Asistentes Personales Inteligentes en educación: Una revisión sistemática
Resumen
Los Asistentes Personales Inteligentes son sistemas que integran software y hardware que, en la última década, se han fortalecido con la incorporación de tecnologías de inteligencia artificial, procesamiento del lenguaje natural y reconocimiento de voz, orientándose principalmente al apoyo en tareas cotidianas de los usuarios. Sin embargo, en el ámbito educativo persiste una brecha digital significativa, particularmente para aquellos estudiantes con algún tipo de discapacidad visual o motriz. Este artículo presenta una revisión sistemática de literatura cuyo objetivo fue analizar el uso de estos asistentes en la educación, identificar los niveles de enseñanza en los que se aplican y determinar en qué medida incorporan un diseño con enfoque inclusivo. La revisión se basó en 47 artículos científicos publicados entre 2019 y 2024. Los resultados muestran que los asistentes se emplean en distintos niveles educativos, desde preescolar hasta universidad, con mayor presencia en el aprendizaje de idiomas y en la automatización de tareas escolares. Asimismo, se identifican retos en materia de seguridad, accesibilidad, personalización, ética y privacidad. En el ámbito inclusivo, los hallazgos subrayan la necesidad de impulsar el desarrollo de asistentes personales inteligentes que vaya más allá de integrar la inteligencia artificial en la educación, sino que, además, generen herramientas que permitan a los estudiantes con discapacidad afrontar los retos académicos de manera más equitativa y, con ello, transitar con éxito por los distintos niveles formativos
Descargas
Citas
Abdolrahmani, A., Storer, K. M., Roy, A. R. M., Kuber, R., & Branham, S. M. (2019). Blind Leading the Sighted: Drawing Design Insights from Blind Users towards More Productivity-oriented Voice Interfaces. ACM Transactions on Accessible Computing, 12(4), 1–35. https://doi.org/10.1145/3368426
Ali, A. A., Mashhour, M., Salama, A. S., Shoitan, R., & Shaban, H. (2023). Development of an Intelligent Personal Assistant System Based on IoT for People with Disabilities. Sustainability, 15(6), 5166. https://doi.org/10.3390/su15065166
Almurayziq, T. S., Alshammari, G. K., Alshammari, A., Alsaffar, M., & Aljaloud, S. (2022). Evaluating AI Techniques for Blind Students Using Voice-Activated Personal Assistants. International Journal of Computer Science and Network Security, 22(1), 61–68. https://doi.org/10.22937/IJCSNS.2022.22.1.10
Avendaño-Sánchez, J. J., Alba-Hernández, O., Rodríguez-Franco, R., & Angélica-Cerdán, M. (2024). Sistemas para la selección de cultivos, una revisión sistemática de la literatura. RINDERESU (Revista Internacional de Desarrollo Regional Sustentable), 9(1-2). http://rinderesu.com/index.php/rinderesu/article/view/138/140
Balcı, E. (2019). Overview of Intelligent Personal Assistants. Acta INFOLOGICA, 3(1). https://doi.org/10.26650/acin.454522
Calancea, C. G., Miluţ, C.-M., Alboaie, L., & Iftene, A. (2019). iAssistMe—Adaptable Assistant for Persons with Eye Disabilities. Procedia Computer Science, 159, 145–154. https://doi.org/10.1016/j.procs.2019.09.169
Cambre, J., Williams, A. C., Razi, A., Bicking, I., Wallin, A., Tsai, J., Kulkarni, C., & Kaye, J. (2021). Firefox Voice: An Open and Extensible Voice Assistant Built Upon the Web. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, 1–18. https://doi.org/10.1145/3411764.3445409
de Barcelos Silva, A., Gomes, M. M., da Costa, C. A., da Rosa Righi, R., Barbosa, J. L. V., Pessin, G., De Doncker, G., & Federizzi, G. (2020). Intelligent personal assistants: A systematic literature review. Expert Systems with Applications, 147, 113193. https://doi.org/10.1016/j.eswa.2020.113193
Dinh, H., & Tran, T. K. (2023). EduChat: An AI-Based Chatbot for University-Related Information Using a Hybrid Approach. Applied Sciences, 13(22), 12446. https://doi.org/10.3390/app132212446
Dizon, G., Tang, D., & Yamamoto, Y. (2022). A case study of using Alexa for out-of-class, self-directed Japanese language learning. Computers and Education: Artificial Intelligence, 3, 100088. https://doi.org/10.1016/j.caeai.2022.100088
