MERIT: A Merchant Incentive Ranking Model for Hotel Search & Ranking

Author:

Quan Shigang1ORCID,Tan Hailong2ORCID,Liu Shui2ORCID,Zheng Zhenzhe1ORCID,Zhu Ruihao3ORCID,Li Liangyue2ORCID,Lu Quan2ORCID,Wu Fan1ORCID

Affiliation:

1. Shanghai Jiao Tong University, Shanghai, China

2. Alibaba Group, Hangzhou, China

3. Cornell University, Ithaca, NY, USA

Funder

National Key R&D Program of China No. 2020YFB1707900; China NSF grant No. 62132018, U2268204, 62272307?61902248, 61972254, 61972252, 62025204, 62072303; Shanghai Science and Technology fund 20PJ1407900; Alibaba Group through Alibaba Innovative Research Program; Tencent Rhino Bird Key Research Project

Publisher

ACM

Reference43 articles.

1. Application of the Back Propagation Neural Network Algorithm with Monotonicity Constraints for Two-Group Classification Problems

2. ITEM2VEC: Neural item embedding for collaborative filtering

3. K. Canini , A. Cotter , M. R. Gupta , M. Milani Fard , and J. Pfeifer . 2016. Fast and Flexible Monotonic Functions with Ensembles of Lattices . In Proceedings of the 30th International Conference on Neural Information Processing Systems (NIPS'16) . 2927--2935. K. Canini, A. Cotter, M. R. Gupta, M. Milani Fard, and J. Pfeifer. 2016. Fast and Flexible Monotonic Functions with Ensembles of Lattices. In Proceedings of the 30th International Conference on Neural Information Processing Systems (NIPS'16). 2927--2935.

4. Rich Caruana . 1997. Multitask learning. Machine learning 28, 1 ( 1997 ), 41--75. Rich Caruana. 1997. Multitask learning. Machine learning 28, 1 (1997), 41--75.

5. Jiawei Chen , Hande Dong , Xiang Wang , Fuli Feng , Meng Wang , and Xiangnan He. 2020. Bias and debias in recommender system: A survey and future directions. arXiv preprint arXiv:2010.03240 ( 2020 ). Jiawei Chen, Hande Dong, Xiang Wang, Fuli Feng, Meng Wang, and Xiangnan He. 2020. Bias and debias in recommender system: A survey and future directions. arXiv preprint arXiv:2010.03240 (2020).

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