Clustering by authorship within and across documents

CEUR Workshop Proceedings

Volumn 1609, Issue , 2016, Pages 691-715

  Stamatatos, Efstathios ^a   Tschuggnall, Michael ^b   Verhoeven, Ben ^c   Daelemans, Walter ^c   Specht, Gönther ^b   Stein, Benno ^d   Potthast, Martin ^d  

^a UNIVERSITY OF THE AEGEAN   (Greece)

^b UNIVERSITY OF INNSBRUCK   (Austria)

^c UNIVERSITY OF ANTWERP   (Belgium)

^d BAUHAUS UNIVERSITY WEIMAR   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AUTHORSHIP ATTRIBUTION; CLOSED SET; DIARIZATION; LABELED DATA; PLAGIARISM DETECTION;

EID: 84984839097     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (61)

1. Almishari, M., Tsudik, G.: Exploring linkability of user reviews. In: Computer Security, ESORICS 2012, pp. 307-324. Springer (2012)
2. Amigó, E., Gonzalo, J., Artiles, J., Verdejo, F.: A comparison of extrinsic clustering evaluation metrics based on formal constraints. Information Retrieval 12(4), 461-486 (2009)
3. Amigó, E., Gonzalo, J., Artiles, J., Verdejo, F.: A comparison of extrinsic clustering evaluation metrics based on formal constraints. Information retrieval 12(4), 461-486 (2009)
4. Augsten, N., Böhlen, M., Gamper, J.: The pq-Gram Distance between Ordered Labeled Trees. ACM Transactions on Database Systems (TODS) (2010)
5. Baayen, H., Van Halteren, H., Tweedie, F.: Outside the cave of shadows: Using syntactic annotation to enhance authorship attribution. Literary and Linguistic Computing 11(3), 121-132 (1996)
6. Bagnall, D.: Authorship Clustering Using Multi-headed Recurrent Neural Networks. In: CLEF 2016 Working Notes. CEUR Workshop Proceedings, CLEF and CEUR-WS.org (2016)
7. Choi, F.Y.: Advances in Domain Independent Linear Text Segmentation. In: Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference. pp. 26-33. Association for Computational Linguistics (2000)
8. Clarke, C.L., Craswell, N., Soboroff, I., Voorhees, E.M.: Overview of the TREC 2009 web track. Tech. rep., DTIC Document (2009)
9. Friedman, J.H.: Greedy function approximation: A gradient boosting machine. Annals of statistics pp. 1189-1232 (2001)
10. Giannella, C.: An improved algorithm for unsupervised decomposition of a multi-Author document. Technical Papers, The MITRE Corporation (February 2014)
11. Glover, A., Hirst, G.: Detecting stylistic inconsistencies in collaborative writing. In: The New Writing Environment, pp. 147-168. Springer (1996)
12. Gobeill, J.: Submission to the Author Clustering Task at PAN-2016. http://www.uni-weimar.de/medien/webis/events/pan-16 (2016), HES-SO
13. Gollub, T., Stein, B., Burrows, S.: Ousting Ivory Tower Research: Towards a Web Framework for Providing Experiments as a Service. In: Hersh, B., Callan, J., Maarek, Y., Sanderson, M. (eds.) 35th International ACM Conference on Research and Development in Information Retrieval (SIGIR 12). pp. 1125-1126. ACM (Aug 2012)
14. Graham, N., Hirst, G., Marthi, B.: Segmenting documents by stylistic character. Natural Language Engineering 11(04), 397-415 (2005)
15. Guthrie, D.: Unsupervised Detection of Anomalous Text. Ph.D. Thesis, University of Sheffield (2008)
16. Holmes, D.I.: The evolution of stylometry in humanities scholarship. Literary and Linguistic Computing 13(3), 111-117 (1998)
17. Holmes, D., Forsyth, R.: The federalist revisited: New directions in authorship attribution. Literary and Linguistic Computing 10(2), 111-127 (1995)
