标签和信息回收

M. Chevalier, J. Mothe, P. Terrier
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引用次数: 0

摘要

大众分类法、标签、书签和社会书签都是信息检索中涉及回忆的概念。回忆可以定义为回忆一个事件、一个想法或一个资源所需要的努力。在IR中,当定位感兴趣的资源时,用户可以标记它,以便“记住”它并稍后检索它。用户根据自己的需要或兴趣中心选择标签。虽然以前的工作已经解决了标签利用的问题,但据我们所知,缺少了一个重要的维度。在考虑用户的观点时,没有人关注标签活动本身。一个重要的开放问题如下:用户是否能够记住他/她过去与文档相关联的标签,以便再次检索文档?我们的论文解决了这个问题。考虑到一项包含32名参与者的用户研究,我们评估了影响过去使用的标签的识别和回忆的一些因素(年龄,时间……)。这个结果特别重要,因为它可以用于优化个性化系统(例如用户分析、标签利用……)。
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Tags and Information Recollection
Folksonomy, tag, bookmark and social bookmarking are all concepts that refer to recollection in information retrieval (IR). Recollection can be defined as the effort needed to recall an even, an idea or a resource. In IR, when locating an interesting resource, a user can tag it in order to "memorize" it and retrieve it later. The user chooses the tags according to his/her needs or centers of interest. While previous work has addressed the problem of tag exploitation, to our knowledge, an important dimension is missing. None has focused on the tagging activity itself when considering the users point of view. An important open question is the following: will a user be able to remember tags he/she associated with a document in the past in order to retrieve a document again? Our paper tackles this problem. Considering a user study that implied 32 participants, we evaluate some elements (age, time…) that impacts the recognition and the recall of tags used in the past. This result is important specifically as it can be used in order to optimize personalized systems (e.g. user profiling, tag exploitation…).
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