Referanslar

• Almeida, C. E. M., Correia, R. C. M., Eler, D. M., Olivete-Jr, C., Garci, R. E., Scabora, L. C., & Spadon, G. (2017). Prediction of winners in MOBA games. google scholar
• 201712th Iberian Conference on Information Systems and Technologies (CISTI), 1-6. https://doi.org/10.23919/CISTI.2017.7975774 google scholar
• Alpaydin, E. (2020). Introduction to machine learning (Fourth edition). The MIT Press. google scholar
• Ani, R., Harikumar, V., Devan, A. K., & Deepa, O. S. (2019). Victory prediction in League of Legends using Feature Selection and Ensemble methods. google scholar
• 2019 International Conference on Intelligent Computing and Control Systems (ICCS), 74-77. https://doi.org/10.1109/ICCS45141.2019.9065758 google scholar
• Arık, K., Gezer, M., & Tayali, S. T. (2022). Bibliometric Analysis of Scientific Studies Published on Game Customer Churn Analysis Between 2008 and 2022. Journal ofPolitics, 5(1), 21. google scholar
• Beverly Peders. (2018). Film vs. Video Games From A Screenwriter’s Perspective. https://www.wescreenplay.com/blog/ film-vs-video-games-from-a-screenwriters-perspective/ google scholar
• Costa, L. M., Mantovani, R. G., Monteiro Souza, F. C., & Xexeo, G. (2021). Feature Analysis to League of Legends Victory Prediction on the Picks and Bans Phase. 2021 IEEE Conference on Games (CoG), 01-05. https://doi.org/10.1109/CoG52621.2021.9619019 google scholar
• Donovan, T. (2010). Replay: The history of video games. Yellow Ant. google scholar
• Galehantomo, G. (2015). Platform Comparison Between Games Console, Mobile Games And PC Games. SISFORMA, 2, 23. https://doi.org/10.24167/ sisforma.v2i1.407 google scholar
• Geron, A. (2019). Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow: Concepts, tools, and techniques to build intelligent systems (Second edition). O’Reilly Media, Inc. google scholar
• Han, J., & Kamber, M. (2012). Data mining: Concepts and techniques (3rd ed). Elsevier. google scholar
• IBM. (2021, August 17). IBM Documentation. https://prod.ibmdocs-production-dal-6099123ce774e592a519d7c33db8265e-0000.us-south.containers. google scholar
• appdomain.cloud/docs/en/spss-modeler/saas?topic=dm-crisp-help-overview google scholar
• Justesen, N., Bontrager, P., Togelius, J., & Risi, S. (2019). Deep Learning for Video Game Playing (arXiv:1708.07902). arXiv. https://doi.org/10.48550/ arXiv.1708.07902 google scholar
• Ke, G., Meng, Q., Finley, T., Wang, T., Chen, W., Ma, W., Ye, Q., & Liu, T.-Y. (n.d.). LightGBM: A Highly Efficient Gradient Boosting Decision Tree. 9. Kent, S. L. (2001). The ultimate history of video games: From Pong to Pokemon and beyond: the story behind the craze that touched our lives and changed the world (1st ed). Prima Pub. google scholar
• Kleinbaum, D. G., & Klein, M. (2010). Introduction to Logistic Regression. In Logistic Regression: A Self-Learning Text (pp. 1-39). Springer. https://doi. org/10.1007/978-1-4419-1742-3_1 google scholar
• Krzanowski, W. J., & Hand, D. J. (2009). ROC curves for continuous data. Chapman & Hall/CRC. google scholar
• League ofLegends Live Player Count and Statistics. (2022, July 11). https://activeplayer.io/league-of-legends/ google scholar
• Lemarechal, C. (2012). Cauchy and the Gradient Method. Documenta Mathematica, 4. google scholar
• Mason, L., Baxter, J., Bartlett, P. L., & Frean, M. R. (1999). Boosting Algorithms as Gradient Descent. 3, 7. google scholar
• Michael Donovan. (2014, February 3). The MMO vs. The MOBA. https://www.gamedeveloper.com/disciplines/the-mmo-vs-the-moba google scholar
• Microsoft. (2022). LightGBM Documentation. https://lightgbm.readthedocs.io/en/v3.3.2/ google scholar
• Mora-Cantallops, M., & Sicilia, M.-Â. (2018). Player-centric networks in League of Legends. Social Networks, 55, 149-159. https://doi.Org/10.1016/j.socnet.2018.06.002 google scholar
• Nathan Reiff. (2022). 10 Biggest Entertainment Companies. https://www.investopedia.com/articles/investing/020316/worlds-top-10-entertainment-companies-cmcsa-cbs.asp google scholar
• Nestor Gilbert. (2022). Number of Gamers Worldwide 2022/2023: Demographics, Statistics, and Predictions. https://financesonline.com/ number-of-gamers-worldwide/ google scholar
• Nilsson, N. J. (2010). The quest for artificial intelligence: A history of ideas and achievements. Cambridge University Press. google scholar
• Oracle. (2020). What is Customer Loyalty? https://www.oracle.com/tr/cx/marketing/customer-loyalty/what-is-customer-loyalty/ google scholar
• Porokhnenko, I., Polezhaev, P., & Shukhman, A. (2019). Machine Learning Approaches to Choose Heroes in Dota 2. 2019 24th Conference of Open Innovations Association (FRUCT), 345-350. https://doi.org/10.23919/FRUCT.2019.8711985 google scholar
• Robson, J., & Meskin, A. (2016). Video Games as Self-Involving Interactive Fictions. The Journal ofAesthetics and Art Criticism, 74(2), 165-177. google scholar
• Schreier, J. (2017). Blood, sweat, and pixels: The triumphant, turbulent stories behind how video games are made (First edition). Harper Paperbacks. google scholar
• Shajihan, N. (2020). Classification of stages ofDiabetic Retinopathy using Deep Learning. https://doi.org/10.13140/RG.2.2.10503.62883 google scholar
• Simon Kemp. (2022). Digital 2022: Global Overview Report [Analysis]. https://datareportal.com/reports/digital-2022-global-overview-report google scholar
• Stehman, S. V. (1997). Selecting and interpreting measures of thematic classification accuracy. Remote Sensing ofEnvironment, 62(1), 77-89. https://doi. org/10.1016/S0034-4257(97)00083-7 google scholar
• Tim Sevenhuysen. (n.d.). Oracle’s Elixir—LoL Esports Stats. Retrieved September 15, 2022, from https://oracleselixir.com/tools/downloads google scholar
• William Noble. (2006). What is a support vector machine? | Nature Biotechnology. https://www.nature.com/articles/nbt1206-1565 google scholar
• Wright, R. E. (1995). Logistic regression. In Reading and understanding multivariate statistics (pp. 217-244). American Psychological Association. google scholar
• Yang, Z., Pan, Z., Wang, Y., Cai, D., Liu, X., Shi, S., & Huang, S.-L. (2021). Interpretable Real-Time Win Prediction for Honor ofKings, a Popular Mobile MOBA Esport (arXiv:2008.06313). arXiv. https://doi.org/10.48550/arXiv.2008.06313 google scholar

Atıflar