LITERATURE REVIEW: ANALISIS INTEGRASI CHATBOT DENGAN ELEMEN GAME UNTUK MENINGKATKAN ENGAGEMENT PENGGUNA DI PENDIDIKAN, BISNIS, DAN HIBURAN

Authors

  • Alifia Ardita UPN Veteran Jawa Timur Author
  • Ariel Chavya Ikhrima UPN Veteran Jawa Timur Author
  • Rika Wati UPN Veteran Jawa Timur Author

DOI:

https://doi.org/10.69714/zpkqbd70

Keywords:

Chatbot, Gamification, User Engagement

Abstract

The integration of chatbots and gamification has increasingly been adopted as a strategy to create more interactive digital experiences. Chatbots and gamification function as motivational tools that enhance user engagement, and their application has expanded across various sectors of daily life. However, further understanding and research are still required to examine how the combination of these two approaches can produce optimal outcomes. This study aims to address two main research questions: how chatbots and gamification can complement each other in creating engaging user experiences, and in which contexts this integration produces the most significant impact. This research employs a Systematic Literature Review approach using the Grounded Theory Literature Review method. Articles were collected from Google Scholar and Garuda, with search criteria focusing on the use of chatbots integrated with gamification elements in the fields of education, business, and entertainment. The selection process involved screening titles, abstracts, publication years, and contextual relevance to ensure that only pertinent studies were analyzed further.The findings indicate that the integration of chatbots and gamification can strengthen interaction, increase motivation, and create more adaptive experiences across various contexts. In education, this combination provides more personalized learning support. In business settings, it enhances emotional connections with users, while in the entertainment sector, it creates more immersive experiences. Overall, this study confirms that the integration of these two technologies holds significant potential to enhance user engagement, although challenges remain in terms of design and the sustainability of their implementation.

References

M. Benevides et al., “Gamification and Chatbots in Education: A Study on the Impact on Student Interaction and Engagement,” 2024. [Online]. Available: https://www.jisem-journal.com/

M. F. Sugiyarto, R. N. Yasa, G. Girinoto, H. Setiawan, and H. R. Wicaksono, “Spaticrypt : Platform Edukasi Kriptografi Berbasis Web dengan Konsep Gamifikasi Capture-the-Flag dan Integrasi Chatbot Kecerdasan Buatan sebagai Asisten Virtual,” Info Kripto, vol. 19, no. 1, pp. 39–47, Apr. 2025, doi: 10.56706/ik.v19i1.120.

J. Ifghaniyafi Farras, D. Kirana Hapsari, and C. Rizki Agrina, “JICN: Jurnal Intelek dan Cendikiawan Nusantara RESEARCH TRENDS OF INTEGRATING AR/VR, CHATBOT, AND GAMIFICATION IN DIGITAL MARKETING,” 2025, [Online]. Available: https://jicnusantara.com/index.php/jicn

Y. Xu, J. Zhu, M. Wang, F. Qian, Y. Yang, and J. Zhang, “The Impact of a Digital Game-Based AI Chatbot on Students’ Academic Performance, Higher-Order Thinking, and Behavioral Patterns in an Information Technology Curriculum,” Applied Sciences (Switzerland), vol. 14, no. 15, Aug. 2024, doi: 10.3390/app14156418.

C. Nja, I. V Nkereuwem, ; Nja, C. Obi, and S. Oyovwikoghene, “Relationship Between Chatbots and AI-Powered Gamification on Chemistry Students’ Motivation,” 2023. [Online]. Available: https://www.researchgate.net/publication/376133480

M. G. Elmashhara, R. De Cicco, S. C. Silva, M. Hammerschmidt, and M. L. Silva, “How gamifying AI shapes customer motivation, engagement, and purchase behavior,” Psychol Mark, vol. 41, no. 1, pp. 134–150, Jan. 2024, doi: 10.1002/mar.21912.

T. Maya Kadarina, “Gamifikasi untuk Belajar Pemrograman menggunakan Chatbot pada Platform Discord,” 2020. [Online]. Available: https://www.researchgate.net/publication/352838690

A. Rapp, L. Curti, and A. Boldi, “The human side of human-chatbot interaction: A systematic literature review of ten years of research on text-based chatbots,” International Journal of Human Computer Studies, vol. 151, Jul. 2021, doi: 10.1016/j.ijhcs.2021.102630.

