Amalgamation of Customer Relationship Management and Data Analytics in Different Business Sectors-A Systematic Literature Review

被引:10
作者
Saha, Lewlisa [1 ]
Tripathy, Hrudaya Kumar [1 ]
Nayak, Soumya Ranjan [2 ]
Bhoi, Akash Kumar [3 ,4 ]
Barsocchi, Paolo [4 ]
机构
[1] Kalinga Inst Ind Technol, Sch Comp Engn, Bhubaneswar 751024, India
[2] Amity Univ Uttar Pradesh, Amity Sch Engn & Technol, Noida 201301, India
[3] Sikkim Manipal Univ, Sikkim Manipal Inst Technol, Dept Elect & Elect Engn, Majitar 737136, India
[4] CNR, Inst Informat Sci & Technol, I-56124 Pisa, Italy
关键词
customer relationship management; analytical CRM; telecommunication industry; data analytics; MOBILE COMMUNICATIONS CUSTOMERS; MACHINE-LEARNING TECHNIQUES; DATA MINING TECHNIQUES; BIG DATA; CHURN PREDICTION; TELECOM INDUSTRY; 2-LEVEL ANALYSIS; TELECOMMUNICATION; SATISFACTION; LOYALTY;
D O I
10.3390/su13095279
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Customization of products or services is a strategy that the business sector has embraced to build a better relationship with the customers to cater to their individual needs and thus providing them a fulfilling experience. This whole process is known as customer relationship management (CRM). In this context, we extensively surveyed 138 papers published between 1996 and 2021 in the area of analytical CRM. Although this study consisted of papers from different business sectors, a fair share of focus was directed to the telecommunication industry and generalized CRM techniques usages. Different science and engineering-based data repositories were studied to ascertain significant studies published in scientific journals, conferences, and articles. The research works on CRM were considered and separated into IT and non-IT-based techniques to study the methods used in different business sectors. The main target behind implementing CRM is for the better revenue growth of the company. Different IT and non-IT-based techniques are used in the analytical CRM area to achieve this target, and researchers have been actively involved in this domain. The purpose of the research was to show the impact of IT-based techniques in the business world. A detailed future course of research in this area was discussed.
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页数:35
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