Simulating audiences automating analysis of values, attitudes, and sentiment

Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011

Volumn , Issue , 2011, Pages 734-737

  Templeton, Thomas Clay ^a   Fleischmann, Kenneth R ^a   Boyd Graber, Jordan ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

Crowdsourcing; Human values; Natural language processing

Indexed keywords

COMPUTATIONAL SOCIAL SCIENCE; CRITICAL DISCOURSE; CROWDSOURCING; DATA GATHERING; HUMAN VALUES; LINK VALUE; MANHATTANS; NATURAL LANGUAGE PROCESSING; POLICY MAKERS; REAL TIME; REFERENCE POINTS;

COMPUTATIONAL LINGUISTICS; LEARNING ALGORITHMS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84856170488     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PASSAT/SocialCom.2011.238     Document Type: Conference Paper

References (23)

1. B. Pang and L. Lee, "Opinion mining and sentiment analysis, " Foundations and Trends in Information Retrieval, vol. 2, pp. 1-135, 2008.
2. S. Kim and E. Hovy, "Automatic identification of pro and con reasons in online reviews, " in Proceedings of the COLING/ACL 2006, pp. 483- 490, 2006.
3. K. Krippendorf, Content Analysis: An Introduction to Its Methodology. Thousand Oaks, CA: Sage Publications, 2003.
4. R. Artstein and M. Poesio, "Inter-coder agreement for computational linguistics, " Computational Linguistics, vol. 34, pp. 555-596, 1992.
5. A.-S. Cheng and K. R. Fleischmann, "Developing a meta-inventory of human values, " in Proceedings of the 73rd Annual Meeting of the American Society for Information Science and Technology, 2010.
6. V. A. Braithwaite and W. A. Scott, "Values, " in Measures of Personality and Social Psychological Attitudes, J. P. Robinson, P. R. Shaver, and L. S. Wrightsman, Eds., Burlington, MA: Academic Press, 1991, pp. 661- 776.
7. S. H. Schwartz, "Value orientations: Measurement, antecedents, and consequences across nations, in Measuring Attitudes Cross-Nationally: Lessons from the European Social Survey, R. Jowell, C. Roberts, R. Fitzgerald, & G. Eva, Eds., Thousand Oaks, CA: Sage, 2007, pp. 169- 203.
8. H. Lasswell, "The structure and function of communication in society, " in The Communication of Ideas, L. Bryson, L., Ed., New York: Harper and Row, 1948.
9. C. E. Shannon and W. Weaver, The Mathematical Theory of Communication. Urbana: University of Illinois Press, 1949.
10. J. Berlo, The Process of Communication: An Introduction to Theory and Practice. New York, NY: Holt, Rinehart, and Winston, 1963.
11. C. Manning and H. Schutze, Foundations of Statistical Natural Language Processing. Cambridge: MIT Press, 1999.
12. S.H. Schwartz, "Are there universal aspects in the structure and content of human values?, " Journal of Social Issues, vol. 50, pp. 19-45, 1994.
13. W. R. Fisher, "Toward a logic of good reasons, " Quarterly Journal of Speech, vol. 64, pp. 376-384, 1978.
14. K. R. Wallace, "The substance of rhetoric: Good reasons, " in W. L. Benoit, D. Hample, and P. J. Benoit, Ed., Readings in Argumentation, Netherlands: Walter de Gruyter & Co, 2002, pp. 383-398.
15. S. Hitlin and J. A. Piliavin, "Values: Reviving a dormant concept, " Annual Review of Sociology, vol. 30, pp. 359-393, 2004. (Pubitemid 39146298)
16. M. Rokeach, The Nature of Human Values. New York: Free Press, 1973.
17. R. B. Cialdini, Influence: The Psychology of Persuasion. New York: Quill, 1993.
18. W. K. McGuire, "Input and output variables currently promising for constructing persuasive communications, " in Public Communication Campaigns, R. E. Rice, C. K. Atkin, Ed., Thousand Oaks, CA: Sage Publications, 2001, pp. 22-48.
19. T. Joachims, "Making large-Scale SVM Learning Practical, " in Advances in Kernel Methods - Support Vector Learning, B. Schölkopf and C. Burges and A. Smola, Eds., Cambrige, MA: MIT Press, 1999.
20. T. C. Templeton, K. R. Fleischmann, and J. Boyd-Graber, "Comparing values and sentiment using Mechanical Turk, " in Proceedings of the 2011 iConference, 2011.
21. T.C. Templeton, K. R. Fleischmann, and J. Boyd-Graber, "The Relationship between Human Values and Attitudes Toward the Park51 and Nuclear Controversies, " in Proceedings of the American Society for Information Science and Technology, 2011.
22. W.A. Gamson and A. Mogdigliani, "Media Discourse and Public Opinion, " The American Journal of Sociology, vol. 95, pp. 1-37.
23. D. Chong and J.N. Druckman, "Framing Theory, " Annual Review of Political Science, vol. 10, pp. 103-126.