On Wednesday, July 21st, 35 people gathered online to learn more about ADMINS (Assistants to the disclosure and management of information about needs and support), a completed project funded by Microsoft and managed by the Institute of Educational Technology (IET) at The Open University (OU). The speaker of this seminar was Dr Tim Coughlan, a senior lecturer in IET, who was part of the research team leading the project. “But, who is Taylor?”– you may be wondering at this point if you are curious to know the answer to the question raised in the title of this post. Continue reading
The first 2021 seminar of the Special Interest Group focused on Artificial Intelligence in Education (openAIED SIG) was led by Josmario Albuquerque, a second-year PhD student at the OU Institute of Educational Technology, on Wednesday 7th July.
With a background in Computer Science, Josmario has been involved in IT projects related to Artificial Intelligence in Education, Learning Analytics, and the use of Computer Science to address social issues. His current research fits under the scope of these past projects, since he is studying group biases in online learning settings. During the seminar, Josmario suggested that human biases and stereotypes are still present in educational settings, diminishing several aspects of learning. Continue reading
Join us online for the next openAIED Special Interest Group on Wednesday 7th July at (14:00 – 15:30) for a presentation from Josmario Albuquerque (further details below) and updates from Dr Duygu Bektik and Dr Francisco Iniesto.
Uncovering social biases in online learning: insights from bias-detection approaches applied to the OU
Online educational technologies have transformed learning and teaching processes. For instance, researchers have proposed mechanisms to improve both students’ and teachers’ experience, e.g., tools to enhance collaboration, improve student engagement, and help teachers in designing and delivering new learning resources. However, despite the benefits of such technologies, recent findings have showed that issues related to social justice like human biases and stereotypes are still present in educational settings. Researchers have also shown that such issues can diminish several aspects of learning, e.g., academic performance, students’ confidence, and reduce engagement. In this presentation, I aim to highlight what is being used to uncover group biases in learning settings and share preliminary findings of exiting computational approaches applied to the OU VLE. A sample of 2024 sentences sampled from 91 OU modules across several disciplines was extracted and used as the input for two bias-detection algorithms. While potential biases were suggested by those approaches within the modules analysed, the extent to which those biases are relevant for an educational setting is questionable. Those results and the limitations of those mechanisms will be discussed, as well as implications and directions for future research in Artificial Intelligence in Education.
Josmario Albuquerque is currently a second-year research student at the Institute of Educational Technology, Open University. His current research focuses on group bias in online learning settings, where he expects to provide a mechanism to help the identification of racial biases in learning materials. Previously, he has investigated gender stereotypes in educational technologies while completing his master’s degree at the Federal University of Alagoas, Brazil. With a background in Computer Science, he has taken part in a few IT projects that include: developing an authoring tool to help tutors create customised Intelligent Tutoring Systems and improve students’ performance; and designing a video-monitoring learning analytics platform to inform tutors and school managers about the learning processes of bilingual students in a language school. Josmario’s interests include Artificial Intelligence in Education, Learning Analytics, and the general use of Computer Science to address social issues.
All are welcome. Please email openTEL for an invite or feel free to share the invite with those who would like to attend.
Join us on Wednesday 21st July (11:00 -12:30) for a presentation on the ADMINS project from Dr Tim Coughlan followed by facilitated discussion. All are welcome. For an invitation please contact openTEL. Recording Link (OU Staff)
ADMINS: Designing and evaluating a virtual assistant for disability disclosure and study support conversations
Dr Tim Coughlan
Many disabled students face substantial administrative burden and stressful processes to get the support they are entitled to for study. New students may also not be aware of how they will study or the support that can be available to them. These issues have the potential to impact on attainment and experience. In the ADMINS project, our goal was to work with students and staff to build an alternative approach. We designed ‘Taylor’, a chatbot virtual assistant who introduces OU study, asks students about their needs and answers their questions. The main project trial was devised to test Taylor in a realistic environment and compare the experience to an existing form-based process. 134 new students used Taylor as they disclosed disabilities to the OU. The results were positive about the potential for this type of solution and also suggest key areas for future work and improvement.
Tim Coughlan is a senior lecturer in the Institute of Educational Technology, and led the ADMINS project. His areas of research include designing and evaluating technologies for accessibility and inclusion, understanding student experiences, and supporting online teaching.
The Computers and Learning Research Group Online Conference is coming soon!
15-16 June 2021 (MS Teams)
CALRG’s annual conference provides a forum for members and other researchers and practitioners in the field to present their work. The conference will consist of two days of presentations and interactive sessions across a broad range of topics relevant to educational technology in 7-panel sessions:
- Learning and research during Covid-19 pandemic
- Teachers’ education and professional development
- Learning analytics
- Teaching and learning in OU
- Supporting learners in online environments
- Innovative methods
The conference is free to attend. If you wish to attend, please register HERE.
This conference will not be live-streamed. Recordings of the presentations will be available after the event. For any query regarding conference presentation and attendance, please email firstname.lastname@example.org.
We look forward to e-meeting you!