Inference processes in incomplete knowledge systems in engineering projects
A substantial number of engineering problems can be qualified as heuristic ones. Inference processes, allowing for their solution, are most frequently performed with rule-based expert systems. Such systems, however, are significantly limited by their possibility of inference only if complete knowled...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Lublin University of Technology
2014-12-01
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| Series: | Budownictwo i Architektura |
| Subjects: | |
| Online Access: | https://ph.pollub.pl/index.php/bia/article/view/1875 |
| _version_ | 1827336580247846912 |
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| author | Janusz Szelka Zbigniew Wrona |
| author_facet | Janusz Szelka Zbigniew Wrona |
| author_sort | Janusz Szelka |
| collection | DOAJ |
| description | A substantial number of engineering problems can be qualified as heuristic ones. Inference processes, allowing for their solution, are most frequently performed with rule-based expert systems. Such systems, however, are significantly limited by their possibility of inference only if complete knowledge is possessed, which is not always the case in practice (in particular in crisis situations). It is then indispensable to employ other methods and tools. Given the specificity of engineering projects, it seems that case-based reasoning (CBR) is an appropriate solution in this respect. In conjunction with rule-based inference mechanisms, it may constitute a complementary solution, allowing for efficient inference in problem situations in which the level of knowledge completeness varies. |
| first_indexed | 2024-03-07T18:33:48Z |
| format | Article |
| id | doaj.art-1f4a84d184374f25a61f8cabebbffcc5 |
| institution | Directory Open Access Journal |
| issn | 1899-0665 2544-3275 |
| language | English |
| last_indexed | 2024-03-07T18:33:48Z |
| publishDate | 2014-12-01 |
| publisher | Lublin University of Technology |
| record_format | Article |
| series | Budownictwo i Architektura |
| spelling | doaj.art-1f4a84d184374f25a61f8cabebbffcc52024-03-02T05:11:44ZengLublin University of TechnologyBudownictwo i Architektura1899-06652544-32752014-12-0113410.35784/bud-arch.1875Inference processes in incomplete knowledge systems in engineering projectsJanusz Szelka0Zbigniew Wrona1Military Academy of Land Forces in Wrocław, University of Zielona GóraCollege of Management "Edukacja” in WrocławA substantial number of engineering problems can be qualified as heuristic ones. Inference processes, allowing for their solution, are most frequently performed with rule-based expert systems. Such systems, however, are significantly limited by their possibility of inference only if complete knowledge is possessed, which is not always the case in practice (in particular in crisis situations). It is then indispensable to employ other methods and tools. Given the specificity of engineering projects, it seems that case-based reasoning (CBR) is an appropriate solution in this respect. In conjunction with rule-based inference mechanisms, it may constitute a complementary solution, allowing for efficient inference in problem situations in which the level of knowledge completeness varies.https://ph.pollub.pl/index.php/bia/article/view/1875inference in engineering projectsrule-based inference systemsinference with incomplete knowledgecase-based reasoninghybrid engineering inference systems |
| spellingShingle | Janusz Szelka Zbigniew Wrona Inference processes in incomplete knowledge systems in engineering projects Budownictwo i Architektura inference in engineering projects rule-based inference systems inference with incomplete knowledge case-based reasoning hybrid engineering inference systems |
| title | Inference processes in incomplete knowledge systems in engineering projects |
| title_full | Inference processes in incomplete knowledge systems in engineering projects |
| title_fullStr | Inference processes in incomplete knowledge systems in engineering projects |
| title_full_unstemmed | Inference processes in incomplete knowledge systems in engineering projects |
| title_short | Inference processes in incomplete knowledge systems in engineering projects |
| title_sort | inference processes in incomplete knowledge systems in engineering projects |
| topic | inference in engineering projects rule-based inference systems inference with incomplete knowledge case-based reasoning hybrid engineering inference systems |
| url | https://ph.pollub.pl/index.php/bia/article/view/1875 |
| work_keys_str_mv | AT januszszelka inferenceprocessesinincompleteknowledgesystemsinengineeringprojects AT zbigniewwrona inferenceprocessesinincompleteknowledgesystemsinengineeringprojects |