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Systematic review on machine learning (ML) methods for manufacturing processes–Identifying artificial intelligence (AI) methods for field application
Artificial Intelligence (AI) and especially machine learning (ML) become increasingly more
frequently applicable in factory operations. This paper presents a systematic review of …
frequently applicable in factory operations. This paper presents a systematic review of …
Implementation of adaptive learning systems: Current state and potential
Adaptive learning systems have been on the rise ever since the beginnings of e-learning.
Their ability to provide instructions, guidance and content tailored towards learners' …
Their ability to provide instructions, guidance and content tailored towards learners' …
Instruction based on adaptive learning technologies
A common intuition is that instruction is most effective if it takes into account (a) that learners
are different, and (b) that they change as they learn. But learners differ in a great many ways …
are different, and (b) that they change as they learn. But learners differ in a great many ways …
[KİTAP][B] Handbook of research on learning and instruction
RE Mayer, PA Alexander - 2011 - api.taylorfrancis.com
How do people learn in subject areas, such as reading, writing, mathematics, science, and
history, and how can we help people learn, using instructional methods such as feedback …
history, and how can we help people learn, using instructional methods such as feedback …
Artificial intelligence in education
W Holmes - Encyclopedia of education and information …, 2020 - Springer
The effects of technology acceptance and innovation diffusion behaviors on information and
communications technology-enabled teaching/learning systems (ITLS) adoption attract …
communications technology-enabled teaching/learning systems (ITLS) adoption attract …
Affective learning: Improving engagement and enhancing learning with affect-aware feedback
This paper describes the design and ecologically valid evaluation of a learner model that
lies at the heart of an intelligent learning environment called iTalk2Learn. A core objective of …
lies at the heart of an intelligent learning environment called iTalk2Learn. A core objective of …
Where's the reward? a review of reinforcement learning for instructional sequencing
Since the 1960s, researchers have been trying to optimize the sequencing of instructional
activities using the tools of reinforcement learning (RL) and sequential decision making …
activities using the tools of reinforcement learning (RL) and sequential decision making …
Combining exploratory learning with structured practice educational technologies to foster both conceptual and procedural fractions knowledge
Educational technologies in mathematics typically focus on fostering either procedural
knowledge by means of structured tasks or, less often, conceptual knowledge by means of …
knowledge by means of structured tasks or, less often, conceptual knowledge by means of …
A difficulty ranking approach to personalization in E-learning
The prevalence of e-learning systems and on-line courses has made educational material
widely accessible to students of varying abilities and backgrounds. There is thus a growing …
widely accessible to students of varying abilities and backgrounds. There is thus a growing …
Affecting off-task behaviour: how affect-aware feedback can improve student learning
This paper describes the development and evaluation of an affect-aware intelligent support
component that is part of a learning environment known as iTalk2Learn. The intelligent …
component that is part of a learning environment known as iTalk2Learn. The intelligent …