TY - GEN
T1 - Making an entrance 2.0: the linguistics of introductory success in virtual communities
AU - Dove, James A
AU - Eubanks, Dawn L
AU - Panteli, Niki
AU - Watts, Leon A
AU - Joinson, Adam N
PY - 2011
Y1 - 2011
N2 - Virtual communities depend on members, and more specifically new members, for their lifeblood. To become a member of a virtual community, one must introduce oneself to the group, and be accepted as a member. We present here a series of two linguistic studies investigating newcomer introductions in seven Web 2.0 online communities. In the first study, we successfully developed a logistic regression model that differentiates introductions from random messages with 82.5% accuracy using 12 linguistic markers. In the second study we correlated linguistic features of introductory messages with measures of their success. Increased usage of 1st person singular pronouns and past tense words in introductions was associated with greater success. Higher levels of first person plural and present tense words in introductions was associated with reduced success. Although these linguistic markers have effect across groups, there is evidence to suggest that some markers might vary between groups, depending on whether a dedicated introductions subforum is provided.
AB - Virtual communities depend on members, and more specifically new members, for their lifeblood. To become a member of a virtual community, one must introduce oneself to the group, and be accepted as a member. We present here a series of two linguistic studies investigating newcomer introductions in seven Web 2.0 online communities. In the first study, we successfully developed a logistic regression model that differentiates introductions from random messages with 82.5% accuracy using 12 linguistic markers. In the second study we correlated linguistic features of introductory messages with measures of their success. Increased usage of 1st person singular pronouns and past tense words in introductions was associated with greater success. Higher levels of first person plural and present tense words in introductions was associated with reduced success. Although these linguistic markers have effect across groups, there is evidence to suggest that some markers might vary between groups, depending on whether a dedicated introductions subforum is provided.
UR - http://www.scopus.com/inward/record.url?scp=79952917583&partnerID=8YFLogxK
UR - http://dx.doi.org/10.1109/HICSS.2011.290
U2 - 10.1109/HICSS.2011.290
DO - 10.1109/HICSS.2011.290
M3 - Chapter in a published conference proceeding
SN - 9781424496181
T3 - Proceedings of the Annual Hawaii International Conference on System Sciences
SP - 1
EP - 10
BT - Proceedings of the 44th Annual Hawaii International Conference on System Sciences, HICSS-44 2010
PB - IEEE
CY - Piscataway, NJ
T2 - 44th Hawaii International Conference on System Sciences, HICSS-44 2010, January 4, 2011 - January 7, 2011
Y2 - 1 January 2011
ER -