Inferring use cases from unit testing

AAAI Workshop - Technical Report

Volumn WS-06-05, Issue , 2006, Pages 75-81

  Spacco, Jaime ^a   Winters, Titus ^b   Payne, Tom ^b  

^a UNIVERSITY OF MARYLAND   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERS; MARMOSET SYSTEM; SCORE MATRICES; STUDENT CODE;

ALGORITHMS; CODES (SYMBOLS); COMPUTER PROGRAMMING; DATA ACQUISITION; PARAMETER ESTIMATION; STUDENTS;

MATRIX ALGEBRA;

EID: 33846023742     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. Agrawal, R.; Imielinkski, T.; and Swami, A. 1993. Mining association rules between sets of items in large databases. Proceedings of the 20th VLDB Conference 207-216.
2. Barnes, T. 2005. The q-matrix method: Mining student response data for knowledge. In Beck, J., ed., American Association for Artificial Intelligence 2005 Workshop on Educational Datamining.
3. Cattell, R. B. 1966. The scree test for the number of factors. Multivariate Behavior Research 1:245-276.
4. Defays, D. 1977. An efficient algorithm for a complete link method. The Computer Journal 20(4):364-366.
5. Eclipse.org main page, http://www.eclipse.org.
6. Fischer, L, and Poland, J. 2005. Amplifying the block matrix structure for spectral clustering. In van Otterlo, M.; Poel, M.; and Nijholt, A., eds., Proceedings of the 14th Annual Machine Conference of Belgium and the Netherlands, 21-28.
7. Gruener, W. B., and Graziano, S. M. 1978. A study of the first course in computers. In SIGCSE '78: Proceedings of the ninth SIGCSE technical symposium on Computer science education, 100-107. New York, NY, USA: ACM Press.
8. Hovemeyer, D.; Spacco, J.; and Pugh, B. 2005. Evaluating and tuning a static analysis to find null pointer bugs. Lisbon, Portugal: ACM.
9. Hyvärinen, A. 1999. Fast and robust fixed-point algorithms for independent component analysis. IEEE Transactions on Neural Networks 10(3):626-634.
10. Lee, D. D., and Seung, H. S. 2001. Algorithms for nonnegative matrix factorization. In NIPS, 556-562.
11. MacQueen, J. B. 1967. Some methods for classification and analysis of multivariate observations. In Proceedings of 5th Berkely Symposium on Mathematical Statistics and Probability, 281-297. University of California Press.
12. McCracken, M.; Almstrum, V.; Diaz, D.; Guzdial, M.; Hagan, D.; Kolikant, Y. B.-D.; Laxer, C.; Thomas, L.; Utting, L.; and Wilusz, T. 2001. A multi-national, multi-institutional study of assessment of programming skills of first-year cs students. In ACM SIGCSE Bulletin, volume 33, 125-140.
13. Nash, J. C. 1990. The singular-value decomposition and its use to solve least-squares problems. In Hilger, A., ed., Compact Numerical Methods for Computers: Linear Algebra and Function Minimisation, 2nd ed, 30-48.
14. Patterson, A.; Kölling, M.; and Rosenberg, J. 2003. Introducing unit testing with bluej. In Proceedings of the Information Technology in Computer Science Education Conference.
15. Sibson, R. 1973. Slink: An optimally efficient algorithm for the single link cluster methods. The Computer Journal 16(1):30-34.
16. Sokal, R. R., and Michener, C. D. 1958. Statistical method for evaluating systematic relationships. University of Kansas science bulletin 38:1409-1438.
17. Spacco, J.; Strecker, J.; Hovemeyer, D.; and Pugh, W. 2005. Software repository mining with Marmoset: An automated programming project snapshot and testing system. In Proceedings of the Mining Software Repositories Workshop (MSR 2005).
18. Spacco, J.; Hovemeyer, D.; Pugh, W.; Hollingsworth, J.; Padua-Perez, N.; and Emad, F. 2006. Experiences with marmoset: Designing and using an advanced submission and testing system for programming courses. In ITiCSE '06: Proceedings of the 11th annual conference on Innovation and technology in computer science education. ACM Press.
19. Spacco, J.; Hovemeyer, D.; and Pugh, W. 2004. An eclipse-based course project snapshot and submission system. In 3rd Eclipse Technology Exchange Workshop (eTX).
20. Winters, T., and Payne, T. 2005. What do students know? In Proceedings of ICER 05.
21. Winters, T.; Shelton, C. R.; Payne, T.; and Mei, G. 2005. Topic extraction from item-level grades. In Beck, J., ed., American Association for Artificial Intelligence 2005 Workshop on Educational Datamining.