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A Novel Traffic Flow Prediction Model based on a Direct Spatio-Temporal Graph Go to Link open access

Son, Jiwon; Seo, Dong-Hyuk; Song, Junho; Han, Kyungsik; Kim, Namhyuk; Kim, Sang-Wook

ArticleIssue Date2025CitationProceedings of the ACM Symposium on Applied Computing, pp 415 - 424PublisherAssociation for Computing Machinery

SCOPUS

CATER: A Cluster-Based Alternative-Term Recommendation Framework for Large-Scale Web Search at NAVER Go to Link open access

Son, Jiwon; Kim, Jaeyoon; Kim, Taekin; Lee, Yeon-chang; Kim, Sang-Wook

ArticleIssue Date2025CitationProceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v.1, pp 2548 - 2559PublisherAssociation for Computing Machinery

SCOPUS

Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning

Seo, Dong-Hyuk; Son, Jiwon; Kim, Namhyuk; Shin, Won-Yong; Kim, Sang-Wook

ArticleIssue Date2024CitationInternational Conference on Information and Knowledge Management, Proceedings, pp 4031 - 4035

SCIESCOPUS

Exploiting uninteresting items for effective graph-based one-class collaborative filtering Go to Link

Lee, Yeon-Chang; Son, Jiwon; Kim, Taeho; Park, Daeyoung; Kim, Sang-Wook

ArticleIssue Date2021CitationJOURNAL OF SUPERCOMPUTING, v.77, no.7, pp.6832 - 6851PublisherSPRINGER

SCOPUS

Graph-theoretic one-class collaborative filtering using signed random walk with restart Go to Link

Lee, Yeon-Chang; Park, Daeyoung; Son, Jiwon; Kim, Taeho; Kim, Sang-Wook

ArticleIssue Date2020CitationProceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020, pp.98 - 101PublisherInstitute of Electrical and Electronics Engineers Inc.

SCOPUS

Rating-Aware Homogeneous Review Graphs and User Likes/Dislikes Differentiation for Effective Recommendations Go to Link open access

Son, Jiwon; Kim, Hyunjoon; Kim, Sang-Wook

ArticleIssue Date2025CitationSIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp 2070 - 2080PublisherAssociation for Computing Machinery, Inc

SCOPUS

Retracing and Restoring: Chronological Context Preservation for Effective Dynamic Recommendation Go to Link

Kim, Min-Jeong; Son, Jiwon; Lee, Yeon-Chang; Kim, Sang-Wook

ArticleIssue Date2026CitationWWW 2026 - Proceedings of the ACM Web Conference 2026, pp 6377 - 6388PublisherAssociation for Computing Machinery

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Browsing by Son, JiwonAuthor

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