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基于G3M的多媒体个性化检索框架

G3M-based multimedia query framework with personalization
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摘要 在基于MPEG-7的通用多媒体数据库模型G3M上给出了一个多媒体用户偏好模型G3M-UP,允许用户从多媒体结构、时空语义、高级语义等多个层面定制个人偏好,支持复杂的偏好层次嵌套,并支持个人背景知识的引入.搭建了一个智能型的个性化检索框架,将G3M-UP与多媒体模式和实例紧密结合在G3M中,并将带有知识本体推理的个性化语义查询结果自动推到用户面前. On the basis of G3M,a multimedia user preference model named G3M-UP is proposed.This model can specify the user＇s preferences on every aspect of multimedia data,such as multimedia structure,spatio-temporal semantics and high-level semantics.G3M-UP allows multi-level preferences setting and personal background knowledge importing.An intelligent query personalization framework is created on G3M,where G3M-UP is directly integrated with G3M schema and instances,and personalized ontology-based query is implemented.Query results are automatically pushed to users.
作者 左琼 王元珍 曹忠升
机构地区 华中科技大学计算机科学与技术学院
出处 《华中科技大学学报（自然科学版）》 EI CAS CSCD 北大核心 2010年第4期34-37,共4页 Journal of Huazhong University of Science and Technology(Natural Science Edition)
基金 国家高技术研究发展计划资助项目(2006AA01Z430)
关键词 多媒体 数据库 建模 检索 框架 查询 multimedia database modeling retrieve framework query
分类号 TP311.134.3 [自动化与计算机技术—计算机软件与理论]
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参考文献12

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华中科技大学学报（自然科学版）
2010年 第4期

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