Recommendation Model and Experience
Our recent work in this area includes development of a social recommendation mechanism, an advanced sequential recommendation mechanism, a course recommendation mechanism for university students, a travel recommendation for older adults, and a location-based social search app.
References
Anyu Cai, Shin’ichi Konomi (2021) DemiRec: Dynamic Evolutionary Multi-Interest Network for Sequential Recommendation. IEICE SIG DE / IPSJ SIG DBS Technical Report. [Student Encouragement Award]
Xiangyuan Hu, Shin’ichi Konomi (2021) QFami: An Integrated Environment for Recommending Answerers on Campus. HCII 2021.
Boxuan Ma, Min Lu, Yuta Taniguchi, Shin’ichi Konomi (2021) CourseQ: The Impact of Visual and Interactive Course Recommendation in University Environments. Research and Practice in Technology Enhanced Learning, 16, Article number: 18.
Boxuan Ma, Yuta Taniguchi, Shin’ichi Konomi (2020). Course Recommendation for University Environment. Proceedings of the 13th International Conference on Educational Data Mining (EDM 2020).
Yuhong Lu, Yuta Taniguchi, Shin’ichi Konomi (2021) Generating Travel Recommendations for Older Adults Based on Their Social Media Activities. Proceedings of the 13th International Conference on Cross-Cultural Design (CCD 2021).
Shin’ichi Konomi, Xiangyuan Hu, Yu Chen, Tianyuan Yang, Baofeng Ren, Chengzuo Yao (2023). Leveraging Living Trust Networks for Socially-aware Recommendations. Proceedings of the 15th International Conference on Cross-Cultural Design (CCD 2023), Held as Part of HCI International 2023, Copenhagen, July, 2023. Lecture Notes in Computer Science, Springer, Berlin/Heidelberg, July 2023.
Tianyuan Yang, Tianjia He, Chenghao Gu, Shin’ichi Konomi. TRASRec: A Triad-Aware Social Recommender System. Proceedings of the 2023 International Conference on Data, Information and Computing Science (CDICS 2023), Singapore, December 8-10, 2023.