Publications by AIDML

(* = (co-)corresponding author, ** = equal contributions)

[2024]

• Migyeong Kang, Juho Jung, Minhan Cho, Daejin Choi*, Eunil Park, Sangheon Pack, Jinyoung Han*, "ISOML: Inter-Service Online Meta-Learning for Newly Emerging Network Traffic Prediction, " will be appeared in ACM Mobisys 2024

• Migyeong Yang**, Chaewon Park**, Jiwon Kang, Daeun Lee, Daejin Choi*, and Jinyoung Han*, "Fighting against Fake News on Newly-Emerging Crisis: A Case Study of COVID-19, " will be appeared in The WebConf2024

• Selin Chun, Jinyoung Han, Daejin Choi*, and Taekyoung Kwon*, "Predicting Diversification Scores of Videos in Recommendation Network," Expert Systems with Applications (SCIE, JCR 2022 IF=8.5)

[2023]

• Jinhyeon Kim, Jinyoung Han*, and Daejin Choi*, "Predicting Continuity of Online Conversations on Reddit," Telematics and Informatics. Vol. 79, pp. 101965, April, 2023 (SSCI, JCR 2022 IF=9.140)

• Hyungjoon Koo, Soyeon Park, Daejin Choi, and Taesoo Kim, "Binary Code Representation With Well-Balanced Instruction Normalization," IEEE Access.  Vol. 11, pp. 29183-29198, March 2023. (SCIE, JCR 2022 IF=3.476)

• Meeyun Kim, Koustuv Saha, Munmun De Choudhury, and Daejin Choi*, "Supporters First: Understanding Online Social Support from a Supporter Perspective," accepted to ACM Conference on Computer-Supportive Cooperative Work and Social Computing (CSCW) (BK21 Top-tier CS Conference: IF=3.0)

[2022]

• Daejin Choi, Hyuncheol Oh, Selin Chun, Taekyoung Kwon, and Jinyoung Han , "Preventing Rumor Spread with Deep Learning," Expert Systems With Applications. Vol. 197, pp. 116688, July, 2022 (SCIE, JCR 2020 IF=6.954).

• Junseo Ko, Jeewoo Yoon, Daejin Choi*, Eunil Park, Sangheon Pack, and Jinyoung Han*, "Trafficformer: A Transformer-based Traffic Predictor," In proceeding of IEEE 40th International Conference on Consumer Electronics, January, 2022.

• Dahye Jeong, Jisu Kim, Daejin Choi, and Eunil Park*, "Social networking services as new venue for public perceptions of energy issues:  the case of Paris agreement," Energy Strategy Reviews. Vol. 39, pp. 100758, January, 2022. (SCIE, JCR 2020 IF=6.425)

[2021]

• Jisu Kim, Jihwan Aum, SangEun Lee, Eunil Park*, and Daejin Choi, "FibVID: Comprehensive Fake News Diffusion Dataset during the COVID-19 Period," Telematics and Informatics. Vol. 64, pp. 101688, November, 2021. (SSCI, JCR 2020 IF=6.182)

• Taihu Li, Jeewoo Yoon, Jinyoung Han*, and Daejin Choi*, "Passing to Win: Using Characteristics of Passing Information for Match Winner Prediction", In proceeding of International Congress on Sport Sciences Research and Technology Support (icSPORTS), September, 2021.

[2020]

• Daejin Choi, Steven A. Sumner, Kristin M. Holland, John Draper, Sean Murphy, Daniel A. Bowen, Marissa Zwald, Jing Wang, Royal Law, Jordan Taylor, Chaitanya Konjeti, Munmun De Choudhury*, "Development of a Machine Learning Model Using Multiple, Heterogeneous Data Sources to Estimate Weekly US Suicide Fatalities,", JAMA Network Open, December 2020. (SCIE, JCR 2019 IF = 5.032) 

• Daeun Lee, Soyoung Park, Jiwon Kang, Daejin Choi, and Jinyoung Han*, "Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention," EMNLP Findings, November 2020. [WEB]

• Ye-eun Won, Jiwon Kang, Daejin Choi, Eunil Park, and Jinyoung Han*, "Who Drives Successful Online Conversations? Unveiling the Role of First User Response,"  Kybernetes , Vol. 49, No. 3, pp. 876-884, March 2020. (SCIE, JCR 2019 IF = 3.895)

• Eunil Park, Jiwon Kang, Daejin Choi, and Jinyoung Han*, "Understanding Customers' Hotel Revisiting Behaviour: A Sentiment Analysis of Online Feedback Reviews," Current Issues in Tourism, Vol. 23 No. 5, pp. 605-611, February 2020. (SSCI, JCR 2019 IF = 4.147)

• Daejin Choi, Selin Chun, Hyunchul Oh, Jinyoung Han*, and Ted “Taekyoung” Kwon, "Rumor Propagation is Amplified by Echo Chambers in Social Media," Scientific Reports 10, 310 (2020), January 2020. (SCIE, JCR 2019 IF = 3.998) [DATASET]