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Towards a benchmark for traceability

Eya Ben Charrada, David Caspar, Cédric Jeanneret, Martin Glinz
2011 Proceedings of the 12th international workshop and the 7th annual ERCIM workshop on Principles on software evolution and software evolution - IWPSE-EVOL '11  
As a proof of concept we used the benchmark to evaluate the precision and recall of a link generation technique based on the vector space model.  ...  As a proof of concept we used the benchmark to evaluate the precision and recall of a link generation technique based on the vector space model.  ...  To evaluate the effectiveness of traceability approaches, we use two classical measures that have been extensively used to evaluate IR based approaches: precision and recall.  ... 
doi:10.1145/2024445.2024451 dblp:conf/iwpse/CharradaCJG11 fatcat:bb5ou6glzfd25kp4jb5optpule

Towards automated traceability maintenance

Patrick Mäder, Orlena Gotel
2012 Journal of Systems and Software  
To ensure that the anticipated benefits of these tasks can be realized, it is necessary to have an up-to-date set of traceability relations between the established artifacts.  ...  Furthermore, the goal also requires the maintenance of traceability relations over time as the software system evolves in order to prevent their decay.  ...  Furthermore, the authors would also like to thank the anonymous reviewers of an earlier version of this paper for their useful suggestions for improving the final paper.  ... 
doi:10.1016/j.jss.2011.10.023 pmid:23471308 pmcid:PMC3587459 fatcat:vvlw6jsy7rdfpjjwkezmo5qknq

A Visual Traceability Modeling Language [chapter]

Patrick Mäder, Jane Cleland-Huang
2010 Lecture Notes in Computer Science  
The approach has been demonstrated through a prototype system and and evaluated through a preliminary experiment to evaluate the expressiveness and readability of VTML in comparison to generic SQL queries  ...  Unfortunately, development tools provide only limited support for traceability, and as a result users often construct trace queries using generic query languages which require intensive knowledge of the  ...  Construct Validity Our experiment aimed at evaluating the understandability and the ease of use of our visual notation compared to existing techniques.  ... 
doi:10.1007/978-3-642-16145-2_16 fatcat:4a7hdbbu6bfkvhs27vuhjuuwai

Factors Impacting the Inputs of Traceability Recovery Approaches [chapter]

Nasir Ali, Yann-Gaël Guéhéneuc, Giuliano Antoniol
2011 Software and Systems Traceability  
We use the effort, number of correct answers, and time to measure the effect of expert's programming knowledge on traceability recovery.  ...  To the best of our knowledge, all traceability recovery approaches have low precision and recall.  ...  They used a IR-based traceability approach to build links between source code and high-level documents.  ... 
doi:10.1007/978-1-4471-2239-5_5 fatcat:z4amw2sh25entmamhd443avl3q

Trust-Based Requirements Traceability

Nasir Ali, Yann-Gaël Gueheneuc, Giuliano Antoniol
2011 2011 IEEE 19th International Conference on Program Comprehension  
of traceability links, which rankings are then re-evaluated using a set of other traceability recovery approaches.  ...  We apply Trustrace VSM, Histrace on two case studies to compare its traceability links with those recovered using only the VSM-based approach, in terms of precision and recall.  ...  based on IR techniques.  ... 
doi:10.1109/icpc.2011.42 dblp:conf/iwpc/AliGA11 fatcat:cubpo3mrfrfxbhzioqpoeqrzwu

Traceability of environmental chemical measurements

Ph. Quevauviller
2004 TrAC. Trends in analytical chemistry  
The concept of traceability implies that measurement data are linked to stated references through an unbroken chain of comparisons, all with stated uncertainties.  ...  reference materials) to which chemical environmental data may be linked  ...  could not be evaluated using stabilised RMs.  ... 
doi:10.1016/s0165-9936(04)00314-0 fatcat:ndemhozo75d4lhbakpnpl57ebu

Supporting requirements traceability through refactoring

Anas Mahmoud, Nan Niu
2013 2013 21st IEEE International Requirements Engineering Conference (RE)  
Modern traceability tools employ information retrieval (IR) methods to generate candidate traceability links.  ...  We conduct our experimental analysis using three datasets from different application domains. Results show that restoring textual information in the system has a positive impact on tracing.  ...  ACKNOWLEDGMENT We would like to thank the partner company for the generous support of our research. This work is supported in part by the U.S. NSF (National Science Foundation) Grant CCF1238336.  ... 
doi:10.1109/re.2013.6636703 dblp:conf/re/MahmoudN13 fatcat:2jk2iyb26ndydgor7kc6o6aoxq

Olive Oil Traceability [chapter]

