Integrating rules and connectionism for robust commonsense reasoning:
One of the most difficult problems facing researchers in artificial intelligence has been the inability of traditional models to capture the flexible and robust nature of commonsense reasoning. Ron Sun's innovative work takes a refreshing new approach to this persistent problem by explaining an...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York u.a.
Wiley
1994
|
| Schriftenreihe: | Sixth-generation computer technology series
A Wiley-interscience publication |
| Schlagworte: | |
| Zusammenfassung: | One of the most difficult problems facing researchers in artificial intelligence has been the inability of traditional models to capture the flexible and robust nature of commonsense reasoning. Ron Sun's innovative work takes a refreshing new approach to this persistent problem by explaining and modeling commonsense reasoning with a combination of rules and similarities, all under a connectionist rubric Integrating Rules and Connectionism for Robust Commonsense Reasoning surveys areas of rule-based reasoning, connectionist models, inheritance, causality and similarity-based reasoning, and goes on to introduce a new framework and a novel connectionist architecture for modeling commonsense reasoning that synthesizes many of these areas Along with this framework, the book proposes a set of interrelated new ideas regarding the modeling of commonsense reasoning which are highly relevant to current research in AI and cognitive science and the ongoing methodological debate |
| Beschreibung: | XVIII, 273 S. graph. Darst. |
| ISBN: | 0471593249 |
Internformat
MARC
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| 300 | |a XVIII, 273 S. |b graph. Darst. | ||
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| 490 | 0 | |a A Wiley-interscience publication | |
| 520 | 3 | |a One of the most difficult problems facing researchers in artificial intelligence has been the inability of traditional models to capture the flexible and robust nature of commonsense reasoning. Ron Sun's innovative work takes a refreshing new approach to this persistent problem by explaining and modeling commonsense reasoning with a combination of rules and similarities, all under a connectionist rubric | |
| 520 | |a Integrating Rules and Connectionism for Robust Commonsense Reasoning surveys areas of rule-based reasoning, connectionist models, inheritance, causality and similarity-based reasoning, and goes on to introduce a new framework and a novel connectionist architecture for modeling commonsense reasoning that synthesizes many of these areas | ||
| 520 | |a Along with this framework, the book proposes a set of interrelated new ideas regarding the modeling of commonsense reasoning which are highly relevant to current research in AI and cognitive science and the ongoing methodological debate | ||
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| 650 | 7 | |a Redeneren |2 gtt | |
| 650 | 4 | |a Cognition | |
| 650 | 4 | |a Commonsense reasoning | |
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Datensatz im Suchindex
| _version_ | 1804124043487477760 |
|---|---|
| any_adam_object | |
| author | Sun, Ron |
| author_facet | Sun, Ron |
| author_role | aut |
| author_sort | Sun, Ron |
| author_variant | r s rs |
| building | Verbundindex |
| bvnumber | BV009697067 |
| callnumber-first | L - Education |
| callnumber-label | LD571 |
| callnumber-raw | LD571.B743 Q338.85 |
| callnumber-search | LD571.B743 Q338.85 |
| callnumber-sort | LD 3571 B743 |
| callnumber-subject | LD - United States |
| classification_rvk | ST 285 ST 300 |
| classification_tum | DAT 706f |
| ctrlnum | (OCoLC)27975068 (DE-599)BVBBV009697067 |
| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV009697067 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T17:39:23Z |
| institution | BVB |
| isbn | 0471593249 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006413970 |
| oclc_num | 27975068 |
| open_access_boolean | |
| owner | DE-20 DE-945 DE-91G DE-BY-TUM |
| owner_facet | DE-20 DE-945 DE-91G DE-BY-TUM |
