JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE) ›› 2015, Vol. 50 ›› Issue (07): 17-22.doi: 10.6040/j.issn.1671-9352.3.2014.154

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Research on fuzzy reasoning of brand repurchase intention based on the online reviews

QI Fang-li, CUI Xue-lian, ZHAO Narisa   

  1. Institute of Systems Engineering, Dalian University of Technology, Dalian 116024, Liaoning, China
  • Received:2014-09-19 Online:2015-07-20 Published:2015-07-31

Abstract: Based on the theory of planned behavior(TPB), a fuzzy reasoning model of brand repurchase intention was established from three dimensions: brand attitude, brand reputation and perceived value: then the valuation word corpus and brand repurchase intention fuzzy reasoning rules for cosmetic brands were constructed. By extracting valuation words from the consumer online reviews and making semantic analysis, brand attitude, brand reputation and perceived value were computed, and brand repurchase intention was also obtained. Combining with the total consumption, the customer classification matrix “brand repurchase intention-total consumption” was constructed. Finally, an experimental study with the case of 3 types of facial mask on the Jumei site was done and the reasonable conclusion verified the validity of the method.

Key words: semantic computing, online reviews, repurchase intention, fuzzy reasoning

CLC Number: 

  • TP393
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