TY - GEN
T1 - Technique integration for requirements assessment
AU - Dekhtyar, Alex
AU - Hayes, Jane Huffman
AU - Sundaram, Senthil
AU - Holbrook, Ashlee
AU - Dekhtyar, Olga
PY - 2007
Y1 - 2007
N2 - In determining whether to permit a safety-critical software system to be certified and in performing independent verification and validation (IV&V) of safety- or mission-critical systems, the requirements traceability matrix (RTM) delivered by the developer must be assessed for accuracy. The current state of the practice is to perform this work manually, or with the help of general-purpose tools such as word processors and spreadsheets Such work is error-prone and person-power intensive. In this paper, we extend our prior work in application of Information Retrieval (IR) methods for candidate link generation to the problem of RTM accuracy assessment. We build voting committees from five IR methods, and use a variety of voting schemes to accept or reject links from given candidate RTMs. We report on the results of two experiments. In the first experiment, we used 25 candidate RTMs built by human analysts for a small tracing task involving a portion of a NASA scientific instrument specification. In the second experiment, we randomly seeded faults in the RTM for the entire specification. Results of the experiments are presented.
AB - In determining whether to permit a safety-critical software system to be certified and in performing independent verification and validation (IV&V) of safety- or mission-critical systems, the requirements traceability matrix (RTM) delivered by the developer must be assessed for accuracy. The current state of the practice is to perform this work manually, or with the help of general-purpose tools such as word processors and spreadsheets Such work is error-prone and person-power intensive. In this paper, we extend our prior work in application of Information Retrieval (IR) methods for candidate link generation to the problem of RTM accuracy assessment. We build voting committees from five IR methods, and use a variety of voting schemes to accept or reject links from given candidate RTMs. We report on the results of two experiments. In the first experiment, we used 25 candidate RTMs built by human analysts for a small tracing task involving a portion of a NASA scientific instrument specification. In the second experiment, we randomly seeded faults in the RTM for the entire specification. Results of the experiments are presented.
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U2 - 10.1109/RE.2007.60
DO - 10.1109/RE.2007.60
M3 - Conference contribution
AN - SCOPUS:47949090073
SN - 0769529356
SN - 9780769529356
T3 - Proceedings - 15th IEEE International Requirements Engineering Conference, RE 2007
SP - 141
EP - 152
BT - Proceedings - 15th IEEE International Requirements Engineering Conference, RE 2007
T2 - 15th IEEE International Requirements Engineering Conference, RE 2007
Y2 - 15 October 2007 through 19 October 2007
ER -