International Journal
Publications by DSAIL
(* = (co-) corresponding author, ** = equal contributions)
2024
Prediction of Neovascular Age-related Macular Degeneration Recurrence using Optical Coherence Tomography Images with a Deep Neural Network
Juho Jung**, Jinyoung Han**, Jeong Mo Han**, Junseo Ko, Jeewoo Yoon, Joon Seo Hwang, Ji In Park, Gyudeok Hwang, Jae Ho Jung, Daniel Duck-Jin Hwang*
Scientific Reports (SCI, JCR 2021 IF = 4.996)
The effects of working from home on technical efficiency within the service industry: A meta-frontier approach
Migyeong Yang, Soobin Jang, Michelle Goh, and Daeho Lee*
Managerial and Decision Economics (SCIE, JCR 2022 IF=2.31)
Predicting diversification scores of videos in recommendation network
2023
Developing and evaluating an artificial intelligence-based computer-aided diagnosis system for retinal disease: A diagnostic study for central serous chorioretinopathy
Jeewoo Yoon**, Jinyoung Han**, Junseo Ko, Seong Choi, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Daniel Duck-Jin Hwang*
Journal of Medical Internet Research (JMIR), 25:e48142 (SCIE, JCR 2022 IF=7.4)
Detecting depression on video logs using audiovisual features
Kyungeun Min**, Jeewoo Yoon**, Migyeong Kang, Daeun Lee, Eunil Park, and Jinyoung Han*
Humanities and Social Sciences Communications 10, 788 (SSCI, JCR 2022 IF = 3.5)
Prediction of Visual Acuity in Pathologic Myopia with Myopic Choroidal Neovascularization Treated with Anti-Vascular Endothelial Growth Factor Using a Deep Neural Network Based on Optical Coherence Tomography Images
Migyeong Yang**, Jinyoung Han**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Jeewoo Yoon, Seong Choi, Gyudeok Hwang, and Daniel Duck-Jin Hwang*
Biomedicines 11(8): 2238 (SCIE, JCR 2022 IF = 4.757)
Dancing on the Inside: A Qualitative Study on Online Dance Learning with Teacher-AI Cooperation
Jiwon Kang, Chaewon Kang, Jeewoo Yoon, Houggeun Ji, Taihu Li, Hyunmi Moon, Minsam Ko*, and Jinyoung Han*
Education and Information Technologies 28:12111–12141 (SSCI, JCR 2022 IF = 5.5)
Predicting Continuity of Online Conversations on Reddit
Jinhyeon Kim, Jinyoung Han*, and Daejin Choi*
Telematics and Informatics 79: 101965 (SSCI, JCR 2022 IF=9.140)
Detecting Macular Disease based on Optical Coherence Tomography using a Deep Convolutional Network
Jinyoung Han**, Seong Choi**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Junseo Ko, Jeewoo Yoon, Daniel Duck–Jin Hwang*
Journal of Clinical Medicine 12(3):1005 (SCIE, JCR 2021 IF = 4.964)
2022
Experiencing stress during COVID-19: A computational analysis of stressors and emotional responses to stress
Jiwon Kang **, Jieun Kim **, Taenyun Kim, Hayeon Song*, Jinyoung Han*
Cyberpsychology, Behavior, and Social Networking 25(9): 561-570 (SSCI, JCR 2021 IF = 6.135)
Why Tag Me?: Detecting Motivations of Comment Tagging in Instagram
Jiwon Kang, Jeewoo Yoon, Eunil Park, and Jinyoung Han*
Expert Systems With Applications 202: 117171 (SCIE, JCR 2021 IF=8.665)
Preventing Rumor Spread with Deep Learning
Daejin Choi, Hyuncheol Oh, Selin Chun, Taekyoung Kwon, and Jinyoung Han*
Expert Systems With Applications 197: 116688 (SCIE, JCR 2021 IF=8.665)
Social Sharing of Emotion During the COVID-19 Pandemic
Doha Kim**, Chaewon Park**, Eunji Kim, Jinyoung Han*, and Hayeon Song*
Cyberpsychology, Behavior, and Social Networking 25(6) (SSCI, JCR 2021 IF = 6.135)
Behind the Scenes of K-pop Fandom: Unveiling K-pop Fandom Collaboration Network
