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references.bib
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@article{plaat1996research,
title={Research, re: search and re-search},
author={Plaat, Aske},
journal={ICGA Journal},
volume={19},
number={3},
pages={186-186},
year={1996},
publisher={IOS Press}
}
@article{the_numbers,
title={The Numbers - About Us},
author={Nash Information Services, LLC},
journal={https://www.the-numbers.com/about-us },
year={2022},
publisher={Nash Information Services, LLC}
}
@article{statista,
title={Statista - About Us},
author={Statista},
journal={https://www.statista.com/aboutus/},
year={2022},
publisher={Statista}
}
@article{movie_success_1,
title={Predicting movie success using machine learning techniques (Dissertation)},
author={JernbäckerC., Pojan S.},
journal={http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-208506},
year={2017},
publisher={Digitala Vetenskapliga Arkivet}
}
@article{elberse,
title={The Power of Stars: Do Star Actors Drive the Success of Movies?},
author={Elberse, A.},
journal={Journal of Marketing, 71(4), 102–120},
year={2007},
url={http://www.jstor.org/stable/30164000}
}
@article{austin1989,
title={Immediate Seating: A Look at Movie Audiences},
author={Austin, Bruce A.},
year={1989},
}
@article{devany_walls,
title={Uncertainty in the Movie Industry: Does Star Power Reduce the Terror of the Box Office?},
author={De Vany, Arthur and W. David Walls},
journal={Journal of Cultural Economics, 23 (November), 285-318},
year={1999},
}
@article{litman,
title={Predicting Success of Theatrical Movies: An Empirical Study},
author={Litman, Barry R.},
journal={Journal of Popular Culture, 16 (Spring), 159-75},
year={1983},
}
@article{litman_ahn,
title={Predicting Financial Success of Motion Pictures},
author={Litman, Barry R. and Hoekyun Ahn},
journal={The Motion Picture Mega-Industry, Barry R. Litman, ed. Needham Heights, MA: Allyn & Bacon, 172-197},
year={1998},
}
@article{ravid,
title={Information, Blockbusters, and Stars: A Study of the Film Industry},
author={Ravid, S. Abraham},
journal={Journal of Business, 72 (October), 463-492},
year={1999},
}
@article{groysberg_elfenbein,
title={Too Many Cooks Spoil the Broth: How High Status Individuals Decrease Group Effectiveness},
author={Groysberg, Boris, Jeffrey T. Polzer, and Hillary Anger Elfenbein},
journal={working paper, Harvard Business School.},
year={2006},
}
@article{delmestri,
title={“Reputation and Strength of Ties in Predicting Commercial Success and Artistic Merit of Independents in the Italian Feature Film Industry},
author={Delmestri, Guiseppe, Fabrizio Montanari, and Allessandro Usai},
journal={Journal of Management Studies, 42 (July), 975-1002},
year={2005},
}
@article{lampel_shamsie,
title={Capabilities in Motion: New Organizational Forms and the Reshaping of the Hollywood Movie Industry},
author={Lampel, Joseph and Jamal Shamsie},
journal={Journal of Management Studies, 40 (December), 2189-2210},
year={2003},
}
@article{litman_kohl,
title={Predicting Financial Success of Motion Pictures: The '80s Experience},
author={Litman, Barry R. and Linda S. Kohl},
journal={Journal of Media Economics, 2 (Fall), 35-50},
year={1989},
}
@article{sochay,
title={Predicting the Performance of Motion Pictures},
author={Sochay, Scott},
journal={Journal of Media Economics, 7 (4), 1-20},
year={1994},
}
@article{chisholm,
title={Profit-Sharing Versus FixedPayment Contracts: Evidence from the Motion Pictures Industry},
author={Chisholm, Darlene C.},
journal={Journal of Law, Economics, & Organization, 13 (April), 169-201},
year={1997},
}
@article{campbell,
title={The Econometrics of Financial Markets},
author={Campbell, John Y., Andrew W. Lo, and A. Craig MacKinlay},
journal={Princeton, NJ: Princeton University Press},
year={1996},
}
@article{horsky,
title={Does It Pay to Change Your Company's Name? A Stock Market Perspective},
author={Horsky, Dan and Patrick Swyngedouw},
journal={Marketing Science, 6 (Autumn), 320-25},
year={1987},
}
@article{chaney,
title={The Impact of New Product Introductions on the Market Value of Firms},
author={Chaney, Paul K., Timothy M. Devinney, and Russell Winer},
journal={Journal of Business, 64 (October), 573-610},
