[논문]빅데이터 감성분석에 따른 공항 공공예술 디자인 요소 및 선호도 연구

장온; 추장운; 김치용

doi:10.9717/kmms.2022.25.10.1499

빅데이터 감성분석에 따른 공항 공공예술 디자인 요소 및 선호도 연구
Research on Airport Public Art Design Elements and Preferences Based on Big Data Sentiment Analysis 원문보기

멀티미디어학회논문지 = Journal of Korea Multimedia Society, v.25 no.10, 2022년, pp.1499 - 1511

장온 (Dept. of Storytelling, Graduate School, Dong-Eui University) , 추장운 (Dept. of Storytelling, Graduate School, Dong-Eui University) , 김치용 (Dept. of Game Engineering, Dong-Eui University)

Abstract ▼ AI-Helper

In the context of globalization, circulation between cities has become more frequent. The airport is no longer just a place for boarding, disembarking, and transportation, but a public place that serves as the communication function of the "aviation city". The intervention of public art in the airport space not only gives users a sense of space experience, but also becomes a unique carrier for city and country image shaping. The purpose of this paper is to study the emotional value brought by airport public art to users, and to investigate the correlation analysis of public art design elements and user preferences based on this premise. The research methods are machine learning method and SPSS 21.0. The user's emotional value is introduced in the big data evaluation, and the preference and inclination of airport users to various elements of public art are analyzed by questionnaire. Through the research conclusion, the preference and main contradiction of users in the airport for the four dimensions of public art design elements are obtained. Opinions and optimization methods to provide reference data and theoretical support for public art design.

주제어

표/그림 (21)

표 Table 1. Elements of public art design relevant to this thesis from prior research.
그림 Fig. 1. Pittsburgh International Airport, Pennsylvania, Research direction: Creation of space.
그림 Fig. 2. LaGuardia Airport, Research direction: Visual element.
그림 Fig. 3. Los Angeles LAX Airport, Research direction: Media type.
그림 Fig. 4. Singapore Changi Airport, Research direction: The creative intent.
그림 Fig. 5. Los Angeles LAX Airport, Research direction: Media type.
그림 Fig. 6. Miami Airport, Research direction : Visual element.
그림 Fig. 7. Daxing Airport, Capital of China, Research direction: Media type.
그림 Fig. 8. Incheon International Airport, South Korea, Research direction: The creative intent.
그림 Fig. 9. Incheon International Airport, South Korea, Research direction: The creative intent.
그림 Fig. 10. Sentiment classification distribution of four airports.
그림 Fig. 11. Experience preferences for public art works.
그림 Fig. 12. Content Preferences for Public Art Works.
표 Table. 2 Pictures of research projects.
그림 Fig. 13. Place preference for works.
그림 Fig. 14. Work settings interface preferences.
표 Table. 3 Descriptive statistics (N=428).
그림 Fig. 15. Spatial image preference.
그림 Fig. 16. Static media preference.
그림 Fig. 18. Art element preference in works.
그림 Fig. 17. Dynamic Media Preference.

참고문헌 (22)

H.J. Kim, "New Trend on the Types of Public Art Projects Since 2000 in Korea," The Korea Contents Society, Vol. 10, No. 8, pp. 198-208, 2010.
Y.H. Kim, A Study on the Realization of Publicness through Public Art, PhD's Thesis of Sangmyoung University, 2017.
J.W. Kim, A study on Characteristics of Objects Appeared in Airport Lobby, Master's Thesis of Kookmin University, 2008.
H.J. Lee, Influence on Viewing Value and National Brand by Cultural P erformances of International Airport - Focused on Incheon Airport -, Master's Thesis of Chung-Ang University, 2016.
J.H. Lee, "Public Art in Airport - Focusing on the Airport in USA -," Council for Advanced Media & Moving Pictures, Vol. 12, No. 3, pp. 198-208, 2013.
Y.K. Kang, "A Study on the correlation between Public Art and the Place Characteristics of Global Hub Airport," Journal of Korea Institute of Spatial Design, Vol. 13, No. 5, pp. 129-140, 2018.
S.H. Hong, International Airport in Arts and Cultural Spaces Introduced Research, Master's Thesis of Sookmyung Women's University, 2012
Y, Tan, "A Survey of Sentiment Analysis on Social Media," Data Analysis and Knowledge Discovery, Vol. 4, No. 1, pp. 1-11, 2020.
X. Shao, C.S. Kim, and K.D. Ryul, "A Study on Customers' Sentiment Analysis Based on Big Data Using Twitter Data," International Journal of Computer Theory and Engineering, Vol. 11, No. 1, pp. 11-14, 2019.

