특허 정보를 활용한 한국과 미국의 관광 관련 기술 동향 분석-토픽 모델링을 중심으로-

Analysis of Tourism Technology Trends in Korea and the U.S. Using Patent Information: Based on Topic Modeling

초록

Most studies on the technology trends in the field of tourism have mainly focused on the cases that are currently used by the tourism industry. The purpose of this paper is to quantitatively measure and evaluate technology trends in the tourism field in Korea and the U.S. based on tourism-related patents. For this purpose, this study attempts to derive the detailed techniques used in the field of tourism using the latent Dirichlet allocation (LDA) model of topic modeling and to understand the growing and declining technologies that are currently being used in both countries. As a result of this analysis, eight technologies were identified: (1) tourism information providing systems based on location information; (2) improvements in travel bag function and design; (3) business methods related to the hospitality industry; (4) tourism information provision and experience systems based on augmented and virtual reality; (5) terminal devices and software related to tourism information provision systems; (6) improvements in the function and design of travel equipment (excluding travel bags); (7) travel recommendation and reservation systems; and (8) travel information sharing and travel record collection systems. Three of these technologies are growing in Korea (tourism information and experience systems based on augmented reality and virtual reality, travel recommendation and reservation systems, and travel information sharing and travel record collection systems) and two are declining (business methods related to the hospitality industry and terminal devices and software related to tourism information provision systems). Data for the initial research on the tourism-related technology analysis and information about the technologies to be applied in tourism in the future is provided.

키워드

스마트 관광기술 동향특허텍스트마이닝토픽모델링잠재 디리클레 할당Smart tourismTechnology trendsText miningTopic modelingLatent Dirichlet allocation
제목
특허 정보를 활용한 한국과 미국의 관광 관련 기술 동향 분석-토픽 모델링을 중심으로-
제목 (타언어)
Analysis of Tourism Technology Trends in Korea and the U.S. Using Patent Information: Based on Topic Modeling
저자
김정규정철
DOI
10.17086/JTS.2019.43.1.249.267
발행일
2019-01
저널명
관광학연구
43
1
페이지
249 ~ 267