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Original Articles

Early Predictions of Movie Success: The Who, What, and When of Profitability

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Chiranjib Paul & Prabir Kumar Das. (2022) Predicting movie revenue before committing significant investments. Journal of Media Economics 34:2, pages 63-90.
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Muzammil Hussain Shahid & Muhammad Arshad Islam. (2023) Investigation of time series-based genre popularity features for box office success prediction. PeerJ Computer Science 9, pages e1603.
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Vaddadi Sai Rahul, M. Tejas, N. Narayanan Prasanth & S. P. Raja. (2022) Early Success Prediction of Indian Movies Using Subtitles: A Document Vector Approach. International Journal of Image and Graphics 23:04.
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Qin Chao, Eunsoo Kim & Boyang Li. (2023) Movie Box Office Prediction With Self-Supervised and Visually Grounded Pretraining. Movie Box Office Prediction With Self-Supervised and Visually Grounded Pretraining.
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Jordi McKenzie. (2022) The economics of movies (revisited): A survey of recent literature. Journal of Economic Surveys 37:2, pages 480-525.
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Thaís Luiza Donega e Souza, Marislei Nishijima & Ricardo Pires. (2023) Revisiting predictions of movie economic success: random Forest applied to profits. Multimedia Tools and Applications.
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Vedika Gupta, Nikita Jain, Harshit Garg, Srishti Jhunthra, Senthilkumar Mohan, Abdullah Hisam Omar & Ali Ahmadian. (2022) Predicting attributes based movie success through ensemble machine learning. Multimedia Tools and Applications 82:7, pages 9597-9626.
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Megha Sharma, Sumanta Basu, Soumyakanti Chakraborty & Indranil Bose. (2023) Determining the optimal release time of movies: A study of movie and market characteristics. Decision Support Systems 165, pages 113893.
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Hardeep Singh, Kamaljeet Kaur & Preet Pinder Singh. (2023) Artificial Intelligence as a facilitator for Film Production Process. Artificial Intelligence as a facilitator for Film Production Process.
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Shreehar Joshi, Eman Abdelfattah & Ryan Osgood. (2022) Classification of Movie Success: A Comparison of Two Movie Datasets. Classification of Movie Success: A Comparison of Two Movie Datasets.
Yang Li, Xin (Robert) Luo, Kai Li & Xiaobo Xu. (2022) Exploring the spoiler effect in the digital age: Evidence from the movie industry. Decision Support Systems 157, pages 113755.
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Shaoqiong Zhao. (2019) Thumb Up or Down? A Text‐Mining Approach of Understanding Consumers through Reviews. Decision Sciences 52:3, pages 699-719.
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Ronny Behrens, Natasha Zhang Foutz, Michael Franklin, Jannis Funk, Fernanda Gutierrez-Navratil, Julian Hofmann & Ulrike Leibfried. (2020) Leveraging analytics to produce compelling and profitable film content. Journal of Cultural Economics 45:2, pages 171-211.
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V. Perera, N. Lakshan, A. Hettiarachchi, K. Himantha, M. P. A. W. Gamage & S. Thelijjagoda. (2021) Automated Location Scouting and Production Planning for Movie Industry in Sri Lanka using scripts written in Natural Language. Automated Location Scouting and Production Planning for Movie Industry in Sri Lanka using scripts written in Natural Language.
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Venkat Narayana Rao T., Manogna Thumukunta, Muralidhar Kurni & Saritha K.. 2021. Methodologies and Applications of Computational Statistics for Machine Intelligence. Methodologies and Applications of Computational Statistics for Machine Intelligence 64 80 .
Richard Lachman & Michael Joffe. 2021. Analyzing Future Applications of AI, Sensors, and Robotics in Society. Analyzing Future Applications of AI, Sensors, and Robotics in Society 201 220 .
Charles B. Shrader, Sue Pickard Ravenscroft, Jeffrey B. Kaufmann & Kyle Hansen. (2020) Collusion among Accounting Students: Data Visualization and Topic Modeling of Student Interviews. Decision Sciences Journal of Innovative Education 19:1, pages 40-62.
