How to Model an Engaging Online Quiz? The Emotion Modeling Approach

• Autorzy: Zulkifli Syazwanie Filzah binti , WaiShiang Cheah , Khairuddin Muhammad Asyraf bin , Jali Nurfauza binti , Bujang Yanti Rosmunie binti

Identyfikatory

DOI

10.26636/jtit.2022.156221

• Języki publikacji: EN

Abstrakty

EN

The article focuses on software technology used to provide a more engaging and exciting learning environment for students by introducing a variety of quizzes. Presently, quiz development can range from simple multiple-choice questions, true or false, drag-and-drop, dropdown menu selections, to 3D interactive techniques. This study introduces a systematic way of creating an engaging application using emotion modeling. Emotion models are being introduced in order to collect and model the systems’ meaningful emotional needs. According to the findings, agent-oriented modeling is capable of modeling the emotional requirements of a system and of transforming these into a specific solution enabling to rapidly prototype an engaging system. A quantitative study has been performed on the novel approach to determine the feasibility of the proposed methodology in terms of analyzing, designing, and developing engaging applications.

Słowa kluczowe

EN

emotion modeling; agent-oriented modeling; learning technology

• Wydawca: Instytut Łączności - Państwowy Instytut Badawczy
• Czasopismo: Journal of Telecommunications and Information Technology
• Rocznik: 2022
• Tom: nr 1
• Strony: 54--63
• Opis fizyczny: Bibliogr. 28 poz., rys.

Twórcy

autor

Zulkifli Syazwanie Filzah binti

• Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak (UNIMAS), 94300 Kota Samarahan, Sarawak, Malaysia

• https://orcid.org/0000-0003-3736-5516

autor

WaiShiang Cheah

• Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak (UNIMAS), 94300 Kota Samarahan, Sarawak, Malaysia

• https://orcid.org/0000-0002-1647-6703

autor

Khairuddin Muhammad Asyraf bin

• Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak (UNIMAS), 94300 Kota Samarahan, Sarawak, Malaysia

• https://orcid.org/0000-0001-9837-4438

autor

Jali Nurfauza binti

• Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak (UNIMAS), 94300 Kota Samarahan, Sarawak, Malaysia

• https://orcid.org/0000-0002-7789-8168

autor

Bujang Yanti Rosmunie binti

• Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak (UNIMAS), 94300 Kota Samarahan, Sarawak, Malaysia

