山东大学学报(理学版)
山東大學學報(理學版)
산동대학학보(이학판)
JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE)
2014年
12期
7-11
,共5页
消费者转换意向%情感计算%在线评论%近似推理
消費者轉換意嚮%情感計算%在線評論%近似推理
소비자전환의향%정감계산%재선평론%근사추리
customer switching intention%affective computing sentiment computing%online reviews%fuzzy inference
依据消费者心理学及品牌行为理论,从消费者感知质量、感知价值、品牌声誉、期望达成度4个维度建立了品牌转换意向模型;通过对网络消费者在线评论中评价词、情感词的提取和语义分析,结合模糊情感语料库和品牌转换意向推理规则,模糊推理出消费者品牌转换意向,进而推理出消费者的品牌转换意向的转换类型。以淘宝网上4种化妆品为例进行消费者品牌转换意向研究,得到较合理的结论并给予营销性建议,验证了所提方法的有效性。
依據消費者心理學及品牌行為理論,從消費者感知質量、感知價值、品牌聲譽、期望達成度4箇維度建立瞭品牌轉換意嚮模型;通過對網絡消費者在線評論中評價詞、情感詞的提取和語義分析,結閤模糊情感語料庫和品牌轉換意嚮推理規則,模糊推理齣消費者品牌轉換意嚮,進而推理齣消費者的品牌轉換意嚮的轉換類型。以淘寶網上4種化妝品為例進行消費者品牌轉換意嚮研究,得到較閤理的結論併給予營銷性建議,驗證瞭所提方法的有效性。
의거소비자심이학급품패행위이론,종소비자감지질량、감지개치、품패성예、기망체성도4개유도건립료품패전환의향모형;통과대망락소비자재선평론중평개사、정감사적제취화어의분석,결합모호정감어료고화품패전환의향추리규칙,모호추리출소비자품패전환의향,진이추리출소비자적품패전환의향적전환류형。이도보망상4충화장품위례진행소비자품패전환의향연구,득도교합리적결론병급여영소성건의,험증료소제방법적유효성。
Based on consumer psychology and experiential marketing theory,a model of customer switching intention was established from four dimensions:perceived quality,perceived value,brand reputation and expectation.Then se-mantic analysis on the valuation words and emotional words extracted from the consumer online reviews was made.Fur-thermore,combined with fuzzy sentiment corpus and fuzzy inference,the consumer's brand switching intention was computed,and the customer's switching intention types was identified.Finally,an experimental study with the case of four types of cosmetics on the TaoBao site was carried out,and reasonable conclusions and some marketing advices were obtained,which all verify the validity of the method.