Anatomy of student models in adaptive learning systems: A systematic literature review of individual differences from 2001 to 2013

J Nakic, A Granic, V Glavinic - Journal of Educational …, 2015 - journals.sagepub.com
This study brings an evidence-based review of user individual characteristics employed as
sources of adaptation in recent adaptive learning systems. Twenty-two user individual …

Modeling users on the World Wide Web based on cognitive factors, navigation behavior and clustering techniques

M Belk, E Papatheocharous, P Germanakos… - Journal of Systems and …, 2013 - Elsevier
This paper focuses on modeling users' cognitive styles based on a set of Web usage mining
techniques on user navigation patterns and clickstream data. Main aim is to investigate …

Towards effective research-paper recommender systems and user modeling based on mind maps

J Beel - arXiv preprint arXiv:1703.09109, 2017 - arxiv.org
While user-modeling and recommender systems successfully utilize items like emails, news,
and movies, they widely neglect mind-maps as a source for user modeling. We consider this …

Towards implicit user modeling based on artificial intelligence, cognitive styles and web interaction data

E Papatheocharous, M Belk, P Germanakos… - … Journal on Artificial …, 2014 - World Scientific
A key challenge of adaptive interactive systems is to provide a positive user experience by
extracting implicitly the users' unique characteristics through their interactions with the …

Designing the color of electric motorcycle products emotionally based on the dynamic field theory and deep learning

M Ding, H Qin, X Zhang, L Ma - Displays, 2024 - Elsevier
Abstract Current research in Product Color Emotional Design (PCED) often encounters
limitations due to the ambiguity in users' emotional information expression, potentially …

[图书][B] Cognitive and Emotional Processes in Web-Based Education: Integrating Human Factors and Personalization: integrating Human Factors and Personalization

C Mourlas, N Tsianos, P Germanakos - 2009 - books.google.com
A preliminary classification of individual characteristics that affect the outcome of learning
procedures is the distinction between cognitive and emotional parameters. This covers a …

On the Development of Smart Adaptive User Interfaces for Mobile e-Business Applications-Towards Enhancing User Experience–Some Lessons Learned

A Holzinger, M Geier, P Germanakos - International Conference on e …, 2012 - scitepress.org
Mobile end users usually work in complex and hectic environments, consequently for mobile
e-Business applications the design and development of context aware, smart, adaptive user …

Personalised continuous software engineering

E Papatheocharous, M Belk, J Nyfjord… - Proceedings of the 1st …, 2014 - dl.acm.org
This work describes how human factors can influence continuous software engineering. The
reasoning begins from the Agile Manifesto promoting individuals and interactions over …

Effect of emotions and personalisation on cancer website reuse intentions

S Hadzidedic, AI Cristea, DG Watson - arXiv preprint arXiv:2301.00886, 2023 - arxiv.org
The effect of emotions and personalisation on continuance use intentions in online health
services is underexplored. Accordingly, we propose a research model for examining the …

An individual differences approach in adaptive waving of user checkout process in retail eCommerce

M Belk, P Germanakos, S Asimakopoulos… - HCI in Business: First …, 2014 - Springer
Developing a usable checkout process is pivotal for e-business success. However, recent
research has shown that users frequently abandon their shopping carts and lacking a clear …