Estimation of the Response Size to the Immersive Content of Virtual Tourism Using Receiver Operating Characteristics (ROC)

In Mook Choi; CHON SIHYUN

doi:10.17086/JTS.2021.45.8.9.31

This study aims to provide a technically necessary reference value for producing immersive content in virtual tourism. In order to estimate the size of responsiveness of immersive content for VR tourism, the size of the responsiveness regarding animation, narration, and dynamics (the three properties that have the most significant influence on the number of views) were used in this study. One hundred fifty-two 360° VR videos posted on YouTube were purposively selected and they were compared in terms of responsiveness by simultaneously performing the estimation formula according to the Pythagorean definition and the cut-off point of Receiver Operating Characteristics (ROC) curve analysis. The results of the analyses showed that animation was the most significant discriminating power as a diagnostic tool. It elicited the most robust viewer responses out of all the virtual tourism immersive contents. This indicates that videos with added animation enhance storytelling and viewer immersion. Although the narration and dynamics had relatively weak predictive power, it still demonstrated a significant predicting power for an increase in the number of views. Throughout this study, numerical estimation and objective analyses of realistic types were possible. In addition, ROC research turned out to be a useful diagnostic tool in examining the predictive power for immersive content in virtual tourism.

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REFERENCES (37)
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* 2021년 이후 발행 논문의 참고문헌은 현재 구축 중입니다.

[journal] 안소현 / 2019 / A Study on the Influence of Sense of Virtual Reality Contents on Experiential Value, Satisfaction and Visit Intention / 관광학연구 / 한국관광학회 43(6) : 135~149 / http://dx.doi.org/10.17086/JTS.2019.43.6.135.149

[journal] Bec, A / 2021 / Virtual reality and mixed reality for second chance tourism / Tourism Management 83 : 104256~ / https://doi.org/10.1016/j.tourman.2020.104256

[confproc] Bindman, S. W. / 2018 / Am I a bunny? The impact of high and low immersion platforms and viewers' perceptions of role on presence, narrative engagement, and empathy during an animated 360video / Proceedings of the 2018 CHI conference on human factors in computing systems : 1~11

[journal] Biocca, F. / 2001 / Criteria and scope conditions for a theory and measure of social presence / Presence: Teleoperators and virtual environments / https://doi.org/10.1162/105474603322761270

[journal] 최기탁 / 2021 / Prospects for Virtual Tourism after the Era of COVID-19 / 무역연구 / 한국무역연구원 17(2) : 455~468

[journal] 전시현 / 2021 / An exploratory study on the possibility of typology on tele-presence of VR Tourism: Focusing on 100 cases of domestic VR Tourism / 호텔경영학연구 / 한국호텔외식관광경영학회 30(5) : 79~98

[journal] Chuah, S. H. W. / 2019 / Wearable XR-technology:literature review, conceptual framework and future research directions / International Journal of Technology Marketing 13(3-4) : 205~259 / https://doi.org/10.1504/IJTMKT.2019.104586

[journal] Goel, L. / 2013 / Predicting users’ return to virtual worlds: a social perspective / Information Systems Journal 23(1) : 35~63 / https://doi.org/10.1111/j.1365-2575.2011.00396.x

[confproc] Gödde, M. / 2018 / Cinematic narration in VR–Rethinking Film conventions for 360degrees / International Conference on Virtual, Augmented and Mixed Reality : 184~201

[journal] 하동희 / 2020 / A study on the identification of strategic factors to promote experience marketing of realistic contents for the realization of convergence tourism: Model suggestion of applying virtual experience technology / 관광연구저널 / 한국관광연구학회 34(9) : 109~124 / https://doi.org/10.21298/IJTHR.2020.9.34.9.109

[journal] 한종성 / 2015 / VR Tourism Content Using the HMD Device / 한국콘텐츠학회 논문지 / 한국콘텐츠학회 15(3) : 40~47 / http://dx.doi.org/10.5392/JKCA.2015.15.03.040

[confproc] Karnchanapayap, G / 2019 / VR Animation: The New Transformation of Storytelling / 2019 IEEE 2nd Workshop on Animation in Virtual and Augmented Environments (ANIVAE) : 1~4

[journal] 김정규 / 2019 / Analysis of Tourism Technology Trends in Korea and the U.S. Using Patent Information: Based on Topic Modeling / 관광학연구 / 한국관광학회 43(1) : 249~267 / http://dx.doi.org/10.17086/JTS.2019.43.1.249.267

[journal] 김영하 / 2020 / A Study on the Presence Experience and Effect of Users of Tourism Virtual Reality Contents / 관광레저연구 / (사)한국관광레저학회 32(7) : 217~231

[confproc] Kondlo, A. / 2020 / Self-Guided Virtual Tour Using Augmented Reality / 2020 ITU Kaleidoscope:Industry-Driven Digital Transformation (ITU K) / IEEE : 1~5

