Automatic Extraction of Social Networks from Literary Text: A Case Study on Alice in Wonderland

6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference

Volumn , Issue , 2013, Pages 1202-1208

  Agarwal, Apoorv ^a   Kotalwar, Anup ^b   Rambow, Owen ^c  

^a Department of Earth and Environmental Sciences   (United States)

^b MICROSOFT   (United States)

^c NONE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SUPPORT VECTOR MACHINES;

AUTOMATIC EXTRACTION; BASELINE SYSTEMS; CASE-STUDIES; EVENTS DETECTION; LITERARY TEXTS; NETWORK EXTRACTIONS; NEWS CORPORA; SOCIAL EVENTS; SUPPORT VECTORS MACHINE; TREE KERNELS;

EXTRACTION;

EID: 85121689023     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (35)

1. Apoorv Agarwal and Owen Rambow. 2010. Automatic detection and classification of social events. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, pages 1024–1034, Cambridge, MA, October. Association for Computational Linguistics.
2. Apoorv Agarwal, Owen C. Rambow, and Rebecca J. Passonneau. 2010. Annotation scheme for social network extraction from text. In Proceedings of the Fourth Linguistic Annotation Workshop.
3. Apoorv Agarwal, Augusto Corvalan, Jacob Jensen, and Owen Rambow. 2012. Social network analysis of alice in wonderland. In Proceedings of the NAACLHLT 2012 Workshop on Computational Linguistics for Literature, pages 88–96, Montréal, Canada, June. Association for Computational Linguistics.
4. Ron Bekkerman Aron Culotta and Andrew McCallum. 2004. Extracting social networks and contact information from email and the web. In First Conference on Email and Anti-Spam (CEAS).
5. A. Bavelas. 1948. A mathematical model for group structures. Human Organization, 7:16–30.
6. Stephen P. Borgatti and Rob Cross. 2003. A relational view of information seeking and learning in social networks. Management science.
7. U. Brandes, J. Raab, and D. Wagner. 2001. Exploratory network visualization: Simultaneous display of actor status and connections. Journal of Social Structure.
8. Rob Cross, Andrew Parker, and Laurence Prusak. 2001. Knowing what we know:-supporting knowledge creation and sharing in social networks. Organizational Dynamics.
9. David K. Elson, Nicholas Dames, and Kathleen R. McKeown. 2010. Extracting social networks from literary fiction. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 138–147.
10. Linton C. Freeman. 1979. Centrality in social networks conceptual clarification. Social Networks, 1 (3):215–239.
11. Zhou GuoDong, Su Jian, Zhang Jie, and Zhang Min. 2005. Exploring various knowledge in relation extraction. In Proceedings of 43th Annual Meeting of the Association for Computational Linguistics.
12. P. Hage and F. Harary. 1983. Structural models in anthropology. Cambridge University Press.
13. Ahmed Hassan, Amjad Abu-Jbara, and Dragomir Radev. 2012. Extracting signed social networks from text. In Workshop Proceedings of TextGraphs-7 on Graph-based Methods for Natural Language Processing, TextGraphs-7’12, pages 6–14, Stroudsburg, PA, USA. Association for Computational Linguistics.
14. Hua He, Denilson Barbosa, and Grzegorz Kondrak. 2013. Identification of speakers in novels. The 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013).
15. Hongyan Jing, Nanda Kambhatla, and Salim Roukos. 2007. Extracting social networks and biographical facts from conversational speech transcripts. 45th Annual Meeting of the Association of Computational Linguistics, Prague, Czech Republic.
16. J. C. Johnson. 1994. Anthropological contributions to the study of social networks: A review. Advances in social network analysis: Research in the social and behavioral sciences.
17. Daniel Huttenlocher Jure Leskovec and Jon Kleinberg. 2010. Signed networks in social media. In Proceedings of the 28th international conference on Human factors in computing systems.
18. Dan Klein and Christopher D. Manning. 2003. Accurate unlexicalized parsing. Proceedings of the 41st Meeting of the Association for Computational Linguistics, pages 423–430.
19. Bryan Klimt and Yiming Yang. 2004. Introducing the enron corpus. In proceedings of the First Conference on Email and Anti-Spam (CEAS).
20. D. Knoke. 1990. Political Networks: The structural perspective. Cambridge University Press.
21. Laura M. Koehly and Victoria A. Shivy. 1998. Social network analysis: A new methodology for counseling research. Journal of Counseling Psychology.
22. Franco Moretti. 2005. Graphs, Maps, Trees: Abstract Models for a Literary History. Verso.
23. Junichiro Mori, Takumi Tsujishita, Yutaka Matsuo, and Mitsuru Ishizuka. 2006. Extracting relations in social networks from the web using similarity between collective contexts. In The Semantic WebISWC 2006, pages 487–500. Springer.
24. Alessandro Moschitti. 2006a. Efficient convolution kernels for dependency and constituent syntactic trees. In Proceedings of the 17th European Conference on Machine Learning.
25. Alessandro Moschitti. 2006b. Making tree kernels practical for natural language learning. In Proceedings of European chapter of Association for Computational Linguistics.
26. Truc-Vien T. Nguyen, Alessandro Moschitti, and Giuseppe Riccardi. 2009. Convolution kernels on constituent, dependency and sequential structures for relation extraction. Conference on Empirical Methods in Natural Language Processing.
27. Ryan Rowe, German Creamer, Shlomo Hershkop, and Salvatore J Stolfo. 2007. Automated social hierarchy detection through email network analysis. Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis, pages 109–117.
28. R. Sanjek. 1974. What is social network analysis, and what it is good for? Reviews in Anthropology.
29. S. B. Seidman. 1985. Structural consequences of individual position in nondyadic social networks. Journal of Mathematical Psychology.
30. Marvin E. Shaw. 1954. Group structure and the behavior of individuals in small groups. The Journal of Psychology, 38(1):139–149.
31. Alfonso Shimbel. 1953. Structural parameters of communication networks. The bulletin of mathematical biophysics, 15(4):501–507.
32. Georg Simmel. 1950. The Sociology of Georg Simmel. The Free Press, New York.
33. Malcolm K. Sparrow. 1991. The application of network analysis to criminal intelligence: An assessment of the prospects. Social networks.
34. Jie Tang, Jing Zhang, Limin Yao, Juanzi Li, Li Zhang, and Zhong Su. 2008. Arnetminer: extraction and mining of academic social networks. In Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 990–998. ACM.
35. Noel M. Tichy, Michael L. Tushman, and Charles Fombrun. 1979. Social network analysis for organizations. Academy of Management Review, pages 507–519.