{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T14:04:10Z","timestamp":1787321050900,"version":"build-2736575974"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,8,14]],"date-time":"2022-08-14T00:00:00Z","timestamp":1660435200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62072423"],"award-info":[{"award-number":["62072423"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,8,14]]},"DOI":"10.1145\/3534678.3539201","type":"proceedings-article","created":{"date-parts":[[2022,8,12]],"date-time":"2022-08-12T15:06:12Z","timestamp":1660316772000},"page":"4592-4600","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":24,"title":["DDR: Dialogue Based Doctor Recommendation for Online Medical Service"],"prefix":"10.1145","author":[{"given":"Zhi","family":"Zheng","sequence":"first","affiliation":[{"name":"School of Data Science, University of Science and Technology of China & Tencent Jarvis Lab, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhaopeng","family":"Qiu","sequence":"additional","affiliation":[{"name":"Tencent Jarvis Lab, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hui","family":"Xiong","sequence":"additional","affiliation":[{"name":"HKUST Shenzhen-Hong Kong Collaborative Innovation Research Institute & AIT, HKUST (GZ), Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xian","family":"Wu","sequence":"additional","affiliation":[{"name":"Tencent Jarvis Lab, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tong","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Data Science, University of Science and Technology of China, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Enhong","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Data Science, University of Science and Technology of China, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiangyu","family":"Zhao","sequence":"additional","affiliation":[{"name":"City University of Hong Kong, Hong Kong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,8,14]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Jamie Ryan Kiros, and Geoffrey E. Hinton","author":"Ba Lei Jimmy","year":"2016","unstructured":"Lei Jimmy Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton. 2016. Layer Normalization. CoRR abs\/1607.06450 (2016)."},{"key":"e_1_3_2_2_2_1","volume-title":"International conference on machine learning. PMLR, 1597--1607","author":"Chen Ting","year":"2020","unstructured":"Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597--1607."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098202"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"crossref","unstructured":"Heng-Tze Cheng Levent Koc Jeremiah Harmsen Tal Shaked Tushar Chandra Hrishi Aradhye Glen Anderson Greg Corrado Wei Chai Mustafa Ispir Rohan Anil Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu and Hemal Shah. 2016. Wide & Deep Learning for Recommender Systems. In DLRS@RecSys. ACM 7--10.","DOI":"10.1145\/2988450.2988454"},{"key":"e_1_3_2_2_5_1","volume-title":"SSST@EMNLP","author":"Cho Kyunghyun","unstructured":"Kyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, and Yoshua Bengio. 2014. On the Properties of Neural Machine Translation: Encoder-Decoder Approaches. In SSST@EMNLP. Association for Computational Linguistics, 103--111."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"crossref","unstructured":"Yingqiang Ge Shuchang Liu Ruoyuan Gao Yikun Xian Yunqi Li Xiangyu Zhao Changhua Pei Fei Sun Junfeng Ge Wenwu Ou and Yongfeng Zhang. 2021. Towards Long-term Fairness in Recommendation. In WSDM. ACM 445--453.","DOI":"10.1145\/3437963.3441824"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"crossref","unstructured":"Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li and Xiuqiang He. 2017. DeepFM: A Factorization-Machine based Neural Network for CTR Prediction. In IJCAI. ijcai.org 1725--1731.","DOI":"10.24963\/ijcai.2017\/239"},{"key":"e_1_3_2_2_8_1","volume-title":"Deep Residual Learning for Image Recognition","author":"He Kaiming","unstructured":"Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016. Deep Residual Learning for Image Recognition. In CVPR. IEEE Computer Society, 770--778."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"e_1_3_2_2_10_1","volume-title":"Decisions@RecSys (CEUR Workshop Proceedings","author":"Kamishima Toshihiro","unstructured":"Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, and Jun Sakuma. 2012. Enhancement of the Neutrality in Recommendation. In Decisions@RecSys (CEUR Workshop Proceedings, Vol. 893). CEUR-WS.org, 8--14."},{"key":"e_1_3_2_2_11_1","volume-title":"Decisions@ RecSys (CEUR Workshop Proceedings","author":"Kamishima Toshihiro","unstructured":"Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, and Jun Sakuma. 2013. Efficiency Improvement of Neutrality-Enhanced Recommendation. In Decisions@ RecSys (CEUR Workshop Proceedings, Vol. 1050). CEUR-WS.org, 1--8."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-018-1851-2"},{"key":"e_1_3_2_2_13_1","volume-title":"A Survey on Bias and Fairness in Machine Learning. ACM Comput. Surv. 54, 6","author":"Mehrabi Ninareh","year":"2021","unstructured":"Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, and Aram Galstyan. 