A. Amalia, D. Mohammad, and S. Suprayogi, “Social Media Chatbots for Collaborated Engagement Marketing,” Channel Jurnal Komunikasi, vol. 7, no. 1, pp. 33–42, 2019, [Online]. Available: http://journal.uad.ac.id/index.php/CHANNEL|

B. Rusmarasy, B. Priyambadha, and F. Pradana, “Pengembangan Chat Bot pada CoMa untuk memberikan motivasi kepada pengguna menggunakan AIML,” 2019. [Online]. Available: http://j-ptiik.ub.ac.id

J. Rodriguez, G. Piccoli, and M. Bartosiak, Nudging the Classroom: Designing a Socio-Technical Artifact to Reduce Academic Procrastination. 2019. [Online]. Available: https://hdl.handle.net/10125/59878

S. Pambudi, H. D. Surjono, T. Sukardiyono, and I. Hidayatulloh, “Video-Based Blended Course for Computer Network Learning,” in Journal of Physics: Conference Series, Institute of Physics Publishing, Dec. 2019. doi: 10.1088/1742-6596/1413/1/012025.

J. D. Engel, V. J. L. Engel, and E. Mailoa, “Interaction monitoring model of logo counseling website for college students’ healthy self-esteem,” International Journal of Evaluation and Research in Education, vol. 9, no. 3, pp. 607–613, Sep. 2020, doi: 10.11591/ijere.v9i3.20525.

M. E. te Pas, W. G. M. M. Rutten, R. A. Bouwman, and M. P. Buise, “User experience of a chatbot questionnaire versus a regular computer questionnaire: Prospective comparative study,” JMIR Med Inform, vol. 8, no. 12, Dec. 2020, doi: 10.2196/21982.

R. Mellado-Silva, A. Faúndez-Ugalde, and M. Blanco-Lobos, “Effective learning of tax regulations using different chatbot techniques,” Advances in Science, Technology and Engineering Systems, vol. 5, no. 6, pp. 439–446, 2020, doi: 10.25046/aj050652.

J. Boné, J. C. Ferreira, R. Ribeiro, and G. Cadete, “Disbot: A Portuguese disaster support dynamic knowledge chatbot,” Applied Sciences (Switzerland), vol. 10, no. 24, pp. 1–20, Dec. 2020, doi: 10.3390/app10249082.

A. Ricci, L. Gosetto, K. Blondon, and F. Ehrler, “The new smart-meds: Redesign of a gamified app to improve medication adherence using a mixed methods design,” in Studies in Health Technology and Informatics, IOS Press BV, Nov. 2020, pp. 182–186. doi: 10.3233/SHTI200719.

I. Febriana Wati, “Digital Game-Based Learning as A Solution to Fun Learning Challenges During the Covid-19 Pandemic,” 2020.

C. Wiethof, N. Tavanapour, and E. A. C. Bittner, “Designing and Evaluating a Collaborative Writing Process with Gamification Elements: Toward a Framework for Gamifying Collaboration Processes,” AIS Transactions on Human-Computer Interaction, vol. 13, no. 1, pp. 38–61, Mar. 2021, doi: 10.17705/1thci.00141.

K. Fornalczyk, K. Bortko, and J. Jankowski, “Improving user attention to chatbots through a controlled intensity of changes within the interface,” in Procedia Computer Science, Elsevier B.V., 2021, pp. 5112–5121. doi: 10.1016/j.procs.2021.09.289.

M.-H. Hsu and C.-S. Yu, “Gamified Medical Terminology Learning Through Chatbot-Based Crossword Puzzles: the Termbot,” Sep. 29, 2021. doi: 10.21203/rs.3.rs-888105/v1.

C. Pande, “ChEdventure-A Chatbot-based Educational Adventure Game for Modeling Tasks in Information Systems,” 2021.

S. Nuanmeesri, “The Efficiency of Elderly Community Product Using Digital Marketing through Unfolding of Practice during COVID19 Pandemic,” Journal of System and Management Sciences, vol. 11, no. 4, pp. 65–86, 2021, doi: 10.33168/JSMS.2021.0404.

