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首页> 外文期刊>Journal of the American Society for Information Science and Technology >Can the Impact of Scholarly Images Be Assessed Online? An Exploratory Study Using Image Identification Technology
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Can the Impact of Scholarly Images Be Assessed Online? An Exploratory Study Using Image Identification Technology

机译:可以在线评估学术形象的影响吗?使用图像识别技术的探索性研究

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摘要

The web contains a huge number of digital pictures. For scholars publishing such images it is important to know how well used their images are, but no method seems to have been developed for monitoring the value of academic images. In particular, can the impact of scientific or artistic images be assessed through identifying images copied or reused on the Internet? This article explores a case study of 260 NASA images to investigate whether the TinEye search engine could theoretically help to provide this information.The results show that the selected pictures had a median of 11 online copies each. However, a classification of 210 of these copies reveals that only 1.4% were explicitly used in academic publications, reflecting research impact, and the majority of the NASA pictures were used for informal scholarly (or educational) communication (37%). Additional analyses of world famous paintings and scientific images about pathology and molecular structures suggest that image contents are important for the type and extent of image use. Although it is reasonable to use statistics derived from TinEye for assessing image reuse value, the extent of its image indexing is not known.
机译:网络中包含大量的数字图片。对于出版此类图像的学者而言,重要的是了解其图像使用得如何,但似乎尚未开发出任何方法来监控学术图像的价值。尤其是,是否可以通过识别在互联网上复制或重复使用的图像来评估科学或艺术图像的影响?本文以260张NASA图像为例,研究了TinEye搜索引擎在理论上是否可以帮助提供此信息。结果表明,所选图片的每张图片的中位数为11个在线副本。但是,对这些副本中的210种进行分类显示,学术出版物中仅明确使用了1.4%,反映了研究的影响,而大多数NASA图片都用于非正式的学术(或教育)交流(37%)。对世界著名绘画和有关病理学和分子结构的科学图像的进一步分析表明,图像内容对于图像使用的类型和程度很重要。尽管使用从TinEye派生的统计信息来评估图像重用价值是合理的,但其图像索引的范围尚不清楚。

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    Department of Library and Information Science, University of Tehran, Jalle-Ahmad Highway, P.O. Box 14155-6456, Tehran, Iran School of Computing and Information Technology, University of Wolverhampton, Wulfruna Street, Wolverhampton WV1 1ST, UK;

    School of Computing and Information Technology, University of Wolverhampton, Wulfruna Street, Wolverhampton WV1 1ST, UK;

    Department of Library and Information Science, Shahid Beheshti University, Evin Street, Tehran, Iran;

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