Event Organization System for Turnout Estimation with User Group Analysis Model

摘要

It is commonly observed that most of the events are organized through Internet social network services. Also, estimating the attendance of an event plays a major role in successfully organizing the event. Until now, major focus has been put on a user's personal profile in predicting whether he would attend the event or not. But there has been a minimal concentration on other user behaviors who are in the same group. Therefore, there is a fair chance that a user can be influenced by other users in the same group. In this paper, we develop a social network service which allows a group of users to get notified about the events organized by the event manager, and we also implement a novel framework for estimating or predicting the attendance of each user in a respective event. In addition, this methodology has been designed with a specially designed tool, and the performance is tested with an existing dataset. This experimental study yielded good results.