Siamese neural networks in recommendation

N Serrano, A Bellogín - Neural Computing and Applications, 2023 - Springer
Recommender systems are widely adopted as an increasing research and development
area, since they provide users with diverse and useful information tailored to their needs …

A Review of Data Mining in Personalized Education: Current Trends and Future Prospects

Z Xiong, H Li, Z Liu, Z Chen, H Zhou, W Rong… - arXiv preprint arXiv …, 2024 - arxiv.org
Personalized education, tailored to individual student needs, leverages educational
technology and artificial intelligence (AI) in the digital age to enhance learning effectiveness …

Recommender systems in continuing professional education for public transport: challenges of a human-centered design

JA Libreros, C Mayas, M Hirth - Adjunct Proceedings of the 31st ACM …, 2023 - dl.acm.org
Continuous training is an essential building block to avoid workforce shortage in the public
transport sector in Germany. However, the personnel requirements in this sector are highly …

Research on Joint Recommendation Algorithm for Knowledge Concepts and Learning Partners Based on Improved Multi-Gate Mixture-of-Experts

Z Shou, Y Chen, H Wen, J Liu, J Mo, H Zhang - Electronics, 2024 - mdpi.com
The rise of Massive Open Online Courses (MOOCs) has increased the large audience for
higher education. Different learners face different learning difficulties in the process of online …

Research on Knowledge Concept Recommendation Algorithm with Spatial-Temporal Information

Z Shou, Y Chen, H Zhang, J Mo - IEEE Access, 2024 - ieeexplore.ieee.org
Online learning is an important complementary form of offline classroom learning, in order to
meet the personalized learning needs of students in the online learning process and …

[PDF][PDF] Using siamese neural networks to generate image-based travel recommendations

S Vaca - Preprint. https://doi. org/10.58445/rars, 2022 - scholar.archive.org
Planning a trip is hard and time-consuming, but thanks to recommenders, it doesn't have to
be. Today, recommenders are used in practically every industry, making the user experience …

Integrating Side Information into Collaborative Filtering Recommendation Method in Online Course Platform

SMKH Nurakhmadyavi… - 2024 12th International …, 2024 - ieeexplore.ieee.org
To acquire non-formal education, one can access an online course platform. There are
plenty of courses on those platforms, so the recommender system came up to help the user …

Course Recommendation on Online Learning Platforms using Collaborative Filtering and Content-based Filtering with Implicit Feedback

SMKH Nurakhmadyavi… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Non-formal education is possible to be obtained through online course platforms nowadays.
Due to the vast number of courses in an online learning platform, a recommender system is …

[PDF][PDF] Estudio y análisis del uso de redes siamesas en estrategias de recomendación basadas en contenido y de filtrado colaborativo

N Serrano Salas - 2023 - abellogin.github.io
Este Trabajo de Fin de Máster ha sido diseñado con el objetivo de la investigación del uso
de Sistemas de Recomendación junto con las redes siamesas. Su propósito principal es …