{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T03:17:47Z","timestamp":1782789467329,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T00:00:00Z","timestamp":1597881600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,8,23]]},"DOI":"10.1145\/3394486.3403264","type":"proceedings-article","created":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T23:04:00Z","timestamp":1597964640000},"page":"2136-2144","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":43,"title":["Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation"],"prefix":"10.1145","author":[{"given":"Wenhui","family":"Yu","sequence":"first","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiao","family":"Lin","sequence":"additional","affiliation":[{"name":"Alibaba Group, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junfeng","family":"Ge","sequence":"additional","affiliation":[{"name":"Alibaba Group, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenwu","family":"Ou","sequence":"additional","affiliation":[{"name":"Alibaba Group, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zheng","family":"Qin","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2020,8,20]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Jordan","author":"Cao Zhangjie","year":"2018","unstructured":"Zhangjie Cao , Mingsheng Long , Jianmin Wang , and Michael I . Jordan . 2018 . Partial Transfer Learning With Selective Adversarial Networks. In CVPR. 2724--2732. Zhangjie Cao, Mingsheng Long, Jianmin Wang, and Michael I. Jordan. 2018. Partial Transfer Learning With Selective Adversarial Networks. In CVPR. 2724--2732."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"Chong Chen Min Zhang Yiqun Liu and Shaoping Ma. 2018. Neural Attentional Rating Regression with Review-level Explanations. In WWW. 1583--1592. Chong Chen Min Zhang Yiqun Liu and Shaoping Ma. 2018. Neural Attentional Rating Regression with Review-level Explanations. In WWW. 1583--1592.","DOI":"10.1145\/3178876.3186070"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Xu Chen Yongfeng Zhang Qingyao Ai Hongteng Xu Junchi Yan and Zheng Qin. 2017. Personalized Key Frame Recommendation. In SIGIR. 315--324. Xu Chen Yongfeng Zhang Qingyao Ai Hongteng Xu Junchi Yan and Zheng Qin. 2017. Personalized Key Frame Recommendation. In SIGIR. 315--324.","DOI":"10.1145\/3077136.3080776"},{"key":"e_1_3_2_1_4_1","unstructured":"Yaroslav Ganin and Victor Lempitsky. 2015. Unsupervised Domain Adaptation by Back propagation. In ICML. 1180--1189. Yaroslav Ganin and Victor Lempitsky. 2015. Unsupervised Domain Adaptation by Back propagation. In ICML. 1180--1189."},{"key":"e_1_3_2_1_5_1","volume-title":"The Journal of Machine Learning Research(2016)","author":"Ganin Yaroslav","year":"2016","unstructured":"Yaroslav Ganin , Evgeniya Ustinova , Hana Ajakan , Pascal Germain , Hugo Larochelle , Fran\u00e7ois Laviolette , Mario Marchand , and Victor Lempitsky . 2016 . Domain-Adversarial Training of Neural Networks . The Journal of Machine Learning Research(2016) , 2096--2030. Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan, Pascal Germain, Hugo Larochelle, Fran\u00e7ois Laviolette, Mario Marchand, and Victor Lempitsky. 2016. Domain-Adversarial Training of Neural Networks. The Journal of Machine Learning Research(2016), 2096--2030."},{"key":"e_1_3_2_1_6_1","unstructured":"Zeno Gantner Lucas Drumond Christoph Freudenthaler and Lars Schmidt-Thieme. 2011. Bayesian personalized ranking for non-uniformly sampled items. In KDDCup. Zeno Gantner Lucas Drumond Christoph Freudenthaler and Lars Schmidt-Thieme. 2011. Bayesian personalized ranking for non-uniformly sampled items. In KDDCup."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"David Goldberg. 1992. Using collaborative filtering to weave an information tapestry. Communications of the Acm(1992) 61--70. David Goldberg. 1992. Using collaborative filtering to weave an information tapestry. Communications of the Acm(1992) 61--70.","DOI":"10.1145\/138859.138867"},{"key":"e_1_3_2_1_8_1","unstructured":"Xiangnan He Lizi Liao Hanwang Zhang Liqiang Nie Xia Hu and Tat-Seng Chua. 2017. Neural Collaborative Filtering. In WWW. 173--182. Xiangnan He Lizi Liao Hanwang Zhang Liqiang Nie Xia Hu and Tat-Seng Chua. 2017. Neural Collaborative Filtering. In WWW. 173--182."