18. Iqbal, F., Binsalleeh, H., Fung, B.C.M., Debbabi, M.: Mining writeprints from anonymous e-mails for forensic investigation. Digital Investigation 7(1-2), 56-64 (2010)
19. Juola, P.: Authorship Attribution. Foundations and Trends in Information Retrieval 1, 234-334 (2008)
20. Keogh, E., Chu, S., Hart, D., Pazzani, M.: Segmenting time series: A survey and novel approach. Data mining in time series databases 57, 1-22 (2004)
21. Kestemont, M., Luyckx, K., Daelemans, W.: Intrinsic Plagiarism Detection Using Character Trigram Distance Scores. In: Notebook Papers of the 5th Evaluation Lab on Uncovering Plagiarism, Authorship and Social Software Misuse (PAN). Amsterdam, The Netherlands (September 2011)
22. Kocher, M.: UniNE at CLEF 2016: Author Clustering. In: CLEF 2016 Working Notes. CEUR Workshop Proceedings, CLEF and CEUR-WS.org (2016)
23. Koppel, M., Akiva, N., Dershowitz, I., Dershowitz, N.: Unsupervised decomposition of a document into authorial components. In: Lin, D., Matsumoto, Y., Mihalcea, R. (eds.) Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics. pp. 1356-1364 (2011)
24. Koppel, M., Schler, J., Argamon, S.: Computational methods in authorship attribution. Journal of the American Society for Information Science and Technology 60(1), 9-26 (2009)
25. Koppel, M., Winter, Y.: Determining if two documents are written by the same author. Journal of the American Society for Information Science and Technology 65(1), 178-187 (2014)
26. Kuttichira, D., Krishnan, K.G., Pooja, A., Kumar, M.A., Mahalakshmi, S.: Submission to the Author Clustering Task at PAN-2016. http://www.uni-weimar.de/medien/webis/events/pan-16 (2016), Amrita Vishwa Vidyapeetham
27. Kuznetsov, M., Motrenko, A., Kuznetsova, R., Strijov, V.: Methods for Intrinsic Plagiarism Detection and Author Diarization. In: Working Notes Papers of the CLEF 2016 Evaluation Labs. CEUR Workshop Proceedings, CLEF and CEUR-WS.org (Sep 2016)
28. Layton, R., Watters, P., Dazeley, R.: Automated unsupervised authorship analysis using evidence accumulation clustering. Natural Language Engineering 19, 95-120 (2013)
29. Layton, R., Watters, P., Dazeley, R.: Evaluating authorship distance methods using the positive silhouette coefficient. Natural Language Engineering 19, 517-535 (2013)
30. Luyckx, K., Daelemans, W., Vanhoutte, E.: Stylogenetics: Clustering based stylistic analysis of literary corpora. In: Workshop Toward Computational Models of Literary Analysis (2006)
31. Mansoorizadeh, M., Aminiyan, M., Rahguy, T., Eskandari, M.: Multi Feature Space Combination for Authorship Clustering. In: CLEF 2016 Working Notes. CEUR Workshop Proceedings, CLEF and CEUR-WS.org (2016)
32. Miro, X.A., Bozonnet, S., Evans, N., Fredouille, C., Friedland, G., Vinyals, O.: Speaker diarization: A review of recent research. Audio, Speech, and Language Processing, IEEE Transactions on 20(2), 356-370 (2012)
33. Niezgoda, S., Way, T.P.: Snitch: A software tool for detecting cut and paste plagiarism. In: Proceedings of the 37th Technical Symposium on Computer Science Education (SIGCSE). pp. 51-55. ACM, Houston, Texas, USA (March 2006)
34. Oberreuter, G., LHuillier, G., Ríos, S.A., Velásquez, J.D.: Approaches for Intrinsic and External Plagiarism Detection. In: Notebook Papers of the 5th Evaluation Lab on Uncovering Plagiarism, Authorship and Social Software Misuse (PAN). Amsterdam, The Netherlands (September 2011)
