Ключевые слова
искусственный интеллект
разработка игр
стратегии
геймификация
инновации в образовании
моделирование будущего
деловые симуляционные игры
обучающие игры
Как цитировать
Аннотация
Производство компьютерных игр вышло за пределы индустрии развлечений, превратившись в высокотехнологичную, инновационную, высокоприбыльную область, оказывающую большое влияние на многие секторы. В ней синтезируются технические и гуманитарные дисциплины — искусственный интеллект (ИИ), виртуальная реальность, поведенческая психологию, когнитивистика, дизайн, агентное моделирование, сценарное планирование и др. В статье исследуются перспективы расширения этой области за счет применения более сложных технологий, включая алгоритмы ИИ. На основе методов Форсайта — сканирования горизонтов, анализа научно-технологических, политических, экономических и ценностных факторов — разработаны четыре сценария развития игровой индустрии в Малайзии на ближайшие 10 лет. Настоящее исследование вносит вклад в наполнение информационной базы для обоснования стратегий использования ИИ при разработке игр разного назначения.
Литература
Alessi S., Kopainsky B. (2015) System dynamics and simulation/gaming: Overview. Simulation and Gaming, 46 (3-4), 223-229. DOI: https://doi.org/10.1177/1046878115596390
Almeqbaali M., Ouhbi S., Serhani M.A., Amiri L., Jan R.K., Zaki N., Sharaf A., Al Helali A., Almheiri E. (2022) A Biofeedback-Based Mobile App With Serious Games for Young Adults With Anxiety in the United Arab Emirates: Development and Usability Study. JMIR Serious Games, 10(3), e36936. DOI: https://doi.org/10.2196/36936
Ambros-Antemate J.F., Beristain-Colorado M.D.P., Vargas-Treviño M., Gutiérrez-Gutiérrez J., Hernández-Cruz P.A., Gallegos-Velasco I.B., Moreno-Rodríguez A. (2021) Software Engineering Frameworks Used for Serious Games Development in Physical Rehabilitation: Systematic Review. JMIR Serious Games, 9(4), e25831. DOI: https://doi.org/10.2196/25831
Bekius F., Meijer S., de Bruijn H. (2018) Collaboration patterns in the Dutch railway sector: Using game concepts to compare different outcomes in a unique development case. Research in Transportation Economics, 69, 360-368. DOI: https://doi.org/10.1016/j.retrec.2018.06.011
Bellotti F., Berta R., De Gloria A., Lavagnino E., Antonaci A., Dagnino F., Ott M., Romero M., Usart M., Mayer I.S. (2014) Serious games and the development of an entrepreneurial mindset in higher education engineering students. Entertainment Computing, 5(4), 357-366. DOI: https://doi.org/10.1016/j.entcom.2014.07.003
Bharathi G.P., Chandra I., Sanagana D.P.R., Tummalachervu C.K., Rao V.S., Neelima S. (2024) AI-driven adaptive learning for enhancing business intelligence simulation games. Entertainment Computing, 50, 100699. DOI: https://doi.org/10.1016/j.entcom.2024.100699
Bishop I.D., Stock C., Williams K.J. (2009) Using virtual environments and agent models in multi-criteria decision-making. Land Use Policy, 26(1), 87-94. DOI: https://doi.org/10.1016/j.landusepol.2008.01.010
Dantas A.R., de Oliveira Barros M., Werner C.M.L. (2004) A simulation-based game for project management experiential learning. Paper presented at the International Conference on Software Engineering and Knowledge Engineering (SEKE) 2004, June 20-24, Banff, Canada.
Den Haan R.J., van der Voort M.C., BaartF., Berends K.D., van den Berg M.C., Straatsma M.W., Geenen A.J.P., Hulscher S.J.M.H. (2020) The Virtual River Game: Gaming using models to collaboratively explore river management complexity. Environmental Modelling & Software, 134, 104855. DOI: https://doi.org/10.1016/j.envsoft.2020.104855
Dolin E.J., Susskind L.E. (1992) A role for simulations in public policy disputes: The case of national energy policy. Simulation & Gaming, 23(1), 20-44. DOI: https://doi.org/10.1177/1046878192231003
Duffhues J., Mayer I.S., Nefs M., van der Vliet M. (2014) Breaking barriers to transit-oriented development: Insights from the serious game SPRINTCITY. Environment and Planning B: Urban Analytics and City Science, 41(5), 770-791. DOI: https://doi.org/10.1068/b39130
Dyer-Witheford N., De Peuter G.S. (2006) EA Spouse and the crisis of video game labour: Enjoyment, exclusion, exploitation, exodus. Canadian Journal of Communication, 31(3), 599-617. DOI: https://doi.org/10.22230/cjc.2006v31n3a1771
Fairclough C., Fagan M., Mac Namee B., Cunningham P. (2002) Research directions for AI in Computer Games (Computer Science Technical Report TCD-CS-2001-29), Dublin: Trinity College. http://www.tara.tcd.ie/handle/2262/13098, accessed 21.04.2024.
