论文标题

Arxivdigest:个性化科学文献推荐的生活实验室

ArXivDigest: A Living Lab for Personalized Scientific Literature Recommendation

论文作者

Gingstad, Kristian, Jekteberg, Øyvind, Balog, Krisztian

论文摘要

提供个性化的建议,这些建议还伴随着关于为什么推荐项目的解释是一个越来越重要的研究领域。同时,进度受到公开评估资源的可用性的限制。在这项工作中,我们解决了科学文献建议的任务。我们提出了ArxivDigest,这是一项在线服务,为最终用户提供个性化的ARXIV建议,并作为希望研究可解释的科学文献建议工作的研究人员的生活实验室。

Providing personalized recommendations that are also accompanied by explanations as to why an item is recommended is a research area of growing importance. At the same time, progress is limited by the availability of open evaluation resources. In this work, we address the task of scientific literature recommendation. We present arXivDigest, which is an online service providing personalized arXiv recommendations to end users and operates as a living lab for researchers wishing to work on explainable scientific literature recommendations.

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