Enzo Perri, Cinzia Benincasa, Innocenzo Muzzalupo
2012 Olive Germplasm - The Olive Cultivation, Table Olive and Olive Oil Industry in Italy  
Italian Ministry of Agriculture, Food and Forestry through the project GERMOLI "Salvaguardia e valorizzazione del GERMoplasma OLIvicolo delle collezioni del CRA-OLI" Authentication of Virgin Olive Oil using  ...  The brain then interprets these signals and makes a judgment and/or classification to identify the substance consumed, based in part, on previous experiences or neural network pattern recognition.  ...  to consumer (from farm to fork), and to include a evaluation of analytical methods useful in ascertaining what is claimed on the label, in according to the Regulation (CE) 178/2002.  ... 
doi:10.5772/51796 fatcat:spnmdehkare7fbrqngktxubimm

Software traceability with topic modeling

Hazeline U. Asuncion, Arthur U. Asuncion, Richard N. Taylor
2010 Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - ICSE '10  
We propose an automated technique that combines traceability with a machine learning technique known as topic modeling.  ...  To test our approach, we have implemented several tools: an artifact search tool combining keyword-based search and topic modeling, a recording tool that performs prospective traceability, and a visualization  ...  Hendrickson for evaluating the captured links rendered in the visualization tool.  ... 
doi:10.1145/1806799.1806817 dblp:conf/icse/AsuncionAT10 fatcat:m4trcajon5c5hafhdmjqdckx64

Factors influencing requirements traceability practice

Balasubramaniam Ramesh
1998 Communications of the ACM  
The actions on adoption and use of traceability lead to the various outcomes and experiences from the key participants in the process (for example, sponsors, managers, and developers).  ...  Adopting and Using Traceability Develop methods. Low-end users "lack a formal methodology" for traceability practice. Their goals, however, can be met by simple traceability techniques.  ...  Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage  ... 
doi:10.1145/290133.290147 fatcat:n7jehqaeqngpxcffpxp4mxkk6a

Metrological timelines in traceability

C.D. Ehrlich, S.D. Rasberry
1998 Journal of Research of the National Institute of Standards and Technology  
Such standards are usually national or international standards, and the comparisons used to provide the traceability must have well-understood uncertainties.  ...  It is becoming common to hear the term "equivalence" used to describe these more complex measurement relationships.  ...  Taylor for their useful comments concerning this paper.  ... 
doi:10.6028/jres.103.005 pmid:28009372 pmcid:PMC4891962 fatcat:6mbsb5qvubfivlmexkhlyrmqau

Metrological timelines in traceability

C D Ehrlich, S D Rasberry
1997 Metrologia  
Such standards are usually national or international standards, and the comparisons used to provide the traceability must have well-understood uncertainties.  ...  It is becoming common to hear the term "equivalence" used to describe these more complex measurement relationships.  ...  Taylor for their useful comments concerning this paper.  ... 
doi:10.1088/0026-1394/34/6/6 fatcat:wmh3arfy4fesvm5p2nbtdoizry

Software traceability: trends and future directions

Jane Cleland-Huang, Orlena C. Z. Gotel, Jane Huffman Hayes, Patrick Mäder, Andrea Zisman
2014 Proceedings of the on Future of Software Engineering - FOSE 2014  
capable of semi-automating the trace creation and maintenance process, developing new trace query languages and visualization techniques that use trace links, and applying traceability in specific domains  ...  In this paper, we build upon a prior body of work to highlight the state-of-the-art in software traceability, and to present compelling areas of research that need to be addressed.  ...  Future automated trace retrieval techniques need to similarly understand the concepts of the domain and be able to connect terms via a mental concept map.  ... 
doi:10.1145/2593882.2593891 dblp:conf/icse/Cleland-HuangGHMZ14 fatcat:mxsvacsro5a6piw2uiif7juepm

A semantic relatedness approach for traceability link recovery

Anas Mahmoud, Nan Niu, Songhua Xu
2012 2012 20th IEEE International Conference on Program Comprehension (ICPC)  
Human analysts working with automated tracing tools need to directly vet candidate traceability links in order to determine the true traceability information.  ...  We evaluated our approach using three datasets from different application domains, and assessed the tracing results via six different performance measures concerning both result quality and browsability  ...  Extensive empirical studies have been conducted to evaluate the effectiveness of different IR-based automated tracing techniques.  ... 
doi:10.1109/icpc.2012.6240487 dblp:conf/iwpc/MahmoudNX12 fatcat:rw6hkt3ubzdvvfdt7bysmq6zdq

Da.Ma.Tra: Material Traceability Database [chapter]

Ilaria Oberti, Ingrid Paoletti
2019 Built Heritage: Monitoring Conservation Management  
The project's attention to new materials has a specific focus on the use of bio-based materials and agricultural waste in construction.  ...  The purpose of the project is to build a web-based digital platform prototype that can handle the constructive traceability of materials for civil buildings.  ...  system of the use of these new materials and technologies useful to evaluate their functional-energy value from the moment they are installed.  ... 
doi:10.1007/978-3-030-33570-0_8 fatcat:nzyn3nnnpnd4no4d7cjhdxp2oa
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