A Text Categorization Approach to Automated Essay Grading

Automated Essay Scoring: A Cross-Disciplinary Perspective

Volumn , Issue , 2003, Pages 51-66

  Larkey, Leah S ^a   Croft, W Bruce ^a  

^a UNIVERSITY OF MASSACHUSETTS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85142594499     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.4324/9781410606860-13     Document Type: Chapter

References (34)

1. Bookstein, A., Chiaramella, Y., Salton, G., and Raghavan, V.V. (Eds.) (1991). Proceedings of the 14th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Chicago, IL: ACM Press.
2. Belkin, N.J., Ingwersen, P., and Leong, M.K. (Eds.) (2000). SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Athens, Greece: ACM Press.
3. Belkin, N.J., Ingwersen, P., and Pejtersen, A.M. (Eds.) (1992). Proceedings of the 15th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Copenhagen, Denmark: ACM Press.
4. Burstein, J., Kukich, K., Wolff, S., Lu, C., and Chodorow, M. (1998, April). Computer analysis of essay.s. Paper presented at the NCME Symposium on Automated Scoring, San Diego, CA.
5. Callan, J.P., Croft, W.B., and Broglio, J. (1995). TREC and TIPSTER experiments with INQUERY. Information Processing and Management, 31, 327-343.
6. Cooper, W.S. (1991). Some inconsistencies and misnomers in probabilistic information retrieval. Proceedings of the Fourteenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Chicago, IL, 57-61.
7. Croft, W.B., Harper, D.J., Kraft, D.H., and Zobel, J. (Eds.) (2001). Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. New Orleans, LA: ACM Press.
8. Croft, W.B., and van Rijsberger, C.J. (Eds.) (1994). Proceedings of the 17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Dublin, Ireland: ACM/Springer Press.
9. Duda, R O., and Hart, P.E. (1973). Pattern classification and scene analysis. New York: Wiley and Sons.
10. Fox, E.A., Ingerwersen, P., and Fidel, R. (Eds.) (1995). Proceedings of the 18b Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Seattle, WA:ACM Press.
11. Fuhr, N. (1989). Models for retrieval with probabilistic indexing. Information Processing and Management, 25, 55-72.
12. Frei, H.P., Harman, D., Schäble, and Wilkinson, R. (Eds.) (1996). Proceedings of the 19th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Zurich, Switzerland: ACM Press.
13. Korfhage, R., Rasmussen, E.M., and Willett, P. (Eds.) (1993). Proceedings of the 16th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Pittsburgh, PA: ACM.
14. Krovetz, R. (1993). Viewing morphology as an inference process. Proceedings of the Sixteenth Annual International ACM. SIGIR Conference on Research and Development in Information Retrieval, USA, 191-203.
15. Landauer, T., Laham, D., Render, B., and Schreiner, M. (1997). How well can passage meaning be derived without using word order? A comparison of latent semantic analysis and humans. Proceedings of the Nineteenth Annual Conference of the Cognitive Science Society (p. 412-417). Hillside, NJ: Lawrence Erlbaum Associates.
16. Landauer, T.K., Laham, D., and Foltz, P.W. (2000). The Intelligent Essay Assessor. IEEE Intelligent Systems, 15, 27-31.
17. Larkey, L.S. (1998). Automatic essay grading using text categorization techniques. Proceedings of the 21st Annual International SIGIR Conference on Research and Development in Information Retrieval, Melbourne, Australia, 90-95.
18. Larkey, L.S., and Croft, W.B. (1996). Combining classifiers in text categorization. Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Zurich, Switzerland, 289-298.
19. Lewis, D.D. (1992a). An Evaluation of Phrasal and Clustered Representations on a Text Categorization Task, Proceedings of the Fifteenth Annual International ACM. SIGIR Conference on Research and Development in Information Retrieval, Copenhagen, Denmark (pp. 37-50).
20. Lewis, D.D. (1992b). Representation and learning in information retrieval. Unpublished doctoral dissertation, University of Massachusetts. Amherst.
21. Lewis, D.D., Shapire, R.E., Callon, J.P., and Papka, R. (1996). Training algorithms for linear text classifiers. Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Zurich, Switzerland. 298-306.
22. Maron, M.E. (1961). Automatic indexing: An experimental inquiry. Journal of the Association for Computing Machinery, 8, 404-417.
23. Masand, B., Linoff, G., and Waltz, D. (1992). Classifying news stories using memory based reasoning. Proceedings of the Fifteenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Copenhagen, Denmark, 59-65.
24. McCallum, A., Rosenfeld, R., Mitchell, T.M., and Ng, A.Y. (1998). Improving text classification by shrinkage in a hierarchy of classes. In A.Danyluk (Ed.), Machine Learning: Proceedings of the Fifteenth International Conference on Machine Learning. San Francisco, CA: Morgan Kaufmann (pp. 359-367).
25. Miller, D.R.H., Leek, T., and Schwartz, R.M. (1999). A hidden markov model information retrieval system. Proceedings of SIGIR '99:22nd International Conference on Research and Development in Information Retrieval, USA, 214-221.
26. Mitchell, T.M. (1997). Machine learning. Boston: McGraw-Hill.
27. Page, E.B. (1994). Computer grading of student prose, using modern concepts and software, Journal of Experimental Education, 62(2), 127-142.
28. Ponte, J.M., and Croft, W.B. (1998). A language modeling approach to information retrieval. Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Melbourne, Australia, 275-281.
29. Robertson, S.E., and Walker, S. (1994). Some simple effective approximations to the 2-Poisson Model for probabilistic weighted retrieval. Proceedings of the Seventeenth Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval, Dublin, Ireland, 232-241.
30. Salton, G. (1989). Automatic text processing: The transformation, analysis, and retrieval of information by computer. Reading, MA: Addison-Wesley.
31. Stanfill, C., and Waltz, D. (1986). Toward memory-based reasoning. Communications of the ACM, 29(12), 1213-1228.
32. Turtle, H., and Croft, W.B. (1991). Evaluation of an inference network-based retrieval model. ACM Transactions on Information Systems, 9, 187-222.
33. van Rijsbergen, C.J. (1979). Information retrieval. London: Butterworths.
34. Yang, Y., and Chute, C.G. (1994). An Example-Based Mapping Method for Text Categorization and Retrieval. ACM Transactions on Information Systems, 12(3), 252-277.