Overview of the author identification task at PAN 2014

CEUR Workshop Proceedings

Volumn 1180, Issue , 2014, Pages 877-897

  Stamatatos, Efstathios ^a   Daelemans, Walter ^b   Verhoeven, Ben ^b   Potthast, Martin ^c   Stein, Benno ^c   Juola, Patrick ^d   Sanchez Perez, Miguel A ^e   Barrón Cedeño, Alberto ^f  

^a UNIVERSITY OF THE AEGEAN   (Greece)

^b UNIVERSITY OF ANTWERP   (Belgium)

^c BAUHAUS UNIVERSITY WEIMAR   (Germany)

^d DUQUESNE UNIVERSITY   (United States)

^e INSTITUTO POLITÉCNICO NACIONAL   (Mexico)

^f UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTICAL EVALUATION; AUTHOR IDENTIFICATION; LANGUAGE INDEPENDENTS; NATURAL LANGUAGES; PERFORMANCE MEASURE; QUESTION ANSWERING TASK; QUESTIONED DOCUMENTS; STATISTICAL SIGNIFICANCE TEST;

COMPUTATIONAL LINGUISTICS;

EID: 84906750495     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (40)

1. S. Argamon and P. Juola. Overview of the International Authorship Identification Competition at PAN-2011. In V. Petras, P. Forner, P. D. Clough (eds.) CLEF Notebook Papers/Labs/Workshop, 2011.
2. M. W. Axelsson. USE-The Uppsala Student English Corpus: An instrument for needs analysis, ICAME Journal, 24:155-157, 2000.
3. L. Cappellato, N. Ferro, M. Halvey, and W. Kraaij (eds.). CLEF 2014 Labs and Workshops, Notebook Papers. CEUR Workshop Proceedings (CEUR-WS.org), ISSN 1613-0073, 2014.
4. E. Castillo, O. Cervantes, D. Vilariño, D. Pinto, and S. León. Unsupervised Method for the Authorship Identification Task - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
5. H. J. Escalante, M. Montes-y-Gómez and L. Villaseñor-Pineda. Particle Swarm Model Selection for Authorship Verification. In Proceedings of the 14th Iberoamerican Conference on Pattern Recognition, pages 563-570, 2009.
6. T. Fawcett. An Introduction to ROC Analysis. Pattern Recognition Letters, 27(8):861-874, 2006.
7. J. Fréry, C. Largeron, and M. Juganaru-Mathieu. UJM at CLEF in Author Identification - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
8. T. Gollub, M. Potthast, A. Beyer, M. Busse, F. Rangel, P. Rosso, E. Stamatatos, and B. Stein. Recent Trends in Digital Text Forensics and its Evaluation. In P. Forner, H. Müller, R. Paredes, P. Rosso, and B. Stein (eds), Information Access Evaluation meets Multilinguality, Multimodality, and Visualization. 4th International Conference of the CLEF Initiative, 2013.
9. O. Halvani and M. Steinebach. VEBAV - A Simple, Scalable and Fast Authorship Verification Scheme - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
10. S. Harvey. Author Verification Using PPM with Parts of Speech Tagging - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
11. M. Jankowska, V. Kešelj, and E. Milios. Proximity based One-class Classification with Common N-Gram Dissimilarity for Authorship Verification Task - Notebook for PAN at CLEF 2013. In P. Forner, R. Navigli, and D. Tufis (eds). CLEF 2013 Evaluation Labs and Workshop-Working Notes Papers, 2013.
12. M. Jankowska, V. Kešelj, and E. Milios. Ensembles of Proximity-Based One-Class Classifiers for Author Verification - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
13. P. Juola. Authorship Attribution. Foundations and Trends in IR, 1:234-334, 2008.
14. P. Juola. An Overview of the Traditional Authorship Attribution Subtask. In Proc. of CLEF'12, 2012.
15. P. Juola and E. Stamatatos. Overview of the Author Identification Task at PAN-2013. In P. Forner, R. Navigli, and D. Tufis (eds). CLEF 2013 Evaluation Labs and Workshop-Working Notes Papers, 2013.
16. M. Kestemont, K. Luyckx, W. Daelemans, and T. Crombez. Cross-Genre Authorship Verification Using Unmasking. English Studies, 93(3):340-356, 2012.
17. M. Khonji and Y. Iraqi. A Slightly-modified GI-based Author-verifier with Lots of Features (ASGALF) - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
18. M. Koppel, J. Schler, and S. Argamon. Authorship Attribution in the Wild. Language Resources and Evaluation, 45:83-94, 2011.
