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An FCM-based Personalized Affective Model for Agile Software Development


Authors: W. He, J. Lin, X. Yu, Z. Shen, and C. Miao
Title: An FCM-based Personalized Affective Model for Agile Software Development
Abstract: Developers' emotional stability in agile software development (ASD) teams is an important factor affecting the success of a project. Traditional Happiness Chart depends on people's self-report and is unable to produce predictive analysis to facilitate decision-making. In this paper, we proposed a Fuzzy Cognitive Map (FCM) based method for analyzing ASD developers’ emotional stability. We designed an easy-to-use survey questionnaire which can help establish the values of the causal relationship weights to support personalization of the proposed FCM model. The FCM affective model produces two metrics for assessing a given user's emotional stability: 1) the stable state mood value, and 2) the number of iteration steps for the FCM model to reach equilibrium. The two metrics are evaluated through a real-world experiment involving 20 undergraduate students. The results show that they are strong explanation factors for a user's emotional stability with 99% confidence. A regression model based on the user study has also been presented in the paper to help researchers study the relationships between the two metrics and a person's emotional stability computationally in the future.
Keywords: 
Conference Name: 28th International Conference on Software Engineering and Knowledge Engineering (SEKE'16)
Location: San Francisco, USA
Publisher: KSI Research Inc. and Knowledge Systems Institute Graduate School
Year: 2016
Accepted PDF File: An_FCM-based_Personalized_Affective_Model_for_Agile_Software_Development_accepted.pdf
Permanent Link: http://dx.doi.org/10.18293/SEKE2016-121
Reference: W. He, J. Lin, X. Yu, Z. Shen, and C. Miao, “An FCM-based personalized affective model for agile software development,” in Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering (SEKE’16). KSI, July 2016, pp. 75–80.
bibtex: 
@inproceedings{LILY-c85, 
    author	= {He, Wenjing and Lin, Jun and Yu, Xinjia and Shen, Zhiqi and Miao, Chunyan},
    title	= {An {FCM}-based Personalized Affective Model for Agile Software Development},  
    booktitle	= {Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering (SEKE'16)}, 
    year		= {2016}, 
    month	= {July}, 
    pages	= {75-80}, 
    location	= {San Francisco, USA},
    publisher	= {KSI},
 }