},{"key":"e_1_3_2_1_9_1","unstructured":"Guangneng Hu Yu Zhang and Qiang Yang. 2018. CoNet: Collaborative Cross Networks for Cross-Domain Recommendation. In CIKM. 667--676. Guangneng Hu Yu Zhang and Qiang Yang. 2018. CoNet: Collaborative Cross Networks for Cross-Domain Recommendation. In CIKM. 667--676."},{"key":"e_1_3_2_1_10_1","unstructured":"Guangneng Hu Yu Zhang and Qiang Yang. 2019. Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text. In WWW. 2822--2829. Guangneng Hu Yu Zhang and Qiang Yang. 2019. Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text. In WWW. 2822--2829."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"Heishiro Kanagawa Hayato Kobayashi Nobuyuki Shimizu Yukihiro Tagami and Taiji Suzuki. 2018. Cross-domain Recommendation via Deep Domain Adaptation. CoRR(2018). Heishiro Kanagawa Hayato Kobayashi Nobuyuki Shimizu Yukihiro Tagami and Taiji Suzuki. 2018. Cross-domain Recommendation via Deep Domain Adaptation. CoRR(2018).","DOI":"10.1007\/978-3-030-15719-7_3"},{"key":"e_1_3_2_1_12_1","volume-title":"Kingma and Jimmy Ba","author":"Diederik","year":"2015","unstructured":"Diederik P. Kingma and Jimmy Ba . 2015 . Adam : A Method for Stochastic Optimization. In ICLR. Diederik P. Kingma and Jimmy Ba. 2015. Adam: A Method for Stochastic Optimization. In ICLR."},{"key":"e_1_3_2_1_13_1","unstructured":"Yehuda Koren. 2009. The bellkor solution to the netflix grand prize. Netflix prize documentation(2009) 1--10. Yehuda Koren. 2009. The bellkor solution to the netflix grand prize. Netflix prize documentation(2009) 1--10."},{"key":"e_1_3_2_1_14_1","unstructured":"Bin Li Qiang Yang and Xiangyang Xue. 2009. Can Movies and Books Collaborate?: Cross-domain Collaborative Filtering for Sparsity Reduction. In IJCAI. 2052--2057. Bin Li Qiang Yang and Xiangyang Xue. 2009. Can Movies and Books Collaborate?: Cross-domain Collaborative Filtering for Sparsity Reduction. In IJCAI. 2052--2057."},{"key":"e_1_3_2_1_15_1","volume-title":"Jordan","author":"Long Mingsheng","year":"2015","unstructured":"Mingsheng Long , Yue Cao , Jianmin Wang , and Michael I . Jordan . 2015 . Learning Transferable Features with Deep Adaptation Networks. In ICML. 97--105. Mingsheng Long, Yue Cao, Jianmin Wang, and Michael I. Jordan. 2015. Learning Transferable Features with Deep Adaptation Networks. In ICML. 97--105."},{"key":"e_1_3_2_1_16_1","volume-title":"Qiang Yang, Lili Zhao, and Erheng Zhong.","author":"Lu Zhongqi","year":"2013","unstructured":"Zhongqi Lu , Weike Pan , Evan Wei Xiang , Qiang Yang, Lili Zhao, and Erheng Zhong. 2013 . Selective Transfer Learning for Cross Domain Recommendation. In SDM. 641--649. Zhongqi Lu, Weike Pan, Evan Wei Xiang, Qiang Yang, Lili Zhao, and Erheng Zhong. 2013. Selective Transfer Learning for Cross Domain Recommendation. In SDM. 641--649."},{"key":"e_1_3_2_1_17_1","unstructured":"Tomas Mikolov Ilya Sutskever Kai Chen Greg Corrado and Jeffrey Dean. 2013. Distributed Representations of Words and Phrases and Their Compositionality. In NIPS. 3111--3119. Tomas Mikolov Ilya Sutskever Kai Chen Greg Corrado and Jeffrey Dean. 2013. Distributed Representations of Words and Phrases and Their Compositionality. In NIPS. 3111--3119."},{"key":"e_1_3_2_1_18_1","unstructured":"Weike Pan and Li Chen. 2013. GBPR: group preference based Bayesian personalized ranking for one-class collaborative filtering. In IJCAI. 2691--2697. Weike Pan and Li Chen. 2013. GBPR: group preference based Bayesian personalized ranking for one-class collaborative filtering. In IJCAI. 2691--2697."},{"key":"e_1_3_2_1_19_1","volume-title":"Nathan Nan Liu, and Qiang Yang.","author":"Pan Weike","year":"2010","unstructured":"Weike Pan , Evan Wei Xiang , Nathan Nan Liu, and Qiang Yang. 2010 . Transfer Learning in Collaborative Filtering for Sparsity Reduction. In AAAI. Weike Pan, Evan Wei Xiang, Nathan Nan Liu, and Qiang Yang. 2010. Transfer Learning in Collaborative Filtering for Sparsity Reduction. In AAAI."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"S. Rendle. 2010. Factorization Machines. In ICDM. 995--1000. S. Rendle. 