19. M. Koppel, J. Schler, and E. Bonchek-Dokow. Measuring Differentiability: Unmasking Pseudonymous Authors. Journal of Machine Learning Research, 8:1261-1276, 2007.
20. M. Koppel and Y. Winter. Determining if Two Documents are by the Same Author. Journal of the American Society for Information Science and Technology, 65(1):178-187, 2014.
21. R. Layton. A Simple Local n-gram Ensemble for Authorship Verification - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
22. K. Luyckx and W. Daelemans. Authorship Attribution and Verification with Many Authors and Limited Data. In Proceedings of the Twenty-Second International Conference on Computational Linguistics (COLING), pages 513-520, 2008.
23. C. Mayor, J. Gutierrez, A. Toledo, R. Martinez, P. Ledesma, G. Fuentes, and I. Meza. A Single Author Style Representation for the Author Verification Task - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
24. P. Modaresi and P. Gross. A Language Independent Author Verifier Using Fuzzy C-Means Clustering - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
25. E. Moreau, A. Jayapal, and C. Vogel. Author Verification: Exploring a Large set of Parameters using a Genetic Algorithm - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
26. E. W. Noreen. Computer Intensive Methods for Testing Hypotheses: An Introduction. Wiley, 1989.
27. A. Peñas and A. Rodrigo. A Simple Measure to Assess Nonresponse. In Proc. of the 49th Annual Meeting of the Association for Computational Linguistics, Vol. 1, pages 1415-1424, 2011.
28. F. Rangel, P. Rosso, M. Koppel, E. Stamatatos, and G. Inches. Overview of the Author Profiling Task at PAN 2013. In P. Forner, R. Navigli, and D. Tufis (eds.), Working Notes Papers of the CLEF 2013 Evaluation Labs, 2013.
29. Satyam, Anand, A. K. Dawn, and S. K. Saha. A Statistical Analysis Approach to Author Identification Using Latent Semantic Analysis - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
30. S. Seidman. Authorship Verification Using the Impostors Method - Notebook for PAN at CLEF 2013. In P. Forner, R. Navigli, and D. Tufis (eds). CLEF 2013 Evaluation Labs and Workshop-Working Notes Papers, 2013.
31. E. Stamatatos. A Survey of Modern Authorship Attribution Methods. Journal of the American Society for Information Science and Technology, 60:538-556, 2009.
32. E. Stamatatos, N. Fakotakis, and G. Kokkinakis. Automatic Text Categorization in Terms of Genre and Author. Computational Linguistics, 26(4):471-495, 2000.
33. C. Sanderson and S. Guenter. Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation. In Proceedings of the International Conference on Empirical Methods in Natural Language Processing, pages 482-491, 2006.
34. B. Stein, N. Lipka and S. Meyer Zu Eissen. Meta Analysis within Authorship Verification. In Proceedings of the 19th International Conference on Database and Expert Systems Applications, pages 34-39, 2008.
35. B. Stein, N. Lipka, and P. Prettenhofer. Intrinsic Plagiarism Analysis. Language Resources and Evaluation, 45, pages 63-82, 2011.
36. A. Vartapetiance and L. Gillam. A Trinity of Trials: Surrey's 2014 Attempts at Author Verification - Notebook for PAN at CLEF 2014. In Cappellato, et al. [3].
37. H. Van Halteren. Linguistic Profiling for Author Recognition and Verification. In Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics, 2004.
38. B. Verhoeven and W. Daelemans. CLiPS Stylometry Investigation (CSI) Corpus: A Dutch Corpus for the Detection of Age, Gender, Personality, Sentiment and Deception in Text. In Proc. of the 9th Int. Conf. on Language Resources and Evaluation (LREC), 2014.
39. A. Yeh. More Accurate Tests for the Statistical Significance of Result Differences. In Proceedings of the 18th Conference on Computational Linguistics, Volume 2, pages 947-953, 2000.
40. H. Zamani, H. Nasr, P. Babaie, S. Abnar, M. Dehghani, and A. Shakery. Authorship Identification Using Dynamic Selection of Features from Probabilistic Feature Set. In Proc. of the 5th International Conference of the CLEF Initiative, 2014.