| physical | XVIII, 273 S. graph. Darst. |
| publishDate | 1994 |
| publishDateSearch | 1994 |
| publishDateSort | 1994 |
| publisher | Wiley |
| record_format | marc |
| series2 | Sixth-generation computer technology series A Wiley-interscience publication |
| spelling | Sun, Ron Verfasser aut Integrating rules and connectionism for robust commonsense reasoning Ron Sun New York u.a. Wiley 1994 XVIII, 273 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Sixth-generation computer technology series A Wiley-interscience publication One of the most difficult problems facing researchers in artificial intelligence has been the inability of traditional models to capture the flexible and robust nature of commonsense reasoning. Ron Sun's innovative work takes a refreshing new approach to this persistent problem by explaining and modeling commonsense reasoning with a combination of rules and similarities, all under a connectionist rubric Integrating Rules and Connectionism for Robust Commonsense Reasoning surveys areas of rule-based reasoning, connectionist models, inheritance, causality and similarity-based reasoning, and goes on to introduce a new framework and a novel connectionist architecture for modeling commonsense reasoning that synthesizes many of these areas Along with this framework, the book proposes a set of interrelated new ideas regarding the modeling of commonsense reasoning which are highly relevant to current research in AI and cognitive science and the ongoing methodological debate Connexionisme ram Kunstmatige intelligentie gtt Neurale netwerken gtt Raisonnement ram Redeneren gtt Cognition Commonsense reasoning Neural computers Denken (DE-588)4011450-8 gnd rswk-swf Inferenz Künstliche Intelligenz (DE-588)4333533-0 gnd rswk-swf Erkennen (DE-588)4133600-8 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Konnektionismus (DE-588)4265446-4 gnd rswk-swf Denken (DE-588)4011450-8 s Künstliche Intelligenz (DE-588)4033447-8 s Konnektionismus (DE-588)4265446-4 s DE-604 Inferenz Künstliche Intelligenz (DE-588)4333533-0 s Erkennen (DE-588)4133600-8 s |
| spellingShingle | Sun, Ron Integrating rules and connectionism for robust commonsense reasoning Connexionisme ram Kunstmatige intelligentie gtt Neurale netwerken gtt Raisonnement ram Redeneren gtt Cognition Commonsense reasoning Neural computers Denken (DE-588)4011450-8 gnd Inferenz Künstliche Intelligenz (DE-588)4333533-0 gnd Erkennen (DE-588)4133600-8 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Konnektionismus (DE-588)4265446-4 gnd |
| subject_GND | (DE-588)4011450-8 (DE-588)4333533-0 (DE-588)4133600-8 (DE-588)4033447-8 (DE-588)4265446-4 |
| title | Integrating rules and connectionism for robust commonsense reasoning |
| title_auth | Integrating rules and connectionism for robust commonsense reasoning |
| title_exact_search | Integrating rules and connectionism for robust commonsense reasoning |
| title_full | Integrating rules and connectionism for robust commonsense reasoning Ron Sun |
| title_fullStr | Integrating rules and connectionism for robust commonsense reasoning Ron Sun |
| title_full_unstemmed | Integrating rules and connectionism for robust commonsense reasoning Ron Sun |
| title_short | Integrating rules and connectionism for robust commonsense reasoning |
| title_sort | integrating rules and connectionism for robust commonsense reasoning |
| topic | Connexionisme ram Kunstmatige intelligentie gtt Neurale netwerken gtt Raisonnement ram Redeneren gtt Cognition Commonsense reasoning Neural computers Denken (DE-588)4011450-8 gnd Inferenz Künstliche Intelligenz (DE-588)4333533-0 gnd Erkennen (DE-588)4133600-8 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Konnektionismus (DE-588)4265446-4 gnd |
| topic_facet | Connexionisme Kunstmatige intelligentie Neurale netwerken Raisonnement Redeneren Cognition Commonsense reasoning Neural computers Denken Inferenz Künstliche Intelligenz Erkennen Künstliche Intelligenz Konnektionismus |
| work_keys_str_mv | AT sunron integratingrulesandconnectionismforrobustcommonsensereasoning |