Data-driven Approach to New Service Concept Design

被引:2
|
作者
Kim, Min-Jun [1 ]
Lim, Chie-Hyeon [1 ,2 ]
Lee, Chang-Ho [1 ]
Kim, Kwang-Jae [1 ]
Choi, Seunghwan [3 ]
Park, Yongsung [3 ]
机构
[1] Pohang Univ Sci & Technol, Pohang, South Korea
[2] Univ Calif Merced, Merced, CA USA
[3] Korea Transportat Safety Author, Hwaseong, South Korea
来源
EXPLORING SERVICES SCIENCE (IESS 2016) | 2016年 / 247卷
关键词
Big data; Data utilization; Service concept design; Customer understanding; INFORMATION-INTENSIVE SERVICES; OPERATIONS MANAGEMENT; ENVIRONMENT; INNOVATION;
D O I
10.1007/978-3-319-32689-4_37
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Various types and massive amounts of data are collected in multiple industries. The proliferation of data provides numerous opportunities to improve existing services and develop new ones. Although data utilization contributes to advancing service, studies on the design of new service concepts using data are rare. The present study proposes a data-driven approach to designing new service concepts. The proposed approach is aimed at helping service designers to understand customer behaviors and contexts through data analysis and then generate new service concepts efficiently on the basis of such understanding. A case using bus driving data is introduced to illustrate the process of the proposed approach. The proposed approach provides a basis for the systematic design of new service concepts by enabling efficient data analysis. It also holds the potential to create a synergetic effect if incorporated into existing approaches to designing new service concepts.
引用
收藏
页码:485 / 496
页数:12
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