Bibliografia

• [1] S. Y.Wai, C.W. Shiang, S. F. Zulkii, N. B. Jali, and M. A. Khairuddin, „Requirement engineering meets emotion: A case study of Quiz MASter", Int. J. of Adv. Sci. and Technol., vol. 28, no. 2, pp. 215-222, 2019.
• [2] C. A. Courtad, „Making your classroom smart: Universal design for learning and technology", in Smart Education and e-Learning 2019, V. Uskov, R. Howlett, and L. Jain, Eds. Smart Innovation, Systems and Technologies, vol. 144, pp. 501-510. Springer, 2019 (DOI: 10.1007/978-981-13-8260-4 44).
• [3] A. Khan, O. Egbue, B. Palkie, and J. Madden, „Active learning: Engaging students to maximize learning in an online course", The Electron. J. of e-Learn., vol. 15, no. 2, pp. 107-115, 2017 [Online]. Available: https://files.eric.ed.gov/fulltext/EJ1141876.pdf
• [4] R. Deng, P. Benckendorff, and D. Gannaway, „Learner engagement in MOOCs: Scale development and validation", British J. of Educ. Technol., vol. 51, pp. 245-262, 2019 (DOI: 10.1111/bjet.12810).
• [5] T. D. Nguyen, M. Cannata, and J. Miller, „Understanding student behavioral engagement: Importance of student interaction with peers and teachers", J. of Educ. Res., vol. 111, no. 2, pp. 163-174, 2016 (DOI: 10.1080/00220671.2016.1220359).
• [6] L. M. Daniels, C. Adams, and A. McCaffreÿ „Emotional and social engagement in a massive open online course: An examination of Dino 101", Emotion, Technol. and Learn., in Emotions, Technology, and Learning, S. Tettegah and M. P. McCreery, Eds. Elsevier, 2016, pp. 25-41 (DOI:10.1016/B978-0-12-800649-8.00004-3).
• [7] S. R. Jimerson, E. Campos, and J. L. Greif, „Toward an understanding of definitions and measures of school engagement and related terms", The California School Psycholog., vol. 8, no. 1, pp. 7-27, 2003 (DOI:10.1007/BF03340893).
• [8] F. Zhao, „Using quizizz to integrate fun multiplayer activity in the accounting classroom", Int. J. of Higher Educ., vol. 8, no. 1, pp. 37-43, 2019 [Online]. Available: http://files.eric.ed.gov/fulltext/EJ1203198.pdf
• [9] S. H. Gamage, J. R. Ayres, M. B. Behrend, and E. J. Smith, „Optimising moodle quizzes for online assessments", Int. J. of STEM Educ., vol. 6, no. 1, 2019 (DOI:10.1186/s40594-019-0181-4).
• [10] S. Leung, S. Virwaney, F. Lin, A. Armstrong, and A. Dubbelboer, „TSI-enhanced pedagogical agents to engage learners in virtual worlds", Int. J. of Distance Educ. Technol., vol. 11, no. 1, pp. 1-13, 2013 (DOI: 10.4018/jdet.2013010101).
• [11] M. Kissoon Curumsing, „Emotion-oriented requirements engineering", Ph.D. thesis, Swinburne University of Technology, Melbourne, Australia, 2017 [Online]. Available: https://nzjohng.github.io/publications/theses/anju2017.pdf
• [12] A. A. Lopez-Lorca, T. Miller, S. Pedell, L. Sterling, and M. Kissoon Curumsing, „Modelling Emotional Requirements", 2014 [Online]. Available: https://people.eng.unimelb.edu.au/tmiller/pubs/modelling-emotional-requirements.pdf
• [13] L. Sterling and K. Taveter, The Art of Agent-Oriented Modeling. London, England: The MIT Press, 2009 (ISBN: 9780262013116).
• [14] H. Dargaye, B. Gobin-Rahimbux, and N. G. Sahib-Kaudeer, „Agentbased modeling for a smart parking system for Mauritius", in Information Systems Design and Intelligent Applications. Proceedings of Fifth International Conference INDIA 2018, Volume 2, S. C. Satapathy et al., Eds. AISC, vol. 863, pp. 367-377. Springer, 2019 (DOI: 10.1007/978-981-13-3338-5 34).
• [15] A. Bon et al., „Community-centered, project-based ICT4D education in the field", in Proc. of 15th Int. Conf. on Social Implic. of Comp. in Develop. Countr., Warsaw, Poland, 2019, pp. 386-397 (DOI: 10.1007/978-3-030-19115-3 32).
• [16] J. Marshall, „Agent-based modeling of emotional goals in digital media design projects", in Innovative Methods, User-Friendly Tools, Coding, and Design Approaches in People-Oriented Programming, S. Goschnick, Ed. Publisher IGI Global, 2018, pp. 262-284 (ISBN: 9781522559696).
• [17] „Student Engagement", The Glossary of Education Reform, 2016 [Online]. Available: https://www.edglossary.org/student-engagement/
• [18] V. Sagayadevan and S. Jeyaraj, „The role of emotional engagement in lecturer-student interaction and the impact on academic outcomes of student achievement and learning", J. of the Scholarship of Teach. and Learn., vol. 12, no. 3, pp. 1-30, 2012 [Online]. Available: https://files.eric.ed.gov/fulltext/EJ992115.pdf
• [19] A. Dirin and T. H. Laine, „User experience in mobile augmented reality: Emotions, challenges, opportunities and best practices", Computers, vol. 7, no. 2, pp. 215-222, 2018 (DOI: 10.3390/computers7020033).
• [20] M. D. Dixson, „Creating effective student engagement in online courses: What do students find engaging?", J. of the Scholar. of Teach. and Learning, vol. 10, no. 2, pp. 1-13, 2010 [Online]. Available: http://files.eric.ed.gov/fulltext/EJ890707.pdf
• [21] C. Taylor et al., „Student engagement: A framework for on-demand performance assessment tasks", Stanford Center for Opportunity Policy in Education, 2016 [Online]. Available: https://edpolicy.stanford.edu/sites/default/files/publications/studentengagement-framework.pdf
• [22] F. Martin and D. U. Bolliger, „Engagement matters: Student perceptions on the importance of engagement strategies in the online learning environment", Online Learning J., vol. 22, no. 1, pp. 205-222, 2018 [Online]. Available: https://files.eric.ed.gov/fulltext/EJ1179659.pdf
• [23] J. Banna, M. F. G. Lin, M. Stewart, and M. K. Fialkowski, „Interaction matters: Strategies to promote engaged learning in an online introductory nutrition course", J. of Online Learn. and Teach., vol. 11, no. 2, pp. 249-261, 2015 [Online]. Available: https://pdfs.semanticscholar.org/65c7/0b42305630dc9da07d2cdd2d9b3939d6b971.pdf
• [24] M. Sherkat, A. Mendoza, T. Miller, and R. Burrows, „Emotional Attachment Framework for People-Oriented Software", On-line Learn. J., vol. 22, no. 1, pp. 205-222, 2018 [Online]. Available: https://arxiv.org/pdf/1803.08171.pdf
• [25] D. Curumsing, M. K. Fernando, M. Abdelrazek, R. Vasa, K. Mouzakis, and J. Grundy, „Emotion-oriented requirements engineering: A case study in developing a smart home system for the elderly", J. of Syst. and Softw., vol. 147, pp. 215-229, 2019 (DOI: 10.1016/j.jss.2018.06.077).
• [26] T. Miller et al., „Emotion-led modeling for people-oriented requirements engineering: The case study of emergency systems, J. of Syst. and Softw., vol. 22, no. 1, 105, pp. 54-71, 2015 (DOI: 10.1016/j.jss.2015.03.044).
• [27] R. S. J. D. Baker, S. K. D'Mello, M. M. T. Rodrigo, and A. C. Graesser, „Better to be frustrated than bored: The incidence, persistence, and impact of learners' cognitive-affective states during interactions with three different computer-based learning environments", Int. J. of Human-Comp. Stud., vol. 68, no. 4, pp. 223-241, 2010 (DOI: 10.1016/j.ijhcs.2009.12.003).
• [28] B. Dobing and J. Parsons, „Dimensions of UML diagram use: A survey of practitioners", J. of Database Manag., vol. 19, no. 1, pp. 1-18, 2008 (DOI: :10.4018/jdm.2008010101).

Uwagi

Opracowanie rekordu ze środków MNiSW, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2024).