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Cheng Hong, Zifei (Fay) Chen, Cong Li. "Liking" and being "liked": How are personality traits and demographics associated with giving and receiving "likes" on Facebook?. Computers in Human Behavior, 68:292-299, 2017. [doi]
Abstract is missing.