상세보기
M.S.A. Homaid, D.B. Bisandu, and I. Moulitsas, "Analysing the Sentiment of Air-Traveller: A Comparative Analysis," International Journal of Computer Theory and Engineering, Vol. 14, No. 2, pp. 48-53, 2022.
K.B. Nahm, "The Publicness of Public Art: Focused on the "Golden market, Golden Age" Public Art Project," Journal of the Economic Geographical Society of Korea, Vol. 13, No. 5, pp. 129-140, 2018.
S.R. Kim, A Case Study on the P ossibility of Aesthetical Experience in City Through Public Art, Master's Thesis of Konkuk University, 2014.
I.S. Cheong, A Study on Theme Design and Placeness of Public Art Centering on the 2006 Art in the City P roject, Master's Thesis of Honam University, 2015.
E.J. Lee, "A Study on the Development of the Site-specific Public Art in Public Design," Korean Society of Basic Design & Art, Vol. 14, No. 2, pp. 299-307, 2013.
M.Y. Park, "A Study of Place-Forming Public Art," The Architectural Institute of Korea, Vol. 37, No. 5, pp. 21-32, 2021.
M.J. Lee, "Expansion of Public Space through Public Art," Kyungsung University Humanities Research Institute, Vol. 15, No. 3, pp. 97-188, 2010.
J. Ahn, Research on the Locational Features and Functions of Public Art-Focusing on the urban area of Seoul, Master's Thesis of Kore University, 2009.
J.C. Freeman and M. Sheller, "Editors' Statement: Hybrid Space and Digital Public Art," Public Art Dialogue, Vol. 5, No. 1, pp. 1-8, 2015.

상세보기
I. Silaci and P. Ebringerova, "New Interpretation of Public Visual Art in Urban Space," IOP Conference Series: Materials Science and Engineering, Vol. 471, No. 9, pp. 1-6, 2019.
Y.M. Choi, A Study on the Digital Public Art in the City Space, Master's Thesis of Ewha Womans University, 2007.
B.J. Lei, "A Study on The Influencing Factors of Visual Effect in Subway Mural," Korea Design Society, Vol. 2018, No. 11, pp. 120-121, 2018.
B.J. Lei, An Analysis of the Influence of Korean and Chinese Subway Murals on Users' Vision, PhD's Thesis of Pukyong National University, 2020.

내보내기 구분	파일저장 인쇄 메일전송
구성항목	기본정보 상세정보 관리번호, 논문명, 저널/프로시딩명, 저자 , 발행년, 권, 호, 시작페이지, 끝페이지, 발행기관 관리번호, 논문명, 대등논문명, 저자 , 저널/프로시딩명, 발행기관, 발행년, 발행언어, 권, 호, 시작페이지, 끝페이지, ISBN, ISSN, 주제분야, 키워드, 초록(한글), 초록(영문), 저자(소속기관)
저장형식	Text(ASCII format) Excel format RefWorks Direct Export RIS format (for Reference Manager, ProCite, EndNote), Scholar's Aids, Mendeley
메일정보	받는사람 (필수) @ 보내는사람 (선택) @ 제목 내용 KISTI 검색결과 이메일 서비스
안내	총 건의 자료가 검색되었습니다. 다운받으실 자료의 인덱스를 입력하세요. (1-10,000) 검색결과의 순서대로 최대 10,000건 까지 다운로드가 가능합니다. 데이타가 많을 경우 속도가 느려질 수 있습니다.(최대 2~3분 소요) 다운로드 파일은 UTF-8 형태로 저장됩니다. 파일의 내용이 제대로 보이지 않을실 때는 웹브라우저 상단의 보기 -> 인코딩 -> 자동선택 여부를 확인하십시오. ~ Text(ASCII format) Excel format

연합인증