Automatic labeling of software requirements clusters

2012 4th International Workshop on Search-Driven Development: Users, Infrastructure, Tools, and Evaluation, SUITE 2012 - Proceedings

Volumn , Issue , 2012, Pages 17-20

  Niu, Nan ^a   Reddivari, Sandeep ^a   Mahmoud, Anas ^a   Bhowmik, Tanmay ^a   Xu, Songhua ^b  

^a MISSISSIPPI STATE UNIVERSITY   (United States)

^b OAK RIDGE NATIONAL LABORATORY   (United States)

Author keywords

clustering; labeling; requirements; software reuse

Indexed keywords

AUTOMATED METHODS; AUTOMATIC LABELING; CLUSTER LABELING; CLUSTERING; HUMAN JUDGMENTS; HYBRID METHOD; REQUIREMENTS; SOFTWARE PROJECT; SOFTWARE REQUIREMENTS;

AUTOMATION; LABELING;

COMPUTER SOFTWARE REUSABILITY;

EID: 84864349237     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SUITE.2012.6225472     Document Type: Conference Paper

References (29)

1. R. Holmes and R. J. Walker, "Supporting the investigation and planning of pragmatic reuse tasks," in ICSE, 2007, pp. 447-457.
2. L. Heinemann and B. Hummel, "Recommending API methods based on identifier contexts," in SUITE, 2011, pp. 1-4.
3. S. Bhatia, S. Tuarob, P. Mitra, and C. L. Giles, "An algorithm search engine for software developers," in SUITE, 2011, pp. 13-16.
4. O. Panchenko, H. Plattner, and A. Zeier, "What do developers search for in source code and why," in SUITE, 2011, pp. 33-36.
5. E. Hill et al., "Investigating how to effectively combine static concern location techniques," in SUITE, 2011, pp. 37-40.
6. A. Mahmoud and N. Niu, "An experimental investigation of reusable requirements retrieval," in IRI, 2010, pp. 330-335.
7. B. Bislimovska et al., "Content-based search of model repositories with graph matching techniques," in SUITE, 2011, pp. 5-8.
8. M. Gethers et al., "CodeTopics: which topic am I coding now?" in ICSE, 2011, pp. 1034-1036.
9. C. W. Krueger, "Software reuse," ACM Comput. Surv., vol. 28(2), pp. 131-183, 1992.
10. J. L. Cybulski et al., "Reuse of early life-cycle artifacts: workproducts, method and tools," Annals of SE, vol. 5(1), pp. 227-251, 1998.
11. C. D. Manning, P. Raghavan, and H. Schtze, An Introduction to Information Retrieval. Cambridge University Press, 2008.
12. K. Chen et al., "An approach to constructing feature models based on requirements clustering," in RE, 2005, pp. 31-40.
13. N. Niu and S. Easterbrook, "On-demand cluster analysis for product line functional requirements," in SPLC, 2008, pp. 87-96.
14. C. Duan and J. Cleland-Huang, "Clustering support for automated tracing," in ASE, 2007, pp. 244-253.
15. Z. Li et al., "Does requirements clustering lead to modular design?" in REFSQ, 2009, pp. 233-239.
16. A. Mahmoud and N. Niu, "Source code indexing for automated tracing," in TEFSE, 2011, pp. 3-9.
17. P. Treeratpituk and J. Callan, "Automatically labeling hierarchical clusters," in Int'l Conf. Digital Govern. Research, 2006, pp. 167-176.
18. P. Tonella, F. Ricca, E. Pianta, and C. Girardi, "Using keyword extraction for web site clustering," in WSE, 2003, pp. 41-48.
19. O. Maqbool and H. A. Babri, "Interpreting clustering results through cluster labeling," in ICET, 2005, pp. 429-434.
20. F. Siddique and O. Maqbool, "Analyzing term weighting schemes for labeling software clusters," in CSMR, 2011, pp. 85-88.
21. A. Popescul and L. H. Ungar, "Automatic labeling of document clusters," (unpublished manuscript), 2000.
22. F. Geraci, M. Pellegrini, M. Maggini, and F. Sebastiani, "Cluster generation and labeling for web snippets: a fast, accurate hierarchical solution," Internet Mathematics, vol. 3(4), pp. 413-443, 2007.
23. A. Kuhn, S. Ducasse, and T. Gîrba, "Semantic clustering: identifying topics in source code," IST, vol. 49(3), pp. 230-243, 2007.
24. O. Maqbool and H. A. Babri, "Automated software clustering: an insight using cluster labels," JSS, vol. 79(11), pp. 1632-1648, 2006.
25. -, "Hierarchical clustering for software architecture recovery," TSE, vol. 33(11), pp. 759-780, 2007.
26. R. K. Yin, Case Study Research: Design and Methods. Sage Publications, 2003.
27. A. Mahmoud and N. Niu, "Using semantics-enabled information retrieval in requirements tracing," in COMPSAC, 2010, pp. 246-247.
28. S. Haiduc et al., "On the use of automated text summarization techniques for summarizing source code," in WCRE, 2010, pp. 35-44.
29. S. Xu et al., "Keyword extraction and headline generation using novel word features," in AAAI, 2010, pp. 1461-1466.