Du, Y., Su, X., & Jiang, Y. (2020). Developing an Intelligent Personal Tutor to Support EFL Learning. Proceedings of the 4th International Conference on Computer Science and Application Engineering, 1–5. https://doi.org/10.1145/3424978.3425035
Esquivel, P., Gill, K., Goldberg, M., Sundaram, S. A., Morris, L., & Ding, D. (2024). Voice Assistant Utilization among the Disability Community for Independent Living: A Rapid Review of Recent Evidence. Human Behavior and Emerging Technologies, 2024, 1–39. https://doi.org/10.1155/2024/6494944
Hadian, M., Altuwaiyan, T., Liang, X., & Li, W. (2019). Privacy-preserving voice-based search over mHealth data. Smart Health, 12, 24–34. https://doi.org/10.1016/j.smhl.2018.04.001
Hwan Jin, D., Min Kim, Y., & Lee, Y. (2025). Investigating the Acceptance of Voice User Interfaces for Users With Disabilities. IEEE Access, 13, 1055–1069. https://doi.org/10.1109/ACCESS.2024.3520149
Kalirai, M., Williams, A. C., & Kuzminykh, A. (2024). Toward Faceted Skill Recommendation in Intelligent Personal Assistants. Proceedings of the 29th International Conference on Intelligent User Interfaces, 640–649. https://doi.org/10.1145/3640543.3645201
Karyotaki, M., Drigas, A., & Skianis, C. (2024). Mobile/VR/Robotics/IoT-Based Chatbots and Intelligent Personal Assistants for Social Inclusion. International Journal of Interactive Mobile Technologies (iJIM), 18(08), 40–51. https://doi.org/10.3991/ijim.v18i08.46473
Katsarou, E., Wild, F., Sougari, A.-M., & Chatzipanagiotou, P. (2023). A Systematic Review of Voice-based Intelligent Virtual Agents in EFL Education. International Journal of Emerging Technologies in Learning (iJET), 18(10), 65–85. https://doi.org/10.3991/ijet.v18i10.37723
Kitchenham, B., & Charters, S. M. (2007). Guidelines for performing Systematic Literature Reviews in Software Engineering (Version 2.3) [Informe Técnico EBSE EBSE-2007-01]. https://www.researchgate.net/publication/302924724_Guidelines_for_performing_Systematic_Literature_Reviews_in_Software_Engineering
Lai, W. Y. W., & Lee, J. S. (2024). A systematic review of conversational AI tools in ELT: Publication trends, tools, research methods, learning outcomes, and antecedents. Computers and Education: Artificial Intelligence, 7, 100291. https://doi.org/10.1016/j.caeai.2024.100291
Lewis, L., & Vellino, A. (2021). Helping Persons with Cognitive Disabilities using Voice-Activated Personal Assistants. 2021 8th International Conference on ICT & Accessibility (ICTA), 1–3. https://doi.org/10.1109/ICTA54582.2021.9809777
Liang, Y., O'Keeffe, D., & Sastry, N. (2020). PAIGE: Towards a hybrid-edge design for privacy-preserving intelligent personal assistants. Proceedings of the Third ACM International Workshop on Edge Systems, Analytics and Networking, 55–60. https://doi.org/10.1145/3378679.3394536
Lopatovska, I. (2019). Overview of the Intelligent Personal Assistants. Ukrainian Journal on Library and Information Science, 0(3), 72–79. https://doi.org/10.31866/2616-7654.3.2019.169669
Manojkumar, P. K., Patil, A., Shinde, S., Patra, S., & Patil, S. (2023). AI-Based Virtual Assistant Using Python: A Systematic Review. International Journal for Research in Applied Science and Engineering Technology, 11(3), 814–818. https://doi.org/10.22214/ijraset.2023.49519
Metatla, O., Oldfield, A., Ahmed, T., Vafeas, A., & Miglani, S. (2019). Voice User Interfaces in Schools: Co-designing for Inclusion with Visually-Impaired and Sighted Pupils. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 1–15. https://doi.org/10.1145/3290605.3300608
Nasri, N. M., Nasri, N., Nasri, N. F., & Talib, M. A. A. (2023). The Impact of Integrating an Intelligent Personal Assistant (IPA) on Secondary School Physics Students' Scientific Inquiry Skills. IEEE Transactions on Learning Technologies, 16(2), 232–242. https://doi.org/10.1109/TLT.2023.3241058
Needhi, J., Prasath, R., & Vikram, D. (2024). Performance optimization of voice-assisted file management systems. https://doi.org/10.20944/preprints202406.0876.v1
Okonkwo, C. W., & Ade-Ibijola, A. (2021). Chatbots applications in education: A systematic review. Computers and Education: Artificial Intelligence, 2, 100033. https://doi.org/10.1016/j.caeai.2021.100033
Öncü, S. E., & Süral, İ. (2024). Leveraging AI for enhanced support: Satisfaction levels of users utilizing virtual assistant in open education. Asian Journal of Distance Education, 19(1).
