Human Mental Workload: Models and Applications
First International Symposium, H-WORKLOAD 2017, Dublin, Ireland, June 28-30, 2017, Revised Selected Papers
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15 Result(s)
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Computer Science
Information Systems Applications (incl. Internet)
Luca Longo
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Chapter and Conference Paper
The Evolution of Cognitive Load Theory and the Measurement of Its Intrinsic, Extraneous and Germane Loads: A Review
Cognitive Load Theory has been conceived for supporting instructional design through the use of the construct of cognitive load. This is believed to be built upon three types of load: intrinsic, extraneous and...
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Chapter and Conference Paper
Analysing the Impact of Machine Learning to Model Subjective Mental Workload: A Case Study in Third-Level Education
Mental workload measurement is a complex multidisciplinary research area that includes both the theoretical and practical development of models. These models are aimed at aggregating those factors, believed to...
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Chapter and Conference Paper
On the Mental Workload Assessment of Uplift Map** Representations in Linked Data
Self-reporting procedures have been largely employed in literature to measure the mental workload experienced by users when executing a specific task. This research proposes the adoption of these mental worklo...
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Chapter and Conference Paper
An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines
The use of Multiple Kernel Learning (MKL) for Support Vector Machines (SVM) in Machine Learning tasks is a growing field of study. MKL kernels expand on traditional base kernels that are used to improve perfor...
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Chapter and Conference Paper
An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers
Research on the discovery, classification and validation of biological markers, or biomarkers, have grown extensively in the last decades. Newfound and correctly validated biomarkers have great potential as pr...
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Book and Conference Proceedings
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Chapter and Conference Paper
Estimation of Train Driver Workload: Extracting Taskload Measures from On-Train-Data-Recorders
This paper presents a method to extract train driver taskload from downloads of on-train-data-recorders (OTDR). OTDR are in widespread use for the purposes of condition monitoring of trains, but they may also ...
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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
Assessment of Mental Workload: A Comparison of Machine Learning Methods and Subjective Assessment Techniques
Mental workload (MWL) measurement is a complex multidisciplinary research field. In the last 50 years of research endeavour, MWL measurement has mainly produced theory-driven models. Some of the reasons for ju...
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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
Design, Synthesis, Characterization and Use of Random Conjugated Copolymers for Optoelectronic Applications
We report the synthesis and the optoelectronic characterization of a new family of random conjugated copolymers based on 9, 9-bisalkylfluorene, thiophene and benzothiadiazole monomers unit synthesized by a pal...
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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...
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Chapter
Enhancing Social Search: A Computational Collective Intelligence Model of Behavioural Traits, Trust and Time
The Web has been growing in size and with the proliferation of large-scale collaborative computing environments, Social Search has become increasingly important. This recent field focuses on assigning relevanc...