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Sujan Dutta & Kousik Dasgupta. 2021. Proceedings of International Conference on Innovations in Software Architecture and Computational Systems. Proceedings of International Conference on Innovations in Software Architecture and Computational Systems 207 219 .
Florian Popp, Bernhard Lutz & Dirk Neumann. 2021. Information Systems and Neuroscience. Information Systems and Neuroscience 1 8 .
Anna Maria Bagnasco. 2021. Advances in Longitudinal Data Methods in Applied Economic Research. Advances in Longitudinal Data Methods in Applied Economic Research 311 323 .
Li-Chen Cheng & Chi-Lun Huang. (2019) Exploring contextual factors from consumer reviews affecting movie sales: an opinion mining approach. Electronic Commerce Research 20:4, pages 807-832.
Crossref
Yang Liu, Hao Fei, Qingguo Zeng, Bobo Li, Lili Ma, Donghong Ji & Joaquín Ordieres Meré. (2020) Electronic word-of-mouth effects on studio performance leveraging attention-based model. Neural Computing and Applications 32:23, pages 17601-17622.
Crossref
W.M.D.R. Ruwantha & B. T. G. S. Kumara. (2020) LSTM Based Approach for Classifying Twitter Posts for Movie Success Prediction. LSTM Based Approach for Classifying Twitter Posts for Movie Success Prediction.
Shivani Inder & Gaurav Goyal. (2020) Determining Relation Amongst Movie Ratings and Market Returns using Regression Analysis. Determining Relation Amongst Movie Ratings and Market Returns using Regression Analysis.
Gaurav Goyal, Jaiteg Singh & Shivani Inder. (2020) A Novel Framework for correlating Content Quality on OTT Platforms with their Stock Value. A Novel Framework for correlating Content Quality on OTT Platforms with their Stock Value.
Oluwatofunmi Adetunji, Mamudu Hadiza & Nzechukwu Otuneme. (2020) Design of a Movie Review Rating Prediction (MR2P) Algorithm. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, pages 423-432.
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Seungkook Roh & Jae Young Choi. (2020) Exploring Signals for a Nuclear Future Using Social Big Data. Sustainability 12:14, pages 5563.
Crossref
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub & Shamsuddeen Hassan Muhammad. (2020) A Survey on Machine Learning Techniques in Movie Revenue Prediction. SN Computer Science 1:4.
Crossref
Jong-Min Kim, Leixin Xia, Iksuk Kim, Seungjoo Lee & Keon-Hyung Lee. (2020) Finding Nemo: Predicting Movie Performances by Machine Learning Methods. Journal of Risk and Financial Management 13:5, pages 93.
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Yu-Chen Hung & Chong Guan. (2020) Winning box office with the right movie synopsis. European Journal of Marketing 54:3, pages 594-614.
Crossref
Matthew Roughan, Lewis Mitchell & Tobin South. (2020) How the Avengers assemble: Ecological modelling of effective cast sizes for movies. PLOS ONE 15:2, pages e0223833.
Crossref
Chathuni Wijesekera, Damith Kosgahakumbura, Jayan Alwis, Bhanuka Kaluarachchi & Samantha Thelijjagoda. (2019) Film-it: Virtual Location Scout and Movie Production Planning Assistant for Film Industry in Sri Lanka. Film-it: Virtual Location Scout and Movie Production Planning Assistant for Film Industry in Sri Lanka.
Dwita Adilah & Andry Alamsyah. (2019) An Augmented Method of Selecting Fashion Talent by Adding Social Media Characteristic. An Augmented Method of Selecting Fashion Talent by Adding Social Media Characteristic.
Xin-Jie Zhang, Yong Tang, Jason Xiong, Wei-Jia Wang & Yi-Cheng Zhang. (2019) How Network Topologies Impact Project Alliance Performance: Evidence from the Movie Industry. Entropy 21:9, pages 859.
Crossref
Riefvan Achmad Masrury, Fannisa & Andry Alamsyah. (2019) Analyzing Tourism Mobile Applications Perceived Quality using Sentiment Analysis and Topic Modeling. Analyzing Tourism Mobile Applications Perceived Quality using Sentiment Analysis and Topic Modeling.
