Title :
Forecasting software damage rate from cognitive bias in software requirements gathering and specification process
Author :
Chotisarn, Noptanit ; Prompoon, Nakornthip
Author_Institution :
Dept. of Comput. Eng., Chulalongkorn Univ., Bangkok, Thailand
Abstract :
Human is the most important resource in the software project and has become the key success factor of the software project in terms of quality which is called “Human factor”. In this paper, the focus will be on the behavioral perspective of human factor in terms of psychological effect, especially on the cognitive bias at the early stages of the software development life cycle (SDLC). We aim to present a multiple regression and correlation analysis method of the human cognitive bias in the software requirements gathering and specification process, where the biases are assigned to the independent variables that affect the dependent variable or the software damage rate. The execution of our method will lead to the discovery of the factors that may affect the software damage rate.
Keywords :
formal specification; regression analysis; software management; software quality; SDLC; behavioral perspective; correlation analysis; human cognitive bias; human factor; multiple regression analysis; psychological effect; software damage rate; software development life cycle; software project; software requirement; specification process; Availability; Correlation; Equations; Human factors; Mathematical model; Software; Software engineering;
Conference_Titel :
Information Science and Technology (ICIST), 2013 International Conference on
Conference_Location :
Yangzhou
Print_ISBN :
978-1-4673-5137-9
DOI :
10.1109/ICIST.2013.6747696