کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6948571 1451080 2014 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Superedge prediction: What opinions will be mined based on an opinion supernetwork model?
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
Superedge prediction: What opinions will be mined based on an opinion supernetwork model?
چکیده انگلیسی
How do Internet users' opinions evolve under the influence of factors such as information environment and psychological forces? We developed an opinion supernetwork model with social, environmental, psychological and keyword subnetworks. This model integrated a combination of external and internal factors which influence opinion formation. From a different perspective, we applied superedge prediction, which is a novel link prediction method based on the supernetwork model, to analyze emerging superedges in the opinion supernetwork model. Comparing the predicted network with actual network, we revealed a fair amount of consistency between them. In addition, based on the predicted opinion supernetwork model, we investigated opinion dynamics, which shed some light on public opinion governance.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 64, August 2014, Pages 118-129
نویسندگان
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