35. Ponte, J.M., Croft, W.B.: Text Segmentation by Topic. In: Research and Advanced Technology for Digital Libraries, pp. 113-125. Springer (1997)
36. Potthast, M., Barrón-Cedeño, A., Eiselt, A., Stein, B., Rosso, P.: Overview of the 2nd International Competition on Plagiarism Detection. In: Braschler, M., Harman, D., Pianta, E. (eds.) Working Notes Papers of the CLEF 2010 Evaluation Labs (Sep 2010), http://www.clef-initiative.eu/publication/working-notes
37. Potthast, M., Eiselt, A., Barrón-Cedeño, A., Stein, B., Rosso, P.: Overview of the 3rd International Competition on Plagiarism Detection. In: Notebook Papers of the 5th Evaluation Lab on Uncovering Plagiarism, Authorship and Social Software Misuse (PAN). Amsterdam, The Netherlands (September 2011)
38. Potthast, M., Gollub, T., Hagen, M., Kiesel, J., Michel, M., Oberländer, A., Tippmann, M., Barrón-Cedeno, A., Gupta, P., Rosso, P., et al.: Overview of the 5th international competition on plagiarism detection. In: Notebook Papers of the 9th Evaluation Lab on Uncovering Plagiarism, Authorship and Social Software Misuse (PAN). Valencia, Spain (September 2013)
39. Potthast, M., Gollub, T., Rangel, F., Rosso, P., Stamatatos, E., Stein, B.: Improving the Reproducibility of PANs Shared Tasks: Plagiarism Detection, Author Identification, and Author Profiling. In: Kanoulas, E., Lupu, M., Clough, P., Sanderson, M., Hall, M., Hanbury, A., Toms, E. (eds.) Information Access Evaluation meets Multilinguality, Multimodality, and Visualization. 5th International Conference of the CLEF Initiative (CLEF 14). pp. 268-299. Springer, Berlin Heidelberg New York (Sep 2014)
40. Potthast, M., Hagen, M., Stein, B., Graßegger, J., Michel, M., Tippmann, M., Welsch, C.: ChatNoir: A Search Engine for the ClueWeb09 Corpus. In: Hersh, B., Callan, J., Maarek, Y., Sanderson, M. (eds.) 35th International ACM Conference on Research and Development in Information Retrieval (SIGIR 12). p. 1004. ACM (Aug 2012)
41. Potthast, M., Hagen, M., Völske, M., Stein, B.: Crowdsourcing Interaction Logs to Understand Text Reuse from the Web. In: Fung, P., Poesio, M. (eds.) Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 13). pp. 1212-1221. Association for Computational Linguistics (Aug 2013), http://www.aclweb.org/anthology/P13-1119
42. Potthast, M., Stein, B., Barrón-Cedeño, A., Rosso, P.: An evaluation framework for plagiarism detection. In: Proceedings of the 23rd international conference on computational linguistics: Posters. pp. 997-1005. Association for Computational Linguistics (2010)
43. Potthast, M., Stein, B., Eiselt, A., Barrón-Cedeño, A., Rosso, P.: Overview of the 1st International Competition on Plagiarism Detection. In: Stein, B., Rosso, P., Stamatatos, E., Koppel, M., Agirre, E. (eds.) SEPLN 09 Workshop on Uncovering Plagiarism, Authorship, and Social Software Misuse (PAN 09). pp. 1-9. CEUR-WS.org (Sep 2009), http://ceur-ws.org/Vol-502
44. Reynar, J.C.: Topic segmentation: Algorithms and applications. IRCS Technical Reports Series p. 66 (1998)
45. Reynar, J.C.: Statistical Models for Topic Segmentation. In: Proc. of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics. pp. 357-364 (1999)
46. Samdani, R., Chang, K.W., Roth, D.: A discriminative latent variable model for online clustering. In: Proceedings of The 31st International Conference on Machine Learning. pp. 1-9 (2014)
