TICE Match Pro: An Intelligent Recommendation System for the Contextualized Integration of Information and Communication Technologies in Education

Background/purpose. The TICE Match Pro system has been developed to address the persistent challenge of effectively integrating information and communication technologies in education. Given the abundance of digital resources and the varied constraints teachers face, selecting the most appropriate tools remains complex. This research aims to facilitate this selection process by providing personalized recommendations tailored to teachers’ pedagogical and technical contexts. Materials/methods. The system’s design is grounded in theoretical frameworks such as TPACK (Technological Pedagogical Content Knowledge) and SAMR (Substitution, Augmentation, Modification, Redefinition). TICE Match Pro analyzes both instructional needs and technical constraints to generate contextualized recommendations. The approach involves matching teachers’ profiles with suitable digital tools through an intuitive and accessible interface intended for regular classroom use. Results. Expected outcomes include increased adoption of ICT, enhanced teaching practices, and improved alignment between pedagogical objectives and technological tools. The system also anticipates providing valuable insights for assessing the impact of ICT integration on educational practices. Conclusion. TICE Match Pro offers a promising solution for optimizing ICT integration in education by bridging the gap between available digital resources and teachers’ specific needs. Future empirical studies are planned to evaluate the system’s effectiveness and acceptability in real- world classroom environments.