Context aware knowledge bases for efficient contextual retrieval: design and methodologies
Contextual retrieval is a critical component for efficient usage of knowledge hidden behind the data. It is also among the most important factors for user satisfaction. It essentially comprise of two equally important parts — the retrieval mechanism and the knowledge base from which the information...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
Springer Singapore
2019
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/75902/ http://irep.iium.edu.my/75902/1/wani2018.pdf http://irep.iium.edu.my/75902/7/75902_Context%20aware%20knowledge%20bases%20for%20efficient%20contextual%20retrieval_Scopus.pdf |
| _version_ | 1848788202219896832 |
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| author | Wani, Sharyar Tengku Sembok, Tengku Mohd. Mir, Mohammad Shuaib |
| author_facet | Wani, Sharyar Tengku Sembok, Tengku Mohd. Mir, Mohammad Shuaib |
| author_sort | Wani, Sharyar |
| building | IIUM Repository |
| collection | Online Access |
| description | Contextual retrieval is a critical component for efficient usage of knowledge hidden behind the data. It is also among the most important factors for user satisfaction. It essentially comprise of two equally important parts — the retrieval mechanism and the knowledge base from which the information is retrieved. Despite the importance, context aware knowledge bases have not received much attention and thereby, limiting the efficiency of precise context aware retrieval. Such knowledge bases would not only contain information that has been efficiently stored but the knowledge contained would be context based. In other words, machines would understand the knowledge and its context rather than just storing data. This would help in efficient and context aware retrieval. The current paper proposes rules and methodologies for construction of such context aware knowledge bases. A case study to demonstrate the application of the methodology and test the efficiency of the proposed methodology has also been presented. The results indicate that knowledge bases built on these principles tend to generate more efficient and better context aware retrieval results. |
| first_indexed | 2025-11-14T17:37:04Z |
| format | Proceeding Paper |
| id | iium-75902 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:37:04Z |
| publishDate | 2019 |
| publisher | Springer Singapore |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-759022020-01-09T10:10:37Z http://irep.iium.edu.my/75902/ Context aware knowledge bases for efficient contextual retrieval: design and methodologies Wani, Sharyar Tengku Sembok, Tengku Mohd. Mir, Mohammad Shuaib QA75 Electronic computers. Computer science T58.5 Information technology Contextual retrieval is a critical component for efficient usage of knowledge hidden behind the data. It is also among the most important factors for user satisfaction. It essentially comprise of two equally important parts — the retrieval mechanism and the knowledge base from which the information is retrieved. Despite the importance, context aware knowledge bases have not received much attention and thereby, limiting the efficiency of precise context aware retrieval. Such knowledge bases would not only contain information that has been efficiently stored but the knowledge contained would be context based. In other words, machines would understand the knowledge and its context rather than just storing data. This would help in efficient and context aware retrieval. The current paper proposes rules and methodologies for construction of such context aware knowledge bases. A case study to demonstrate the application of the methodology and test the efficiency of the proposed methodology has also been presented. The results indicate that knowledge bases built on these principles tend to generate more efficient and better context aware retrieval results. Springer Singapore 2019 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/75902/1/wani2018.pdf application/pdf en http://irep.iium.edu.my/75902/7/75902_Context%20aware%20knowledge%20bases%20for%20efficient%20contextual%20retrieval_Scopus.pdf Wani, Sharyar and Tengku Sembok, Tengku Mohd. and Mir, Mohammad Shuaib (2019) Context aware knowledge bases for efficient contextual retrieval: design and methodologies. In: 5th International Conference on Computational Science and Technology, ICCST 2018, 29-30 December 2018, Sabah, Malaysia. |
| spellingShingle | QA75 Electronic computers. Computer science T58.5 Information technology Wani, Sharyar Tengku Sembok, Tengku Mohd. Mir, Mohammad Shuaib Context aware knowledge bases for efficient contextual retrieval: design and methodologies |
| title | Context aware knowledge bases for efficient contextual retrieval: design and methodologies |
| title_full | Context aware knowledge bases for efficient contextual retrieval: design and methodologies |
| title_fullStr | Context aware knowledge bases for efficient contextual retrieval: design and methodologies |
| title_full_unstemmed | Context aware knowledge bases for efficient contextual retrieval: design and methodologies |
| title_short | Context aware knowledge bases for efficient contextual retrieval: design and methodologies |
| title_sort | context aware knowledge bases for efficient contextual retrieval: design and methodologies |
| topic | QA75 Electronic computers. Computer science T58.5 Information technology |
| url | http://irep.iium.edu.my/75902/ http://irep.iium.edu.my/75902/1/wani2018.pdf http://irep.iium.edu.my/75902/7/75902_Context%20aware%20knowledge%20bases%20for%20efficient%20contextual%20retrieval_Scopus.pdf |