健康相关搜索中的错误观念和偏见

Alexander Bondarenko, Ekaterina Shirshakova, M. Driker, Matthias Hagen, Pavel Braslavski
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引用次数: 5

摘要

健康相关问题的搜索引擎结果的质量非常关键,因为搜索者可能会直接相信顶部结果中的任何建议。我们分析那些提到疾病/症状和治疗方法的搜索问题,这些问题可能是与健康有关的误解。使用医学和替代医学术语列表,我们从提交到Yandex的15 ~亿个问题中提取与健康相关的搜索问题。作为初步研究,我们选取了30个常见的问题,这些问题都包含一种疾病——治疗对,比如“水飞蓟能治好肝炎吗?”对于每个问题,我们仔细地在医学文献中找出一个基本的真实答案,并将Yandex搜索结果的前10个片段注释为确认信念、拒绝信念或不给出答案。我们的分析表明,大约44%的片段(用户可能会简单地将其解释为明确的答案!)证实了一些不真实的信念,并且是错误的,只有少数包括使用有毒植物的健康风险警告。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Misbeliefs and Biases in Health-Related Searches
Quality of search engine results returned to health-related questions is very critical, since a searcher may directly trust any suggestion in the top results. We analyze search questions that mention diseases / symptoms and remedies that are potential health-related misbeliefs. Using lists of medical and alternative medicine terms, we extract health-related search questions from 1.5~billion questions submitted to Yandex. As an initial study, we sample 30 frequent questions that contain a disease--remedy pair like "Can hepatitis be cured with milk thistle?". For each question, we carefully identify a ground truth answer in the medical literature and annotate the top-10 Yandex search result snippets as confirming the belief, rejecting it, or giving no answer. Our analysis shows that about 44%~of the snippets (that users may simply interpret as definitive answers!) confirm some untrue beliefs and are wrong, and only few include health risk warnings about using toxic plants.
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