M. Portela, “Interfacing participation in citizen science projects with conversational agents,” Human Computation, vol. 8, no. 2, pp. 33–53, Jul. 2021, doi: 10.15346/hc.v8i2.114.

I. Hungerbuehler, K. Daley, K. Cavanagh, H. G. Claro, and M. Kapps, “Chatbot-based assessment of employees’ mental health: Design process and pilot implementation,” JMIR Form Res, vol. 5, no. 4, Apr. 2021, doi: 10.2196/21678.

K. Katchapakirin, C. Anutariya, and T. Supnithi, “ScratchThAI: A conversation-based learning support framework for computational thinking development,” Educ Inf Technol (Dordr), vol. 27, no. 6, pp. 8533–8560, Jul. 2022, doi: 10.1007/s10639-021-10870-z.

F. Lieder, P.-Z. Chen, M. Prentice, V. Amo, and M. Tošić, “Gamification of Behavior Change: Mathematical Principle and Proof-of-Concept Study (Preprint),” Sep. 30, 2022. doi: 10.2196/preprints.43078.

F. M. Basysyar, A. R. Dikananda, and D. A. Kurnia, “Prediction of Bank Customer Potential Using Creative Marketing Based on Exploratory Data Analysis and Decision Tree Algorithm,” Ingenierie des Systemes d’Information, vol. 27, no. 4, pp. 597–604, Aug. 2022, doi: 10.18280/isi.270409.

H. B. Essel, D. Vlachopoulos, A. Tachie-Menson, E. E. Johnson, and P. K. Baah, “The impact of a virtual teaching assistant (chatbot) on students’ learning in Ghanaian higher education,” International Journal of Educational Technology in Higher Education, vol. 19, no. 1, Dec. 2022, doi: 10.1186/s41239-022-00362-6.

D. Ruggiu et al., “Responsible innovation at work: gamification, public engagement, and privacy by design,” J Responsible Innov, vol. 9, no. 3, pp. 315–343, 2022, doi: 10.1080/23299460.2022.2076985.

Y. Zhu, R. Wang, and C. Pu, “‘I am chatbot, your virtual mental health adviser.’ What drives citizens’ satisfaction and continuance intention toward mental health chatbots during the COVID-19 pandemic? An empirical study in China,” Digit Health, vol. 8, Mar. 2022, doi: 10.1177/20552076221090031.

T. A. Bui et al., “Identifying Potential Gamification Elements for A New Chatbot for Families with Neurodevelopmental Disorders: User-Centered Design Approach,” JMIR Hum Factors, vol. 9, no. 3, Jul. 2022, doi: 10.2196/31991.

V. A. Giráldez, A. Sanmiguel-Rodríguez, O. R. Álvarez, and R. Navarro-Patón, “Can Gamification Influence the Academic Performance of Students?,” Sustainability (Switzerland), vol. 14, no. 9, May 2022, doi: 10.3390/su14095115.

A. Sukhu and A. Bilgihan, “Service recovery strategies: mitigating negative word-of-mouth in the hotel industry through enhanced customer engagement,” International Hospitality Review, Sep. 2023, doi: 10.1108/ihr-05-2023-0025.

N. Rane, S. Choudhary, and J. Rane, “Metaverse for Enhancing Customer Loyalty: Effective Strategies to Improve Customer Relationship, Service, Engagement, Satisfaction, and Experience,” SSRN Electronic Journal, 2023, doi: 10.2139/ssrn.4624197.

Z. Alamin and R. Missouri, “Efektivitas Platform Pembelajaran Berbasis AI dalam Pengajaran Pemrograman Dasar,” 2023. [Online]. Available: https://ejournal.ranedu.my.id/index.php/pendiri/article/view/46

Z. Ezzoubair, E. H. Ismail, O. Mohammed, and S. Kamal, “Adaptable and non-adaptable gamified e-learning model using chatbots,” 2023, pp. 224–231. doi: 10.2991/978-94-6463-360-3_24.

O. Nozhovnik, T. Harbuza, N. Teslenko, O. Okhrimenko, V. Zalizniuk, and A. Durdas, “Chatbot Gamified and Automated Management of L2 Learning Process Using Smart Sender Platform,” Int J Educ Method, vol. 9, no. 3, pp. 603–618, Aug. 2023, doi: 10.12973/ijem.9.3.603.

