Service design;
Theory of Inventive Problem-Solving (TRIZ);
Case-Based Reasoning (CBR);
Shopping navigation service;
PRODUCT-SERVICE;
SYSTEM;
INNOVATION;
FRAMEWORK;
CBR;
ONTOLOGY;
TOOLS;
D O I:
10.1016/j.eswa.2019.113062
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Aiming at accelerating customized innovative service design, a novel knowledge-centric innovative service design (KISD) model is proposed through integrating memory-oriented-method case-based reasoning (CBR) and non-memory-oriented-method theory of inventive problem solving (TRIZ) to generate abundant ideas efficiently. Based on KISD, three key design approach phases are integrated: domain requirement acquisition (DRA), knowledge-centric resolution generation (KRG), and customized design knowledge-reasoning (CDK) phases. In the DRA phase, customer knowledge hierarchy is adopted to elicit customer requirements. In the KRG phase, CBR and TRIZ contradiction analysis are conducted and innovation principles are generated for constructing a functional knowledge hierarchy. In the CDK phase, quality function deployment analysis is conducted to evaluate and determine suitable new service functions. The case study of designing and developing a new shopping navigation service system for a shopping mall are presented to demonstrate the approach in practice. An empirical verification is conducted to verify the feasibility of the proposed approach and the satisfaction of the service. (C) 2019 Elsevier Ltd. All rights reserved.
机构:
Washington State Dept Labor & Ind, Consultat Services, Olympia, WA 98504 USAWashington State Dept Labor & Ind, Consultat Services, Olympia, WA 98504 USA
Goggins, Richard W.
Spielholz, Peregrin
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Dept Labor & Ind, SHARP Program, Olympia, WA 98504 USAWashington State Dept Labor & Ind, Consultat Services, Olympia, WA 98504 USA
Spielholz, Peregrin
Nothstein, Greg L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Dept Commun Trade & Econ Dev, Energy Policy Div, Olympia, WA 98504 USAWashington State Dept Labor & Ind, Consultat Services, Olympia, WA 98504 USA
机构:
Washington State Dept Labor & Ind, Consultat Services, Olympia, WA 98504 USAWashington State Dept Labor & Ind, Consultat Services, Olympia, WA 98504 USA
Goggins, Richard W.
Spielholz, Peregrin
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Dept Labor & Ind, SHARP Program, Olympia, WA 98504 USAWashington State Dept Labor & Ind, Consultat Services, Olympia, WA 98504 USA
Spielholz, Peregrin
Nothstein, Greg L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Dept Commun Trade & Econ Dev, Energy Policy Div, Olympia, WA 98504 USAWashington State Dept Labor & Ind, Consultat Services, Olympia, WA 98504 USA