关于旅游推系统中个人和多利益相关者公平性的审查
Ashmi Banerjee1, Paromita Banik1, Wolfgang Wörndl1
1Department of Computer Engineering, TUM School of CIT, Technical University of Munich, Munich, Germany.
Frontiers in big data
|May 26, 2023
概括
本研究探讨了推系统 (RS) 的公平性,重点关注旅游推系统 (TRS). 它强调多方利益相关方的方法,以确保公平的建议,并减轻旅游过度和旅游不足的影响.
科学领域:
- 计算机科学 计算机科学
- 信息系统信息系统信息系统
- 旅游学研究 旅游学研究
背景情况:
- 推系统 (RS) 在各行各业广泛使用,引发了人们对偏见和公平性的担忧.
- 在RS中公平是复杂的,定义因上下文和利益相关者而异.
- 旅游推系统 (TRS) 由于独特的利益相关者动态和影响,需要特别注意.
研究的目的:
- 强调从多个利益相关方的角度评估RS,特别是TRS的重要性.
- 根据其公平性标准对TRS利益相关者进行分类.
- 审查目前关于TRS公平性的研究,确定挑战和解决方案.
主要方法:
- 对旅游推系统中的公平性进行最新研究的审查.
- 基于公平标准对TRS的利益相关者进行分类.
- 在公平的TRS开发中分析挑战,解决方案和研究缺口.
主要成果:
- 在TRS中,公平是一个多方面的概念,需要考虑不同利益相关者的观点.
- 审查了关于TRS公平性的现有研究,并确定了挑战和潜在的解决方案.
- 过度旅游/不足旅游对环境的影响和影响是公平的TRS设计的关键因素.
结论:
- 设计公平的TRS是一个多维的挑战.
- 需要采用整体方法,考虑所有利益相关者,环境影响和旅游可持续性.
- 需要进行进一步的研究,以解决在开发公平和可持续的TRS方面发现的差距.
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