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...

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Main Authors:	Wani, Sharyar, Tengku Sembok, Tengku Mohd., Mir, Mohammad Shuaib
Format:	Conference or Workshop Item
Language:	English English
Published:	Springer Singapore 2019
Subjects:	QA75 Electronic computers. Computer science T58.5 Information technology
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

id	iium-75902
recordtype	eprints
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 Conference or Workshop Item 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.
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	QA75 Electronic computers. Computer science T58.5 Information technology
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
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.
format	Conference or Workshop Item
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
title	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_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_sort	context aware knowledge bases for efficient contextual retrieval: design and methodologies
publisher	Springer Singapore
publishDate	2019
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
first_indexed	2023-09-18T21:47:21Z
last_indexed	2023-09-18T21:47:21Z
_version_	1777413538734669824

Context aware knowledge bases for efficient contextual retrieval: design and methodologies

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