基于领域本体和语义链接的歌曲概念搜索

Nadia Lachtar, Halima Bahi, Z. Bouras
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引用次数: 0

摘要

歌曲检索过程复杂,涉及多个方面。如今,搜索歌曲最常见的方式是结合事实和文化元数据或歌词。由于索引技术较差,这些系统不能完全满足用户的需求。在本文中,我们建议使用领域本体和语义链接来索引歌曲集合,并执行概念搜索,这为补充基于元数据的方法提供了一种有益的方式。在一个专用数据集上进行的一组实验表明,与经典方法相比,我们的方法具有优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Conceptual search of songs using domain ontology and semantic links
Songs retrieval process is complex and implies multiple facets. Nowadays, the most common way of searching songs is through a combination of factual and cultural metadata or by lyrics. Owing to the poor indexing techniques, these systems cannot completely satisfy the users' requests. In this paper, we suggest the use of domain ontology and semantic links to index a collection of songs and perform a conceptual search that offers a benefit way to complement metadata-based methods. A set of experiments were carried over a dedicated dataset and show the superiority of our approach when compared with classical one.
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