Intelligent Augmented Reality Training for Assembly Tasks

Simple item page
dc.contributor.authorWesterfield, G.
dc.contributor.authorMitrovic, Antonija
dc.contributor.authorBillinghurst, Mark
dc.date.accessioned2014-01-20T23:41:32Z
dc.date.available2014-01-20T23:41:32Z
dc.date.issued2013en
dc.description“The final publication is available at link.springer.com”.en
dc.description.abstractWe investigate the combination of Augmented Reality (AR) with Intelligent Tutoring Systems (ITS) to assist with training for manual assembly tasks. Our approach combines AR graphics with adaptive guidance from the ITS to provide a more effective learning experience. We have developed a modular software framework for intelligent AR training systems, and a prototype based on this framework that teaches novice users how to assemble a computer motherboard. An evaluation found that our intelligent AR system improved test scores by 25% and that task performance was 30% faster compared to the same AR training system without intelligent support. We conclude that using intelligent AR tutor can significantly improve learning compared to traditional AR training.en
dc.identifier.citationWesterfield, G., Mitrovic, A., Billinghurst, M. (2013) Intelligent Augmented Reality Training for Assembly Tasks. Memphis, TN: 16th International Conference on Artificial Intelligence in Education, 9-13 July 2013. Lecture Notes in Artificial Intelligence, 7926, 542-551.en
dc.identifier.doihttps://doi.org/10.1007/978-3-642-39112-5_55
dc.identifier.urihttp://hdl.handle.net/10092/8816
dc.language.isoen
dc.publisherUniversity of Canterbury. Computer Science and Software Engineeringen
dc.rights.urihttps://hdl.handle.net/10092/17651en
dc.subjectaugmented realityen
dc.subjectintelligent tutoringen
dc.subjectassembly skillsen
dc.subject.anzsrcField of Research::08 - Information and Computing Sciences::0801 - Artificial Intelligence and Image Processing::080111 - Virtual Reality and Related Simulationen
dc.subject.anzsrcFields of Research::39 - Education::3904 - Specialist studies in education::390405 - Educational technology and computingen
dc.subject.anzsrcField of Research::09 - Engineering::0910 - Manufacturing Engineering::091099 - Manufacturing Engineering not elsewhere classifieden
dc.titleIntelligent Augmented Reality Training for Assembly Tasksen
dc.typeConference Contributions - Published
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
12645447_Giles-AIED2013-CameraReady.pdf
Size:
221.41 KB
Format:
Adobe Portable Document Format
Download
Collections
Engineering: Conference Contributions