Frederick S. (2005) Cognitive reflection and decision making. Journal of Economic Perspectives, 19(4), 25-42. DOI: https://doi.org/10.1257/089533005775196732
Gao F., Li L., Sun Y. (2020) A systematic review of mobile game-based learning in STEM education. Educational Technology Research and Development, 68, 1791-1827. DOI: https://doi.org/10.1007/s11423-020-09787-0
Georghiou L. (2001) Third generation foresight - integrating the socio-economic dimension (NISTEP Report 77), Tokyo: NISTEP.
Ghasemi O., Abooyee M., Labafi S., Shirzad M. (2024) The role of video games in enhancing managers' strategic thinking and cognitive abilities: An experiential survey. Entertainment Computing, 50, 100694. DOI: https://doi.org/10.1016/j.entcom.2024.100694
Giannakos M., Voulgari I., Papavlasopoulou S., Papamitsiou Z., Yannakakis G. (2020) Games for artificial intelligence and machine learning education: Review and perspectives. In: Non-Formal and Informal Science Learning in the ICT Era (ed. M. Giannakos), Singapore: Springer, pp. 117-133. DOI: https://doi.org/10.1007/978-981-15-6747-6_7
Hettinga S., Boter J., Dias E., Fruijtier S., de Vogel B., Scholten H. (2020) Urban energy transition in a gaming context: The role of children. Land Use Policy, 111, 104903. DOI: https://doi.org/10.1016/j.landusepol.2020.104903
Hodgson D., Briand L. (2013) Controlling the uncontrollable: Agile teams and illusions of autonomy in creative work. Work, Employment & Society, (2), 308.
Jahan Tumpa R., Ahmad T., Naeni L.M., Kujala J. (2024) Computer-based games in project management education: A review. Project Leadership and Society, 5, 100130. DOI: https://doi.org/10.1016/j.plas.2024.100130
Kanode C.M., Haddad H.M. (2009) Software Engineering Challenges in Game Development. Paper presented at the 2009 Sixth International Conference on Information Technology, Las Vegas, NV, USA 27-29 April 2009. DOI: https://doi.org/10.1109/itng.2009.74
Krejcie R.V., Morgan D.W. (1970) Determining sample size for research activities. Educational and Psychological Measurement, 30(3), 607-610. DOI: https://doi.org/10.1177/001316447003000308
Le Page C., Becu N., Bommel P., Bousquet F. (2012) Participatory agent-based simulation for renewable resource management: The role of the cormas simulation platform to nurture a community of practice. Journal of Artificial Societies and Social Simulation, 15(1), 10. DOI: https://doi.org/10.18564/jasss.1928
Papastergiou M. (2009) Digital game-based learning in high school computer science education: Impact on educational effectiveness and student motivation. Computers & Education, 52(1), 1-12. DOI: https://doi.org/10.1016/j.compedu.2008.06.004
Peticca-Harris A., Weststar J., McKenna S. (2015) The perils of project-based work: Attempting resistance to extreme work practices in video game development. Organization, 22(4), 570-587. DOI: https://doi.org/10.1177/1350508415572509
Petrillo F., Pimenta M., Trindade F., Dietrich C. (2008) Houston, we have a problem. A survey of actual problems in computer games development. Paper presented at the the 2008 ACM symposium on Applied computing. DOI: https://doi.org/10.1145/1363686.1363854
Reckien D., Eisenack K. (2013) Climate change gaming on board and screen: A review. Simulation & Gaming, 44 (2-3), 253-271. DOI: https://doi.org/10.1177/1046878113480867
Reeves B., Malone T.W., O'Driscoll T. (2008) Leadership's online labs. Harvard Business Review, 86, 58-66.
