A CLUSTERED-BASED SEGMENTATION OF CHINESE WINE CONSUMERS BY MEANS OF KERNAL FUZZY C-MEANS

被引:0
作者
Yu, H. [1 ]
Ruimei, W. [1 ]
机构
[1] China Agr Univ, Coll Econ & Management, 17 Qinghuadonglu, Beijing 100083, Peoples R China
关键词
segmentation; kernel fuzzy c-means; Chinese wine consumer; WILLINGNESS-TO-PAY; RED WINES; CONSUMPTION; ALGORITHM; MOTIVATIONS; INVOLVEMENT; BEHAVIOR; LIFE;
D O I
暂无
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
The aim of this study is to segment Chinese wine consumers based on their preferences, motivations and purchasing behaviors. Data from representative 3420 responses were profiled through Kernel fuzzy c-means (KFCM), and one-way ANOVA analysis was used to define socio-demographic characteristics of each cluster. This study identified four consumer segments: Balanced Consumers, Credulous Consumers, Experiential Consumers and Health Sippers. Each group showed different demographics, eating and purchase habits. These findings reveal a typology of Chinese wine consumers when making the purchase decisions and verify the applicability of KFCM in consumer segmentation. Identification of Chinese consumer segments provides winemakers a better understanding of the various characteristics of wine consumers and their different purchasing behaviors. This study also provides new contributions to research on the segmentation of the Chinese wine market.
引用
收藏
页码:764 / 781
页数:18
相关论文
共 61 条
  • [1] KNCM: Kernel Neutrosophic c-Means Clustering
    Akbulut, Yaman
    Sengur, Abdulkadir
    Guo, Yanhui
    Polat, Kemal
    [J]. APPLIED SOFT COMPUTING, 2017, 52 : 714 - 724
  • [2] Effectiveness of Marketing Cues on Consumer Perceptions of Quality: The Moderating Roles of Brand Reputation and Third-Party Information
    Akdeniz, Billur
    Calantone, Roger J.
    Voorhees, Clay M.
    [J]. PSYCHOLOGY & MARKETING, 2013, 30 (01) : 76 - 89
  • [3] Understanding the motives of consumers of mezcal in Mexico
    Andrea Lopez-Rosas, Carolina
    Espinoza-Ortega, Angelica
    [J]. BRITISH FOOD JOURNAL, 2018, 120 (07): : 1643 - 1656
  • [4] Nutritional information and health warnings on wine labels: Exploring consumer interest and preferences
    Annunziata, A.
    Pomarici, E.
    Vecchio, R.
    Mariani, A.
    [J]. APPETITE, 2016, 106 : 58 - 69
  • [5] [Anonymous], 1994, European Journal of Marketing, DOI 10.1108/03090569410075786
  • [6] [Anonymous], 2020, POLYMERS-BASEL
  • [7] [Anonymous], 2010, MARKETING MANAGEMENT
  • [8] Areta A., 2018, SPAN J AGRIC RES, V15, P1
  • [9] Women wine consumers: information search and retailing implications
    Atkin, Thomas
    Nowak, Linda
    Garcia, Rosanna
    [J]. INTERNATIONAL JOURNAL OF WINE BUSINESS RESEARCH, 2007, 19 (04) : 327 - +
  • [10] Consumers' Intention to Purchase Environmentally Friendly Wines: A Segmentation Approach
    Barber, Nelson
    [J]. INTERNATIONAL JOURNAL OF HOSPITALITY & TOURISM ADMINISTRATION, 2012, 13 (01) : 26 - 47