Tell Me Who You Are and I Will Tell You Where to Go: Use of Travel Personalities in Destination Recommendation Systems

U. Gretzel, N. Mitsche, Y. Hwang, D. Fesenmaier
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引用次数: 123

Abstract

Current efforts in destination recommendation systems research and design are based on the assumption that user preferences have to be captured in the most accurate way possible to be able to provide useful recommendations. However, leading the user through a series of mind-puzzling diagnostic questions is often cumbersome and, therefore, discourages use. This article explores travel personality categories as a possible shortcut to classifying users. The results of this study suggest that travel personality types selected by the survey respondents can, indeed, be matched up with certain travel behaviors. Implications for future research as well as systems design are presented.
告诉我你是谁,我会告诉你去哪里:在目的地推荐系统中使用旅行个性
目前在目的地推荐系统研究和设计方面的努力是基于这样的假设:必须以尽可能准确的方式捕获用户偏好,以便能够提供有用的推荐。然而,引导用户通过一系列令人困惑的诊断问题往往是麻烦的,因此,劝阻用户使用。本文探讨了旅行个性分类作为对用户进行分类的一种可能的捷径。研究结果表明,受访者选择的旅行性格类型确实可以与某些旅行行为相匹配。提出了对未来研究和系统设计的启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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