year={1991},
}
@article{lane,
title={Stock Market Reactions to Brand Extension Announcements: The Effects of Brand Attitude and Familiarity},
author={Lane, Vicki and Robert Jacobson},
journal={Journal of Marketing, 59 (January), 63-77},
year={1995},
}
@article{agrawal,
title={The Economic Worth of Celebrity Endorsers: An Event Study Analysis},
author={Agrawal, Jagdish and Wagner A. Kamakura},
journal={ Journal of Marketing, 59 (July), 56-62},
year={1995},
}
@article{geyskens,
title={The Market Valuation of Internet Channel Additions},
author={Geyskens, Inge, Katrijn Gielens, and Marnik G. Dekimpe},
journal={Journal of Marketing, 66 (April), 102-119},
year={2002},
}
@article{caves,
title={Contracts Between Art and Commerce},
author={Caves, Richard E.},
journal={Journal of Economic Perspectives, 17 (Spring), 73-83},
year={2003},
}
@article{kremer,
title={The O-Ring Theory of Economic Development},
author={Kremer, Michael},
journal={Quarterly Journal of Economics, 108 (August), 551-75},
year={1993},
}
@article{moretti,
title={Social learning and peer effects in consumption: Evidence from movie sales},
author={Moretti, E.},
journal={Review of Economic Studies, 78, 356-393},
year={2011},
}
@article{gilchrist,
title={Something to talk about: Social spillovers in movie consumption},
author={Gilchrist, D. S., & Sands, E. G.},
journal={Journal of Political Economy, 124, 1339-1382},
year={2016},
}
@article{cabral,
title={Box-office demand: The importance of being #1},
author={Cabral, L., & Natividad, G.},
journal={Journal of Industrial Economics, 64, 277-294},
year={2016},
}
@article{mckenzie_smirnov,
title={Blockbusters and market expansion: Evidence from the motion picture industry},
author={McKenzie, J., & Smirnov, V.},
journal={Journal of Cultural Economics, 42, 341-352},
year={2018},
}
@article{pokorny,
title={Profitability trends in Hollywood, 1929 to 1999: Somebody must know something},
author={Pokorny, M., & Sedgwick, J.},
journal={Economic History Review, 63, 56-84},
year={2010},
}
@article{carrillat,
title={Debates and assumptions about motion picture performance: A meta-analysis},
author={Carrillat, F. A., Legoux, R., & Hadida, A. L.},
journal={Journal of the Academy of Marketing Science, 46, 273-299},
year={2018},
}
@article{moon_bergey,
title={Dynamic effects among movie ratings, movie revenues and viewer satisfaction},
author={Moon, S., Bergey, P. K., & Lacobucci, D.},
journal={Journal of Marketing, 74, 108-121},
year={2010},
}
@article{brown2012,
title={To review or not to review? Limited strategic thinking at the movie box office},
author={Brown, A. L., Camerer, C. F., & Lovallo, D. },
journal={American Economic Journal: Microeconomics, 4, 1-26},
year={2012},
}
@article{brown2013,
title={Estimating structural models of equilibrium and cognitive hierarchy thinking in the field: The case of withheld movie critic reviews},
author={Brown, A. L., Camerer, C. F., & Lovallo, D.},
journal={Management Science, 59, 733-747},
year={2013},
}
@article{koschat,
title={The impact of movie reviews on box office: Media portfolios and the intermediation of genre},
author={Koschat, M. A.},
journal={Journal of Media Economics, 25, 35-53},
year={2012},
}
@article{fowder,
title={Racial bias in expert quality assessment: A study of newspaper movie reviews},
author={Fowdur, L., Kadiyali, V., & Prince, J.},
journal={Journal of Economic Behavior and Organization, 84, 292-307},
year={2012},
}
@article{dhar,
title={Measurement of interactions in non-linear marketing models: The effect of critics' ratings and consumer sentiment on movie demand},
author={Dhar, T., & Weinberg, C. B.},
journal={International Journal of Research in Marketing, 33, 392-408},
year={2016},
}
@article{chen,
title={When do third-party product reviews affect firm value and what can firms do? The case of media critics and professional movie reviews},
author={Chen, Y., Liu, Y., & Zhang, J.},
journal={Journal of Marketing, 76, 116-134},
year={2012},
}
@article{dellavigna,
title={Does conflict of interest lead to biased coverage? Evidence from movie reviews},
author={Dellavigna, S., & Hermle, J.},
journal={Review of Economic Studies, 84, 1510-1550},
year={2017},
}
@article{hoffman,