N. H. Nazuardi, W. M. N. H. Wan Salleh, and N. Balasundram, “Pembangunan dan kajian persepsi Guru Pelatih terhadap kebolehgunaan permainan Bio-Mission Ladder Board bagi topik Meiosis,” Jurnal Pendidikan Sains dan Matemaitk Malaysia, vol. 13, no. 2, pp. 112–118, Oct. 2023, doi: 10.37134/jpsmm.vol13.2.10.2023.

T. Kristianti, “IMPLEMENTASI ARTIFICIAL INTELEGENCE (AI) DALAM DUNIA PENDIDIKAN DI ERA SOCIETY 5.0,” 2023.

A. T. Neumann, A. D. Conrardy, S. Decker, and M. Jarke, “Motivating Learners with Gamified Chatbot-Assisted Learning Activities,” in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2023, pp. 189–203. doi: 10.1007/978-981-99-8385-8_15.

C. S. González-González, V. Muñoz-Cruz, P. A. Toledo-Delgado, and E. Nacimiento-García, “Personalized Gamification for Learning: A Reactive Chatbot Architecture Proposal,” Sensors, vol. 23, no. 1, Jan. 2023, doi: 10.3390/s23010545.

B. Khosrawi-Rad, A. Borchers, L. Grogorick, and S. Robra-Bissantz, “Design Principles for Gamified Pedagogical Conversational Agents,” in ACM International Conference Proceeding Series, Association for Computing Machinery, Oct. 2023, pp. 67–82. doi: 10.1145/3616961.3616973.

Tu Tran and Binh Nguyen, Proceedings of the international conference business based on digital platform BDP-3. Financial Pulishing House, 2023.

B. John Thomas and S. Alkhafaji, “Gamification of personalized learning through Massive Open Online Courses: learner-to-AI enabled chatbot,” in Massive Open Online Courses - Current Practice and Future Trends, IntechOpen, 2023. doi: 10.5772/intechopen.1001113.

K. Parsakia and M. Jafari, “Strategies for Enhancing Customer Engagement Using Artificial Intelligence Technologies in Online Markets,” Journal of Technology in Entrepreneurship and Strategic Management, vol. 2, no. 1, pp. 49–62, 2023.

R. B. Yousif, M. G. Abd Alkreem, and A. B. Yousif, “Personalized Chatbot Responses using Reinforcement Learning and User Modeling,” Journal of Education for Pure Science, vol. 14, no. 4, Dec. 2024, doi: 10.32792/jeps.v14i3.462.

N. Khan and N. Sabahat, “Role of AI Chatbots in Revolutionizing Gaming Experiences - A Survey,” VFAST Transactions on Software Engineering, vol. 12, no. 1, pp. 93–104, Mar. 2024, doi: 10.21015/vtse.v12i1.1725.

D. F. Dewi, S. Nur’Aini, and T. S. Suwarti, “STUDENTS’ PERCEPTION ON THE USE OF CHATBOT FROM MEMRISE SITE AND THEIR WILLINGNESS TO COMMUNICATE IN ENGLISH,” Linguistics and Education Journal, vol. 2, no. 1, Mar. 2024, doi: 10.26877/lej.v2i1.18092.

L. Pramudya Anpurnan, “Pengembangan Aplikasi Pembelajaran Grammar Bahasa Inggris Menggunakan Gamifikasi dan ChatGPT,” Jurnal Teknik Informatika dan Terapan, no. 2, 2024.

A. Rahman Ramadhan, “The AI Chatbot Phenomenon and Its Impact on Learning Fiqh (A Study of the Ethical Dimensions of Artificial Intelligence in Learning Islamic Jurisprudence),” Sci Educ (Dordr), vol. 3, pp. 177–186, 2024.

E. LO Yi-Fang and J. Chih-Yuan SUN, “The Effect of LINE Chatbot with Escape Game Design on English Learning Achievement, Situational Interest, and Student Engagement,” 2024.

