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中央研究院 資訊科學研究所

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TIGP (SNHCC) --SportsXR: Bridging Human and Machine Intelligence through Immersive Visualizations for Sports

  • 講者林滿新 博士 (哈佛大學)
    邀請人:TIGP (SNHCC)
  • 時間2024-09-16 (Mon.) 09:00 ~ 11:00
  • 地點Webex 線上會議:請見摘要頁
線上串流
https://asmeet.webex.com/asmeet/j.php?MTID=maae2bec53817e861e2f918ed59c045ce
摘要

Digital technologies have become integral to our daily lives, providing data on demand to assist with various tasks. However, the effective use of this digital information is often limited by our cognitive bandwidth and the constraints of physical environments. Despite the potential of machine intelligence to enhance our lives, a gap remains in enabling people to access and interpret data effectively in real-world settings. My work addresses this challenge by designing contextual data visualizations using XR technologies in the sports domain. 

Sports analytics is crucial for performance evaluation and enhancing fan experiences, yet traditional methods, which often rely on data experts, can disconnect insights from real-world sports applications. In this talk, I will present groundbreaking research on immersive visualizations specifically designed for sports analytics, including tasks related to training, coaching, and in-game data analysis. By leveraging advanced AR/VR technologies like HoloLens and Meta Quest, these visualizations offer a dynamic, spatial perspective on sports data, making it more interactive and engaging. 

Through research collaborations with basketball and badminton experts, I will demonstrate how these immersive visualizations enhance user experience and data comprehension. This talk will explore how immersive visualization research transforms sports and data analytics in the physical world, providing insights into innovative HCI and visualization research.



 
BIO
林滿新(Tica),哈佛大學電腦科學博士,擁有喬治亞理工數位媒體碩士和台大電機學士學位。她專注於數據視覺化和擴增實境互動設計領域的研究,並將這些技術應用於運動領域的數據決策。博士期間,她與美國國家隊和NCAA一級球隊合作,開發能夠優化數據分析流程的SportsXR創新科技,並參與了Apple Vision Pro、Meta Reality Labs和Adobe Firefly的研發工作。Tica曾於Visa擔任資深數據視覺化設計師、NBA費城76人隊的數據策略UX設計師,並出版《我在76人的日子》一書,分享她作為NBA數據團隊中的首位台灣人的獨特經驗。Tica現為哈佛大學博士後研究,領導運動科技新創SportsBuddy.ai專案。