Zobrazeno 1 - 10
of 19
pro vyhledávání: '"Dugang Liu"'
Publikováno v:
IEEE Access, Vol 6, Pp 36420-36427 (2018)
Social recommender is an active research area. Most previous social recommenders adopt existing social networks to augment recommendations which are based on user preferences. In this contribution, we propose to simultaneously infer the social influe
Externí odkaz:
https://doaj.org/article/3ffeeba4e487433da2e214b1754bc993
Autor:
Dugang Liu, Pengxiang Cheng, Zinan Lin, Xiaolian Zhang, Zhenhua Dong, Rui Zhang, Xiuqiang He, Weike Pan, Zhong Ming
Publikováno v:
ACM Transactions on Information Systems. 41:1-26
Debiased recommendation with a randomized dataset has shown very promising results in mitigating the system-induced biases. However, it still lacks more theoretical insights or an ideal optimization objective function compared with the other more wel
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ba382bb6bc8d5e5e829859108d22b1c9
https://doi.org/10.1145/3582002
https://doi.org/10.1145/3582002
Publikováno v:
ACM Transactions on Recommender Systems. 1:1-27
How to effectively mitigate the bias of feedback in recommender systems is an important research topic. In this article, we first describe the generation process of the biased and unbiased feedback in recommender systems via two respective causal dia
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bea3a7a5935309519fd334bdcc44578c
https://doi.org/10.1145/3568030
https://doi.org/10.1145/3568030
Autor:
Dugang Liu, Pengxiang Cheng, Hong Zhu, Xing Tang, Yanyu Chen, Xiaoting Wang, Weike Pan, Zhong Ming, Xiuqiang He
Publikováno v:
Proceedings of the ACM Web Conference 2023.
Tabular data is one of the most common data storage formats behind many real-world web applications such as retail, banking, and e-commerce. The success of these web applications largely depends on the ability of the employed machine learning model t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::899a672c175ebb2cc570944d9d495d86
https://doi.org/10.1145/3543507.3583382
https://doi.org/10.1145/3543507.3583382
Click-through prediction (CTR) models transform features into latent vectors and enumerate possible feature interactions to improve performance based on the input feature set. Therefore, when selecting an optimal feature set, we should consider the i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::53c6b37fc3cea19567f35b2a3f6332bc
http://arxiv.org/abs/2301.10909
http://arxiv.org/abs/2301.10909
Publikováno v:
Database Systems for Advanced Applications ISBN: 9783031306778
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::444eeb512649aa1ff7be8b75f9ef2ca8
https://doi.org/10.1007/978-3-031-30678-5_44
https://doi.org/10.1007/978-3-031-30678-5_44
Publikováno v:
2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::daa59981ad9e431f5bb6a0488b2ab12b
https://doi.org/10.1109/dsaa54385.2022.10032423
https://doi.org/10.1109/dsaa54385.2022.10032423
Autor:
Dugang Liu, Mingkai He, Jinwei Luo, Jiangxu Lin, Meng Wang, Xiaolian Zhang, Weike Pan, Zhong Ming
Publikováno v:
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::12a913de42fbbeb6b7d7c3b4b4cfd23d
https://doi.org/10.1145/3534678.3539458
https://doi.org/10.1145/3534678.3539458
Publikováno v:
2022 International Joint Conference on Neural Networks (IJCNN).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::21ef4157767aea0f485f3e16ec96a814
https://doi.org/10.1109/ijcnn55064.2022.9891935
https://doi.org/10.1109/ijcnn55064.2022.9891935
Publikováno v:
RecSys
In a recommender system, a user’s interaction is often biased by the items’ displaying positions and popularity, as well as the user’s self-selection. Most existing recommendation models are built using such a biased user-system interaction dat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4f723c89083cd561e921028e3be31243
https://doi.org/10.1145/3460231.3478860
https://doi.org/10.1145/3460231.3478860