Improving Accuracy Of Requirement Traceability Links : An Effective Technique

ISBN-13: 9786202522076 / Angielski

Vinayak Sale; Somnath Thigale

Opis

Among the proposed technique, the literature shows that information retrieval (IR) techniques can automatically recover traceability links between free text requirements and source code. However, precision and recall of IR techniques are impacted by some factors, which impact the input of requirements traceability process. Due to low precision and or recall, developers condense in the effectiveness of traceability link recovery technique is negatively acted. In this study, our research is that adding more sources of information using a trust-based model and integrating developers' knowledge in automated IR-based requirements traceability approaches could mitigate the impact of the factors and improve the precision and recall of IR techniques. Our conjecture is that the accuracy of information retrieval techniques could be improved if two (or more) sources of information vote for a link. We use software prepositional, binary class relationships, source code partitioning, and developers knowledge as extra sources of information to conform a link.

O autorze

Sale, Vinayak
Prof.Vinayak Sale has 12 years of Teaching experience and is an expert in domain like Software Engineering and Data Mining.Dr.Somnath Thigale has more than 14 years of experience out of which 7 years in Academic & 6 years as IBM Rational Certified Consultant -Trainer & Practitioner.