47. Sari, Y., Stevenson, M.: Exploring Word Embeddings and Character N-Grams for Author Clustering. In: CLEF 2016 Working Notes. CEUR Workshop Proceedings, CLEF and CEUR-WS.org (2016)
48. Sittar, A., Iqbal, R., Nawab, A.: Author Diarization Using Cluster-Distance Approach. In: Working Notes Papers of the CLEF 2016 Evaluation Labs. CEUR Workshop Proceedings, CLEF and CEUR-WS.org (Sep 2016)
49. Stamatatos, E.: A Survey of Modern Authorship Attribution Methods. Journal of the American Society for Information Science and Technology 60, 538-556 (2009)
50. Stamatatos, E.: Intrinsic Plagiarism Detection Using Character n-gram Profiles. In: Notebook Papers of the 5th Evaluation Lab on Uncovering Plagiarism, Authorship and Social Software Misuse (PAN). Amsterdam, The Netherlands (September 2011)
51. Stamatatos, E., Daelemans, W., Verhoeven, B., Juola, P., López-López, A., Potthast, M., Stein, B.: Overview of the author identification task at PAN 2015. In: Working Notes of CLEF 2015-Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015. (2015)
52. Stamatatos, E., Daelemans, W., Verhoeven, B., Stein, B., Potthast, M., Juola, P., Sánchez-Pérez, M.A., Barrón-Cedeño, A.: Overview of the author identification task at PAN 2014. In: Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014. pp. 877-897 (2014)
53. Stein, B., Lipka, N., Prettenhofer, P.: Intrinsic plagiarism analysis. Language Resources and Evaluation 45(1), 63-82 (2011)
54. Tschuggnall, M., Specht, G.: Countering Plagiarism by Exposing Irregularities in Authors Grammar. In: Proceedings of the European Intelligence and Security Informatics Conference (EISIC). pp. 15-22. IEEE, Uppsala, Sweden (August 2013)
55. Tschuggnall, M., Specht, G.: Detecting Plagiarism in Text Documents Through Grammar-Analysis of Authors. In: Proceedings of the 15th Fachtagung des GI-Fachbereichs Datenbanksysteme för Business, Technologie und Web (BTW). pp. 241-259. LNI, GI, Magdeburg, Germany (March 2013)
56. Tschuggnall, M., Specht, G.: Using Grammar-Profiles to Intrinsically Expose Plagiarism in Text Documents. In: Proc. of the 18th Conf. of Natural Language Processing and Information Systems (NLDB). pp. 297-302 (2013)
57. Tschuggnall, M., Specht, G.: Automatic decomposition of multi-Author documents using grammar analysis. In: Proceedings of the 26th GI-Workshop on Grundlagen von Datenbanken. CEUR-WS, Bozen, Italy (October 2014)
58. Vartapetiance, A., Gillam, L.: A Big Increase in Known Unknowns: from Author Verification to Author Clustering. In: CLEF 2016 Working Notes. CEUR Workshop Proceedings, CLEF and CEUR-WS.org (2016)
59. Verhoeven, B., Daelemans, W.: Clips stylometry investigation (csi) corpus: A Dutch corpus for the detection of age, gender, personality, sentiment and deception in text. In: Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC 2014). Reykjavik, Iceland (2014)
60. Zheng, R., Li, J., Chen, H., Huang, Z.: A framework for authorship identification of online messages: Writing-style features and classification techniques. Journal of the American Society for Information Science and Technology 57(3), 378-393 (2006)
61. Zmiycharov, V., Alexandrov, D., Georgiev, H., Nakov, P., Kiprov, Y., Georgiev, G., Koychev, I.: Authorship-link Ranking and Complete Author Clustering. In: CLEF 2016 Working Notes. CEUR Workshop Proceedings, CLEF and CEUR-WS.org (2016)