Title :
An automated method for requirement determination and structuring based on 5W1H elements
Author :
Jabar, Marzanah A. ; Ahmadi, R. ; Shafazand, Mohammad Yaser ; Ghani, Abdul Azim Abdul ; Sidi, Fatimah ; Hasan, Souleiman
Author_Institution :
Fac. of Comput. Sci. & Inf. Technol., Univ. Putra Malaysia, Serdang, Malaysia
Abstract :
Information requirement determination is an important phase of software development. Since it happens at the beginning stages of software development, improvement in this process may lead to significant results for the entire software development. However, it is widely admitted that most of the conventional methods for collecting and analyzing requirements are not successful because several weaknesses such as lack of a certain automatic tool to elicit and analyze knowledge, or a well-structured model to facilitate the generation, analysis, and presentation of information requirements. In this paper, we discuss an integrated method to improve Information requirement determination and structuring in software development by asking questions based on 5W1H model of knowledge structure. Our unique contribution is that the proposed method uses a data mining method known as part-of-speech tagging tailored for requirement analysis to identify and organize target elements and their dependencies. We conduct experiments on a case study, demonstrating effectiveness of the method.
Keywords :
computational linguistics; data mining; formal specification; software engineering; 5W1H elements; automatic information requirement determination method; automatic information requirement structuring method; data mining method; information requirement analysis; information requirement generation; information requirement presentation; knowledge analysis; knowledge elicitation; knowledge structure; part-of-speech tagging; process improvement; software development; target element identification; target element organization; Control systems; Data mining; Information systems; Object oriented modeling; Software; Tagging; Unified modeling language; Data mining; Information requirement determination; Knowledge elicitation;
Conference_Titel :
Control and System Graduate Research Colloquium (ICSGRC), 2013 IEEE 4th
Conference_Location :
Shah Alam
Print_ISBN :
978-1-4799-0550-8
DOI :
10.1109/ICSGRC.2013.6653271