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    查正军, 郑晓菊. 多媒体信息检索中的查询与反馈技术[J]. 计算机研究与发展, 2017, 54(6): 1267-1280. DOI: 10.7544/issn1000-1239.2017.20170004
    引用本文: 查正军, 郑晓菊. 多媒体信息检索中的查询与反馈技术[J]. 计算机研究与发展, 2017, 54(6): 1267-1280. DOI: 10.7544/issn1000-1239.2017.20170004
    Zha Zhengjun, Zheng Xiaoju. Query and Feedback Technologies in Multimedia Information Retrieval[J]. Journal of Computer Research and Development, 2017, 54(6): 1267-1280. DOI: 10.7544/issn1000-1239.2017.20170004
    Citation: Zha Zhengjun, Zheng Xiaoju. Query and Feedback Technologies in Multimedia Information Retrieval[J]. Journal of Computer Research and Development, 2017, 54(6): 1267-1280. DOI: 10.7544/issn1000-1239.2017.20170004

    多媒体信息检索中的查询与反馈技术

    Query and Feedback Technologies in Multimedia Information Retrieval

    • 摘要: 历经几十年的发展,多媒体检索取得了长足的进步,然而检索性能的提升依然受到“意图鸿沟”与“语义鸿沟”的制约.针对此问题,学术界提出了一系列查询技术帮助用户清楚地表达检索意图以及反馈技术帮助系统准确地理解用户意图与媒体数据,有效提升了检索性能.对多媒体检索中的查询与反馈技术进行了分析与讨论.分析了查询方式的演变与反馈技术的发展,综述了面向PC机、移动智能终端、触屏设备的查询技术,介绍了不同时期的反馈技术,探讨了探索式搜索中的交互问题,最后分析了该领域的未来研究趋势.

       

      Abstract: In spite of the remarkable progress made in the past decades, multimedia information retrieval still suffers from the “intention gap” and “semantic gap”. To address this issue, researchers have proposed a wealth of query technologies to help user express search intent clearly as well as feedback technologies to help retrieval system understand user intent and multimedia data accurately, leading to significant improvements of retrieval performance. This paper presents a survey of the query and feedback technologies in multimedia information retrieval. We summarize the evolution of query styles and the development of feedback approaches. We elaborate the query approaches for retrieval on PC, mobile intelligent devices and touch-screen devices etc. We introduce the feedback approaches proposed in different periods and discuss the interaction issue in exploratory multimedia retrieval. Finally, we discuss future research directions in this field.

       

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