{"id":3182,"date":"2023-11-07T10:19:56","date_gmt":"2023-11-07T15:19:56","guid":{"rendered":"https:\/\/wordpress.cs.vt.edu\/3digroup\/?p=3182"},"modified":"2025-01-22T14:44:34","modified_gmt":"2025-01-22T19:44:34","slug":"towards-data-collection-for-intelligent-ar-an-observation-study-in-a-mobile-context","status":"publish","type":"post","link":"https:\/\/wordpress.cs.vt.edu\/3digroup\/2023\/11\/07\/towards-data-collection-for-intelligent-ar-an-observation-study-in-a-mobile-context\/","title":{"rendered":"Towards Intelligent Augmented Reality: An Empirical Study in a Mobile Context"},"content":{"rendered":"\n

We conducted a user study to substantiate the validity of our proposed taxonomies concerning everyday AR contexts<\/a> and AR interface design elements<\/a>, as well as the framework for Intelligent AR interfaces<\/a>.<\/p>\n\n\n\n

This observational study involved providing participants with a fully manual AR interface, allowing them to make adaptations based on their discretion in diverse contextual situations.<\/p>\n\n\n\n

The outcomes of these observations will be leveraged to assess the comprehensiveness of our taxonomies and the real-world applicability of our framework.<\/p>\n\n\n\n

\"\"
(A) User making adaptations to the apps in the Edit Mode. (B) Head-fixed sectors indicated on a screenshot of the user\u2019s view.<\/figcaption><\/figure>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

We conducted a user study to substantiate the validity of our proposed taxonomies concerning everyday AR contexts and AR interface design elements, as well as the framework for Intelligent AR interfaces. This observational study involved providing participants with a fully manual AR interface, allowing them to make adaptations based on their discretion in diverse contextual …<\/a><\/p>\n","protected":false},"author":254,"featured_media":3377,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[20,24,27],"ppma_author":[400,522,479,466,391],"class_list":["post-3182","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects","tag-adaptive-ar","tag-ar","tag-augmented-reality"],"jetpack_featured_media_url":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-content\/uploads\/sites\/141\/2023\/11\/Untitled.png","authors":[{"term_id":400,"user_id":254,"is_guest":0,"slug":"sdavari","display_name":"Shakiba Davari","avatar_url":{"url":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-content\/uploads\/sites\/141\/2020\/11\/sdavari.jpg","url2x":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-content\/uploads\/sites\/141\/2020\/11\/sdavari.jpg"},"author_category":"","user_url":"","last_name":"Davari","first_name":"Shakiba","job_title":"","description":"With a background spanning human-computer interaction (HCI), applied machine learning (ML), and UX\/UI design, my work bridges AI and design, creating frameworks and principles to address real-world challenges and deliver meaningful user experiences.\r\nDuring my Ph.D., I focused on intelligent Augmented and eXtended Reality (AR\/XR) interfaces exploring ways to make AR more adaptive and user-centered. I developed context-aware AR solutions to enhance usability, efficiency, and social interaction while addressing AR challenges such as spatial layout, occlusion, and social intrusiveness in dynamic scenarios. My dissertation provides a roadmap for integrating AI with AR design and establishes frameworks and design principles for effective AR across various contexts."},{"term_id":522,"user_id":432,"is_guest":0,"slug":"danielstover","display_name":"Danny Stover","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/cb83d1406c965b85078056165e2908a273a8b686800ae180f89c2c6dd5d5e8c3?s=96&d=mm&r=g","author_category":"","user_url":"","last_name":"Stover","first_name":"Danny","job_title":"","description":""},{"term_id":479,"user_id":383,"is_guest":0,"slug":"agiovannelli","display_name":"Alexander Giovannelli","avatar_url":{"url":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-content\/uploads\/sites\/141\/2022\/05\/IMG_6776-e1651771320966.jpg","url2x":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-content\/uploads\/sites\/141\/2022\/05\/IMG_6776-e1651771320966.jpg"},"author_category":"1","user_url":"https:\/\/agiovannelli.github.io\/","last_name":"Giovannelli","first_name":"Alexander","job_title":"","description":"My expertise lies at the intersection of human-computer interaction, extended reality, and computer-supported cooperative work. I investigate how immersive environments can support effective remote and cross-temporal collaboration, with a growing focus on integrating AI assistance into collaborative XR workflows."},{"term_id":466,"user_id":335,"is_guest":0,"slug":"ciilo","display_name":"Cory Ilo","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/715e42664b3358101cfe4bb556a94092a52552fe4fa5351e072c24c70bc8252b?s=96&d=mm&r=g","author_category":"","user_url":"https:\/\/www.linkedin.com\/in\/cilo9737\/","last_name":"Ilo","first_name":"Cory","job_title":"","description":"The goal of my research is to build smart interaction techniques and\/or intelligent user interfaces which adapt to the user's total context, e.g. environment, user task, time of day, location, etc. Essentially, the AR system should be able to infer the user's intent to aid interaction or dynamically adjust user interfaces by utilizing the surrounding, inherent context.\r\n\r\nAside from research, my passions include video games, fitness, and traveling. One day, I hope to make open-world AR video games, where your body functions as the controller, a reality!"},{"term_id":391,"user_id":331,"is_guest":0,"slug":"dbowman","display_name":"Doug Bowman","avatar_url":{"url":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-content\/uploads\/sites\/141\/2021\/01\/professional_photo2_2019-cropped-square-smaller-scaled.jpg","url2x":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-content\/uploads\/sites\/141\/2021\/01\/professional_photo2_2019-cropped-square-smaller-scaled.jpg"},"author_category":"1","user_url":"","last_name":"Bowman","first_name":"Doug","job_title":"","description":"Doug A. Bowman is the Frank J. Maher Professor of Computer Science<\/a> at Virginia Tech<\/a>. He is the principal investigator of the 3D Interaction Group<\/a>, focusing on the topics of three-dimensional user interfaces, VR\/AR user experience, and the benefits of immersion in virtual environments.\r\n\r\nDr. Bowman is one of the co-authors of 3D User Interfaces: Theory and Practice<\/a>. He has served in many roles for the IEEE Virtual Reality Conference<\/a>, including program chair, general chair, and steering committee chair. He also co-founded the IEEE Symposium on 3D User Interfaces (now part of IEEE VR). He received a CAREER award from the National Science Foundation for his work on 3D Interaction, and has been named an ACM Distinguished Scientist. He received the Technical Achievement award from the IEEE Visualization and Graphics Technical Committee in 2014 and the Career Impact Award from IEEE ISMAR in 2021.\r\n\r\nHis undergraduate degree in mathematics and computer science is from Emory University, and he received his M.S. and Ph.D. in computer science from the Georgia Institute of Technology.\r\n\r\nCurriculum vitae (PDF)<\/a>"}],"_links":{"self":[{"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/posts\/3182","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/users\/254"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/comments?post=3182"}],"version-history":[{"count":6,"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/posts\/3182\/revisions"}],"predecessor-version":[{"id":3385,"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/posts\/3182\/revisions\/3385"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/media\/3377"}],"wp:attachment":[{"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/media?parent=3182"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/categories?post=3182"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/tags?post=3182"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/3digroup\/wp-json\/wp\/v2\/ppma_author?post=3182"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}