Knowledge Integration Framework: A Systematic Review

Knowledge integration within the organization translates the raw knowledge into actionable knowledge to solve organization problems.Knowledge used in this process can have different formalism that fall in two categories, logical based approach like first order logic, descriptive logic and, the othe...

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Main Authors: Said, Mahmoud E., Jabar, Marzanah A.
Format: Conference or Workshop Item
Language:English
Published: 2018
Subjects:
Online Access:https://repo.uum.edu.my/id/eprint/25188/1/KMICE%202018%2052%2056.pdf
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author Said, Mahmoud E.
Jabar, Marzanah A.
author_facet Said, Mahmoud E.
Jabar, Marzanah A.
author_sort Said, Mahmoud E.
collection UUM
description Knowledge integration within the organization translates the raw knowledge into actionable knowledge to solve organization problems.Knowledge used in this process can have different formalism that fall in two categories, logical based approach like first order logic, descriptive logic and, the other is non-logical based approach like natural language, ontology, semantic network etc.Many knowledge integration frameworks have been proposed to ease this complex process to ensure the result knowledge meet some quality attributes i.e. soundness, completeness etc. The aim of this study is to explore and analyse existing research in knowledge integration framework focusing on the formalism of raw knowledge and actionable knowledge as well as techniques used by knowledge integration framework and the limitations of those knowledge integration frameworks. This paper presents a systematic review of several researches which propose knowledge integration framework in last five years.We found most of researches use single formalism for raw and result knowledge.Little research insure actionable knowledge quality. Integration technique mainly depends on the formalism of raw and actionable knowledge.
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spelling uum-251882018-11-28T01:15:01Z https://repo.uum.edu.my/id/eprint/25188/ Knowledge Integration Framework: A Systematic Review Said, Mahmoud E. Jabar, Marzanah A. HD28 Management. Industrial Management Knowledge integration within the organization translates the raw knowledge into actionable knowledge to solve organization problems.Knowledge used in this process can have different formalism that fall in two categories, logical based approach like first order logic, descriptive logic and, the other is non-logical based approach like natural language, ontology, semantic network etc.Many knowledge integration frameworks have been proposed to ease this complex process to ensure the result knowledge meet some quality attributes i.e. soundness, completeness etc. The aim of this study is to explore and analyse existing research in knowledge integration framework focusing on the formalism of raw knowledge and actionable knowledge as well as techniques used by knowledge integration framework and the limitations of those knowledge integration frameworks. This paper presents a systematic review of several researches which propose knowledge integration framework in last five years.We found most of researches use single formalism for raw and result knowledge.Little research insure actionable knowledge quality. Integration technique mainly depends on the formalism of raw and actionable knowledge. 2018-07-25 Conference or Workshop Item PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/25188/1/KMICE%202018%2052%2056.pdf Said, Mahmoud E. and Jabar, Marzanah A. (2018) Knowledge Integration Framework: A Systematic Review. In: Knowledge Management International Conference (KMICe) 2018, 25 –27 July 2018, Miri Sarawak, Malaysia. http://www.kmice.cms.net.my/ProcKMICe/KMICe2018/toc.html
spellingShingle HD28 Management. Industrial Management
Said, Mahmoud E.
Jabar, Marzanah A.
Knowledge Integration Framework: A Systematic Review
title Knowledge Integration Framework: A Systematic Review
title_full Knowledge Integration Framework: A Systematic Review
title_fullStr Knowledge Integration Framework: A Systematic Review
title_full_unstemmed Knowledge Integration Framework: A Systematic Review
title_short Knowledge Integration Framework: A Systematic Review
title_sort knowledge integration framework a systematic review
topic HD28 Management. Industrial Management
url https://repo.uum.edu.my/id/eprint/25188/1/KMICE%202018%2052%2056.pdf
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