2021. A Survey on Bias and Fairness in Machine Learning. ACM Comput. Surv. 54, 6 (2021), 115:1--115:35."},{"key":"e_1_3_2_2_14_1","volume-title":"Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey. CoRR abs\/2105.04387","author":"Ni Jinjie","year":"2021","unstructured":"Jinjie Ni, Tom Young, Vlad Pandelea, Fuzhao Xue, Vinay Adiga, and Erik Cambria. 2021. Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey. CoRR abs\/2105.04387 (2021)."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2168752.2168771"},{"key":"e_1_3_2_2_16_1","volume-title":"Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models","author":"Serban Iulian Vlad","unstructured":"Iulian Vlad Serban, Alessandro Sordoni, Yoshua Bengio, Aaron C. Courville, and Joelle Pineau. 2016. Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models. In AAAI. AAAI Press, 3776--3784."},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"crossref","unstructured":"Weiping Song Chence Shi Zhiping Xiao Zhijian Duan Yewen Xu Ming Zhang and Jian Tang. 2019. AutoInt: Automatic Feature Interaction Learning via Self- Attentive Neural Networks. In CIKM. ACM 1161--1170.","DOI":"10.1145\/3357384.3357925"},{"key":"e_1_3_2_2_18_1","volume-title":"Jakob Grue Simonsen, and Jian-Yun Nie","author":"Sordoni Alessandro","year":"2015","unstructured":"Alessandro Sordoni, Yoshua Bengio, Hossein Vahabi, Christina Lioma, Jakob Grue Simonsen, and Jian-Yun Nie. 2015. A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion. In CIKM. ACM, 553--562."},{"key":"e_1_3_2_2_19_1","volume-title":"DRGAN: A GAN-Based Framework for Doctor Recommendation in Chinese On-Line QA Communities. In DASFAA (3) (Lecture Notes in Computer Science","author":"Tian Bing","year":"2019","unstructured":"Bing Tian, Yong Zhang, Xinhuan Chen, Chunxiao Xing, and Chao Li. 2019. DRGAN: A GAN-Based Framework for Doctor Recommendation in Chinese On-Line QA Communities. In DASFAA (3) (Lecture Notes in Computer Science, Vol. 11448). Springer, 444--447."},{"key":"e_1_3_2_2_20_1","unstructured":"Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Lukasz Kaiser and Illia Polosukhin. 2017. Attention is All you Need. In NIPS. 5998--6008."},{"key":"e_1_3_2_2_21_1","volume-title":"CoRR abs\/1910.00486","author":"Vlasov Vladimir","year":"2019","unstructured":"Vladimir Vlasov, Johannes E. M. Mosig, and Alan Nichol. 2019. Dialogue Transformers. CoRR abs\/1910.00486 (2019)."},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"crossref","unstructured":"RuiWu Zhaopeng Qiu Jiacheng Jiang Guilin Qi and XianWu. 2022. Conditional Generation Net for Medication Recommendation. In WWW. ACM 935--945.","DOI":"10.1145\/3485447.3511936"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/447"},{"key":"e_1_3_2_2_24_1","volume-title":"Beyond Parity: Fairness Objectives for Collaborative Filtering. In NIPS. 2921--2930.","author":"Yao Sirui","year":"2017","unstructured":"Sirui Yao and Bert Huang. 2017. Beyond Parity: Fairness Objectives for Collaborative Filtering. In NIPS. 2921--2930."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3285029"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3158369"},{"key":"e_1_3_2_2_27_1","volume-title":"CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction. In WWW. ACM, 2268--2276.","author":"Zheng Zhi","year":"2022","unstructured":"Zhi Zheng, Zhaopeng Qiu, Tong Xu, XianWu, Xiangyu Zhao, Enhong Chen, and Hui Xiong. 2022. CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction. In WWW. ACM, 2268--2276."},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"crossref","unstructured":"Zhi Zheng Chao Wang Tong Xu Dazhong Shen Penggang Qin Baoxing Huai Tongzhu Liu and Enhong Chen. 2021. Drug Package Recommendation via Interaction-aware Graph Induction. In WWW. ACM \/ IW3C2 1284--1295.","DOI":"10.1145\/3442381.3449962"},{"key":"e_1_3_2_2_29_1","volume-title":"DASFAA (3) (Lecture Notes in Computer Science","author":"Zhou Ding","unstructured":"Ding Zhou, Hao Liu, Tong Xu, Le Zhang, Rui Zha, and Hui Xiong. 2021. Transportation Recommendation with Fairness Consideration. In DASFAA (3) (Lecture Notes in Computer Science, Vol. 12683). Springer, 566--578."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"crossref","unstructured":"Ziwei Zhu Xia Hu and James Caverlee. 2018. Fairness-Aware Tensor-Based Recommendation. In CIKM. ACM 1153--1162.","DOI":"10.1145\/3269206.3271795"}],"event":{"name":"KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Washington DC USA","acronym":"KDD '22","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3534678.3539201","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3534678.3539201","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T14:59:58Z","timestamp":1750172398000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3534678.3539201"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,14]]},"references-count":30,"alternative-id":["10.1145\/3534678.3539201","10.1145\/3534678"],"URL":"https:\/\/doi.org\/10.1145\/3534678.3539201","relation":{},"subject":[],"published":{"date-parts":[[2022,8,14]]},"assertion":[{"value":"2022-08-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}