2010. Factorization Machines. In ICDM. 995--1000.","DOI":"10.1109\/ICDM.2010.127"},{"key":"e_1_3_2_1_21_1","volume-title":"BPR: Bayesian personalized ranking from implicit feedback. In UAI. 452--461.","author":"Rendle Steffen","year":"2009","unstructured":"Steffen Rendle , Christoph Freudenthaler , Zeno Gantner , and Lars Schmidt-Thieme . 2009 . BPR: Bayesian personalized ranking from implicit feedback. In UAI. 452--461. Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009. BPR: Bayesian personalized ranking from implicit feedback. In UAI. 452--461."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"Badrul Sarwar George Karypis Joseph Konstan and John Riedl. 2001. Item-based Collaborative Filtering Recommendation Algorithms. In WWW. 285--295. Badrul Sarwar George Karypis Joseph Konstan and John Riedl. 2001. Item-based Collaborative Filtering Recommendation Algorithms. In WWW. 285--295.","DOI":"10.1145\/371920.372071"},{"key":"e_1_3_2_1_23_1","unstructured":"Cheng Wang Mathias Niepert and Hui Li. 2019. RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems. CoRR(2019). Cheng Wang Mathias Niepert and Hui Li. 2019. RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems. CoRR(2019)."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"crossref","unstructured":"Xiang Wang Xiangnan He Meng Wang Fuli Feng and Tat-Seng Chua. 2019. Neural Graph Collaborative Filtering. In SIGIR. Xiang Wang Xiangnan He Meng Wang Fuli Feng and Tat-Seng Chua. 2019. Neural Graph Collaborative Filtering. In SIGIR.","DOI":"10.1145\/3331184.3331267"},{"key":"e_1_3_2_1_25_1","unstructured":"Wenhui Yu and Zheng Qin. 2019. Spectrum-enhanced Pairwise Learning to Rank. In WWW. 2247--2257. Wenhui Yu and Zheng Qin. 2019. Spectrum-enhanced Pairwise Learning to Rank. In WWW. 2247--2257."},{"key":"e_1_3_2_1_26_1","unstructured":"Wenhui Yu and Zheng Qin. 2020. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters. In ICML. Wenhui Yu and Zheng Qin. 2020. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters. In ICML."},{"key":"e_1_3_2_1_27_1","unstructured":"Wenhui Yu and Zheng Qin. 2020. Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning. In SIGIR. Wenhui Yu and Zheng Qin. 2020. Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning. In SIGIR."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","unstructured":"Wenhui Yu Huidi Zhang Xiangnan He Xu Chen Li Xiong and Zheng Qin. 2018. Aesthetic-based Clothing Recommendation. In WWW. 649--658. Wenhui Yu Huidi Zhang Xiangnan He Xu Chen Li Xiong and Zheng Qin. 2018. Aesthetic-based Clothing Recommendation. In WWW. 649--658.","DOI":"10.1145\/3178876.3186146"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"crossref","unstructured":"Feng Yuan Lina Yao and Boualem Benatallah. 2019. DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns. In IJCAI. 4227--4233. Feng Yuan Lina Yao and Boualem Benatallah. 2019. DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns. In IJCAI. 4227--4233.","DOI":"10.24963\/ijcai.2019\/587"},{"key":"e_1_3_2_1_30_1","volume-title":"Yu","author":"Zheng Lei","year":"2017","unstructured":"Lei Zheng , Vahid Noroozi , and Philip S . Yu . 2017 . Joint Deep Modeling of Users and Items Using Reviews for Recommendation. In WSDM. 425--434. Lei Zheng, Vahid Noroozi, and Philip S. Yu. 2017. Joint Deep Modeling of Users and Items Using Reviews for Recommendation. In WSDM. 425--434."}],"event":{"name":"KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Virtual Event CA USA","acronym":"KDD '20","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 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403264","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394486.3403264","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:01:47Z","timestamp":1750197707000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403264"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,20]]},"references-count":30,"alternative-id":["10.1145\/3394486.3403264","10.1145\/3394486"],"URL":"https:\/\/doi.org\/10.1145\/3394486.3403264","relation":{},"subject":[],"published":{"date-parts":[[2020,8,20]]},"assertion":[{"value":"2020-08-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}