Sanzana M. R., Abdulrazic M. O., Wong J. Y., Yip C.-C. (2023). Gamified virtual labs: shifting from physical environments for low-risk interactive learning. Journal of Applied Research in Higher Education, 16(1), 208-221. DOI: https://doi.org/10.1108/JARHE-09-2022-0281
Sanzana M.R., Abdulrazic M.O.M., Wong J.Y., Yip C.C. (2024) Personnel Training for Common Facility Management Issues in Thermal-Energy-Storage Chiller Plant using a Serious 3D Game. Simulation & Gaming, 55(2), 224-248. DOI: https://doi.org/10.1177/10468781241232594
Shabbir M.S., Pallares-Venegas E. (2024) Influences of entrepreneurship skills and universities on the promotion of entrepreneurial intentions of students - mediating role of business simulation games. On the Horizon, 32(1), 1-14. DOI: https://doi.org/10.1108/OTH-10-2022-0062
Shi Y., Li H., Fu X., Luan R., Wang Y., Wang N., Sun Z., Niu Y., Wang C., Zhang C., Wang Z.L. (2023) Self-powered difunctional sensors based on sliding contact-electrification and tribovoltaic effects for pneumatic monitoring and controlling. Nano Energy, 110, 108339. DOI: https://doi.org/10.1016/j.nanoen.2023.108339
Silva L., Mousavidin E. (2015) Strategic Thinking in Virtual Worlds: Studying World of Warcraft. Computers in Human Behavior, 46, 168-180. DOI: https://doi.org/10.1016/j.chb.2014.12.047
Smajgl A., Ward J.R., Foran T., Dore J., Larson S. (2015) Visions, beliefs, and transformation: Exploring cross-sector and transboundary dynamics in the wider Mekong region. Ecology and Society, 20 (2), 15. DOI: https://doi.org/10.5751/ES-07421-200215
Smeddinck J.D. (2020) Human-Computer Interaction with Adaptable & Adaptive Motion-based Games for Health (ArXiv Paper abs/2012.03309). DOI: https://doi.org/10.48550/arXiv.2012.03309
Solinska-Nowak A., Magnuszewski P., Curl M., French A., Keating A., Mochizuki J., Jarzabek L. (2018) An overview of serious games for disaster risk management - Prospects and limitations for informing actions to arrest increasing risk. International Journal of Disaster Risk Reduction, 31, 1013-1029. DOI: https://doi.org/10.1016/j.ijdrr.2018.09.001
Sutil-Martín D.L., Otamendi F.J. (2021) Soft Skills Training Program Based on Serious Games. Sustainability, 13(15), 8582. DOI: https://doi.org/10.3390/su13158582
Tamla P., Böhm T., Gaisbachgrabner K., Mertens J., Hemmje M., Fuchs M. (2019) Survey: Software search in serious games development. CEUR Workshop Proceedings, 2348, 155-166.
Tang C., Wang Z., Sima X., Zhang L. (2020) Research on Artificial Intelligence Algorithm and Its Application in Games. Paper presented at the 2nd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM). DOI: https://doi.org/10.1109/AIAM50918.2020.00085
Vervoort J., Gupta A. (2018) Anticipating climate futures in a 1.5°C era: The link between foresight and governance. Current Opinion in Environmental Sustainability, 31, 104-111. DOI: https://doi.org/10.1016/j.cosust.2018.01.004
Vervoort J., Mangnus A., McGreevy S., Ota K., Thompson K., Rupprecht C., Tamura N., Moossdorff C., Spiegelberg M., Kobayashi M. (2022) Unlocking the potential of gaming for anticipatory governance. Earth System Governance, 11, 100130. DOI: https://doi.org/10.1016/j.esg.2021.100130
Waltham M., Moodley D. (2016) An Analysis of Artificial Intelligence Techniques in Multiplayer Online Battle Arena Game Environments. Paper presented at the Annual Conference of the South African Institute of Computer Scientists and Information Technologists. DOI: https://doi.org/10.1145/2987491.2987513
West D.M., Allen J.R. (2023) How artificial intelligence is transforming the world, Washington, D.C.: Brookings Institute.
Wu J.S., Lee J.J. (2015) Climate change games as tools for education and engagement. Nature Climate Change, 5, 413-418. DOI: https://doi.org/10.1038/nclimate2566
Zhou Q., Mayer I.S. (2017) Models, Simulations and Games for Water Management: A Comparative Q-Method Study in the Netherlands and China. Water, 10(1), 10. DOI: https://doi.org/10.3390/w10010010
Это произведение доступно по лицензии Creative Commons «Attribution» («Атрибуция») 4.0 Всемирная.