A rough set-based association rule approach implemented on a brand trust evaluation model

被引:2
作者
Liao, Shu-Hsien [1 ]
Chen, Yin-Ju [2 ]
机构
[1] Tamkang Univ, Dept Management Sci, New Taipei, Taiwan
[2] Natl Taitung Univ, Dept Cultural Resources & Leisure Ind, Taitung, Taiwan
关键词
Data mining; rough set theory; association rule; ratio scale data processing; brand trust evaluation model; SYSTEM;
D O I
10.1080/0952813X.2016.1264089
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In commerce, businesses use branding to differentiate their product and service offerings from those of their competitors. The brand incorporates a set of product or service features that are associated with that particular brand name and identifies the product/service segmentation in the market. This study proposes a new data mining approach, a rough set-based association rule induction, implemented on a brand trust evaluation model. In addition, it presents as one way to deal with data uncertainty to analyse ratio scale data, while creating predictive if-then rules that generalise data values to the retail region. As such, this study uses the analysis of algorithms to find alcoholic beverages brand trust recall. Finally, discussions and conclusion are presented for further managerial implications.
引用
收藏
页码:911 / 927
页数:17
相关论文
共 41 条
[1]   Parallel mining of association rules [J].
Agrawal, R ;
Shafer, JC .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 1996, 8 (06) :962-969
[2]  
Agrawal R., 1993, SIGMOD Record, V22, P207, DOI 10.1145/170036.170072
[3]   Does attitudinal loyalty influence behavioral loyalty? A theoretical and empirical study [J].
Bandyopadhyay, Subir ;
Martell, Michael .
JOURNAL OF RETAILING AND CONSUMER SERVICES, 2007, 14 (01) :35-44
[4]   A rough set model with ontologies for discovering maximal association rules in document collections [J].
Bi, YX ;
Anderson, T ;
McClean, S .
KNOWLEDGE-BASED SYSTEMS, 2003, 16 (5-6) :243-251
[5]  
Blattberg RobertC., 2001, CUSTOMER EQUITY BUIL
[6]   Adoption of e-procurement and participation of e-marketplace on firm performance: Trust as a moderator [J].
Chang, Hsin Hsin ;
Wong, Kit Hong .
INFORMATION & MANAGEMENT, 2010, 47 (5-6) :262-270
[7]   The chain of effects from brand trust and brand affect to brand performance: The role of brand loyalty [J].
Chaudhuri, A ;
Holbrook, MB .
JOURNAL OF MARKETING, 2001, 65 (02) :81-93
[8]   Airline brand equity, brand preference, and purchase intentions - The moderating effects of switching costs [J].
Chen, Ching-Fu ;
Chang, Yu-Ying .
JOURNAL OF AIR TRANSPORT MANAGEMENT, 2008, 14 (01) :40-42
[9]  
de Chernatony L., 2000, Corporate Reputation Review, V3, P268
[10]  
Delgado-Ballester E., 2001, EUR J MARKETING, V35, P1238, DOI [DOI 10.1108/EUM0000000006475, 10.1108/eum0000000006475]