使用本体的音频结构和个性化检索

L. Khan, D. McLeod
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引用次数: 61

摘要

这项工作的目标是通过利用领域特定的本体来提高数据库系统响应用户信息请求的准确性(精度和召回率)和通信效率。该本体与用户概要信息一起使用,从数据库中自动选择和交付适当的信息单元。具体来说,重点是多媒体音频数据库。我们正在南加州大学综合媒体系统中心开发一个个人AudioCast系统,该系统可以从音频数据库中创建并向最终用户提供个性化的音频节目。开发了一些技术来分割和构建音频信息,处理用户请求以生成自定义音频结果,创建和优化SQL查询,并将结果呈现给用户。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Audio structuring and personalized retrieval using ontologies
The goal of this work is to improve the accuracy (precision and recall) and communication effectiveness of a database system response to a user information request, by utilizing a domain-specific ontology. This ontology is employed along with user profile information, to automatically select and deliver appropriate information units from a database. Specifically, the focus is on multimedia audio databases. We are developing a Personal AudioCast system at the USC Integrated Media Systems Center which creates and delivers to an end-user personalized audio programs constructed from an audio database. Techniques are developed to segment and structure audio information, process user requests to generate custom audio results, create and optimize SQL queries, and present the results to the user.
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