Year: 2013
Type: Proceeding article
Title: Mining facebook data for predictive personality modeling
Author: Gievska, Sonja
Author: Kosinski, Michal
Author: Stillwell, David
Author: Markovikj, Dejan
Abstract: Beyond being facilitators of human interactions, social networks have become an interesting target of research, providing rich information for studying and modeling user’s behavior. Identification of personality-related indicators encrypted in Facebook profiles and activities are of special concern in our current research efforts. This paper explores the feasibility of modeling user personality based on a proposed set of features extracted from the Facebook data. The encouraging results of our study, exploring the suitability and performance of several classification techniques, will also be presented.
Publisher:
Relation: International AAAI Conference on Web and Social Media
Identifier: oai:repository.ukim.mk:20.500.12188/19996
Identifier: http://hdl.handle.net/20.500.12188/19996