Xiaozhong Lyu, Cuiqing Jiang, Yong Ding, Zhao Wang & Yao Liu. (2019) Sales Prediction by Integrating the Heat and Sentiments of Product Dimensions. Sustainability 11:3, pages 913.
Crossref
Garima Verma & Hemraj Verma. (2019) Predicting Bollywood Movies Success Using Machine Learning Technique. Predicting Bollywood Movies Success Using Machine Learning Technique.
Christine Diane Ramos, Merlin Teodosia Suarez & Edward Tighe. 2019. Computational Science and Technology. Computational Science and Technology 379 389 .
Omar Anfer & Samuel Fasso Wamba. 2019. New Knowledge in Information Systems and Technologies. New Knowledge in Information Systems and Technologies 633 640 .
Rijul Dhir & Anand Raj. (2018) Movie Success Prediction using Machine Learning Algorithms and their Comparison. Movie Success Prediction using Machine Learning Algorithms and their Comparison.
Beyza Cizmeci & Sule Gunduz Oguducu. (2018) Predicting IMDb Ratings of Pre-release Movies with Factorization Machines Using Social Media. Predicting IMDb Ratings of Pre-release Movies with Factorization Machines Using Social Media.
Zhiya Zuo & Kang Zhao. (2018) The more multidisciplinary the better? – The prevalence and interdisciplinarity of research collaborations in multidisciplinary institutions. Journal of Informetrics 12:3, pages 736-756.
Crossref
Qing Wu, Wenbing Zhao & Tessadori Jacopo. (2018) Towards Objective Assessment of Movie Trailer Quality Using Human Electroencephalogram and Facial Recognition. Towards Objective Assessment of Movie Trailer Quality Using Human Electroencephalogram and Facial Recognition.
Nahid Quader, Md. Osman Gani, Dipankar Chaki & Md. Haider Ali. (2017) A machine learning approach to predict movie box-office success. A machine learning approach to predict movie box-office success.
Nahid Quader, Md. Osman Gani & Dipankar Chaki. (2017) Performance evaluation of seven machine learning classification techniques for movie box office success prediction. Performance evaluation of seven machine learning classification techniques for movie box office success prediction.
Matthijs Meire, Michel Ballings & Dirk Van den Poel. (2017) The added value of social media data in B2B customer acquisition systems: A real-life experiment. Decision Support Systems 104, pages 26-37.
Crossref
Qing Wu, Wenbing Zhao, Himanshu Sharma & Tie Qiu. (2017) Movie trailer quality evaluation using real-time human electroencephalogram. Movie trailer quality evaluation using real-time human electroencephalogram.
Ankit A. Sinha, S. V. Vamsi Krishna, Rajashree Shedge & Avi Sinha. (2017) Movie production investment decision system. Movie production investment decision system.
Muzammil Shahid & Muhammad Arshad Islam. (2021) Investigation of Time Series-Based Genre Popularity Features for Box Office Success Prediction. SSRN Electronic Journal.
Crossref
Muzammil Shahid & Muhammad Arshad Islam. (2021) Investigation of Time Series-Based Genre Popularity Features for Box Office Success Prediction. SSRN Electronic Journal.
Crossref
Jordi McKenzie. (2021) The economics of movies (revisited): A decade of literature in review. SSRN Electronic Journal.
Crossref
Tong Wang, Fujie Jin, Yuan Cheng & Yu Jeffrey Hu. (2022) Making Early and Accurate Deep Learning Predictions to Help Disadvantaged Individuals in Medical Crowdfunding. SSRN Electronic Journal.
Crossref
Reza Mousavi & Kexin Zhao. (2018) Examining the Impacts of Airbnb's Review Policy Change on Listing Reviews. SSRN Electronic Journal.
Crossref
Reza Mousavi, T. S. Raghu & Keith Frey. (2015) Assessing Order Effects in Online Community-Based Health Forums. SSRN Electronic Journal.
Crossref

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