S. Nagel, A. Wolters, D. M. Riehle, and P. Delfmann, “Association for Information Systems Association for Information Systems Designing an Intelligent Tutoring Chatbot for Declarative Process Designing an Intelligent Tutoring Chatbot for Declarative Process Modeling Education Modeling Education,” 2024. [Online]. Available: https://aisel.aisnet.org/acis2024/162

D. Benner, S. Schöbel, A. Janson, and J. M. Leimeister, Engaging Minds-How Gamified Chatbots can Support and Motivate Learners in Digital Education. 2024.

S. Imanda, F. Rusiyana, and A. Anggara, “WEBSITE SIMULASI WAWANCARA KERJA INTERAKTIF MENGGUNAKAN METODE NATURAL LANGUAGE PROCESSING,” 2024.

L. Pramudya Anpurnan, “Pengembangan Aplikasi Pembelajaran Grammar Bahasa Inggris Menggunakan Gamifikasi dan ChatGPT,” Jurnal Teknik Informatika dan Terapan, no. 2, 2024.

N. Suputra, A. Basuki, A. Hariri, A. Prohimi, A. Gunawan, and A. B. Syafruddin, “DEVELOPMENT OF CHATBOT LEARNING 4.0 PLATFORM FOR OFFICE ENVIRONMENT IN IMPROVING THE QUALITY OF HUMAN RESOURCES OFFICE MANAGEMENT IN INDONESIA,” vol. 4, pp. 404–426, 2024, [Online]. Available: http://ejournal.undhari.ac.id/index.php/de_journal

S. Nurkamilah, U. Syaefudin Sa’ud, W. Sopandi, D. Gunawan, and Y. Biduri, “Kalam Cendekia: Jurnal Ilmiah Kependidikan International Research Trends of Gamification in Elementary School: Analisis Bibliometrik,” 2024.

J. Khlaisang and P. Koraneekij, “Roles of Chatbots in Gamified Self-Regulated Learning System to Enhance Achievement Motivation of Learners in Massive Open Online Courses,” Electronic Journal of e-Learning, vol. 22, no. 8, pp. 106–120, Jul. 2024, doi: 10.34190/ejel.22.8.3505.

S. V. Symonenko, N. V. Zaitseva, V. V. Osadchyi, K. P. Osadcha, V. S. Kruglyk, and S. O. Sysoieva, “Application of chatbots for enhancing communication skills of IT specialists,” in Journal of Physics: Conference Series, Institute of Physics, 2024. doi: 10.1088/1742-6596/2871/1/012026.

M. D. La Roca, M. M. Chan, A. Garcia-Cabot, E. Garcia-Lopez, and H. Amado-Salvatierra, “The impact of a chatbot working as an assistant in a course for supporting student learning and engagement,” Computer Applications in Engineering Education, vol. 32, no. 5, Sep. 2024, doi: 10.1002/cae.22750.

W. J. Chang, P. C. Chang, and Y. H. Chang, “The gamification and development of a chatbot to promote oral self-care by adopting behavior change wheel for Taiwanese children,” Digit Health, vol. 10, Jan. 2024, doi: 10.1177/20552076241256750.

A. Urbanelli, A. Frisiello, L. Bruno, and C. Rossi, “The ERMES chatbot: A conversational communication tool for improved emergency management and disaster risk reduction,” International Journal of Disaster Risk Reduction, vol. 112, Oct. 2024, doi: 10.1016/j.ijdrr.2024.104792.

S. Shikun, G. Grigoryan, N. Huichun, and H. Harutyunyan, “AI Chatbots: Developing English Language Proficiency in EFL Classroom,” Arab World English Journal, vol. 1, no. 1, pp. 292–305, Apr. 2024, doi: 10.24093/awej/chatgpt.20.

O. A. Al-Smadi, R. A. Rashid, H. Saad, Y. H. Zrekat, S. S. L. A. Kamal, and G. I. Uktamovich, “Artificial Intelligence for English Language Learning and Teaching: Advancing Sustainable Development Goals,” Journal of Language Teaching and Research, vol. 15, no. 6, pp. 1835–1844, Nov. 2024, doi: 10.17507/jltr.1506.09.