title={Empirical generalizations on the impact of stars on the economic success of movies},
author={Hofmann, J., Clement, M., VÖlckner, F., & Hennig-Thurau, T.},
journal={International Journal of Research in Marketing, 34, 442-461},
year={2017},
}
@article{nelson_g,
title={Movie stars and box office revenues: An empirical analysis},
author={Nelson, R. A., & Glotfelty, R.},
journal={Journal of Cultural Economics, 36, 141-166},
year={2012},
}
@article{rysman,
title={Competition Between Networks: A Study of the Market for Yellow Pages},
author={Rysman, M.},
journal={Review of Economics and Statistics 71.2, pp. 483-512},
year={2004},
}
@article{park,
title={Network Externalities and Technology Adoption: Lessons from Electronic Payments},
author={Gowrisankaran, G. and J. Stavins},
journal={The RAND Journal of Economics 35.2, p. 260},
year={2004},
}
@article{tucker,
title={Identifying Formal and Informal Influence in Technology Adoption with Network Externalities},
author={Tucker, C.},
journal={Management Science 54.12, pp. 2024-2038},
year={2008},
}
@article{goolsbee,
title={Evidence on Learning and Network Externalities in the Diffusion of Home Computers},
author={Goolsbee, A. and P. J. Klenow},
year={1999},
}
@article{caoui,
title={Economics of Digitization},
author={Caoui, E. H.},
journal={cesifo AREA CONFERENCES 2019},
publisher={201https://www.cesifo.org/sites/default/files/ed19_Caoui.pdf}
}
@article{mckenzie,
title={The economics of movies (revisited): A survey of recent literature.},
author={McKenzie, J.},
journal={Journal of Economic Surveys, 00, 1– 46.},
publisher={https://doi.org/10.1111/joes.12498}
}
@article{scikit-learn,
title={Scikit-learn: Machine Learning in {P}ython},
author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.
and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
journal={Journal of Machine Learning Research},
volume={12},
pages={2825--2830},
year={2011}
}
@article{palsson,
author = {Palsson, Craig and Price, Joseph and Shores, Jared},
year = {2013},
month = {01},
pages = {},
title = {Ratings and Revenues: Evidence from Movie Ratings},
volume = {31},
journal = {Contemporary Economic Policy},
doi = {10.1111/j.1465-7287.2012.00315.x}
}
@misc{kaggle,
title={Kaggle},
url={https://www.kaggle.com},
}
@misc{api,
title={OMDB API},
author={bfritz@fadingsignal.com},
url={https://www.omdbapi.com/},
}
@misc{imdb,
title={IMDb Datasets},
url={https://www.imdb.com/interfaces/},
}
@misc{banoula,
title={Machine Learning steps: A complete guide: Simplilearn},
author={Banoula, M.},
year={2023},
url={https://www.simplilearn.com/tutorials/machine-learning-tutorial/machine-learning-steps}
}
@article{seaborn,
doi = {10.21105/joss.03021},
url = {https://doi.org/10.21105/joss.03021},
year = {2021},
publisher = {The Open Journal},
volume = {6},
number = {60},
pages = {3021},
author = {Michael L. Waskom},
title = {seaborn: statistical data visualization},
journal = {Journal of Open Source Software}
}
@Article{matplotlib,
Author = {Hunter, J. D.},
Title = {Matplotlib: A 2D graphics environment},
Journal = {Computing in Science \& Engineering},
Volume = {9},
Number = {3},
Pages = {90--95},
abstract = {Matplotlib is a 2D graphics package used for Python for
application development, interactive scripting, and publication-quality
image generation across user interfaces and operating systems.},
publisher = {IEEE COMPUTER SOC},
doi = {10.1109/MCSE.2007.55},
year = 2007
}
@software{joblib,
title = {Joblib: running Python functions as pipeline jobs},
author = {{Joblib Development Team}},
year = {2020},
url = {https://joblib.readthedocs.io/},
}
@misc{streamlit,
title={Streamlit - A faster way to build and share data apps},
url={https://streamlit.io/},
}
@misc{highest,
title={The Numbers - Highest Grossing Stars of 2022},
url={https://www.the-numbers.com/box-office-star-records/domestic/yearly-acting/highest-grossing-2022-stars},
}
@misc{lowest,
title={IMDb - The 100 Worst Actors and Actresses Ever},
url={https://www.imdb.com/list/ls071395299/},
}
@misc{advocate,
title={TikTok's Influence on the Film and Music Industries},
url={https://theacademyadvocate.com/5936/entertainment/tiktoks-influence-on-the-film-and-music-industries/},
}