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Regression analysis on agent roles in personal knowledge management processes: Significance of a connect agent in mediating human's personal knowledge management

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dc.citedby4
dc.contributor.authorIsmail S.en_US
dc.contributor.authorAhmad M.S.en_US
dc.contributor.authorHassan Z.en_US
dc.contributor.authorid57225447357en_US
dc.contributor.authorid56036880900en_US
dc.contributor.authorid13607947600en_US
dc.date.accessioned2023-12-29T07:44:37Z
dc.date.available2023-12-29T07:44:37Z
dc.date.issued2013
dc.description.abstractAcross the literature, there is a gradual development of research on personal knowledge management (PKM) from theoretical to technical perspective on managing personal knowledge over the computer and internet technologies. This research domain has aroused the interest of researchers in Malaysia with the introduction of a PKM model to accommodate the understanding of PKM among knowledge workers. In this model, called the GUSC model, there are four main processes, which are get knowledge, understand knowledge, share knowledge and connect to knowledge sources. This model entails four cognitive enablers that are proposed to mediate the PKM processes. This paper analyses the quantitative data on the GUSC model to further understand the roles of software agents in mediating human's PKM processes. It also analyses the role of cognitive enablers as mediating factors for the PKM processes, which are seen as potential strong notions for software agency. The results of the analysis show the significance of 'connect' as a role of an agent that depends on the rest of the factors. Based on the quantitative findings, it is recommended that the GUSC model is used to conceptualise an agent-based system, with cognitive enablers to determine the appropriate BDI structure for the system. � 2013 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo6637549
dc.identifier.doi10.1109/CITA.2013.6637549
dc.identifier.scopus2-s2.0-84890829303
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84890829303&doi=10.1109%2fCITA.2013.6637549&partnerID=40&md5=72d0c263f9dfa253ebb637f4902ee068
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/30114
dc.publisherIEEE Computer Societyen_US
dc.sourceScopus
dc.sourcetitle2013 8th International Conference on Information Technology in Asia - Smart Devices Trend: Technologising Future Lifestyle, Proceedings of CITA 2013
dc.subjectcognitive enablers
dc.subjectGUSC model
dc.subjectnodal approach
dc.subjectpersonal knowledge management
dc.subjectsoftware agent technology
dc.subjectFactor analysis
dc.subjectKnowledge management
dc.subjectResearch and development management
dc.subjectSoftware agents
dc.subjectAgent roles
dc.subjectCognitive enabler
dc.subjectComputer technology
dc.subjectGUSC model
dc.subjectInternet technology
dc.subjectKnowledge management process
dc.subjectNodal approach
dc.subjectPersonal knowledge management
dc.subjectResearch domains
dc.subjectSoftware agent technology
dc.subjectRegression analysis
dc.titleRegression analysis on agent roles in personal knowledge management processes: Significance of a connect agent in mediating human's personal knowledge managementen_US
dc.typeConference paperen_US
dspace.entity.typePublication
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