Memory Enhancer Games: A General-purpose Game-based Intelligent Tutoring System
Автор: Karen C. De Vera, Victor Sherwin G. Galamgam, Frederick F. Patacsil
Журнал: International Journal of Intelligent Systems and Applications @ijisa
Статья в выпуске: 6 vol.15, 2023 года.
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Students of today are exposed to technologies that are either educationally effective or distractive. Most of them are having a hard time learning in a traditional classroom setup, are easily distracted, and have difficulty remembering lessons just learned and prerequisite skills needed in learning new lessons. Game-Based Intelligent Tutoring System (GB-ITS) is a technology that provides an individualized learning experience based on student’s learning needs. GB-ITS mimics a teacher doing one-on-one teaching, also known as tutoring, which is more cost-efficient than human tutors. This study developed a general-purpose Memory Enhancer Games system, in a form of a GB-ITS. This study was conducted at Calasiao Comprehensive National High School, identified the game type that best enhances memory and the game features for this proposed system through a questionnaire by (9) ICT teacher respondents. The developed system in this study has undergone validity testing by (8) ICT teachers and professors from Schools Division I of Pangasinan, and of a University in Dagupan City, and acceptability testing by (100) senior high school students of Calasiao Comprehensive National High School, 1st semester of school year 2022-2023, using Likert scale to determine its appropriateness as an intelligent learning tool. The results of the game design questionnaire confirmed the studies of which elements were ideal for a GB-ITS, and both the validity and acceptability survey questionnaires with overall weighted means of 4.57 and 4.08, show that the system is a valid and acceptable intelligent learning tool. The developed MEG can also be of use for testing game features for educational effectiveness and can also contribute to any future study which will conduct to test whether a general-purpose GBL or GB-ITS model would compare; if won’t equal the effectiveness of GBLs designed for delivering specific contents or subjects.
Game-based Intelligent Tutoring System, Memory Enhancer Games, Drill and Practice, General-purpose GB-ITS
Короткий адрес: https://sciup.org/15019017
IDR: 15019017 | DOI: 10.5815/ijisa.2023.06.02
Список литературы Memory Enhancer Games: A General-purpose Game-based Intelligent Tutoring System
- National Academy of Sciences, 2018. Learning Is a Complex and Active Process That Occurs Throughout the Life Span, New Report Says. The National Academies of Sciences, Engineering, And Medicine. https://www.nationalacademies.org/news/2018/10/learning-is-a-complex-and-active-process-that-occurs-throughout-the-life-span-new-report-says
- Weselby, C., 2022. What is Differentiated Instruction? Examples of How to Differentiate Instruction in the Classroom. https://resilienteducator.com/classroom-resources/examples-of-differentiated-instruction/
- Nickow, A., Oreopoulos, P., Quan, V., 2020. The Impressive Effects of Tutoring on PreK-12 Learning: A Systematic Review and Meta-Analysis of the Experimental Evidence. National Bureau of Economic Research. DOI 10.3386/w27476
- Robinson, C. D., Kraft, M. A., Loeb, S., and Schueler, B.E., 2021. Accelerating Student Learning with High-Dosage Tutoring. EdResearch for Recovery, Design Principles Series. https://eric.ed.gov/?id=ED613847
- Almasri, A., Ahmed, A., Al-Masri, A., Sultan, Y. A., Muhmoud, A. Y., Zaqout, I., Akkila, A. N., Abu-Naser S. S., 2019. Intelligent Tutoring Systems Survey for the Period 2000- 2018. International Journal of Academic Engineering Research, Volume 3, Issue 5, pp. 21-37
- Alkhatlan, A., and Kalita, J. 2018. Intelligent Tutoring Systems: A Comprehensive Historical Survey with Recent Developments. ArXiv, abs/1812.09628.
- Plass, J. L., Mayer, R., Homer, B., & Kinzer, C. K., 2020. Theoretical Foundations of Game-Based and Playful Leaning. Handbook of Game-Based Learning. pp. 344-707.
- Raut, U. S. D. Agashe, U. Farheen & A. Anwari (2015) Game Based Intelligent Tutoring System. International Journal of Engineering Research and General Science, 3(2), pp. 2091-2730.
