Digital platforms and pedagogical innovation: pathways to personalized learning in the 21st century
DOI:
https://doi.org/10.55892/jrg.v8i19.2687Keywords:
digital platforms, pedagogical innovation, personalized learning, educational technologyAbstract
The study examined how digital platforms can support personalized learning in the twenty-first century, starting from the challenge of aligning educational pathways with students’ individual needs. The main objective was to understand how technological resources, particularly adaptive systems and structured digital learning environments, contribute to more flexible pedagogical practices. The theoretical foundation compiled research addressing computational intelligence applied to education, learning monitoring mechanisms, and institutional guidelines related to the pedagogical use of digital technologies. The investigation employed a descriptive literature review aimed at identifying concepts, trends, and documented evidence on the topic. The results indicated that digital platforms can assist in adapting learning activities, enhance performance monitoring, and promote more personalized learning trajectories when integrated into intentional pedagogical planning. The findings suggest that the effectiveness of these solutions depends on the interplay between technology, pedagogical purpose, and teachers’ digital competencies. The implications for the educational field highlight the need to strengthen professional development policies and encourage practices that employ digital resources to support learning processes aligned with students’ characteristics.
Downloads
References
BHUTORIA, Aditi. Personalized education and Artificial Intelligence in the United States, China, and India: A systematic review using a Human-In-The-Loop model. Computers and Education: Artificial Intelligence, v. 3, p. 100068, 2022. DOI: 10.1016/j.caeai.2022.100068. Disponível em: https://www.sciencedirect.com/science/article/pii/S2666920X22000236. Acesso em: 13 nov. 2025.
BRASIL. Ministério da Educação. Educação Digital e Midiática: como elaborar e implementar o currículo nas escolas. Brasília: MEC/SEB, 2025. Disponível em: https://www.gov.br/mec/pt-br/escolas-conectadas/documentos/guia_eddigital_versofinaloficial.pdf. Acesso em: 13 nov. 2025.
BRASIL. Ministério da Educação. Programa de Inovação Educação Conectada (PIEC). Brasília: MEC, 2017. Disponível em: https://educacaoconectada.mec.gov.br/35-o-programa/149-o-programa. Acesso em: 13 nov. 2025.
BRASIL. Ministério da Educação. Referencial de Saberes Digitais Docentes para o uso de tecnologias digitais nos processos de ensino e de aprendizagem da Educação Básica. Brasília, 2024. Disponível em: https://www.gov.br/mec/pt-br/escolas-conectadas/20240822MatrizSaberesDigitais.pdf. Acesso em: 13 nov. 2025.
DU PLOOY, Eileen; CASTELEIJN, Daleen; FRANZ¬SEN, Denise. Personalized adaptive learning in higher education: A scoping review of key characteristics and impact on academic performance and engagement. Heliyon, v. 10, n. 21, e39630, 2024. DOI: 10.1016/j.heliyon.2024.e39630. Disponível em: https://www.sciencedirect.com/science/article/pii/S2405844024156617. Acesso em: 13 nov. 2025.
HALEEM, Abid; JAVAID, Mohd; QADRI, Mohd Asim; SUMAN, Rajiv. Understanding the role of digital technologies in education: A review. Sustainable Operations and Computers, v. 3, p. 275-285, 2022. DOI: 10.1016/j.susoc.2022.05.004. Disponível em: https://www.sciencedirect.com/science/article/pii/S2666412722000137. Acesso em: 13 nov. 2025.
INGKAVARA, Thanyaluck; PANJABUREE, Patcharin; SRISAWASDI, Niwat; SAJJAPANROJ, Suthiporn. The use of a personalized learning approach to implementing self-regulated online learning. Computers and Education: Artificial Intelligence, v. 3, p. 100086, 2022. DOI: 10.1016/j.caeai.2022.100086. Disponível em: https://www.sciencedirect.com/science/article/pii/S2666920X22000418. Acesso em: 13 nov. 2025.
JI, Xingle; SUN, Lu; XU, Xueyong; LEI, Xiaobing. Construction and Innovative Exploration of Personalized Learning Systems in the Context of Educational Data Mining. International Journal of Information and Communication Technology Education, v. 20, n. 1, 2024, p. 1-14. DOI: 10.4018/IJICTE.346992. Disponível em: https://www.sciencedirect.com/science/article/pii/S1550187624000362. Acesso em: 13 nov. 2025.
NASEER, Fawad; KHAN, Muhammad Nasir; TAHIR, Muhammad; ADDAS, Abdullah; AEJAZ, S. M. Haider. Integrating deep learning techniques for personalized learning pathways in higher education. Heliyon, v. 10, n. 11, e32628, 2024. DOI: 10.1016/j.heliyon.2024.e32628. Disponível em: https://www.sciencedirect.com/science/article/pii/S2405844024086596. Acesso em: 13 nov. 2025.
TAN, Le Ying; HU, Shiyu; YEO, Darren J.; CHEONG, Kang Hao. Artificial intelligence-enabled adaptive learning platforms: A review. Computers and Education: Artificial Intelligence, v. 9, 100429, 2025. DOI: 10.1016/j.caeai.2025.100429. Disponível em: https://www.sciencedirect.com/science/article/pii/S2666920X25000694. Acesso em: 13 nov. 2025.
TSOLIS, Dimitrios; STAMOU, Sofia; CHRISTIA, Paraskevi; KAMPANA, Soultana; RAPAKOULIA, Triseugeni; SKOUTA, Maria; TSAKALIDIS, Athanasios. An adaptive and personalized open source e-learning platform. Procedia – Social and Behavioral Sciences, v. 9, p. 38-43, 2010. DOI: 10.1016/j.sbspro.2010.12.112. Disponível em: https://www.sciencedirect.com/science/article/pii/S1877042810022172. Acesso em: 13 nov. 2025.
UNESCO. AI and Education: Guidance for Policy-Makers. Paris: United Nations Educational, Scientific and Cultural Organization (UNESCO), 2021. ISBN 978-92-3-100447-6. Disponível em: https://teachertaskforce.org/sites/default/files/2023-07/2021_UNESCO_AI-and-education-Guidande-for-policy-makers_EN.pdf. Acesso em: 13 nov. 2025.
UNESCO. Global Education Monitoring Report 2023: Technology in education – a tool on whose terms? Paris: UNESCO Publishing, 2023. Disponível em: https://unesdoc.unesco.org/ark:/48223/pf0000385723. Acesso em: 13 nov. 2025.
UNESCO. Guidelines for ICT in Education Policies and Masterplans. Paris: UNESCO, 2022. ISBN 978-92-3-100518-3. Disponível em: https://unesdoc.unesco.org/ark:/48223/pf0000380926. Acesso em: 13 nov. 2025.
UNESCO. Personalized learning: a new ICT-enabled education approach. Paris: UNESCO Institute for Information Technologies in Education, 2012. Disponível em: https://unesdoc.unesco.org/ark:/48223/pf0000220240. Acesso em: 13 nov. 2025.






































