Minimal change: a criterion for choosing between competing models
Abstract: "We often encounter a situation in which we are forced to make some decision even if there is not enough information. In that situation, we normally use common sense to draw a conclusion from the incomplete knowledge. This reasoning mechanism can be regarded as meta-reasoning which ch...
Saved in:
| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
Tokyo, Japan
1987
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| Series: | Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report
316 |
| Subjects: | |
| Summary: | Abstract: "We often encounter a situation in which we are forced to make some decision even if there is not enough information. In that situation, we normally use common sense to draw a conclusion from the incomplete knowledge. This reasoning mechanism can be regarded as meta-reasoning which chooses the preferred models from several consistent models. This paper formalizes common sense reasoning of tree-structured inheritance systems and temporal projection into one framework, minimal change. Both types of reasoning have a common mechanism to prefer a model which changes minimally in one direction. In inheritance systems, the direction is from superclass to subclass, and in temporal projection, the direction is from earlier state to later state." |
| Physical Description: | 31 S. |
Staff View
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| 520 | 3 | |a Abstract: "We often encounter a situation in which we are forced to make some decision even if there is not enough information. In that situation, we normally use common sense to draw a conclusion from the incomplete knowledge. This reasoning mechanism can be regarded as meta-reasoning which chooses the preferred models from several consistent models. This paper formalizes common sense reasoning of tree-structured inheritance systems and temporal projection into one framework, minimal change. Both types of reasoning have a common mechanism to prefer a model which changes minimally in one direction. In inheritance systems, the direction is from superclass to subclass, and in temporal projection, the direction is from earlier state to later state." | |
| 650 | 4 | |a Künstliche Intelligenz | |
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Record in the Search Index
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| id | DE-604.BV010934914 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T18:01:20Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007314301 |
| oclc_num | 21184167 |
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| physical | 31 S. |
| publishDate | 1987 |
| publishDateSearch | 1987 |
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| series | Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report |
| series2 | Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report |
| spelling | Satoh, Ken 1959- Verfasser (DE-588)134075757 aut Minimal change a criterion for choosing between competing models by K. Satoh Tokyo, Japan 1987 31 S. txt rdacontent n rdamedia nc rdacarrier Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report 316 Abstract: "We often encounter a situation in which we are forced to make some decision even if there is not enough information. In that situation, we normally use common sense to draw a conclusion from the incomplete knowledge. This reasoning mechanism can be regarded as meta-reasoning which chooses the preferred models from several consistent models. This paper formalizes common sense reasoning of tree-structured inheritance systems and temporal projection into one framework, minimal change. Both types of reasoning have a common mechanism to prefer a model which changes minimally in one direction. In inheritance systems, the direction is from superclass to subclass, and in temporal projection, the direction is from earlier state to later state." Künstliche Intelligenz Artificial intelligence Reasoning Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report 316 (DE-604)BV010923438 316 |
| spellingShingle | Satoh, Ken 1959- Minimal change a criterion for choosing between competing models Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report Künstliche Intelligenz Artificial intelligence Reasoning |
| title | Minimal change a criterion for choosing between competing models |
| title_auth | Minimal change a criterion for choosing between competing models |
| title_exact_search | Minimal change a criterion for choosing between competing models |
| title_full | Minimal change a criterion for choosing between competing models by K. Satoh |
| title_fullStr | Minimal change a criterion for choosing between competing models by K. Satoh |
| title_full_unstemmed | Minimal change a criterion for choosing between competing models by K. Satoh |
| title_short | Minimal change |
| title_sort | minimal change a criterion for choosing between competing models |
| title_sub | a criterion for choosing between competing models |
| topic | Künstliche Intelligenz Artificial intelligence Reasoning |
| topic_facet | Künstliche Intelligenz Artificial intelligence Reasoning |
| volume_link | (DE-604)BV010923438 |
| work_keys_str_mv | AT satohken minimalchangeacriterionforchoosingbetweencompetingmodels |