Sentence-level attachment prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6107 LNCS, Issue , 2010, Pages 6-19

  Albakour, M Dyaa ^a,b   Kruschwitz, Udo ^a   Lucas, Simon ^a  

^a UNIVERSITY OF ESSEX   (United Kingdom)

^b Active Web Solutions Ltd   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BAG OF WORDS; COMMON INFORMATION; EMAIL MESSAGES; ENRON CORPUS; EXPERT JUDGEMENT; PREDICTION ALGORITHMS;

ALGORITHMS; ELECTRONIC MAIL; FORECASTING;

INFORMATION RETRIEVAL;

EID: 77954440420     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13084-7_2     Document Type: Conference Paper

References (20)

1. Albakour, M.-D., Kruschwitz, U., Blackwell, R., Lucas, S.: Managing collaboration projects with semantic email search. In: Proceedings of the WWW 2009 workshop on Semantic Search (April 2009)
2. Bennett, P.N., Carbonell, J.: Detecting action-items in e-mail. In: SIGIR 2005: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 585-586. ACM, New York (2005)
3. Callison-Burch, C.: Fast, cheap, and creative: Evaluating translation quality using Amazon's Mechanical Turk. In: Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 286-295. Association for Computational Linguistics (2009)
4. Carvalho, V.R., Cohen, W.W.: Improving "email speech acts" analysis via n-gram selection. In: ACTS 2009: Proceedings of the HLT-NAACL 2006Workshop on Analyzing Conversations in Text and Speech, pp. 35-41. Association for Computational Linguistics, Morristown (2006)
5. Dredze, M., Blitzer, J., Pereira, F.: sorry, i forgot the attachment: Email attachment prediction. In: CEAS (2006)
6. Dredze, M., Brooks, T., Carroll, J., Magarick, J., Blitzer, J., Pereira, F.: Intelligent email: reply and attachment prediction. In: IUI 2008: Proceedings of the 13th international conference on Intelligent user interfaces, pp. 321-324. ACM, New York (2008)
7. Fisher, D., Brush, A.J., Gleave, E., Smith, M.A.: Revisiting Whittaker & Sidner's "email overload" ten years later. In: CSCW 2006: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work, pp. 309-312. ACM, New York (2006)
8. Fleiss, J., Levin, B., Paik, M.C.: Statistical Methods for Rates and Proportions, 3rd edn. John Wiley and Sons Inc., Chichester (2003)
9. Forman, G.: An extensive empirical study of feature selection metrics for text classification. J. Mach. Learn. Res. 3, 1289-1305 (2003)
10. Khoo, A., Marom, Y., Albrecht, D.: Experiments with sentence classification. In: Proceedings of the 2006 Australasian Language Technology Workshop (ALTW 2006), pp. 18-25 (2006)
11. Klimt, B., Yang, Y.: The Enron Corpus: A New Dataset for Email Classification Research. In: Boulicaut, J.-F., Esposito, F., Giannotti, F., Pedreschi, D. (eds.) ECML 2004. LNCS (LNAI), vol. 3201, pp. 217-226. Springer, Heidelberg (2004)
12. Landis, J.R., Koch, G.G.: The measurement of observer agreement for categorical data. Biometrics 33(1), 159-174 (1977)
13. Little, G., Chilton, L.B., Goldman, M., Miller, R.C.: TurKit: tools for iterative tasks on Mechanical Turk. In: HCOMP 2009: Proceedings of the ACM SIGKDD Workshop on Human Computation, pp. 29-30. ACM, New York (2009)
14. Missen, M.M.S., Boughanem, M., Cabanac, G.: Challenges for sentence level opinion detection in blogs. In: ACIS-ICIS, pp. 347-351 (2009)
15. Singhal, A., Mitra, M., Buckley, C.: Learning routing queries in a query zone. SIGIR Forum 31(SI), 25-32 (1997)
16. Snow, R., O'Connor, B., Jurafsky, D., Ng, A.Y.: Cheap and Fast - But is it Good? Evaluating Non-Expert Annotations for Natural Language Tasks. In: Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, pp. 254-263. Association for Computational Linguistics (2008)
17. Whittaker, S., Sidner, C.: Email overload: exploring personal information management of email. In: CHI 1996: Proceedings of the SIGCHI conference on Human factors in computing systems, pp. 276-283. ACM, New York (1996)
18. Yang, Y., Pedersen, J.O.: A comparative study on feature selection in text categorization. In: Fisher, D.H. (ed.) Proceedings of ICML 1997, 14th International Conference on Machine Learning, Nashville, US, pp. 412-420. Morgan Kaufmann Publishers, San Francisco (1997)
19. Yeh, J.-Y.: Email thread reassembly using similarity matching. In: CEAS (2006)
20. Zheng, Z., Wu, X., Srihari, R.: Feature selection for text categorization on imbalanced data. SIGKDD Explor. Newsl. 6(1), 80-89 (2004)