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New Approaches to Diversity and Novelty in Recommender Systems

机译:推荐系统中的多样性和新颖性的新方法

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Beyond accuracy, novelty and diversity have attracted increasing interest as quality factors of Recommender Systems (RS) in the last few years. This paper presents work in progress towards the application of intent-oriented IR diversity techniques to the RS field, and the formalization of novelty and diversity metrics for RS. Experimental results show that the resulting diversification techniques produce interesting results with respect to the metrics defined here.
机译:除了准确性之外,新颖性和多样性在过去几年中吸引了越来越多的利益作为推荐系统(RS)的质量因素。本文展示了在卢比的RS领域应用意图导向的IR多样性技术,以及卢比的新颖性和多样性度量的形式化。实验结果表明,由此产生的多样化技术对这里定义的指标产生有趣的结果。

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