ISSN 2394-5125
 

Research Article 


A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS

Ooi Jien Leong, Raheem Mafas.

Abstract
Understanding users’ behaviors and the popularity of events has become one of the widespread research topics in this competitive business world. Precise event attendance prediction enables effective organization, planning & resource allocation, vital for the facilitation of event participation and community development. Accurate event popularity prediction is beneficial to event organizers, enabling them to plan ahead on manpower, advertisement, logistics and many more aspects. This paper covers a comprehensive research review of event attendance prediction in the event-based social network (EBSNs) phenomena. This paper first identifies the key factors that influence the attendance for an event offline, and then look into the methods engaged in developing a predictive model which leads to the development of an event recommender system too. Finally, different predictive models that have been proposed for event attendance prediction are also explored in this context.

Key words: Event attendance prediction, Event-based social networks, Social influence, Social networks, Event recommendation


 
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Pubmed Style

Ooi Jien Leong, Raheem Mafas. A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS. JCR. 2020; 7(9): 1654-1659. doi:10.31838/jcr.07.09.302


Web Style

Ooi Jien Leong, Raheem Mafas. A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS. http://www.jcreview.com/?mno=100022 [Access: May 30, 2021]. doi:10.31838/jcr.07.09.302


AMA (American Medical Association) Style

Ooi Jien Leong, Raheem Mafas. A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS. JCR. 2020; 7(9): 1654-1659. doi:10.31838/jcr.07.09.302



Vancouver/ICMJE Style

Ooi Jien Leong, Raheem Mafas. A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS. JCR. (2020), [cited May 30, 2021]; 7(9): 1654-1659. doi:10.31838/jcr.07.09.302



Harvard Style

Ooi Jien Leong, Raheem Mafas (2020) A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS. JCR, 7 (9), 1654-1659. doi:10.31838/jcr.07.09.302



Turabian Style

Ooi Jien Leong, Raheem Mafas. 2020. A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS. Journal of Critical Reviews, 7 (9), 1654-1659. doi:10.31838/jcr.07.09.302



Chicago Style

Ooi Jien Leong, Raheem Mafas. "A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS." Journal of Critical Reviews 7 (2020), 1654-1659. doi:10.31838/jcr.07.09.302



MLA (The Modern Language Association) Style

Ooi Jien Leong, Raheem Mafas. "A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS." Journal of Critical Reviews 7.9 (2020), 1654-1659. Print. doi:10.31838/jcr.07.09.302



APA (American Psychological Association) Style

Ooi Jien Leong, Raheem Mafas (2020) A REVIEW ON THE PREDICTIVE ALGORITHMS FOR EVENT ATTENDANCE PREDICTION IN EVENTBASED SOCIAL NETWORKS. Journal of Critical Reviews, 7 (9), 1654-1659. doi:10.31838/jcr.07.09.302