Jiwon Kang, Jina Kim, Migyeong Yang, Eunil Park, Minsam Ko, Munyoung Lee, and Jinyoung Han*
Quality & Quantity 56: 1481-1502(SSCI)
The Connection to the Public’s Preferred Sports Analysis and Physical Education Curriculum
Yong-Wook Kim, Jinyoung Han*, Kyungtae Jang, Minsam Ko, Jaewoo Park, Seungyup Lim, and Jin-Young Lee
PLoS ONE 17(3): e0264032 (SCIE, JCR 2021 IF = 3.752)
Classifying Neovascular Age-related Macular Degeneration with a Deep Convolutional Neural Network based on Optical Coherence Tomography Images
Jinyoung Han**, Seong Choi**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Hak Jun Lee, Junseo Ko, Jeewoo Yoon, Daniel Duck-Jin Hwang, "
Scientific Reports 12, 2232(2022) (SCI, JCR 2021 IF = 4.996)
Assessing Central Serous Chorioretinopathy with Deep Learning and Multiple Optical Coherence Tomography Images
Junseo Ko**, Jinyoung Han**, Jeewoo Yoon, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Kyu Hyung Park, and Daniel Duck-Jin Hwang
Scientific Reports 12, 1831(2022) (SCI, JCR 2021 IF = 4.996)
Classifying central serous chorioretinopathy subtypes with a deep neural network using optical coherence tomography images: A cross-sectional study
Jeewoo Yoon**, Jinyoung Han**, Junseo Ko, Seong Choi, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Kyuhwan Jang, Joonhong Sohn, Kyu Hyung Park, and Daniel Duck-Jin Hwang
Scientific Reports 12, 422(2022) (SCI, JCR 2021 IF = 4.996)
2021
Distinguishing Retinal Angiomatous Proliferation from Polypoidal Choroidal Vasculopathy with A Deep Neural Network based on Optical Coherence Tomography
Daniel Duck-Jin Hwang**, Seong Choi**, Junseo Ko, Jeewoo Yoon, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Hak Jun Lee, Joonhong Sohn, Kyu Hyung Park, and Jinyoung Han*
Scientific Reports 11, 9275(2021) (SCI, JCR 2020 IF = 4.379)
[PDF]
Between Comments and Repeat Visit: Capturing Repeat Visitors with a Hybrid Approach
Jina Kim, Yeonju Jang, Kunwoo Bae, Soyoung Oh, Nam Jeong Jeong, Eunil Park, Jinyoung Han, and Angel P.del Pobil
Data Technologies and Applications, 55(4), pp. 542-557 (SSCI, JCR 2019 IF=1.667)
[PDF]
Traveller Acceptance of Mobile Reservation Services
Jinyoung Han and Eunil Park
International Journal of Mobile Communications, 19(2), pp. 169-189 (SCIE, JCR 2019 IF=1.551)
Scientific Analysis on Machine Learning for Mental Health in Social Media: A Bibliometric Study
2020
Optical Coherence Tomography-based Deep-learning Model for Detecting Central Serous Chorioretinopathy
Jeewoo Yoon**, Jinyoung Han**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Joonhong Sohn, Kyu Hyung Park, and Daniel Duck-Jin Hwang
Scientific Reports 10, 18852(2020) (SCI, JCR 2020 IF = 4.379)
[PDF]
Cross-cultural Comparison of Interactive Streaming Services: Evidence from Twitch
Soyong Oh, Jina Kim, Honggeun Ji, Eunil Park, Jinyoung Han, Minsam Ko, and Munyoung Lee
Telematics and Informatics, Vol. 55, 101434 (SSCI, JCR 2019 IF = 6.182)
[PDF]
Deep Learning Model for Detecting Mental Illness from User Content on Social Media
Jina Kim, Jieon Lee, Eunil Park, and Jinyoung Han*
Scientific Reports 10, 11846 (2020) (SCI, JCR 2019 IF = 4.379)
Measurement and Analysis on Large-Scale Offline Mobile App Dissemination over Device-to-Device Sharing in Mobile Social Networks
Xiaofei Wang, Chenyang Wang, Xu Chen, Xiaoming Fu, Jinyoung Han, and Xin Wang
World Wide Web Journal, Issue 23, pp. 2363–2389 (SCI, JCR 2019 IF = 2.716)