M. M. A. Zakaria, M. Doheir, N. Akmaliah, and N. B. M. Yaacob, “Infinite Potential of AI Chatbots: Enhancing User Experiences and Driving Business Transformation in E-commerce: Case of Palestinian E-Commerce,” Journal of Ecohumanism, vol. 3, no. 5, pp. 216–229, Jun. 2024, doi: 10.62754/joe.v3i5.3896.

S. Shodiyor Qizi Botirova, “59 Acumen: International Journal of Multidisciplinary Research TECHNOLOGIES AND METHODS OF TEACHING FOREIGN LANGUAGES,” 2024.

M. Kim, “Unveiling the e-Servicescape of ChatGPT: Exploring User Psychology and Engagement in AI-Powered Chatbot Experiences,” Behavioral Sciences, vol. 14, no. 7, Jul. 2024, doi: 10.3390/bs14070558.

R. Noni Naatonis, M. Jannah, and E. Ariesto Umbu Malahina, “Evaluation of Problem Based Gamification Learning (PBGL) Model on Critical Thinking Ability with Artificial Intelligence Approach Integrated with ChatGPT API: An Experimental Study,” QUBAHAN ACADEMIC JOURNAL, vol. 4, no. 3, 2024, doi: 10.58429/qaj.v4n3a919.

Cheng-Hsiu Li, “Integrating Gamification Elements into a Personalized Cognitive Mobile-Learning LINE Bot,” Emerging Science Innovation, vol. 3, pp. 27–42, Feb. 2024, doi: 10.46604/emsi.2024.12980.

L. J. Gasparin et al., “Gamification and Chatbots in Education: A Study on the Impact on Student Interaction and Engagement,” 2024. [Online]. Available: https://www.jisem-journal.com/

Y. Wang, J. Wu, F. Chen, Z. Wang, J. Li, and L. Wang, “Empirical Assessment of AI-Powered Tools for Vocabulary Acquisition in EFL Instruction,” IEEE Access, vol. 12, pp. 131892–131905, 2024, doi: 10.1109/ACCESS.2024.3446657.

C. T. Tan, I. Atmosukarto, B. Tandianus, S. Shen, and S. Wong, “Exploring the Impact of Avatar Representations in AI Chatbot Tutors on Learning Experiences,” 2025, doi: 10.1145/3706598.

R. Auvia Nadzila, M. Rizal Gaffar, ) Program, S. Manajemen, F. Ekonomi, and D. Bisnis, “Analisis Presepsi Konsumen terhadap Pemanfaatan Artificial Intelligent dalam Meningkatkan Customer Experience Marketplace Shopee,” Integrative Perspectives of Social and Science Journal, vol. 2, no. 3, p. 2025, 2025.

Dr. Bohra Tanuj and Neeta, “the Creative Commons Attribution 4.0 International License (CC BY-NC 4.0),” 2025, doi: 10.32628/SHISRRJ.

O. Azhari, F. Sakti, and J. Fernandes Andry, “Evaluasi Knowledge Management System (KMS) Terhadap Peningkatan Kinerja dan Inovasi Perusahaan Pada PT. XYZ,” INNOVATIVE: Journal Of Social Science Research, vol. 5, pp. 5481–5490, 2025.

D. L. Rachmawati, “Boost Your Vocab! Pelatihan Penguasaan Kosakata Bahasa Inggris me-lalui Aplikasi Interaktif dan AI,” 2025, doi: 10.63011/ijce.v1i2.9.

J. Bimbingan, D. Konseling, and P. Islam, “AN-NASHRU Peran Teknologi Artificial Intelligence (AI) dalam Manajemen Peserta Didik: Inovasi dan Implikasinya terhadap Pembelajaran Adaptif Nazla Universitas KH. Mukhtar Syafa’at Blokagung Banyuwangi,” vol. 3, no. 1, 2025, [Online]. Available: www.ejournal.stai-alkifayahriau.ac.id/index.php/annashru

S. Klaudia, S. Tinggi, I. Ekonomi, and K. Negara Blitar, “Sura Klaudia Riset Manajemen Dan Akuntansi,” 2025.

H. Kim et al., “Development of a Smart Health Care Service Using Metaverse and Chatbot Technologies for Adolescents, Parents, and School Health Teachers: User-Centered Design Approach,” J Med Internet Res, vol. 27, 2025, doi: 10.2196/69190.

