Westerfield, G.Mitrovic, AntonijaBillinghurst, Mark2014-01-202014-01-202013Westerfield, 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.http://hdl.handle.net/10092/8816“The final publication is available at link.springer.com”.We 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.enaugmented realityintelligent tutoringassembly skillsConference Contributions - PublishedField of Research::08 - Information and Computing Sciences::0801 - Artificial Intelligence and Image Processing::080111 - Virtual Reality and Related SimulationFields of Research::39 - Education::3904 - Specialist studies in education::390405 - Educational technology and computingField of Research::09 - Engineering::0910 - Manufacturing Engineering::091099 - Manufacturing Engineering not elsewhere classifiedhttps://doi.org/10.1007/978-3-642-39112-5_55