- Agoncillo, J. A., 2023. DepEd Laments Dearth of Devices. Philippine Daily Inquirer, https://newsinfo.inquirer.net/1317951/deped-laments-dearth-of-devices
- Magsambol, B., 2020. Philippines Eyes better Ranking in 2022 International Student Assessment Program. Rappler.com. https://www.rappler.com/nation/philippines-to-join-programme-international-student-assessment-2022/
- Leaño, A. J., Rabi, N. M., and Piragasam, G. A. G., 2019. Speaking difficulties of Philippine indigenous learners in English Phonology. International Journal Academic Research Business and Social Sciences, 9(1), pp. 1231–1244.
- de Ramos-Samala, H., 2017. Spiral Progression Approach in Teaching Science: A Case Study. KnE Social Sciences, 4th International Research Conference on Higher Education, pp.555–567.
- Silao, Jr. I.V., 2018. Factors Affecting the Mathematics Problem Solving Skills of Filipino Pupils: A Study Conducted in Kiamba Central School SPED Center, Kiamba, Sarangani. International Journal of Scientific and Research Publications, Volume 8, Issue 2, pp. 487-497.
- Abdul Gafoor, K. and Kurukkan, A., 2015. Learner and Teacher Perception on Difficulties in Learning and Teaching Mathematics: Some Implications. https://files.eric.ed.gov/fulltext/ED568368.pdf
- Goker, H., and Tekedere, H., 2022. Phubbing, Alienation, Digital Game Addiction, Independent Self-Construal, And Interdependent Self-Construal Among High School Students: A Path Analysis. Behavioral Psychology / Psicología Conductual, Vol. 30, Nº 1, 2022, pp. 157-181.
- Learningplunge.com, 2017. 4 BENEFITS OF GAME-BASED LEARNING, https://www.learningplunge.org/2017/09/27/4-benefits-of-game-based-learning/
- Sivakumar, R., 2022. Effectiveness of Memory Games on Academic Performance of Primary School Students. Global and Lokal Distance Education- GLOKALde, pp18-23.
- Kinzer, C. K., Hwang, M., Chantes, P., Choi, A., and Hsu. S., 2015. Educational games: Insights for acceptance. GLS 11 conference proceedings. Pittsburgh, PA: ETC Press
- Plass, J. L., and Homer, B. D., 2012. Popular game mechanics as games inspirations for learning mechanics and assessment mechanics. Paper presented at the Game Developers Conference, San Francisco, CA
- Kinzer, C. K., Hoffman, D., Turkay, S., Gunbas, N., Chantes, P., Dvorkin,T., and Chaiwinij, A., 2012. The impact of choice and feedback on learning, motivation, and performance in an educational video game. In K. Squire, C. Martin, & A. Ochsner (Eds.), Proceedings of the games, learning, and society conference: Vol. 2 (pp. 175–181). Pittsburgh, PA: ETC Press.
- Willis, J., 2010. Learning to love math: teaching strategies that change student attitudes and get results. Alexandra, VA: ASCD.
- Plass, J. L., Homer, B. D. and Kinzer, C. K., 2015. Foundations of Game-Based Learning. Educational Psychologist, 50(4), pp. 258-283.
- Funbrain.com, 2017. https://www.funbrain.com/about.
- Snow, E. L., Jacovina, M. E., Jackson, G. T., and McNamara, D. S., 2016. iSTART-2: A reading comprehension and strategy instruction tutor. In S. A. Crossley & D.S. McNamara (Eds.) Adaptive educational technologies for literacy instruction (pp.104-121). New York: Taylor & Francis.
- Red, E. R., Domingo, K. E. D., Santos, K.M. F. and Banaag, J. T., 2013. Design and Development of a Mobile Game-Based Learning Application in Synonyms, Antonyms, and Homonyms. International Journal of the Computer, the Internet and Management Vol.21 No.3, pp 32-38.
- Kahoot!, 2013. https://kahoot.com/company/.
- Andersen, E., 2012. Optimizing adaptivity in educational games. In Proceedings of the International Conference on the Foundations of Digital Games, pp. 279–281. New York, NY: ACM.
- Turkay, S., & Kinzer, C. K., 2013. The effects of customization on game experiences of a massively multiplayer online game’s players. In C. Williams, A. Ochsner, J. Dietmeier, & C. Steinkuehler, (Eds.), Proceedings of GLS 9.0: Games C Learning C Society Conference (pp. 330–337). Pittsburgh, PA: ETC Press.
