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Chapter and Conference Paper
An Ontological Approach for Recommending a Feature Selection Algorithm
Feature selection plays an important role in machine learning or data mining problems. Removing irrelevant features increases model accuracy and reduces the computational cost. However, selecting important fea...
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Chapter and Conference Paper
An Evaluation of the Reliability, Validity and Sensitivity of Three Human Mental Workload Measures Under Different Instructional Conditions in Third-Level Education
Although Cognitive Load Theory (CLT) has been researched for many years, it has been criticised for its theoretical clarity and its methodological approach. A crucial issue is the measurement of three types of...
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Chapter and Conference Paper
A Comparative Study of Defeasible Argumentation and Non-monotonic Fuzzy Reasoning for Elderly Survival Prediction Using Biomarkers
Computational argumentation has been gaining momentum as a solid theoretical research discipline for inference under uncertainty with incomplete and contradicting knowledge. However, its practical counterpart ...
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Chapter and Conference Paper
Subjective Usability, Mental Workload Assessments and Their Impact on Objective Human Performance
Self-reporting procedures and inspection methods have been largely employed in the fields of interaction and web-design for assessing the usability of interfaces. However, there seems to be a propensity to ign...
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Chapter and Conference Paper
Formalising Human Mental Workload as Non-monotonic Concept for Adaptive and Personalised Web-Design
Web Design has been evolving with Web-based systems becoming more complex and structured due to the delivery of personalised information adapted to end-users. Although information presented can be useful and w...
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Chapter and Conference Paper
Human-Computer Interaction and Human Mental Workload: Assessing Cognitive Engagement in the World Wide Web
Assessing the cognitive engagement of a user while seeking and consuming information over the World Wide Web is a key challenge for studying the quality of interactions. Indicators of cognitive engagement are ...
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Chapter and Conference Paper
A Computational Analysis of Cognitive Effort
Cognitive effort is a concept of unquestionable utility in understanding human behaviour. However, cognitive effort has been defined in several ways in literature and in everyday life, suffering from a partial...
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Chapter and Conference Paper
Cognitive Effort for Multi-agent Systems
Cognitive Effort is a multi-faceted phenomenon that has suffered from an imperfect understanding, an informal use in everyday life and numerous definitions. This paper attempts to clarify the concept, along wi...