Title :
Benchmark Driven Framework for Development of Emotion Sensing Support Systems
Author :
Polikovsky, Senya ; Quiros-Ramirez, Maria Alejandra ; Kameda, Yoshinori ; Ohta, Yuichi ; Burgoon, Judee
Author_Institution :
Dept. of Intell. Interaction Technol., Univ. of Tsukuba, Tsukuba, Japan
Abstract :
Emotion sensing support system to assist human decision making during interview scenario is a developing research field. This paper presents a new framework for the development of emotion sensing support systems that is a complete, easily extendible, flexible, and configurable environment with intensive benchmark capabilities. The design of the framework was inspired by behavior-driven development, agile software development technique. It provides: (1) effective collaboration platform between technological and psychological researches, and (2) intensive benchmarking capabilities to test the performance of the entire system as well as individual algorithms.
Keywords :
behavioural sciences computing; decision support systems; emotion recognition; sensor fusion; software prototyping; agile software development technique; behavior-driven development; benchmark driven framework; collaboration platform; emotion sensing support systems; human decision making; intensive benchmark capabilities; psychological researches; technological researches; Algorithm design and analysis; Benchmark testing; Data models; Feature extraction; Heuristic algorithms; Sensor fusion; affect; behavior-driven development; emotion detection; sensor fusion;
Conference_Titel :
Intelligence and Security Informatics Conference (EISIC), 2012 European
Conference_Location :
Odense
Print_ISBN :
978-1-4673-2358-1
DOI :
10.1109/EISIC.2012.27
