构建客户情感检测框架

Moulay Smail Bouzakraoui, A. Sadiq, N. Enneya
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引用次数: 5

摘要

人类情感行为的自动化分析越来越受到心理学、神经科学、语言学、计算机科学及相关学科研究者的关注。如今,情感因素作为顾客购买行为的经典功能方面,占有重要地位。最近的研究表明,我们的大多数购买选择和决定都是仔细分析产品的优缺点以及情感和情感方面的结果。心理学文献认识到,情绪状况始终存在,并影响着购买过程中决策的每一个阶段。本文的主要贡献是设计了一个新的框架,为市场营销中的顾客情感分析和情感测量提供了必要的基础。我们的研究重点是面部表情自动分析作为一种测量顾客情绪的工具,可以预测顾客在决策中的行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards a framework for customer emotion detection
Automated analysis of human affective behavior has attracted increasing attention from researchers in psychology neuroscience, linguistics, computer science and related disciplines. Nowadays, emotional factors are important as classic functional aspects of customer purchasing behavior. Recent studies have shown that most of our purchasing choices and decisions are the result of a careful analysis of the product advantages and disadvantages and of affective and emotional aspects. Psychological literature recognizes that the emotional conditions are always present and influence every stage of decision-making in purchasing process. The main contribution of this paper is the design of a novel framework that provides the essential for customer sentiments analysis and emotion measuring in marketing. We focus our study on automatic facial expression analysis as a tool for measuring emotional customer that can predict their behavior in the decision-making.
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