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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...

    Aparna Nayak, Bojan Božić, Luca Longo in Web Engineering (2022)

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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...

    Luca Longo, Giuliano Orru in Computer Supported Education (2019)

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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 ...

    Lucas Rizzo, Ljiljana Majnaric, Luca Longo in AI*IA 2018 – Advances in Artificial Intell… (2018)

  4. 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...

    Luca Longo in Human-Computer Interaction - INTERACT 2017 (2017)

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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...

    Luca Longo in User Modeling, Adaptation, and Personalization (2012)

  6. 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 ...

    Luca Longo in Human-Computer Interaction – INTERACT 2011 (2011)

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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...

    Luca Longo, Stephen Barrett in Intelligent Information and Database Systems (2010)

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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...

    Luca Longo, Stephen Barrett in Brain Informatics (2010)