CodeTopics: Which topic am I coding now?

Proceedings - International Conference on Software Engineering

Volumn , Issue , 2011, Pages 1034-1036

  Gethers, Malcom ^a   Savage, Trevor ^b   Di Penta, Massimiliano ^c   Oliveto, Rocco ^d   Poshyvanyk, Denys ^a   De Lucia, Andrea ^e  

^a The College of William and Mary   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

^c UNIVERSITY OF SANNIO   (Italy)

^d UNIVERSITY OF MOLISE   (Italy)

^e UNIVERSITY OF SALERNO   (Italy)

Author keywords

program comprehension; source code lexicon; traceability

Indexed keywords

PLUG-INS; PROGRAM COMPREHENSION; SOURCE CODES; TRACEABILITY;

SOFTWARE ENGINEERING;

EID: 79959864961     PISSN: 02705257     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1985793.1985988     Document Type: Conference Paper

References (9)

1. H. U. Asuncion, A. Asuncion, and R. N. Taylor. Software traceability with topic modeling. In ICSE'10, pages 95-104, 2010.
2. J. Chang and D. M. Blei. Hierarchical relational models for document networks. Annals of Applied Statistics, 2010.
3. A. De Lucia, M. Di Penta, and R. Oliveto. Improving source code lexicon via traceability and information retrieval. TSE, (to appear), 2011.
4. A. De Lucia, F. Fasano, R. Oliveto, and G. Tortora. Recovering traceability links in software artefact management systems using information retrieval methods. TOSEM, 16(4), 2007.
5. M. Gethers and D. Poshyvanyk. Using relational topic models to capture coupling among classes in object-oriented software systems. In ICSM'10, 2010.
6. D. Lawrie, H. Feild, and D. Binkley. Quantifying identifier quality: an analysis of trends. ESE Journal, 12(4):359-388, 2007. (Pubitemid 47115401)
7. Y. Liu, D. Poshyvanyk, R. Ferenc, T. Gyimóthy, and N. Chrisochoides. Modeling class cohesion as mixtures of latent topics. In ICSM'09, pages 233-242, 2009.
8. T. Savage, B. Dit, M. Gethers, and D. Poshyvanyk. Topicxp: Exploring topics in source code using latent dirichlet allocation. In ICSM'10, 2010.
9. A. Takang, P. Grubb, and R. Macredie. The effects of comments and identifier names on program comprehensibility: an experiential study. Journal of Program Languages, 4(3):143-167, 1996. (Pubitemid 126796637)