Recommender systems to support learners' Agency in a Learning Context: a systematic review
M Deschênes - International journal of educational technology in …, 2020 - Springer
Recommender systems for technology-enhanced learning are examined in relation to
learners' agency, that is, their ability to define and pursue learning goals. These systems …
learners' agency, that is, their ability to define and pursue learning goals. These systems …
Argumentative XAI: a survey
Explainable AI (XAI) has been investigated for decades and, together with AI itself, has
witnessed unprecedented growth in recent years. Among various approaches to XAI …
witnessed unprecedented growth in recent years. Among various approaches to XAI …
Argumentative explanations for interactive recommendations
A significant challenge for recommender systems (RSs), and in fact for AI systems in
general, is the systematic definition of explanations for outputs in such a way that both the …
general, is the systematic definition of explanations for outputs in such a way that both the …
Argumentation as a framework for interactive explanations for recommendations
As AI systems become ever more intertwined in our personal lives, the way in which they
explain themselves to and interact with humans is an increasingly critical research area. The …
explain themselves to and interact with humans is an increasingly critical research area. The …
[PDF][PDF] A systematic literature review on the implications of educational recommender system in teaching learning environment
N Pal, O Dahiya - International Journal of Engineering Trends and …, 2023 - researchgate.net
The education sector has drastically changed from offline to online mode in the past few
years. Educational data mining, learning analytics, and machine learning are the fields that …
years. Educational data mining, learning analytics, and machine learning are the fields that …
Argument attribution explanations in quantitative bipolar argumentation frameworks
Argumentative explainable AI has been advocated by several in recent years, with an
increasing interest on explaining the reasoning outcomes of Argumentation Frameworks …
increasing interest on explaining the reasoning outcomes of Argumentation Frameworks …
Fuzzy-genetic approach to context-aware recommender systems based on the hybridization of collaborative filtering and reclusive method techniques
Recent advancements in web personalization techniques facilitate enhanced web-based
services that allow recommender systems (RSs) to incorporate contextual knowledge about …
services that allow recommender systems (RSs) to incorporate contextual knowledge about …
An approach to generalizing the handling of preferences in argumentation-based decision-making systems
As a practical mechanism for formalizing commonsense reasoning, argumentation has
shown its potential for applications in diverse areas, many related to decision-making in …
shown its potential for applications in diverse areas, many related to decision-making in …
Argumentative explanations for pattern-based text classifiers
Recent works in Explainable AI mostly address the transparency issue of black-box models
or create explanations for any kind of models (ie, they are model-agnostic), while leaving …
or create explanations for any kind of models (ie, they are model-agnostic), while leaving …
Dynamic educational recommender system based on Improved LSTM neural network
H Ahmadian Yazdi, SJ Seyyed Mahdavi… - Scientific Reports, 2024 - nature.com
Nowadays, virtual learning environments have become widespread to avoid time and space
constraints and share high-quality learning resources. As a result of human–computer …
constraints and share high-quality learning resources. As a result of human–computer …