戳破泡沫:信息访问系统中过度个性化的意识和研究工具

Antrea Chrysanthou, Pinar Barlas, K. Kyriakou, S. Kleanthous, Jahna Otterbacher
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引用次数: 6

摘要

现代信息访问系统广泛使用个性化,根据用户档案自动过滤和/或排序内容,以引导用户到最相关的材料。然而,这也会导致不必要的影响,比如“过滤气泡”。我们提出了一个交互式演示系统,设计作为一个教育和研究工具,它模仿一个搜索引擎,根据用户的特征个性化搜索结果返回的查询。该系统可以进行定制,以适应任何类型的受众和背景,并能够收集响应和交互数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bursting the Bubble: Tool for Awareness and Research about Overpersonalization in Information Access Systems
Modern information access systems extensively use personalization, automatically filtering and/or ranking content based on the user profile, to guide users to the most relevant material. However, this can also lead to unwanted effects such as the "filter bubble." We present an interactive demonstration system, designed as an educational and research tool, which imitates a search engine, personalizing the search results returned for a query based on the user's characteristics. The system can be tailored to suit any type of audience and context, as well as enabling the collection of responses and interaction data.
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