Gilang Rahmat Wibowo, Yolanda Masnita, and Kurniawati, “17.+Gilang+Januari-April+2025 (3),” 2025.

I. L. Sardi, S. Yulia, and N. Selviandro, “Pengimplementasian LMS Moodle Berbasis Gamifikasi pada AL Lathif Islamic School,” BERNAS: Jurnal Pengabdian Kepada Masyarakat, vol. 6, no. 3, pp. 1717–1724, 2025, doi: 10.31949/jb.v6i3.12877.

R. Mulyawati, A. 1*, M. S. Ahmad, and M. A. Salem, “Integrasi ChatGPT dan Baamboozle untuk Meningkatkan Pemahaman Konsep dan Motivasi Belajar Fisika,” Journal of Education Research, vol. 6, no. 3, pp. 539–550, 2025.

U. Safdar, S. Shafi, and M. Junaid, “Indus Journal of Social Sciences The Impact of AI-Driven Gamification on Student Engagement and Academic Performance in English Language Teaching,” 2025. [Online]. Available: https://induspublishers.com/IJSS/about

J. Magano, J. A. Quintela, and N. Banerjee, “Driving Consumer Engagement Through AI Chatbot Experience: The Mediating Role of Satisfaction Across Generational Cohorts and Gender in Travel Tourism,” Sustainability (Switzerland), vol. 17, no. 17, Sep. 2025, doi: 10.3390/su17177673.

A. N. Varnavsky, “Automation and Remote Control,” vol. 86, no. 5, pp. 61–80, 2025, doi: 10.31857/S0005117925050046.

B. M. Ribeiro et al., “An Experience Report on User-Centered Chatbot Design through Design Thinking,” 2025.

M. N. Shmatkov, “Analysis of the Learning Experience of Digital Tutor Platforms (Educational Assistants) for Children Aged 5-12: User Experience, Methodologies, and Gamification Mechanics,” 2025.

M. Hajarian, M. H. Carrillo, P. Díaz, and I. Aedo, “Gamispotify: a gamified social music recommendation system based on users’ personal values,” Multimed Tools Appl, Sep. 2025, doi: 10.1007/s11042-024-20588-y.

Z. Xia and R. Shannon, “Navigating the Digital Frontier: Exploring the Dynamics of Customer–Brand Relationships Through AI Chatbots,” Sustainability (Switzerland), vol. 17, no. 5, Mar. 2025, doi: 10.3390/su17052173.

T. Saifuddin and S. Jabeen, “AI IN SENIOR CHEMISTRY EDUCATION: ENHANCING ENGAGEMENT, PERSONALIZATION, AND PEDAGOGICAL PRACTICE,” 2025, doi: 10.5281/zenodo.15286071.

I. U. Onwuegbuzie and O. Olaitan, “Opinion Survey on AI-Driven Gamified Learning: A Next-Gen Learning Approach from Students’ and Educators’ Perspectives,” 2025. [Online]. Available: https://www.researchgate.net/publication/395469480

P. S. Mangole and A. Ade-ibijola, “A Personalised Learning Platform with Text Generation, Games, and Chatbots for Mastering Business Administration Concepts,” Journal of Learning and Teaching in Digital Age, vol. 10, no. 2, pp. 170–186, Jul. 2025, doi: 10.53850/joltida.1573362.

M. Cremaschi, G. R. Avis, A. Q. Zhao, E. Guarnieri, A. Panzeri, and A. Spoto, “PENguIN: A mental health application employing gamification and token economy to boost therapeutic adherence in young users,” Computers in Human Behavior Reports, vol. 17, Mar. 2025, doi: 10.1016/j.chbr.2025.100586.

M. Mehaboob Subahani, P. Deivendran, B. Sathish, M. Shathish, S. K. Rosha, and K. Ramhiya, “AI Synergized Security and Psycho wellness Framework for Women and Children,” 2025.

A. Suryani Atan et al., “Enhancing primary students’ oral proficiency with AI-powered chatbots: Introducing Learn,” Int J Environ Sci, vol. 11, no. 15s, p. 2025, 2025, doi: 10.64252/hj2dkw44.

M. Pednekar et al., “Education Management System,” International Journal of Advanced Research in Education and TechnologY (IJARETY), vol. 12, no. 1, 2025, doi: 10.15680/IJARETY.2025.1201018.

