Education Commons^™

Mldg - Machine Learning Dataset Generator (Pilot Findings): For Final Year Open-Book Machine Learning Summative Assessment, Keith Quille, Keith Nolan, Lidia Vidal-Meliá, Brett A. Becker

Conference papers

Following the COVID-19 pandemic, many institutions are considering the continuation of open-book assessments. Students cite many reasons for preferences for open-book assessments, both held in proctored environments and assessments that can be held remotely. Despite the numerous benefits, open-book assessments impose a number of challenges for educators, which is compounded if the assessment has the option to be taken in class (proctored) and remotely simultaneously. The challenges not only exist around academic integrity but also exist from a student-centred viewpoint of fairness and the equality of the assessment.

This paper first presents the development of a tool for generating student-centred …

Sustainable Product Design Education Through An Appreciation Of The Low-Tech, Ceri Almrott

Conference papers

The paper presents a case study on the implementation of Low-Tech development model to teach sustainability in design-led programmes. The author argues that sustainability education should include not only the technical aspects of sustainability theory but also the underlying social aspects. The low-tech approach fits well in design-led modules since it encourages students to consider appropriate technological solutions for design projects while focusing on user behaviour to develop articulate solutions. The study explores the pedagogical approach of the content used to teach the design module and introduces a low-tech design workshop to aid students in implementing learning. The results of …

Leadership For The Future: Towards The Challenge Of Understanding Leadership In The Aec Sector, Roisin Murphy Dr, Rory Concannon, Oluwasegun Seriki Dr

Conference papers

The Irish Architecture, Engineering, and Construction (AEC) sector faces ongoing challenges relating to low productivity, digital adoption, sustainability, and innovation. Effective leadership is required to transform the sector to address these challenges and meet the future needs of society. However, there remains a lack of empirical evidence relating to leadership requirements, assessment, and development, in the context of the Irish AEC sector. As part of an ongoing study with the aim of developing resources to support leadership development, this research, conducted through a review of literature, examines how leadership is being assessed and explored in the AEC sector. The findings …

A Framework For Confusion Mitigation In Task-Oriented Interactions, Na Li, Robert J. Ross

Conference papers

Confusion is a mental state that can be triggered in task-oriented interactions and which can if left unattended lead to boredom, frustration, or disengagement from the task at hand. Previous work has demonstrated that confusion can be detected in situated human-robot interactions from visual and auditory cues. Therefore, in the next step, we propose appropriate interaction structures in this study, which should be used to mitigate confusion. We motivate and describe this dialogue mechanism through an information state-style dialogue framework and policies, and also outline the approach we are taking to integrate such a meta-conversational goal alongside core task-oriented considerations …

Exploring The Integration Of Patient Generated Health Data In A Fair Digital Health System In Low-Resourced Settings: A User-Centered Approach, Abdullahi Abubakar Kawu, Rens Kievit, Adamu Abubakar, Mirjam Van Reisen, Dympna O'Sullivan, Lucy Hederman

Conference papers

This article presents the initial user-centered research exploring the opportunities in the collection of Patient-Generated Health Data (PGHD) within the context of a project aimed at improving health management and outcomes among residents in African countries. Through interviews with a doctor, a patient and two data managers, the local status and opinions regarding PGHD collection, integration and use are investigated. The findings suggest that PGHD have only been encountered in paper forms - and are mostly patient driven, however opportunities for PGHD for the facility and patient were identified and included supporting the treatment of whitecollar hypertension, treatment planning and …

A Tutoring Framework To Support Computer Science Programmes In Higher Education, Emer Thornbury, Frances Sheridan, Pramod Pathak, Cristina Hava Muntean, Paul Stynes

Conference papers

Computing Support is the provision of academic supports such as individual tutoring and support classes to students studying computing at third level. Students can struggle with computing as it requires practice involving trial and error. This work proposes a research informed tutoring framework to support computer science students at third level. The tutoring framework combines three pillars; staff and training, pedagogies and activities. Support is put in place to help students develop technical and programming skills. Essential tutoring is provided for those who might otherwise drop out of college. The framework was applied to first and second-year undergraduate programmes and …