Oumard, C., Kreimeier, J., & Götzelmann, T. (2022). Pardon? An Overview of the Current State and Requirements of Voice User Interfaces for Blind and Visually Impaired Users. En K. Miesenberger, G. Kouroupetroglou, K. Mavrou, R. Manduchi, M. Covarrubias Rodriguez, & P. Penáz (Eds.), Computers Helping People with Special Needs (Vol. 13341, pp. 388–398). Springer International Publishing. https://doi.org/10.1007/978-3-031-08648-9_45
Patel, D., & Verma, T. (2022). Application of voice assistant using machine learning: A comprehensive review. Advances and Applications in Mathematical Sciences, 21(9), 5063–5073.
Ramandanis, D., & Xinogalos, S. (2023). Designing a Chatbot for Contemporary Education: A Systematic Literature Review. Information, 14(9), 503. https://doi.org/10.3390/info14090503
Roy, P. P., Anand, P., Tiwari, S., & Bhushan, B. (2024). Natural Language Processing Enhancing Human-Computer Interaction for Disabled. 2024 International Conference on Progressive Innovations in Intelligent Systems and Data Science (ICPIDS), 206–211. https://doi.org/10.1109/ICPIDS65698.2024.00041
Sajja, R., Sermet, Y., Cikmaz, M., Cwiertny, D., & Demir, I. (2024). Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education. Information, 15(10), 596. https://doi.org/10.3390/info15100596
Sharizan, & Yulia, Y. (2024). The use of IPAs or Intelligent Personal Assistants (Google Assistant, Siri, Alexa, Cortana, etc.) for learning English speaking skills. Proceedings of the International CALL Research Conference, 2024, 253–260. https://doi.org/10.29140/9780648184485-38
Shazhaev, I., Mikhaylov, D., Shafeeg, A., Tularov, A., & Shazhaev, I. (2023). Personal Voice Assistant: From Inception to Everyday Application. Indonesian Journal of Data and Science, 4(2), 64–72. https://doi.org/10.56705/ijodas.v4i2.69
Sutton, S. J., Foulkes, P., Kirk, D., & Lawson, S. (2019). Voice as a Design Material: Sociophonetic Inspired Design Strategies in Human-Computer Interaction. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 1–14. https://doi.org/10.1145/3290605.3300833
Thorbole, S., Pandit, A., Raut, G., & Sirsat, T. (2023). AI-based desktop voice assistant. Journal of Emerging Technologies and Innovative Research (JETIR), 10(5).
Tsourakas, T., Terzopoulos, G., & Goumas, S. (2021). Educational use of Voice Assistants and Smart Speakers. Journal of Engineering Science and Technology Review, 14(4), 1–9. https://doi.org/10.25103/jestr.144.01
Valero, C., Pérez, J., Solera-Cotanilla, S., Vega-Barbas, M., Suarez-Tangil, G., Alvarez-Campana, M., & López, G. (2023). Analysis of security and data control in smart personal assistants from the user's perspective. Future Generation Computer Systems, 144, 12–23. https://doi.org/10.1016/j.future.2023.02.009
Vtyurina, A., Fourney, A., Morris, M. R., Findlater, L., & White, R. W. (2019). VERSE: Bridging Screen Readers and Voice Assistants for Enhanced Eyes-Free Web Search. Proceedings of the 21st International ACM SIGACCESS Conference on Computers and Accessibility, 414–426. https://doi.org/10.1145/3308561.3353773
Wang, S., Wang, F., Zhu, Z., Wang, J., Tran, T., & Du, Z. (2024). Artificial intelligence in education: A systematic literature review. Expert Systems with Applications, 252, 124167. https://doi.org/10.1016/j.eswa.2024.124167
Wu, J., Li, Y., Zhou, J., & Chen, S. (2024). The impact of intelligent personal assistants on Mandarin second language learners: Interaction process, acquisition of listening and speaking ability. Computer Assisted Language Learning, 1–26. https://doi.org/10.1080/09588221.2024.2317849
Wu, Y., Rough, D., Bleakley, A., Edwards, J., Cooney, O., Doyle, P. R., Clark, L., & Cowan, B. R. (2020). See What I'm Saying? Comparing Intelligent Personal Assistant Use for Native and Non-Native Language Speakers. 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services, 1–9. https://doi.org/10.1145/3379503.3403563
Zhan, X., Sarkadi, S., Criado, N., & Such, J. (2022). A Model for Governing Information Sharing in Smart Assistants. Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 845–855. https://doi.org/10.1145/3514094.3534129
Zhang, M. (2024). Enhancing self-regulation and learner engagement in L2 speaking: Exploring the potential of intelligent personal assistants within a learning-oriented feedback framework. BMC Psychology, 12(1), 421. https://doi.org/10.1186/s40359-024-01917-0
Derechos de autor 2025 Nadia Berenice Totomol Elos , Miguel Angel Sánchez Martínez, María Del Rosario Suazo García , Salvador Herrera-Velarde

Esta obra está bajo licencia internacional Creative Commons Reconocimiento 4.0.









.png)
















.png)
1.png)

