计算机集成制造系统 ›› 2020, Vol. 26 ›› Issue (7): 1976-1985.DOI: 10.13196/j.cims.2020.07.025

• 当期目次 • 上一篇    下一篇

基于Agent的情感劝说交互的口碑更新模型

伍京华,郄晓彤,汪文生+   

  1. 中国矿业大学(北京)管理学院
  • 出版日期:2020-07-31 发布日期:2020-07-31
  • 基金资助:
    国家自然科学基金资助项目(71972177);中央高校基本科研业务费专项资金资助项目(2009QG03)。

Updated model of word-of-mouth of emotional persuasion interaction based on Agent

  • Online:2020-07-31 Published:2020-07-31
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.71972177),and the Fundamental Research Funds for Central Universities,China(No.2009QG03).

摘要: 基于Agent的情感劝说能较好地提高商务谈判智能性,针对其中口碑更新动态及量化研究的不足,分析了口碑更新机制,并绘制了相应的机制图。采用直觉模糊数构建了交互评价向量,并结合二分法和前景理论中的价值函数,构建了相应的算法及伪代码。在构建口碑评价值的分段函数算法的同时,考虑了口碑随时间衰减的动态性,并运用指数分布逆形式对其权重进行设定。最后,在构建基于Agent的情感劝说交互的口碑更新模型及相应伪代码后,结合情感强度第一定律,设计了相应的情感劝说强度函数和提议更新算法。为验证以上研究的合理性和有效性,采用相应算例进行分析,并归纳总结了相应结论、管理启示和不足之处。

关键词: 智能体, 情感劝说, 交互, 口碑更新, 直觉模糊数, 前景理论, 商务谈判

Abstract: Agent-based emotional persuasion can improve the intelligence of business negotiation.Considering the insufficient quantitative research on the updating dynamic of word-of-mouth,the updating mechanism of word-of-mouth was analyzed and the corresponding mechanism diagram was drawn.The intuitionistic fuzzy number was used to construct the interactive evaluation vector,and the corresponding algorithm and the pseudo-code were constructed by combining the value function of dichotomy and prospect theory.When the piecewise function algorithm of evaluation value of word-of-mouth was constructed,the dynamic property that word-of-mouth declines over time was also considered,and the weight of word-of-mouth was set via the inverse form of an exponential distribution.After constructing the agent-based Update Word of Mouth Model (UWOM) model of emotional persuasion interaction and the pseudo-code,the related intensity function of emotional persuasion and the proposal updating algorithm were designed based on the first law of emotional strength.To verify the appropriateness and effectiveness of the above studies,multiple computational simulations were conducted,and the conclusions,managerial insights and limitations were drawn accordingly.

Key words: Agent, emotional persuasion, interaction, updated word of mouth, intuitionistic fuzzy number, prospect theory, business negotiation

中图分类号: