A review of big data analytics for customer relationship management

dc.contributor.authorPerera, WKR
dc.contributor.authorDilini, KA
dc.contributor.authorKulawansa, T
dc.contributor.editorWijesiriwardana, CP
dc.date.accessioned2022-12-05T05:56:39Z
dc.date.available2022-12-05T05:56:39Z
dc.date.issued2018
dc.description.abstractBig Data Analytics is a major research topic in the business world and maintaining a good Customer Relationship Management is a major requirement. Handling Big Data according to Velocity, Volume and Variety is a major issue. There are many challenges in using Big Data in Customer Relationship Management. To include Big Data in CRM many techniques such as Data Mining, Frameworks and many procedures are used. At present there are many applications in Big Data in customer Relationship Management and there are many limitations in those systems. This research paper attempts to analyze researches of Big Data Analytics, Data Mining techniques, Big Data Analytical Frameworks that can be used in Customer Relationship Management. By analyzing these researches this paper describes current applications of Big Data in Customer Relationship Management, their issues, limitations and future directions of this field.en_US
dc.identifier.citationW. K. R. Perera, K. A. Dilini and T. Kulawansa, "A Review of Big Data Analytics for Customer Relationship Management," 2018 3rd International Conference on Information Technology Research (ICITR), 2018, pp. 1-6, doi: 10.1109/ICITR.2018.8736131.en_US
dc.identifier.conference3rd International Conference on Information Technology Research 2018en_US
dc.identifier.departmentInformation Technology Research Unit, Faculty of Information Technology, University of Moratuwa.en_US
dc.identifier.doidoi: 10.1109/ICITR.2018.8736131en_US
dc.identifier.emailkasunperera1995@gmail.comen_US
dc.identifier.emaildilinik@uom.lken_US
dc.identifier.facultyITen_US
dc.identifier.proceedingProceedings of the 3rd International Conference in Information Technology Research 2018en_US
dc.identifier.urihttp://dl.lib.uom.lk/handle/123/19656
dc.identifier.year2018en_US
dc.language.isoenen_US
dc.publisherInformation Technology Research Unit, Faculty of Information Technology, University of Moratuwa, Sri Lankaen_US
dc.relation.urihttps://ieeexplore.ieee.org/document/8736131/en_US
dc.subjectCustomer relationship managementen_US
dc.subjectVolumeen_US
dc.subjectVelocityen_US
dc.subjectVarietyen_US
dc.subjectData Miningen_US
dc.subjectBig Dataen_US
dc.subjectMulti-Agenten_US
dc.subjectSocial customer relationship management and Intelligent systemen_US
dc.titleA review of big data analytics for customer relationship managementen_US
dc.typeConference-Full-texten_US

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