2015 International Conference on Affective Computing and Intelligent Interaction (ACII)最新文献

Avatar and participant gender differences in the perception of uncanniness of virtual humans 虚拟角色和参与者对虚拟人类的不确定性感知的性别差异

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2017-10-01 DOI: 10.1109/ACII.2017.8273657

Jacqueline D. Bailey

引用次数: 2

Neural conditional ordinal random fields for agreement level estimation 协议水平估计的神经条件有序随机场

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2016-12-01 DOI: 10.1109/ICPR.2016.7899967

Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, M. Pantic

引用次数: 3

A data-driven validation of frontal EEG asymmetry using a consumer device 使用消费者设备对额叶脑电图不对称进行数据驱动验证

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2015-09-21 DOI: 10.1109/ACII.2015.7344686

D. Friedman, Shai Shapira, L. Jacobson, M. Gruberger

引用次数: 10

Dynamic time warping: A single dry electrode EEG study in a self-paced learning task 动态时间扭曲:自定节奏学习任务的单干电极脑电图研究

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2015-09-21 DOI: 10.1109/ACII.2015.7344551

T. Yamauchi, Kunchen Xiao, Casady Bowman, A. Mueen

引用次数: 18

MoodTracker: Monitoring collective emotions in the workplace MoodTracker:监测工作场所的集体情绪

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2015-09-21 DOI: 10.1109/ACII.2015.7344586

Yuliya Lutchyn, Paul Johns, A. Roseway, M. Czerwinski

引用次数: 17

Synestouch: Haptic + audio affective design for wearable devices Synestouch:可穿戴设备的触觉+音频情感设计

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2015-09-21 DOI: 10.1109/ACII.2015.7344630

P. Paredes, Ryuka Ko, Arezu Aghaseyedjavadi, J. Chuang, J. Canny, Linda Babler

{"title":"Synestouch: Haptic + audio affective design for wearable devices","authors":"P. Paredes, Ryuka Ko, Arezu Aghaseyedjavadi, J. Chuang, J. Canny, Linda Babler","doi":"10.1109/ACII.2015.7344630","DOIUrl":"https://doi.org/10.1109/ACII.2015.7344630","url":null,"abstract":"Little is known about the affective expressivity of multisensory stimuli in wearable devices. While the theory of emotion has referenced single stimulus and multisensory experiments, it does not go further to explain the potential effects of sensorial stimuli when utilized in combination. In this paper, we present an analysis of the combinations of two sensory modalities - haptic (more specifically, vibrotactile) stimuli and auditory stimuli. We present the design of a wrist-worn wearable prototype and empirical data from a controlled experiment (N=40) and analyze emotional responses from a dimensional (arousal + valence) perspective. Differences are exposed between “matching” the emotions expressed through each modality, versus \"mixing\" auditory and haptic stimuli each expressing different emotions. We compare the effects of each condition to determine, for example, if the matching of two negative stimuli emotions will render a higher negative effect than the mixing of two mismatching emotions. The main research question that we study is: When haptic and auditory stimuli are combined, is there an interaction effect between the emotional type and the modality of the stimuli? We present quantitative and qualitative data to support our hypotheses, and complement it with a usability study to investigate the potential uses of the different modes. We conclude by discussing the implications for the design of affective interactions for wearable devices.","PeriodicalId":6863,"journal":{"name":"2015 International Conference on Affective Computing and Intelligent Interaction (ACII)","volume":"92 28 1","pages":"595-601"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77718024","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: 8

On rater reliability and agreement based dynamic active learning 基于协议的动态主动学习的可靠性研究

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2015-09-21 DOI: 10.1109/ACII.2015.7344553

Yue Zhang, E. Coutinho, Björn Schuller, Zixing Zhang, M. Adam

{"title":"On rater reliability and agreement based dynamic active learning","authors":"Yue Zhang, E. Coutinho, Björn Schuller, Zixing Zhang, M. Adam","doi":"10.1109/ACII.2015.7344553","DOIUrl":"https://doi.org/10.1109/ACII.2015.7344553","url":null,"abstract":"In this paper, we propose two novel Dynamic Active Learning (DAL) methods with the aim of ultimately reducing the costly human labelling work for subjective tasks such as speech emotion recognition. Compared to conventional Active Learning (AL) algorithms, the proposed DAL approaches employ a highly efficient adaptive query strategy that minimises the number of annotations through three advancements. First, we shift from the standard majority voting procedure, in which unlabelled instances are annotated by a fixed number of raters, to an agreement-based annotation technique that dynamically determines how many human annotators are required to label a selected instance. Second, we introduce the concept of the order-based DAL algorithm by considering rater reliability and inter-rater agreement. Third, a highly dynamic development trend is successfully implemented by upgrading the agreement levels depending on the prediction uncertainty. In extensive experiments on standardised test-beds, we show that the new dynamic methods significantly improve the efficiency of the existing AL algorithms by reducing human labelling effort up to 85.41%, while achieving the same classification accuracy. Thus, the enhanced DAL derivations opens up high-potential research directions for the utmost exploitation of unlabelled data.","PeriodicalId":6863,"journal":{"name":"2015 International Conference on Affective Computing and Intelligent Interaction (ACII)","volume":"13 1","pages":"70-76"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81551658","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: 17

EmoShapelets: Capturing local dynamics of audio-visual affective speech EmoShapelets:捕捉视听情感语音的局部动态

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2015-09-21 DOI: 10.1109/ACII.2015.7344576

Y. Shangguan, E. Provost

引用次数: 4

Multimodal approach for automatic recognition of machiavellianism 马基雅维利主义自动识别的多模态方法

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2015-09-21 DOI: 10.1109/ACII.2015.7344574

Zahra Nazari, Gale M. Lucas, J. Gratch

引用次数: 14

Facial expression recognition with multithreaded cascade of rotation-invariant HOG 基于旋转不变HOG的多线程级联面部表情识别

2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Pub Date : 2015-09-21 DOI: 10.1109/ACII.2015.7344636

Jinhui Chen, T. Takiguchi, Y. Ariki

引用次数: 8