使用本体构建和查询个性化音频

L. Khan
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引用次数: 7

摘要

用户自定义的信息选择和交付减少了最终用户可用的大量信息的复杂性。我们的方法使用用户配置文件、数据选择和表示工具向最终用户提供定制的音频信息。具体来说,我们构建了一个领域相关的本体(一个关键概念及其相互关系的集合),使用户配置文件的构建能够支持个性化音频信息的检索。在这项研究中,我们展示了一个领域相关的本体如何促进元数据的生成。我们证明了本体为最终用户提供了更丰富的信息形式来查询系统,而不是关键字搜索。我们介绍了如何使用这个本体来生成信息选择请求(SQL中的数据库查询)。在客户端-服务器架构下,我们开发了一种高效的联合查询算法。最后,我们讨论了利用与本体相关的知识来提高查询处理性能的新型优化技术。我们开发的方法正在南加州大学综合媒体系统中心的个人AudioCast项目中实施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Structuring and querying personalized audio using ontologies
User-customized information selection and delivery reduces the complexity of the overwhelming amount of information available to end-users. Our approach employs user profiles, data selection, and presentation facilities to deliver customized audio information to end-users. Specifically, we construct a domain-dependent ontology (a collection of key concepts and their inter-relationships) to enable user-profile construction to support the retrieval of personalized audio information. In this research, we show how a domain-dependent ontology facilitates the generation of metadata. We demonstrate that ontology provides end-users richer forms of information to query into the system rather than keyword search. We present how this ontology is used to generate information selection requests (database queries in SQL). We develop an efficient algorithm for conjunctive queries in client-server architecture. Finally, we discuss novel optimization techniques that improve query processing performance, utilizing the knowledge associated with the ontology. The approach we have developed is being implemented in the context of the Personal AudioCast project at the USC, Integrated Media Systems Center.
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