To improve the accuracy and efficiency of box office prediction, this study deeply discusses
the application of the optimized eXtreme Gradient Boosting (XGBoost) model in this scenario …

Movie industry is considered a high risk cultural industry. Prediction of the movie success
before the release of a movie is of critical importance. Prior studies have been conducted to …

Social media services and analytics platforms are rapidly growing. A large number of
various events happen mostly every day, and the role of social media monitoring tools is …

Movie success prediction in the development phase is considered a challenging task due to
the availability of very limited information. A movie plot is established during the …

This brief is concerned with the prediction problem of product popularity under a social
network (SN) with positive-negative diffusion (PND). First, a PND model is proposed to …

This research aims to investigate the influence of three main factors, namely Fandom
Culture, Social Media, and Viral Marketing, on the popularity of the film" Mencuri Raden …

Analyzing how well a movie may perform at the box office has been a hot topic in the
entertainment sector for many years. Conducting research and analyzing trends is a …

Studies of wildlife species distribution patterns are increasingly important in the face of rapid
ecosystem changes that have implications for disease emergence and spread, food security …