Rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems
It is critical to have a knowledge base model for efficient storage of extracted knowledge. This ensures that the knowledge is stored in a meaningful way to be used for different applications. The efficiency of the knowledge base model depends largely on the rules of construction. Knowledge represen...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English English English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2018
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| Online Access: | http://irep.iium.edu.my/72821/ http://irep.iium.edu.my/72821/1/72821_Rule%20based%20modeling%20of%20knowledge%20bases.pdf http://irep.iium.edu.my/72821/2/72821_Rule%20based%20modeling%20of%20knowledge%20bases_SCOPUS.pdf http://irep.iium.edu.my/72821/3/72821_Rule%20based%20modeling%20of%20knowledge%20bases_WOS.pdf |
| _version_ | 1848787686850035712 |
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| author | Wani, Sharyar Tengku Sembok, Tengku Mohd. Wahiddin, Mohamed Ridza |
| author_facet | Wani, Sharyar Tengku Sembok, Tengku Mohd. Wahiddin, Mohamed Ridza |
| author_sort | Wani, Sharyar |
| building | IIUM Repository |
| collection | Online Access |
| description | It is critical to have a knowledge base model for efficient storage of extracted knowledge. This ensures that the knowledge is stored in a meaningful way to be used for different applications. The efficiency of the knowledge base model depends largely on the rules of construction. Knowledge represented using logico-linguistic techniques and semantic networks lack a consistent rule based knowledge model. The current paper deals with the analysis of text from the knowledge extraction, representation and semantic network phase to formulate rules which would lay foundations of a knowledge model. The developed rules seem to be promising providing a comprehensive coverage of different scenarios. The extensive coverage is an indication that the knowledge model will cater to the entire domain knowledge, thereby laying the foundations of automatic construction of efficient knowledge bases. © 2017 IEEE. |
| first_indexed | 2025-11-14T17:28:53Z |
| format | Proceeding Paper |
| id | iium-72821 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-14T17:28:53Z |
| publishDate | 2018 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-728212019-06-24T04:04:21Z http://irep.iium.edu.my/72821/ Rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems Wani, Sharyar Tengku Sembok, Tengku Mohd. Wahiddin, Mohamed Ridza T Technology (General) T61 Technical education. Technical schools It is critical to have a knowledge base model for efficient storage of extracted knowledge. This ensures that the knowledge is stored in a meaningful way to be used for different applications. The efficiency of the knowledge base model depends largely on the rules of construction. Knowledge represented using logico-linguistic techniques and semantic networks lack a consistent rule based knowledge model. The current paper deals with the analysis of text from the knowledge extraction, representation and semantic network phase to formulate rules which would lay foundations of a knowledge model. The developed rules seem to be promising providing a comprehensive coverage of different scenarios. The extensive coverage is an indication that the knowledge model will cater to the entire domain knowledge, thereby laying the foundations of automatic construction of efficient knowledge bases. © 2017 IEEE. Institute of Electrical and Electronics Engineers Inc. 2018-12-04 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/72821/1/72821_Rule%20based%20modeling%20of%20knowledge%20bases.pdf application/pdf en http://irep.iium.edu.my/72821/2/72821_Rule%20based%20modeling%20of%20knowledge%20bases_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/72821/3/72821_Rule%20based%20modeling%20of%20knowledge%20bases_WOS.pdf Wani, Sharyar and Tengku Sembok, Tengku Mohd. and Wahiddin, Mohamed Ridza (2018) Rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems. In: 2017 International Conference on Computational Science and Computational Intelligence (CSCI 2017), 14th-16th Dec. 2017, Las Vegas, United States. https://ieeexplore.ieee.org/document/8560901 10.1109/CSCI.2017.142 |
| spellingShingle | T Technology (General) T61 Technical education. Technical schools Wani, Sharyar Tengku Sembok, Tengku Mohd. Wahiddin, Mohamed Ridza Rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems |
| title | Rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems |
| title_full | Rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems |
| title_fullStr | Rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems |
| title_full_unstemmed | Rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems |
| title_short | Rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems |
| title_sort | rule based modeling of knowledge bases: rule based construction of knowledge base models for automation/expert systems |
| topic | T Technology (General) T61 Technical education. Technical schools |
| url | http://irep.iium.edu.my/72821/ http://irep.iium.edu.my/72821/ http://irep.iium.edu.my/72821/ http://irep.iium.edu.my/72821/1/72821_Rule%20based%20modeling%20of%20knowledge%20bases.pdf http://irep.iium.edu.my/72821/2/72821_Rule%20based%20modeling%20of%20knowledge%20bases_SCOPUS.pdf http://irep.iium.edu.my/72821/3/72821_Rule%20based%20modeling%20of%20knowledge%20bases_WOS.pdf |