- Azevedo, R., Cromley, J. G., Moos, D. C., Greene, J. A., and Winters, F. I., 2011. Adaptive content and process scaffolding: A key to facilitating students’ self-regulated learning with hypermedia. Psychological Testing and Assessment Modeling, 53, pp. 106–140.
- Olsson, M. and Mozelius,P., 2016. Game-Based Learning and Game Construction as an E-Learning Strategy In Programming Education, https://digitaluniversities.guideassociation.org/wp-content/uploads/2016_2_3_04_Olsson.pdf.
- Rahman, A. A., Najmuddin, A. F., Abdullah, M. F., Ibrahim, I. M., Shaffie, S. S., & Ismail, S. R., 2020. The Development of Atomic Game-Based Learning for Chemistry. International Journal of Academic Research in Business and Social Sciences, 10(11), pp. 1364–1372.
- Obedoza, J. B. and Sison, R., 2020. Design of a Game-based Intelligent Learning Environment to Remediate Fraction Addition/Subtraction Misconceptions. Proceedings of the 28th International Conference on Computers in Education.
- Dando, M. F., De Guzman, P. K., Tampos, E. and Balahadia, F., 2019. First Aid Mobile Application for University Clinic using Predictive String Search Algorithm, 2019 IEEE 11th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM), pp. 1-6.
- Whitton, N., 2012. “The place of game-based learning in an age of austerity” Electronic Journal of e-Learning, 10(2), pp. 249 – 256.
- Perry, D., 2016. An Analysis of Game-Based Learning for the Design of Digital Science Games. The University of Washington https://digital.lib.washington.edu/researchworks/bitstream/handle/1773/35505/Perry_washington_0250E_15455.pdf?sequence=1
- Shabaneh, Y., & Farrah, M., 2019. The effect of games on vocabulary retention. Indonesian Journal of Learning and Instruction, 2(1), pp. 79-90. https://journal.uniku.ac.id/index.php/IJLI/article/view/1687
- Zirawaga, V. S., Olusanya, A. I. & Maduku, T., 2017. Gaming in Education: Using Games as a Support Tool to Teach History, Journal of Education and Practice, 8(15), pp. 55-64, https://www.researchgate.net/publication/321376822_Gaming_in_Education_Using_Games_as_a_Support_Tool_to_Teach_History
- Dol, S. M., 2017. GPBL: An Effective way to Improve Critical Thinking and Problem-Solving skills in Engineering Education, Journal of Engineering Education Transformations, 30(3), http://www.journaleet.org/index.php/jeet/article/view/110523
- Bahrami, F., Chegini, Z. R., Kianzadeh, A., Emami, F. & Abdi, H., 2012. A comparison of the effectiveness of game-based and traditional teaching on learning and retention of first-grade math concepts, European Journal of Experimental Biology, 2 (6): pp. 2099-2102, http://www.imedpub.com/articles/a-comparison-of-the-effectiveness-of-gamebased-and-traditional-teaching-onlearning-and-retention-of-first-grade-math-concepts.pdf
- Liu, Eric Zhi Feng & Chen, Po-Kuang, 2013. The Effect of Game-Based Learning on Students’ Learning Performance in Science Learning – A Case of “Conveyance Go”, November 2013, Procedia - Social and Behavioral Sciences 103(4): pp. 1044-1051. DOI:10.1016/j.sbspro.2013.10.430
- Su, C.H. & Cheng, C.H, 2013. A Mobile Game-based Insect Learning System for improving learning achievements. Procedia - Social and Behavioral Sciences, Volume 103, pp. 42-50. https://reader.elsevier.com/reader/sd/pii/S1877042813037506?token=6BABB6D6FC9146803C5930EE76373B8B390EA0205641A814C43E007231754966E960E7049DC5E482EE64D24CE5A47016
- Ong, A.A. D., Tecson, R. M. V. & Danseco, B. M. P., 2014. Developing an Educational Augmented Reality Game on the Battle of Mactan Using the Intel Perceptual Computing Kit, http://penoy.admu.edu.ph/~alls/wp-content/uploads/2014/12/Paper-05-FINAL.pdf.
- Prikken, M., Konings, M. J., Lei, W. U., Begemann, M. J. H., & Sommer, I. E., 2019. The efficacy of computerized cognitive drill and practice training for patients with a schizophrenia-spectrum disorder: A meta-analysis. Schizophrenia Research, Volume 204, pp. 368-374, https://doi.org/10.1016/j.schres.2018.07.034