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The Effect of Page Context on Magazine Image Categorization

机译：页面上下文对杂志图像分类的影响

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Image categorization research has created knowledge on the types of attributes humans use inrninterpreting image similarity. Little effort has gone into studying the effect of any wider contextualrnfactors on the image groupings people create. This paper reports the results of an investigation onrnthe effect of associated text on magazine image categorization. Image journalism professionalsrnperformed a two-phase free sorting of 100 test images and the resulting data were analyzed bothrnqualitatively and quantitatively; using grounded theory methods and hierarchical clustering. Therncategorization behavior of the two groups was rather similar but there was a statisticallyrnsignificant difference in the types of names given to the categories constructed. Results indicaternthat having page context available results more likely in descriptions based on overall theme orrnstory of the image. When the context is withheld, people are more prone to describe the people,rnobjects and scenes portrayed in the images, and to combine various categorization criteria. Thisrnhas implications for the design of interfaces for image archival and retrieval.
机译：图像分类研究已经创造了关于人类在解释图像相似性时使用的属性类型的知识。研究任何更广泛的语境因素对人们创建的图像分组的影响的工作很少。本文报告了有关关联文本对杂志图像分类影响的调查结果。图像新闻专业人士对100张测试图像进​​行了两阶段免费分类，并对所得数据进行了定性和定量分析。使用扎根的理论方法和层次聚类。两组的分类行为相当相似，但是赋予所构建类别的名称类型在统计上有显着差异。结果表明，基于图像的总体主题故事，使页面上下文可用的结果更有可能出现在描述中。当不考虑上下文时，人们更倾向于描述图像中描绘的人物，物体和场景，并结合各种分类标准。这对用于图像存档和检索的接口的设计有影响。

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