[journal] Lanier, J. / 2001 / Virtually there / Scientific American : 66~75 / https://doi.org/10.1038/scientificamerican0401-66

[journal] 이랑구 / 2016 / A Study on Visual and Auditory Inducement of VR Image Contents and the Inducement Components of for Immersion Improvement / 디지털융복합연구 / 한국디지털정책학회 14(11) : 495~500 / http://dx.doi.org/10.14400/JDC.2016.14.11.495

[journal] Lee, K. Y. / 2012 / The effect of 3-D product visualisation on the strength of brand attitude / International Journal of Advertising 31(2) : 377~396 / https://doi.org/10.2501/ija-31-2-377-396

[journal] 이선영 / 2021 / AR Experience Design to Improve AR Satisfaction and Willingness to Pay in Smart Tourism Cities / 관광학연구 / 한국관광학회 45(5) : 9~32 / http://dx.doi.org/10.17086/JTS.2021.45.5.9.32

[journal] 이태리 / 2020 / An Analysis of the Close-up Short Effect and Narration of Almodovar’s Film <Julietta> / 영화연구 / 한국영화학회 (85) : 61~91 / 10.17947/FS.2020.9.85.61

[journal] Merkx, C. / 2021 / Virtual reality tourism experiences: Addiction and isolation / Tourism Management 87 : 104394~ / https://doi.org/10.1016/j.tourman.2021.104394

[web] Ministry of Culture, Sports and Tourism / 2021 / 올해의 관광벤처 140개 사업 선정…참여율 전년대비 21% 증가 / Korea Policy Briefing / https://www.korea.kr/news/policyNewsView.do?newsId=148887411

[journal] Monitawati, M. / 2021 / Virtual Tour of the Kalantan Museum in Kota Bharu Malaysia and the Hajj Pilgrimaged Tour in Saudi Arabia during the Covid-19 Pandemic / SALAMANDER : An International Tourism Bulletin 3(3)

[confproc] Oh, J. E. / 2021 / VR and Nostalgia: Using Animation Content at Theme Parks to Boost Visitor Experience / Progress in IS : 303~314

[journal] Paredes, R. T. / 2021 / Museography and performativity: performance design for impossible objects and immersive displays / Experimental Museology : 35~49 / https://doi.org/10.4324/9780367808433-2-4

[journal] 박수지 / 2019 / The Influence of Topological Characteristics and Tourism Environment Information on Spatial Cognition and Satisfaction: Focused on Virtual Reality Techniques / 관광학연구 / 한국관광학회 43(3) : 83~105 / http://dx.doi.org/10.17086/JTS.2019.43.3.83.105

[journal] Pietroni, E. / 2019 / Experience Design, Virtual Reality and Media Hybridization for the Digital Communication Inside Museums / Applied System Innovation 2(4) : 35~ / https://doi.org/10.3390/asi2040035

[journal] Robbani, M. A. / 2021 / Rancang Bangun Aplikasi Mobile Virtual Tour Menggunakan Foto 360° dengan Objek Penelitian Museum Nasional / Jurnal Sistem Cerdas 4(1) : 43~55 / https://doi.org/10.37396/jsc.v4i1.159

[journal] Schwan, S. / 2004 / The cognitive benefits of interactive videos: Learning to tie nautical knots / Learning and Instruction 14(3) : 293~305 / https://doi.org/10.1016/j.learninstruc.2004.06.005

[thesis] Shin, H. J. / 2018 / A Study on the Storytelling of VR Animation / doctor / Sejong University

[journal] Shin, D. / 2018 / Exploring immersive experience in journalism / New media & society 20(8) : 2800~2823 / https://doi.org/10.1177/1461444817733133

[journal] Steuer, J. / 1992 / Defining virtual reality:Dimensions determining telepresence / Journal of Communication 42(4) : 73~93 / https://doi.org/10.1111/j.1460-2466.1992.tb00812.x

[confproc] Stoynov, V / 2021 / Conceptual framework for quality assessment in human-centric 6G XR services / IOP Conference Series: Materials Science and Engineering 1032(1) : 012009~

[journal] Swets, J. A. / 1988 / Measuring the accuracy of diagnostic systems / Science 240(4857) : 1285~1293 / https://doi.org/10.1126/science.3287615

[confproc] Uhm, J. P. / 2020 / OVERCOMING COMPATIBILITY BARRIERS IN SPORTS VR FOR GAMER INTERACTIVITY, CHARACTER IDENTIFICATION, AND ENJOYMENT / 2020 Global Marketing Conference at Seoul : 1469~1471

[journal] 양성수 / 2019 / A Study on Satisfaction on Use of VR Tourism Program / 한국콘텐츠학회 논문지 / 한국콘텐츠학회 19(8) : 184~193 / https://doi.org/10.5392/JKCA.2019.19.08.184

[journal] 유건우 / 2021 / The Effects of VR-based Cultural Heritage Experience on Visit Intention / 한국전자거래학회지 / 한국전자거래학회 26(2) : 95~122

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