2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)最新文献_第6页

An investigation on the automatic generation of music and its application into video games 音乐自动生成及其在电子游戏中的应用研究

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925275

Germán Ruiz Marcos

引用次数: 0

Automatic Group Level Affect and Cohesion Prediction in Videos 视频中的自动组级影响和衔接预测

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925231

Garima Sharma, Shreya Ghosh, Abhinav Dhall

引用次数: 34

An Open-Source Avatar for Real-Time Human-Agent Interaction Applications 用于实时人机交互应用的开源化身

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925115

Kevin El Haddad, F. Zajéga, T. Dutoit

引用次数: 2

Wearable Facial Action Unit Classification from Near-field Infrared Eye Images using Deformable Models 基于变形模型的近场红外眼图像可穿戴面部动作单元分类

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925131

Hang Li, Siyuan Chen, J. Epps

引用次数: 0

Computational Stylometry and Machine Learning for Gender and Age Detection in Cyberbullying Texts 计算机文体学和机器学习在网络欺凌文本中的性别和年龄检测

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925101

A. Pascucci, Vincenzo Masucci, J. Monti

引用次数: 7

Using machine learning to generate engaging behaviours in immersive virtual environments 使用机器学习在沉浸式虚拟环境中产生引人入胜的行为

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925113

Georgiana Cristina Dobre

{"title":"Using machine learning to generate engaging behaviours in immersive virtual environments","authors":"Georgiana Cristina Dobre","doi":"10.1109/ACIIW.2019.8925113","DOIUrl":"https://doi.org/10.1109/ACIIW.2019.8925113","url":null,"abstract":"Our work aims at implementing autonomous agents for Immersive Virtual Reality (IVR). With the advances in IVR environments, users can be more engaged and respond realistically to the events delivered in IVR, a state described in literature as presence. Agents with engaging verbal and nonverbal behaviour help preserve the sense of presence in IVR. For instance, gaze behaviour plays an important role, having monitoring and communicative functions. The initial step is to look at a machine learning model that generates flexible and contextual gaze behaviour and takes into account the rapport between the user and the agent. In this paper, we present our progress to date on the problem of creating realistic nonverbal behaviour. This includes analysing a multimodal dyad data, creating a data-processing pipeline, implementing a Hidden Markov Model and linking the Python scripts with the VR game engine (Unity3D). Future work consists of using richer data for more complex machine learning models, with a final aim of integrating the gaze model (plus future nonverbal behaviour models) into an autonomous virtual character framework.","PeriodicalId":193568,"journal":{"name":"2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132618485","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: 0

“I Need a Hug Right Now”: Affective Support Through Remote Touch Technology “我现在需要一个拥抱”:通过远程触摸技术的情感支持

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925135

Angela Chan

引用次数: 2

A multi-layer artificial intelligence and sensing based affective conversational embodied agent 一种基于多层人工智能和感知的情感会话具身体

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925291

S. DiPaola, Ö. Yalçın

{"title":"A multi-layer artificial intelligence and sensing based affective conversational embodied agent","authors":"S. DiPaola, Ö. Yalçın","doi":"10.1109/ACIIW.2019.8925291","DOIUrl":"https://doi.org/10.1109/ACIIW.2019.8925291","url":null,"abstract":"Building natural and conversational virtual humans is a task of formidable complexity. We believe that, especially when building agents that affectively interact with biological humans in real-time, a cognitive science-based, multilayered sensing and artificial intelligence (AI) systems approach is needed. For this demo, we show a working version (through human interaction with it) our modular system of natural, conversation 3D virtual human using AI or sensing layers. These including sensing the human user via facial emotion recognition, voice stress, semantic meaning of the words, eye gaze, heart rate, and galvanic skin response. These inputs are combined with AI sensing and recognition of the environment using deep learning natural language captioning or dense captioning. These are all processed by our AI avatar system allowing for an affective and empathetic conversation using an NLP topic-based dialogue capable of using facial expressions, gestures, breath, eye gaze and voice language-based two-way back and forth conversations with a sensed human. Our lab has been building these systems in stages over the years.","PeriodicalId":193568,"journal":{"name":"2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116825346","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: 6

Studying the Effect of Robot Frustration on Children's Change of Perspective 研究机器人挫折对儿童视角变化的影响

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925100

Elmira Yadollahi, W. Johal, João Dias, P. Dillenbourg, Ana Paiva

{"title":"Studying the Effect of Robot Frustration on Children's Change of Perspective","authors":"Elmira Yadollahi, W. Johal, João Dias, P. Dillenbourg, Ana Paiva","doi":"10.1109/ACIIW.2019.8925100","DOIUrl":"https://doi.org/10.1109/ACIIW.2019.8925100","url":null,"abstract":"The use of robots as peers is more and more studied in human-robot interaction with co-learning interactions being complex and rich involving cognitive, affective, verbal and non-verbal processes. We aim to study the co-learning interaction with robots in the light of perspective-taking; a cognitive dimension that is important for interaction, engagement, and learning of the child. This work-in-progress details one of the studies we are developing in understanding perspective-taking from the Piagetian point of view. The study tried to understand how changes in the robot's cognitive-affective state affect children's behavior, emotional state, and perception of the robot. The experiment details a scenario in which child and the robot take turn to play a game by instructing their counterpart to reach a goal. The interaction consists of a condition in which the robot expresses frustration when the child gives egocentric instructions. We manipulate the robot's emotional responses to the child's instructions as our independent variable. We hypothesize that children will try to change their perspective more when the robot expresses frustration and follow the instructions wrongly, e.g. does not understand their perspective. Moreover, in the frustration groups, we are interested to observe if children reciprocates the robot's behavior by showing frustration to the robot if it is egocentric. Consequently, we expect our analyses to help us to integrate a perspective-taking model in our robotic platform that can adapt its perspective according to educational or social aspect of the interaction.","PeriodicalId":193568,"journal":{"name":"2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114836506","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

Social touch: stimuli-imitation protocol and automated recognition 社交接触:刺激模仿协议和自动识别

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) Pub Date : 2019-09-01 DOI: 10.1109/ACIIW.2019.8925025

Wail Elbani

引用次数: 1