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VEO引擎:通过情感本体进行设备视觉表达的接口与推理

VEO-Engine: Interfacing and Reasoning with an Emotion Ontology for Device Visual Expression.

作者信息

Amith Muhammad, Lin Rebecca, Liang Chen, Gong Yang, Tao Cui

机构信息

University of Texas Health Science Center, Houston, TX 77030, USA.

Johns Hopkins University, Baltimore, MD 21218, USA.

出版信息

HCI Int 2018 Posters Ext Abstr (2018). 2018 Jul;851:349-355. doi: 10.1007/978-3-319-92279-9_47. Epub 2018 Jun 7.

Abstract

In order for machines to understand or express emotion to users, the specific emotions must be formally defined and the software coded to how those emotions are to be expressed. This is particularly important if devices or computer-based tools are utilized in clinical settings, which may be stressful for patients and where emotions can dominate their decision making. We have reported our development and feasibility results of an ontology, Visualized Emotion Ontology (VEO), that links abstract visualizations that express specific emotions. Here, we used VEO with the VEO-Engine, a software API package that interfaces with the VEO. The VEO-Engine was developed in Java using Apache Jena and OWL-API. The software package was tested on a Raspberry Pi machine with a small touchscreen display that linked each visualization to an emotion. The VEO-Engine stores input parameters of emotional situations and valences to reason and interpret users' emotions using the ontology-based reasoner. With this software, devices can interfaced wirelessly, so smart devices with visual displays can interact with the ontology. By means of the VEO-Engine, we show the portability and usability of the VEO in human-computer interaction.

摘要

为了让机器理解或向用户表达情感,必须对特定情感进行形式化定义,并编写软件来规定这些情感的表达方式。如果在临床环境中使用设备或基于计算机的工具,这一点尤为重要,因为临床环境可能会给患者带来压力,而且情感可能会主导他们的决策。我们已经报告了一种本体——可视化情感本体(VEO)的开发情况和可行性结果,该本体将表达特定情感的抽象可视化联系起来。在这里,我们将VEO与VEO引擎一起使用,VEO引擎是一个与VEO接口的软件API包。VEO引擎是使用Apache Jena和OWL-API用Java开发的。该软件包在一台带有小触摸屏显示器的树莓派机器上进行了测试,该显示器将每个可视化与一种情感联系起来。VEO引擎存储情感情境和效价的输入参数,以便使用基于本体的推理器来推理和解释用户的情感。有了这个软件,设备可以进行无线连接,因此带有视觉显示器的智能设备可以与本体进行交互。通过VEO引擎,我们展示了VEO在人机交互中的便携性和可用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aa75/6349229/54f81145e437/nihms-1001003-f0001.jpg

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本文引用的文献

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