03 | 10 | X | SPA | @0 Relación orden @5 10 |
|---|
| C03 | 11 | X | FRE | @0 Indexation @5 11 |
|---|
| C03 | 11 | X | ENG | @0 Indexing @5 11 |
|---|
| C03 | 11 | X | SPA | @0 Indización @5 11 |
|---|
| C03 | 12 | X | FRE | @0 Classification @5 12 |
|---|
| C03 | 12 | X | ENG | @0 Classification @5 12 |
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| C03 | 12 | X | GER | @0 Klassifizierung @5 12 |
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| C03 | 12 | X | SPA | @0 Clasificación @5 12 |
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| C03 | 13 | X | FRE | @0 Hiérarchie @5 13 |
|---|
| C03 | 13 | X | ENG | @0 Hierarchy @5 13 |
|---|
| C03 | 13 | X | SPA | @0 Jerarquía @5 13 |
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| N21 | | | | @1 153 |
|---|
|
|---|
| pR |
| A30 | 01 | 1 | ENG | @1 Advances in case-based reasoning. European workshop @2 3 @3 Lausanne CHE @4 1996-11-14 |
|---|
|
|---|
Format Inist (serveur)
| NO : | PASCAL 97-0268778 INIST |
|---|
| ET : | Classification-based problem-solving in case-based reasoning |
|---|
| AU : | NAPOLI (A.); LIEBER (J.); CURIEN (R.); SMITH (Ian); FALTINGS (Boi) |
|---|
| AF : | CRIN CNRS - INRIA Lorraine, BP 239/54506 Vandœuvre-lès-Nancy/France (1 aut., 2 aut., 3 aut.) |
|---|
| DT : | Publication en série; Congrès; Niveau analytique |
|---|
| SO : | Lecture notes in computer science; ISSN 0302-9743; Allemagne; Da. 1996; Vol. 1168; Pp. 295-308; Bibl. 21 ref. |
|---|
| LA : | Anglais |
|---|
| EA : | In this paper, we present a study on the retrieval and adaptation operations for case-based reasoning, in the context of object-based representations. First, the paper describes the case-based reasoning cycle and the associated problem-solving process. Details are given on problem formalization, the organization and representation of cases and case indexes. Indexes are represented as frames lying in a subsumption hierarchy. Therefore, the links between retrieval, adaptation, and classification, are very close. Retrieval and adaptation are analyzed through three main operations, namely complete, incomplete and approximate classification, corresponding to three different ways for handling indexes and cases in object-based representations. The paper ends with a discussion on the topics presented here, and points out future works completing and extending this study. |
|---|
| CC : | 001D02C02; 001D02C05 |
|---|
| FD : | Système expert; Résolution problème; Apprentissage; Raisonnement basé sur cas; Base connaissance; Représentation connaissances; Formalisation; Calcul symbolique; Démonstration automatique; Relation ordre; Indexation; Classification; Hiérarchie |
|---|
| ED : | Expert system; Problem solving; Learning; Case based reasoning; Knowledge base; Knowledge representation; Formalization; Symbolic computation; Automatic proving; Ordering; Indexing; Classification; Hierarchy |
|---|
| GD : | Expertensystem; Klassifizierung |
|---|
| SD : | Sistema experto; Resolución problema; Aprendizaje; Razonamiento fundado sobre caso; Base conocimiento; Representación conocimientos; Formalización; Cálculo simbólico; Demostración automática; Relación orden; Indización; Clasificación; Jerarquía |
|---|
| LO : | INIST-16343.354000060676400210 |
|---|
| ID : | 97-0268778 |
|---|
Links to Exploration step
Pascal:97-0268778
Le document en format XML
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</keywords><front><div type="abstract" xml:lang="en">In this paper, we present a study on the retrieval and adaptation operations for case-based reasoning, in the context of object-based representations. First, the paper describes the case-based reasoning cycle and the associated problem-solving process. Details are given on problem formalization, the organization and representation of cases and case indexes. Indexes are represented as frames lying in a subsumption hierarchy. Therefore, the links between retrieval, adaptation, and classification, are very close. Retrieval and adaptation are analyzed through three main operations, namely complete, incomplete and approximate classification, corresponding to three different ways for handling indexes and cases in object-based representations. The paper ends with a discussion on the topics presented here, and points out future works completing and extending this study.</div>
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<s5>12</s5>
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<s5>13</s5>
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</fN21><pR><fA30 i1="01" i2="1" l="ENG"><s1>Advances in case-based reasoning. European workshop</s1>
<s2>3</s2>
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<ET>Classification-based problem-solving in case-based reasoning</ET>
<AU>NAPOLI (A.); LIEBER (J.); CURIEN (R.); SMITH (Ian); FALTINGS (Boi)</AU>
<AF>CRIN CNRS - INRIA Lorraine, BP 239/54506 Vandœuvre-lès-Nancy/France (1 aut., 2 aut., 3 aut.)</AF>
<DT>Publication en série; Congrès; Niveau analytique</DT>
<SO>Lecture notes in computer science; ISSN 0302-9743; Allemagne; Da. 1996; Vol. 1168; Pp. 295-308; Bibl. 21 ref.</SO>
<LA>Anglais</LA>
<EA>In this paper, we present a study on the retrieval and adaptation operations for case-based reasoning, in the context of object-based representations. First, the paper describes the case-based reasoning cycle and the associated problem-solving process. Details are given on problem formalization, the organization and representation of cases and case indexes. Indexes are represented as frames lying in a subsumption hierarchy. Therefore, the links between retrieval, adaptation, and classification, are very close. Retrieval and adaptation are analyzed through three main operations, namely complete, incomplete and approximate classification, corresponding to three different ways for handling indexes and cases in object-based representations. The paper ends with a discussion on the topics presented here, and points out future works completing and extending this study.</EA>
<CC>001D02C02; 001D02C05</CC>
<FD>Système expert; Résolution problème; Apprentissage; Raisonnement basé sur cas; Base connaissance; Représentation connaissances; Formalisation; Calcul symbolique; Démonstration automatique; Relation ordre; Indexation; Classification; Hiérarchie</FD>
<ED>Expert system; Problem solving; Learning; Case based reasoning; Knowledge base; Knowledge representation; Formalization; Symbolic computation; Automatic proving; Ordering; Indexing; Classification; Hierarchy</ED>
<GD>Expertensystem; Klassifizierung</GD>
<SD>Sistema experto; Resolución problema; Aprendizaje; Razonamiento fundado sobre caso; Base conocimiento; Representación conocimientos; Formalización; Cálculo simbólico; Demostración automática; Relación orden; Indización; Clasificación; Jerarquía</SD>
<LO>INIST-16343.354000060676400210</LO>
<ID>97-0268778</ID>
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