[PDF]
Who Drives Successful Online Conversations? Unveiling the Role of First User Response
Ye-eun Won**, Jiwon Kang**, Daejin Choi, Eunil Park, and Jinyoung Han*
Kybernetes , Vol. 49, No. 3, pp. 876-884 (SCIE, JCR 2019 IF = 2.235)
Understanding Customers' Hotel Revisiting Behaviour: A Sentiment Analysis of Online Feedback Reviews
Eunil Park, Jiwon Kang, Daejin Choi, and Jinyoung Han*
Current Issues in Tourism, Vol. 23 No. 5, pp. 605-611 (SSCI, JCR 2019 IF = 7.430)
[PDF]
Rumor Propagation is Amplified by Echo Chambers in Social Media
2019
Antecedents of the Adoption of Building Information Modeling Technology in Korea
Eunil Park, Sang Jib Kwon, and Jinyoung Han
Engineering, Construction and Architectural Management, Vol. 26, No. 8, pp. 1735-1749 (SCIE, JCR 2019 IF = 2.160)
[PDF]
Predicting Content Consumption from Content-to-Content Relationships
Jinyoung Han, Daejin Choi, Taejoong Chung, Chen-Nee Chuah, Hyun-chul Kim, and Ted "Taekyoung" Kwon
Journal of Network and Computer Applications, Vol. 132, pp. 1-9 (SCIE, JCR 2019 IF = 5.570)
[PDF]
2018
Creation of a Robust Machine Learning Classifier for Patient Ventilator Asynchrony
Gregory Rehm, Jinyoung Han, Brooks Kuhn, Jean-Pierre Delplanque, Nicholas Anderson, Chen-Nee Chuah, and Jason Adams
Methods of Information in Medicine, Vol. 57, Issue 4. pp. 208-219 (SCI, JCR 2017 IF = 1.5)
[PDF]
Bit.ly/practice: Uncovering Content Publishing and Sharing through URL Shortening Services
Daejin Choi, Jinyoung Han*, Selin Chun, Efstratios Rappos, Stephan Robert, and Ted "Taekyoung" Kwon
Telematics and Informatics, Vol. 35, Issue 5, pp. 1310-1323 (SSCI, JCR 2017 IF = 3.789)
[PDF]
2017
Comprehensive Approaches to User Acceptance of Internet of Things in a Smart Home Environment
Eunil Park, Yongwoo Cho, Jinyoung Han, Sang Jib Kwon
IEEE Internet of Things Journal, Vol. 4, Issue 6, pp. 2342-2350 (SCIE, JCR 2016 IF = 7.596)
[PDF]
Analyzing the Adoption and Cascading Process of OSN-based Gifting Applications: An Empirical Study
M. Rezaur Rahman, Jinyoung Han*, Yong Jae Lee, and Chen-Nee Chuah
ACM Transactions on the Web (TWEB), Vol. 11 Issue 2, Article No. 10 (SCIE, JCR 2017 IF = 1.526)
[PDF]
Before
2017
Uncovering the Footprints of Malicious Traffic in Wireless/Mobile Networks
Arun Raghuramu, Parth H. Pathak, Hui Zang, Jinyoung Han, Chang Liu, and Chen-Nee Chuah
Computer Communication (COMCOM), Vol. 95, pp. 95-107 (SCI, JCR 2016 IF = 3.338)
A Target-centric Surveillance System based on Localization and Social Networking
Jinyoung Han*, Nakjung Choi, Taejoong Chung, Ted "Taekyoung" Kwon, and Yanghee Choi
Multimedia Tools and Applications (MTAP), Vol. 73, Issue 1, pp. 241-265 (SCIE, JCR 2015 IF = 1.331)
[PDF]
Strategic Bundling for Content Availability and Fast Distribution in BitTorrent
Jinyoung Han, Taejoong Chung, Seungbae Kim, Hyun-chul Kim, Jussi Kangasharuju, Ted "Taekyoung" Kwon, and Yanghee Choi
Computer Communication (COMCOM), Vol. 43, pp. 64-73 (SCI, JCR 2015 IF = 2.099)
[PDF]
A Survey on Content-oriented Networking for Efficient Content Delivery
Jaeyoung Choi, Jinyoung Han, Eunsang Cho, Ted "Taekyoung Kwon", and Yanghee Choi
IEEE Communications Magazine, Vol. 49, Issue 3, pp. 121-127 (SCI, JCR 2011 IF = 3.785)
How to Mitigate Signal Dragging during Wardriving
Jinyoung Han, Jeongkeun Lee, Ted "Taekyoung" Kwon, Daehyung Jo, Taejoon Ha, and Yanghee Choi
IEEE Pervasive Computing, Vol. 9, No. 1, pp. 20-27 (SCIE, JCR 2009 IF = 3.079)
[PDF]