Management Information Systems Commons^™

Big-Data Based Analysis For Communication Effect Of Science-Technology Public Accounts On Social Media, Jinluan Ren, Wen Cao, Bo Li, Lihua Liu, Lin Cai, Ruben Xing

Department of Information Management and Business Analytics Faculty Scholarship and Creative Works

Public accounts on social media have become important channels for information dissemination. Well-designed public social media accounts are vital to better communicate science and technology (S-T) achievements. This article defines the S-T communication concept and proposes the analyzing dimensions. In order to measure the communication effect, this research collected 7,246 articles from S-T public accounts on WeChat. We analysis these massive data incorporating neural network (NN) and multivariate linear regression (MLR) model. The evaluation indicator system of communication effect includes three levels indicators. The research found the following factors affecting the S-T communication effect in different degrees: the number of …