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Abyss or Shelter? On the Relevance of Web Search Engines' Search Results When People Gooqle for Suicide

机译:深渊或庇护所? 关于Web搜索引擎的相关性搜索结果,当人们获取自杀时

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摘要

Despite evidence that suicide rates can increase after suicides are widely reported in the media, appropriate depictions of suicide in the media can help people to overcome suicidal crises and can thus elicit preventive effects. We argue on the level of individual media users that a similar ambivalence can be postulated for search results on online suicide-related search queries. Importantly, the filter bubble hypothesis (Pariser, 2011) states that search results are biased by algorithms based on a person's previous search behavior. In this study, we investigated whether suicide-related search queries, including either potentially suicide-preventive or -facilitative terms, influence subsequent search results. This might thus protect or harm suicidal Internet users. We utilized a 3 (search history: suicide-related harmful, suicide-related helpful, and suicide-unrelated) x 2 (reactive: clicking the top-most result link and no clicking) experimental design applying agent-based testing. While findings show no influences either of search histories or of reactivity on search results in a subsequent situation, the presentation of a helpline offer raises concerns about possible detrimental algorithmic decision-making: Algorithms "decided" whether or not to present a helpline, and this automated decision, then, followed the agent throughout the rest of the observation period. Implications for policy-making and search providers are discussed.
机译:尽管有证据表明,在媒体中广泛报道了自杀率可以增加,但媒体中的自杀的适当描述可以帮助人们克服自杀危机,因此可以引起预防效应。我们争论在个人媒体用户的级别,可以在网上自杀相关搜索查询上发布类似的矛盾。重要的是,过滤泡沫假设(Pariser,2011)指出,搜索结果基于一个人以前的搜索行为偏置算法。在这项研究中,我们调查了自杀相关的搜索查询,包括潜在的自杀预防或 - 漂亮术语,影响随后的搜索结果。因此,这可能会保护或伤害自杀式互联网用户。我们利用了一个3(搜索历史:自杀相关的有害,与自杀相关的有用,自杀无关)x 2(反应性:点击顶级结果链接,没有点击)实验设计,应用基于代理的测试。虽然调查结果显示在随后的情况下没有影响搜索历史或对搜索的反应性的影响,但是提示优惠的呈现提出了对可能的有害算法决策的担忧:算法“决定”是否呈现助词,以及这然后,自动化决定,在观察期的其余部分遵循代理。讨论了对政策制定和搜索提供商的影响。

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