2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)最新文献_第6页

neomento SAD - VR Treatment For Social Anxiety 社交焦虑的新现象SAD - VR治疗

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-12-01 DOI: 10.1109/AIVR46125.2019.00054

Adam Streck, Philipp Stepnicka, Jens Klaubert, T. Wolbers

引用次数: 2

Exploring Perspective Dependency in a Shared Body with Virtual Supernumerary Robotic Arms 基于虚拟机械臂的共享体视角依赖研究

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-12-01 DOI: 10.1109/AIVR46125.2019.00014

Ryo Takizawa, Adrien Verhulst, Katie Seaborn, M. Fukuoka, Atsushi Hiyama, M. Kitazaki, M. Inami, M. Sugimoto

引用次数: 7

Using Eye Tracked Virtual Reality to Classify Understanding of Vocabulary in Recall Tasks 眼动追踪虚拟现实技术在词汇记忆分类中的应用

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-12-01 DOI: 10.1109/AIVR46125.2019.00019

J. Orlosky, Brandon Huynh, Tobias Höllerer

{"title":"Using Eye Tracked Virtual Reality to Classify Understanding of Vocabulary in Recall Tasks","authors":"J. Orlosky, Brandon Huynh, Tobias Höllerer","doi":"10.1109/AIVR46125.2019.00019","DOIUrl":"https://doi.org/10.1109/AIVR46125.2019.00019","url":null,"abstract":"In recent years, augmented and virtual reality (AR/VR) have started to take a foothold in markets such as training and education. Although AR and VR have tremendous potential, current interfaces and applications are still limited in their ability to recognize context, user understanding, and intention, which can limit the options for customized individual user support and the ease of automation. This paper addresses the problem of automatically recognizing whether or not a user has an understanding of a certain term, which is directly applicable to AR/VR interfaces for language and concept learning. To do so, we first designed an interactive word recall task in VR that required non-native English speakers to assess their knowledge of English words, many of which were difficult or uncommon. Using an eye tracker integrated into the VR Display, we collected a variety of eye movement metrics that might correspond to the user's knowledge or memory of a particular word. Through experimentation, we show that both eye movement and pupil radius have a high correlation to user memory, and that several other metrics can also be used to help classify the state of word understanding. This allowed us to build a support vector machine (SVM) that can predict a user's knowledge with an accuracy of 62% in the general case and and 75% for easy versus medium words, which was tested using cross-fold validation. We discuss these results in the context of in-situ learning applications.","PeriodicalId":274566,"journal":{"name":"2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131125467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 12

Measuring User Responses to Driving Simulators: A Galvanic Skin Response Based Study 测量用户对驾驶模拟器的反应:基于皮肤电反应的研究

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-12-01 DOI: 10.1109/AIVR46125.2019.00015

Atiqul Islam, Jinshuai Ma, Tom Gedeon, Md. Zakir Hossain, Ying-Hsang Liu

{"title":"Measuring User Responses to Driving Simulators: A Galvanic Skin Response Based Study","authors":"Atiqul Islam, Jinshuai Ma, Tom Gedeon, Md. Zakir Hossain, Ying-Hsang Liu","doi":"10.1109/AIVR46125.2019.00015","DOIUrl":"https://doi.org/10.1109/AIVR46125.2019.00015","url":null,"abstract":"The use of simulator technology has become popular in providing training, investigating driving activity and performing research as it is a suitable alternative to actual field study. The transferability of the achieved result from driving simulators to the real world is a critical issue considering later real-world risks, and important to the ethics of experiments. Moreover, researchers have to trade-off between simulator sophistication and the cost it incurs to achieve a given level of realism. This study will be the first step towards investigating the plausibility of different driving simulator configurations of varying verisimilitude, from drivers' galvanic skin response (GSR) signals. GSR is the widely used indicator of behavioural response. By analyzing GSR signals in a simulation environment, our results are aimed to support or contradict the use of simple low-level driving simulators. We investigate GSR signals of 23 participants doing virtual driving tasks in 5 different configurations of simulation environments. A number of features are extracted from the GSR signals after data preprocessing. With a simple neural network classifier, the prediction accuracy of different simulator configurations reaches up to 90% during driving. Our results suggest that participants are more engaged when realistic controls are used in normal driving, and are less affected by visible context during driving in emergency situations. The implications for future research are that for emergency situations realistic controls are important and research can be conducted with simple simulators in lab settings, whereas for normal driving the research should be conducted with full context in a real driving setting.","PeriodicalId":274566,"journal":{"name":"2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115279300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Influence of Motion Speed on the Perception of Latency in Avatar Control 动作速度对虚拟化身控制中延迟感知的影响

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-12-01 DOI: 10.1109/AIVR46125.2019.00066

Ludovic Hoyet, Clément Spies, Pierre Plantard, A. Sorel, R. Kulpa, F. Multon

引用次数: 4

AR Food Changer using Deep Learning And Cross-Modal Effects 使用深度学习和跨模态效应的AR食物改变者

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-12-01 DOI: 10.1109/AIVR46125.2019.00025

Junya Ueda, K. Okajima

引用次数: 11

The Role of Virtual Reality in Autonomous Vehicles’ Safety 虚拟现实技术在自动驾驶汽车安全中的作用

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-12-01 DOI: 10.1109/AIVR46125.2019.00017

A. M. Nascimento, A. B. M. Queiroz, L. Vismari, J. Bailenson, P. Cugnasca, J. B. C. Junior, J. R. Almeida

引用次数: 18

XR for Augmented Utilitarianism XR是增强功利主义

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-12-01 DOI: 10.1109/AIVR46125.2019.00065

Nadisha-Marie Aliman, L. Kester, P. Werkhoven

{"title":"XR for Augmented Utilitarianism","authors":"Nadisha-Marie Aliman, L. Kester, P. Werkhoven","doi":"10.1109/AIVR46125.2019.00065","DOIUrl":"https://doi.org/10.1109/AIVR46125.2019.00065","url":null,"abstract":"Steady progresses in the AI field create enriching possibilities for society while simultaneously posing new complex challenges of ethical, legal and safety-relevant nature. In order to achieve an efficient human-centered governance of artificial intelligent systems, it has been proposed to harness augmented utilitarianism (AU), a novel non-normative ethical framework grounded in science which can be assisted e.g. by Extended Reality (XR) technologies. While AU provides a scaffold to encode human ethical and legal conceptions in a machine-readable form, the filling in of these conceptions requires a transdisciplinary amalgamation of scientific insights and preconditions from manifold research areas. In this short paper, we present a compact review on how XR technologies could leverage the underlying transdisciplinary AI governance approach utilizing the AU framework. Towards that end, we outline pertinent needs for XR in two hereto related contexts: as experiential testbed for AU-relevant moral psychology studies and as proactive AI Safety measure and enhancing policy-by-simulation method preceding the deployment of AU-based ethical goal functions.","PeriodicalId":274566,"journal":{"name":"2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121802548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

VRescuer: A Virtual Reality Application for Disaster Response Training VRescuer:灾难响应训练的虚拟现实应用

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-10-31 DOI: 10.1109/AIVR46125.2019.00042

V. Nguyen, Kwanghee Jung, Tommy Dang

引用次数: 4

Creating Virtual Reality and Augmented Reality Development in Classroom: Is it a Hype? 在课堂上创建虚拟现实和增强现实:是一种炒作吗?

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Pub Date : 2019-10-26 DOI: 10.1109/AIVR46125.2019.00045

V. Nguyen, Kwanghee Jung, Tommy Dang

引用次数: 12