IRODA ANVAROVA, “Multilingualism in Modern Education Integrating Digital Technologies, Gamification, and Inclusive Strategies for Global Linguistic Diversity,” 2025.

A. Samai’ala Augie et al., “The Use of Language Learning Apps for Developing Listening and Speaking Skills in English,” International Journal of Integrative Research (IJIR), vol. 3, no. 9, pp. 665–686, 2025, doi: 10.59890/ijir.v3i9.66.

M. Manikanta Yaswanth Kumar, K. Gunasekhar, M. Sanjeev, V. Dandiboyina, and A. Tuppad, “International Journal of Innovative Research in Science Engineering and Technology (IJIRSET) Development of Website for Improving Skills and Development of Workers,” Certified Journal |, vol. 9001, p. 9700, 2025, doi: 10.15680/IJIRSET.2025.1404532.

S. Chai-Arayalert, S. Puttinaovarat, and W. Saetang, “Phygital Experience Platform for Textile Exhibitions in Small Local Museums,” Heritage, vol. 8, no. 1, Jan. 2025, doi: 10.3390/heritage8010035.

A. Fageeh, “The rise of chatbots in higher education: Exploring user profiles, motivations, and integration strategies,” Social Sciences & Humanities Open, vol. 12, p. 101996, 2025, doi: 10.1016/j.ssaho.2025.101996.

H. Guo and T. Erdenebold, “Factors influencing intention to adopt an AI chatbot for learning in higher education: An integrated PLS-SEM, IPMA, and ANN approach,” Computers and Education: Artificial Intelligence, vol. 9, Dec. 2025, doi: 10.1016/j.caeai.2025.100477.

S. Hadid, U. Ramadhani, S. D. Suari, dan A. G. E. Putri, “Analisis Dampak Penggunaan Chatbot AI Dalam Pembelajaran di Kalangan Mahasiswa PGSD Universitas Jambi,” JUPITER: Jurnal Pendidikan Teknologi Informasi dan Riset, vol. 2, no. 3, pp. 160–166, Sep. 2024, doi: https://doi.org/10.61255/jupiter.v2i3.461.

A. Pratita, T. L. M. Suryanto, A. Pratama, dan A. Wibowo, "ChatGPT in Education: Investigating Students Online Learning Behaviors,"International Journal of Information and Education Technology, vol. 15, no. 3, pp. 510–522, Mar. 2025, doi: 10.18178/ijiet.2025.15.3.2262.

T. P. Rinjeni et al., "Personalisasi Gamifikasi Pembelajaran Transformasi Pendidikan Pemrograman Berbasis Mobile dengan Pendekatan MBTI, "JEKIN (Jurnal Teknik Informatika), vol. 4, no. 3, 2024, doi: 10.58794/jekin.v4i3.1076.

T. P. Rinjeni, J. Lemantara, dan A. P. Wardhanie, "Implementasi Gamification pada Aplikasi Marketplace Penjualan Olahan Biji Kopi Berbasis Website, "Jurnal Komunika: Jurnal Komunikasi, Media dan Informatika, vol. 9, no. 1, pp. 52–59, Jun. 2020, doi: 10.31504/komunika.v9i1.3079.

L. B. Simarmata dan T. L. M. Suryanto, "Evaluasi Penerimaan Aplikasi YouChat terhadap Pengalaman Belajar Mahasiswa PTN Surabaya menggunakan Model TAM, "BRIDGE: Jurnal Publikasi Sistem Informasi dan Telekomunikasi, vol. 2, no. 2, pp. 166–175, Mei 2024, doi: 10.62951/bridge.v2i2.73.

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2025-12-20

How to Cite

LITERATURE REVIEW: ANALISIS INTEGRASI CHATBOT DENGAN ELEMEN GAME UNTUK MENINGKATKAN ENGAGEMENT PENGGUNA DI PENDIDIKAN, BISNIS, DAN HIBURAN (Alifia Ardita, Ariel Chavya Ikhrima, & Rika Wati , Trans.). (2025). Jurnal Riset Sistem Informasi, 3(1), 76-90. https://doi.org/10.69714/zpkqbd70