A Study on Technology Trends for AR Glasses Using Topic Modeling

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초록

Augmented Reality (AR) technology is a crucial element in constructing the metaverse and digital twin, as it overlays information on real-world visuals. AR glasses serve as essential tools and devices for delivering such services. This paper aims to review and compare the trends and major technological areas of AR glasses in Korea and the United States by utilizing patent literature and conducting Latent Dirichlet Allocation (LDA) topic modeling. Patent documents already include international standard technology classification codes. However, for comprehensive research and understanding the technological themes from a perspective of convergent studies and technological development, relying solely on these codes might be challenging. Therefore, LDA topic modeling, widely used for semantic topic-based classification of documents, was employed to analyze over 3000 AR glasses-related patents. The analysis of patent documents revealed that Korea focuses on the “application areas of the device,” while the United States emphasizes the “optical technology constituting the device”. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

키워드

AR glassesLDA topic modelingPatentTechnology trend
제목
A Study on Technology Trends for AR Glasses Using Topic Modeling
저자
Kim, HyunaKim, HeeyoungGim, GwangyongAn, Sungbyeong
DOI
10.1007/978-3-031-61163-6_10
발행일
2024-07
유형
Book chapter
저널명
Studies in Computational Intelligence
1160
페이지
111 ~ 120