Multimodal object oriented user interfaces in mobile affective interaction

被引:5
作者
Alepis, Efthymios [1 ]
Virvou, Maria [1 ]
机构
[1] Univ Piraeus, Dept Informat, Piraeus 18534, Greece
关键词
Multimodal interaction; Affective computing; Mobile interaction; Object oriented programming; EMOTIONAL INTELLIGENCE; RECOGNITION; STEREOTYPES;
D O I
10.1007/s11042-011-0744-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we investigate an object oriented (OO) architecture for multimodal emotion recognition in interactive applications through mobile phones or handheld devices. Mobile phones are different from desktop computers since mobile phones are not performing any processing involving emotion recognition whereas desktop computers can perform such processing. In fact, in our approach, mobile phones have to pass all data collected to a server and then perform emotion recognition. The object oriented architecture that we have created, combines evidence from multiple modalities of interaction, namely the mobile device's keyboard and the mobile device's microphone, as well as data from emotion stereotypes. Moreover, the OO method classifies them into well structured objects with their own properties and methods. The resulting emotion detection server is capable of using and handling transmitted information from different mobile sources of multimodal data during human-computer interaction. As a test bed for the affective mobile interaction we have used an educational application that is incorporated into the mobile system.
引用
收藏
页码:41 / 63
页数:23
相关论文
共 45 条
[1]  
Alepis E, 2006, LECT NOTES ARTIF INT, V4251, P435
[2]   Object oriented architecture for affective multimodal e-learning interfaces [J].
Alepis, Efthymios ;
Virvou, Maria .
INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS, 2010, 4 (03) :171-180
[3]   Knowledge Engineering for Affective Bi-Modal Interaction in Mobile Devices [J].
Alepis, Efthymios ;
Virvou, Maria ;
Kabassi, Katerina .
KNOWLEDGE-BASED SOFTWARE ENGINEERING, 2008, 180 :305-+
[4]  
Alepis E, 2008, STUD COMPUT INTELL, V104, P9
[5]  
Alepis E, 2009, STUD COMPUT INTELL, V226, P349
[6]  
[Anonymous], 2010, CHI 10 EXTENDED ABST
[7]  
[Anonymous], 1981, MULTIPLE ATTRIBUTE D
[8]  
[Anonymous], ATR WORKSH VIRT COMM
[9]  
[Anonymous], Free Encyclopedia
[10]   The quarks of object-oriented development [J].
Armstrong, DJ .
COMMUNICATIONS OF THE ACM, 2006, 49 (02) :123-128