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Towards a Conceptual Framework for Customer Intelligence in the Era of Big Data

Nguyen Anh Khoa Dam, Thang Le Dinh and William Menvielle
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Nguyen Anh Khoa Dam: Université du Québec à Trois-Rivières, Canada
Thang Le Dinh: Université du Québec à Trois-Rivières, Canada
William Menvielle: Université du Québec à Trois-Rivières, Canada

International Journal of Intelligent Information Technologies (IJIIT), 2021, vol. 17, issue 4, 1-17

Abstract: The dominance of services and service-based products in today's economy highlights the significance of customer intelligence for service offerings. Furthermore, the revolution of big data has generated a vast amount of customer data and reshaped the dimensions of organization, management, and technology within enterprises. The big data era also acknowledges the role of customers for value co-creation. Therefore, the objective of this paper is to propose a service-based framework for customer intelligence in the age of big data, hereafter called the SBCI framework, from the design science and service science approach. It laid the groundwork upon design science; the SBCI framework is proposed with the detailed artefacts, including construct, model, method, and instantiation. The framework also reflects service science through the three levels: 1) the network of service systems level for service proposal, 2) the service system level for service creation, and 3) the service level for service operation.

Date: 2021
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