Joint Workshop on Social Dynamics and Personal Attributes in Social Media

Abstract

Detection of fine-grained opinions and beliefs holds promise for improved social media analysis for social science research, business intelligence, and government decision-makers. While commercial applications focus on mapping landscapes of opinions towards brands and products, our goal is to map “sociostructural” landscapes of perceptions of social groups. In this work, we focus on the detection of views of social group status differences. We report an analysis of methods for detecting views of the legitimacy of income inequality in the U.S. from online discussions, and demonstrate detection rates competitive with results from similar tasks such as debate stance classification.

Cite this paper

@inproceedings{Oh2014JointWO, title={Joint Workshop on Social Dynamics and Personal Attributes in Social Media}, author={Alice H. Oh and Benjamin Van Durme and Korea and David Yarowsky and Abigail C Jacobs and Alan Ritter and Alejandro Jaimes and Yahoo Research and Alessandro Moschitti and Ari Rappaport and Daniel Romero and Dong Nguyen and Eugene Kharitonov and Russia Francisco Yandex and Iacobelli and Gideon Dror and Margaret Mitchell and Michael Gamon and Michael Paul and Pavel Braslavski and Russia Pavel Konturlabs and Sergyukov and Russia Philip Yandex and Resnik and Rebecca Knowles and Roy Schwartz and Yael Dahan Netzer and Ben Gurion University and Israel Yoav Goldberg and Yu-Ru Lin and Derek Ruths and Henry A. Kautz and Hanna M. Wallach and Umass Amherst and Jacob Eisenstein and Georgia Tech and Cristian Danescu-Niculescu-Mizil and Lydia Manikonda and Heather Pon-Barry and Subbarao Kambhampati and Eric B. Hekler and David W Mcdon and Shaobin Xu and Dennis J. Smith and A. Mullen and Tony Ryan and Tomer Cagan and Stefan L. Frank and Yu Wang and Tom Clark and Jeffrey Staton and Eugene Agichtein and Friday and Brian Riordan and Heather Wade and Afzal Upal and Ehsan Mohammady and Aron Culotta and David W. McDonald and Julie Qiaojin Lin and Ying Ding and Jing Jiang and Qiming Diao and JinYeong Bak and Chin-Yew Lin and Ryan Cordell and Reut Tsarfaty and Vinodkumar Prabhakaran and Ashima Arora and Owen Rambow and Oren Tsur and Dan Calacci and David Lazer and Lalindra De Silva and Ellen Riloff and Dhanya Sridhar and Lise Getoor and Marilyn A. Walker}, year={2014} }