TY - GEN
T1 - The pursuit of power and its manifestation in written dialog
AU - Swayamdipta, Swabha
AU - Rambow, Owen
PY - 2012
Y1 - 2012
N2 - In this paper we explore the written dialog behavior of participants in anon line discussion for automatic identification of participants who pursue power within the discussion group. We employ various standard unsupervised machine learning approaches to make this prediction. Our approach relies on the identification of certain discourse structures and linguistic techniques used by participants in the discussion. We achive an F-measure of 69.5% using unsupervised methods.
AB - In this paper we explore the written dialog behavior of participants in anon line discussion for automatic identification of participants who pursue power within the discussion group. We employ various standard unsupervised machine learning approaches to make this prediction. Our approach relies on the identification of certain discourse structures and linguistic techniques used by participants in the discussion. We achive an F-measure of 69.5% using unsupervised methods.
UR - https://www.scopus.com/pages/publications/84870719017
U2 - 10.1109/ICSC.2012.49
DO - 10.1109/ICSC.2012.49
M3 - Conference contribution
AN - SCOPUS:84870719017
SN - 9780769548593
T3 - Proceedings - IEEE 6th International Conference on Semantic Computing, ICSC 2012
SP - 22
EP - 29
BT - Proceedings - IEEE 6th International Conference on Semantic Computing, ICSC 2012
T2 - 6th IEEE International Conference on Semantic Computing, ICSC 2012
Y2 - 19 September 2012 through 21 September 2012
ER -