TY - GEN
T1 - Detecting personality traces in users’ social activity
AU - Kleanthous, Styliani
AU - Herodotou, Constantinos
AU - Samaras, George
AU - Germanakos, Panayiotis
PY - 2016
Y1 - 2016
N2 - The effect that social media have in our lives nowadays is apparent. Many studies focused on how the differences we hold as people due to our personality, reflect our activities online. In this work we aim to exploit reports of previous work to implicitly build a personality model of Facebook users, based on their Facebook activity. An initial evaluation study shows that using Facebook activity data, we can extract information on user personality and at the same time points in further improvements necessary for more accurate personality prediction.
AB - The effect that social media have in our lives nowadays is apparent. Many studies focused on how the differences we hold as people due to our personality, reflect our activities online. In this work we aim to exploit reports of previous work to implicitly build a personality model of Facebook users, based on their Facebook activity. An initial evaluation study shows that using Facebook activity data, we can extract information on user personality and at the same time points in further improvements necessary for more accurate personality prediction.
KW - Big five personality model
KW - Social networks
KW - User modeling
UR - http://www.scopus.com/inward/record.url?scp=84978849151&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-39910-2_27
DO - 10.1007/978-3-319-39910-2_27
M3 - Conference contribution
AN - SCOPUS:84978849151
SN - 9783319399096
VL - 9742
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 287
EP - 297
BT - Social Computing and Social Media - 8th International Conference, SCSM 2016 and Held as Part of HCI International 2016, Proceedings
PB - Springer Verlag
T2 - 8th International Conference on Social Computing and Social Media, SCSM 2016 and 18th International Conference on Human-Computer Interaction, HCI International 2016
Y2 - 17 July 2016 through 22 July 2016
ER -