A review of big data analytics for customer relationship management
| dc.contributor.author | Perera, WKR | |
| dc.contributor.author | Dilini, KA | |
| dc.contributor.author | Kulawansa, T | |
| dc.contributor.editor | Wijesiriwardana, CP | |
| dc.date.accessioned | 2022-12-05T05:56:39Z | |
| dc.date.available | 2022-12-05T05:56:39Z | |
| dc.date.issued | 2018 | |
| dc.description.abstract | Big 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.citation | W. 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.conference | 3rd International Conference on Information Technology Research 2018 | en_US |
| dc.identifier.department | Information Technology Research Unit, Faculty of Information Technology, University of Moratuwa. | en_US |
| dc.identifier.doi | doi: 10.1109/ICITR.2018.8736131 | en_US |
| dc.identifier.email | kasunperera1995@gmail.com | en_US |
| dc.identifier.email | dilinik@uom.lk | en_US |
| dc.identifier.faculty | IT | en_US |
| dc.identifier.proceeding | Proceedings of the 3rd International Conference in Information Technology Research 2018 | en_US |
| dc.identifier.uri | http://dl.lib.uom.lk/handle/123/19656 | |
| dc.identifier.year | 2018 | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Information Technology Research Unit, Faculty of Information Technology, University of Moratuwa, Sri Lanka | en_US |
| dc.relation.uri | https://ieeexplore.ieee.org/document/8736131/ | en_US |
| dc.subject | Customer relationship management | en_US |
| dc.subject | Volume | en_US |
| dc.subject | Velocity | en_US |
| dc.subject | Variety | en_US |
| dc.subject | Data Mining | en_US |
| dc.subject | Big Data | en_US |
| dc.subject | Multi-Agent | en_US |
| dc.subject | Social customer relationship management and Intelligent system | en_US |
| dc.title | A review of big data analytics for customer relationship management | en_US |
| dc.type | Conference-Full-text | en_US |
