Research Article

Box Office Forecasting considering Competitive Environment and Word-of-Mouth in Social Networks: A Case Study of Korean Film Market

Table 6

Number of selected variables by GA in each category for each forecasting model and algorithm.

ModelAlgorithmScreeningCompetitionWOMTotal

Model W1MLR1121225
SVR161118
GPR116724
-NN1141025

Model W2MLR1111325
SVR19919
GPR1131024
-NN1131226

Model TMLR111921
SVR161219
GPR191121
-NN19919