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網路圖像檢索之相關判斷初探

An Exploratory Study on Relevance Judgment for Web Image Retrieval

摘要


本文藉由收集分析網路使用者實際進行個人圖像需求之檢索過程資料,並輔以觀察、問卷、及訪談等方法,共分析34名不同領域大學院校學生之圖像檢索行為特性,及其圖像相關判斷準則及線索,並觀察檢索前後的變化。主要研究結果包括:檢索需求多為人物之專指性主題,且檢索目的以個人休閒需求為主;圖像相關判斷中最重要的準則為「主題性」、「正確性」、及「美感性」且檢索前後的變化不大,而其它準則如「聯想性」及「技術性」則呈現上升「可及性」則下降;使用者背景、檢索需求類型、及資料類型對相關判斷行為具有影響。最後本文也針對圖像使用者與圖像資訊檢索系統提供一些改善建議。

並列摘要


The study collected and analyzed data on the process by which web users conduct real image search tasks. With the additional methods of non-obtrusive observation, questionnaire, and interview, this study investigated the image search behavior and relevance judgment of 34 college students from different subject domains. Pre- and post-search analysis was also conducted. The results include: users mostly search for specific images like people to fulfill their recreational needs; topicality accuracy, and sense of aesthetics are the top three relevance judgment criteria; associativeness and technical details increase in importance, whereas accessibility decreases in importance from pre-search to post-search; user background, image needs, and data request types also have an influence on relevance judgment. To conclude, some suggestions on image literacy and image retrieval system design were provided.

參考文獻


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Choi, Y.(2000).The characteristic of user's queries and users' relevance criteria in Image retrieval in American History.Unpublished doctoral dissertation at University of Pittsburgh.

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