Automating Traceability for Generated Software Artifacts
Proceedings of the 19th IEEE international conference on Automated software engineering
Goal-centric traceability for managing non-functional requirements
Proceedings of the 27th international conference on Software engineering
Text mining for software engineering: how analyst feedback impacts final results
MSR '05 Proceedings of the 2005 international workshop on Mining software repositories
Baselines in requirements tracing
PROMISE '05 Proceedings of the 2005 workshop on Predictor models in software engineering
Humans in the traceability loop: can't live with 'em, can't live without 'em
TEFSE '05 Proceedings of the 3rd international workshop on Traceability in emerging forms of software engineering
UML formalization is a traceability problem
TEFSE '05 Proceedings of the 3rd international workshop on Traceability in emerging forms of software engineering
Reconstructing requirements coverage views from design and test using traceability recovery via LSI
TEFSE '05 Proceedings of the 3rd international workshop on Traceability in emerging forms of software engineering
When and how to visualize traceability links?
TEFSE '05 Proceedings of the 3rd international workshop on Traceability in emerging forms of software engineering
Advancing Candidate Link Generation for Requirements Tracing: The Study of Methods
IEEE Transactions on Software Engineering
Houston, we have a success story: technology transfer at the NASA IV&V facility
Proceedings of the 2006 international workshop on Software technology transfer in software engineering
IBM Systems Journal - Model-driven software development
Hidden Implementation Dependencies in High Assurance and Critical Computing Systems
IEEE Transactions on Software Engineering
Matching and Merging of Statecharts Specifications
ICSE '07 Proceedings of the 29th international conference on Software Engineering
Make the Most of Your Time: How Should the Analyst Work with Automated Traceability Tools?
PROMISE '07 Proceedings of the Third International Workshop on Predictor Models in Software Engineering
ACM Transactions on Software Engineering and Methodology (TOSEM)
Automated traceability analysis for UML model refinements
Information and Software Technology
Assessing IR-based traceability recovery tools through controlled experiments
Empirical Software Engineering
A framework for software requirements engineering
SEPADS'09 Proceedings of the 8th WSEAS International Conference on Software engineering, parallel and distributed systems
Challenges for semi-automatic trace recovery in the automotive domain
TEFSE '09 Proceedings of the 2009 ICSE Workshop on Traceability in Emerging Forms of Software Engineering
Trace retrieval for evolving artifacts
TEFSE '09 Proceedings of the 2009 ICSE Workshop on Traceability in Emerging Forms of Software Engineering
Electronic Notes in Theoretical Computer Science (ENTCS)
ASE '08 Proceedings of the 2008 23rd IEEE/ACM International Conference on Automated Software Engineering
Improving automated requirements trace retrieval: a study of term-based enhancement methods
Empirical Software Engineering
Protocol-aware matching of web service interfaces for adapter development
Proceedings of the 19th international conference on World wide web
Automated identification of LTL patterns in natural language requirements
ISSRE'09 Proceedings of the 20th IEEE international conference on software reliability engineering
Software and Systems Modeling (SoSyM)
A study to support agile methods more effectively through traceability
Innovations in Systems and Software Engineering
How do we trace requirements: an initial study of analyst behavior in trace validation tasks
Proceedings of the 4th International Workshop on Cooperative and Human Aspects of Software Engineering
Experiences with text mining large collections of unstructured systems development artifacts at jpl
Proceedings of the 33rd International Conference on Software Engineering
A combination approach for enhancing automated traceability (NIER track)
Proceedings of the 33rd International Conference on Software Engineering
Requirements tracing: discovering related documents through artificial pheromones and term proximity
Proceedings of the 33rd International Conference on Software Engineering
Improving traceability link recovery methods through software artifact summarization
Proceedings of the 6th International Workshop on Traceability in Emerging Forms of Software Engineering
Towards a model of analyst effort for traceability research
Proceedings of the 6th International Workshop on Traceability in Emerging Forms of Software Engineering
Rank-based refactoring decision support: two studies
Innovations in Systems and Software Engineering
Evaluation of a conceptual model-based method for discovery of dependency links
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Fault links: exploring the relationship between module and fault types
EDCC'05 Proceedings of the 5th European conference on Dependable Computing
Empirical Software Engineering
Improving automated documentation to code traceability by combining retrieval techniques
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Controversy Corner: Towards automated traceability maintenance
Journal of Systems and Software
NLARE, a natural language processing tool for automatic requirements evaluation
Proceedings of the CUBE International Information Technology Conference
Mining textual requirements to assist architectural software design: a state of the art review
Artificial Intelligence Review
Information and Software Technology
A fuzzy traceability vector model for requirements validation
International Journal of Computer Applications in Technology
Enhancing software artefact traceability recovery processes with link count information
Information and Software Technology
Hi-index | 0.00 |
This paper presents an approach for improving requirements tracing based on framing it as an information retrieval (IR) problem. Specifically, we focus on improving recall and precision in order to reduce the number of missed traceability links as well as to reduce the number of irrelevant potential links that an analyst has to examine when performing requirements tracing. Several IR algorithms were adapted and implemented to address this problem. We evaluated our algorithms by comparing their results and performance to those of a senior analyst who traced manually as well as with an existing requirements tracing tool. Initial results suggest thatwe can retrieve a significantly higher percentage of the links than analysts, even when using existing tools, and do so in much less time while achieving comparable signal-to-noise levels.