A Evaluation System for Preference based on Multi-Emotion (다중 감성 기반의 선호도 평가 시스템)

Lee，Ki-Young (이기영); Lim Keun (임명재); Kim,Kyu-Ho (김규호); Lee,Yong-Hwan (이용환)

A Evaluation System for Preference based on Multi-Emotion

Journal of The Korea Society of Computer and Information
Abbr : JKSCI
2011, 16(5), pp.33-40
Publisher : The Korean Society Of Computer And Information
Research Area : Engineering > Computer Science

Lee，Ki-Young ¹, Lim Keun ¹, Kim,Kyu-Ho ¹, Lee,Yong-Hwan ²

¹을지대학교
²우송정보대학

Accredited

ABSTRACT

In modern society, in business decisions of our customers are continually increasing in importance, and owing to the development of information and communication technology effectively on a computer to measure the preferences of key customer techniques are being studied. However, this preference reflects significantly on personal ideas, and therefore, it is difficult to commercialize a measure calculated according to the ambiguous results. In this paper, by using biometric information that has been measure; we have configured the multi-sensitivity models based on customer preferences to evaluate the proposed system. This system consists of multiple biometric information of multi-dimensional vector model for learning through the use of structured emotional to apply the same criteria to evaluate customer preferences. In addition, by studying the specific subject-specific emotion model, it is shown to improve accuracy with further experiments.

KEYWORDS

Evaluation, Customer Preference, Multi-Sensitivity Model, Multiple Biometric Information

Citation status

* References for papers published after 2023 are currently being built.

[book] Alexander T / 2010 / REQUEST: A Query Language for Customizing Recommendations / Conditional accepted by Information System Research

[journal] Christoph Fuchs / 2010 / Customer Empowerment in New Product Development / Journal of Product InnovationManagement

[confproc] Florian E / 2009 / openEAR - Introducing the Munich Open-Source Emotion and Affect Recognition Toolkit / Proc. ACII. IEEE

[book] Zhihong Z / 2007 / Audio-Visual Spontaneous Emotion Recognition / Heidelberg : 72~90

[book] Thurid V / 2008 / EmoVoice ― A framework for online recognition of emotions from voice / Heidelberg : 188~199

[journal] Jun Hakura / 2007 / Facial Expression Recognition and Synthesis for Virtual Miyazawa Kenji System / WSEAS Transactions on Circuits and Systems 3(6) : 288~295

[journal] Christos D. Katsis / 2008 / Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach / IEEE Transactions On Systems, Man, And Cybernetics―Part A: Systems And Humans 38(3) : 502~512

[confproc] Chiara C / 2007 / Recognition of Emotional Face Expressions and Amygdala Pathology / Epileptologie 2007 : 130~138

[book] Johannes W / 2009 / Smart Sensor Integration: A Framework for Multimodal Emotion Recognition in Real-Time / Affective Computing and Intelligent Interaction (ACII) IEEE

[confproc] Martin Wollmer / 2009 / Data-driven Clustering in Emotional Space for Affect Recognition Using Discriminatively Trained LSTM Networks / Proc. of Interspeech : 1595~1598

[confproc] Marko L / 2009 / Combining Classifiers With Diverse Feature Sets For Robust Speaker Independent Emotion Recognition / Proceedings of the 17th European Signal Processing Conference (EUSIPCO 2009) : 1225~1229

[confproc] Martin W¨ollmer / 2008 / Abandoning Emotion Classes - Towards Continuous Emotion Recognition with Modelling of Long-Range Dependencies / Proceedings Interspeech : 597~600

KJCKorea
Journal Central

Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65