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Enriching Augmented Reality with Text Data Mining: An Automated Content Management System to Develop Hybrid Media Applications

机译:利用文本数据挖掘丰富增强现实:自动化内容管理系统,用于开发混合媒体应用程序

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摘要

Augmented Reality (AR) tools offer novel typologies of contents to generate Augmented Print (AP) systems. Compared with traditional print media, the development of AP applications requires additional efforts to identify thematic contents, which are suitable to be enhanced by AR systems. The generation of virtual contents represents a potential obstacle for developing AP applications. Motivated by the necessity to provide hybrid media applications with more efficient tools, in this paper we present a novel paradigm, which employs an automated framework to face the issue of content creation and content management. We propose a model for the automatic detection of specific textual contents in traditional print media. Using techniques from text data mining, we identify virtual contents which match the editorial contents. This aids in the process of content creation and management and, as a result, simplifies AR content delivery and shapes new perspectives for hybrid media applications.
机译:增强现实(AR)工具提供了新颖的内容类型,可以生成增强打印(AP)系统。与传统的印刷媒体相比,AP应用程序的开发需要付出更多的努力来确定主题内容,这些内容很适合AR系统进行增强。虚拟内容的生成是开发AP应用程序的潜在障碍。出于向混合媒体应用程序提供更有效工具的必要性的考虑,本文提出了一种新颖的范例,该范例采用了自动化框架来面对内容创建和内容管理的问题。我们提出了一种自动检测传统印刷媒体中特定文本内容的模型。使用文本数据挖掘中的技术,我们可以识别与编辑内容匹配的虚拟内容。这有助于内容创建和管理的过程,从而简化了AR内容的交付并为混合媒体应用程序塑造了新的视角。

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