{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T13:51:25Z","timestamp":1762005085895,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":51,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T00:00:00Z","timestamp":1557705600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,5,13]]},"DOI":"10.1145\/3308558.3313478","type":"proceedings-article","created":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T12:17:59Z","timestamp":1557749879000},"page":"2247-2257","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Spectrum-enhanced Pairwise Learning to Rank"],"prefix":"10.1145","author":[{"given":"Wenhui","family":"Yu","sequence":"first","affiliation":[{"name":"Tsinghua University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zheng","family":"Qin","sequence":"additional","affiliation":[{"name":"Tsinghua University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,5,13]]},"reference":[{"volume-title":"KDDCup.","author":"Bennett James","key":"e_1_3_2_1_1_1","unstructured":"James Bennett and Stan Lanning . 2007. The netflix prize . In KDDCup. New York, NY, USA , 35. James Bennett and Stan Lanning. 2007. The netflix prize. In KDDCup. New York, NY, USA, 35."},{"key":"e_1_3_2_1_2_1","unstructured":"Rianne Van Den Berg Thomas N. Kipf and Max Welling. 2017. Graph Convolutional Matrix Completion. Computing Research Repository - CoRR(2017).  Rianne Van Den Berg Thomas N. Kipf and Max Welling. 2017. Graph Convolutional Matrix Completion. Computing Research Repository - CoRR(2017)."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(96)00142-2"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.57"},{"key":"e_1_3_2_1_5_1","volume-title":"Ming Feng Tsai, Dawen Li, Hang Liang, Minshu Zhan, and Daniel P. W. Ellis.","author":"Cao Zhe","year":"2015","unstructured":"Zhe Cao , Tao Qin , Tie Yan Liu , Ming Feng Tsai, Dawen Li, Hang Liang, Minshu Zhan, and Daniel P. W. Ellis. 2015 . Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks. In International Society for Music Information Retrieval(ISMIR '15). 129-136. Zhe Cao, Tao Qin, Tie Yan Liu, Ming Feng Tsai, Dawen Li, Hang Liang, Minshu Zhan, and Daniel P. W. Ellis. 2015. Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks. In International Society for Music Information Retrieval(ISMIR '15). 129-136."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273513"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080797"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2964291"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080776"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3184558.3186905"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186064"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/138859.138867"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479888151111"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.5555\/3015812.3015834"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080777"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/3304889.3304969"},{"key":"e_1_3_2_1_17_1","volume-title":"Yu Gang Jiang, and Tat Seng Chua","author":"He Xiangnan","year":"2018","unstructured":"Xiangnan He , Zhenkui He , Jingkuan Song , Zhenguang Liu , Yu Gang Jiang, and Tat Seng Chua . 2018 . NAIS : Neural Attentive Item Similarity Model for Recommendation. IEEE Transactions on Knowledge & Data Engineering ( 2018), 1-1. Xiangnan He, Zhenkui He, Jingkuan Song, Zhenguang Liu, Yu Gang Jiang, and Tat Seng Chua. 2018. NAIS: Neural Attentive Item Similarity Model for Recommendation. IEEE Transactions on Knowledge & Data Engineering (2018), 1-1."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2911489"},{"key":"e_1_3_2_1_20_1","first-page":"349","volume-title":"2016 IEEE 32nd International Conference on Data Engineering(ICDE '16)","author":"Hwang W.","unstructured":"W. Hwang , J. Parc , S. Kim , J. Lee , and D. Lee . 2016. \u201cTold you i didn't like it\u201d: Exploiting uninteresting items for effective collaborative filtering . In 2016 IEEE 32nd International Conference on Data Engineering(ICDE '16) . 349 - 360 . W. Hwang, J. Parc, S. Kim, J. Lee, and D. Lee. 2016. \u201cTold you i didn't like it\u201d: Exploiting uninteresting items for effective collaborative filtering. In 2016 IEEE 32nd International Conference on Data Engineering(ICDE '16). 349-360."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864736"},{"key":"e_1_3_2_1_22_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_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3089871.3089886"},{"key":"e_1_3_2_1_24_1","volume-title":"CPLR: Collaborative Pairwise Learning to Rank for Personalized Recommendation. Knowledge-Based Systems(2018).","author":"Liu Hongzhi","year":"2018","unstructured":"Hongzhi Liu , Zhonghai Wu , and Xing Zhang . 2018 . CPLR: Collaborative Pairwise Learning to Rank for Personalized Recommendation. Knowledge-Based Systems(2018). Hongzhi Liu, Zhonghai Wu, and Xing Zhang. 2018. CPLR: Collaborative Pairwise Learning to Rank for Personalized Recommendation. Knowledge-Based Systems(2018)."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","unstructured":"Juntao Liu Caihua Wu Yi Xiong and Wenyu Liu. 2014. List-wise probabilistic matrix factorization for recommendation. Information Sciences(2014) 434-447.  Juntao Liu Caihua Wu Yi Xiong and Wenyu Liu. 2014. List-wise probabilistic matrix factorization for recommendation. Information Sciences(2014) 434-447.","DOI":"10.1016\/j.ins.2014.03.063"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507163"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"e_1_3_2_1_28_1","volume-title":"The Emerging Field of Signal Processing on Graphs","author":"Sunil K","year":"2013","unstructured":"Narang, K Sunil , Ortega, Antonio, Vandergheynst, and Pierre. 2013. The Emerging Field of Signal Processing on Graphs . IEEE Signal Processing Magazine( 2013 ), 83-98. Narang, K Sunil, Ortega, Antonio, Vandergheynst, and Pierre. 2013. The Emerging Field of Signal Processing on Graphs. IEEE Signal Processing Magazine(2013), 83-98."},{"key":"e_1_3_2_1_29_1","first-page":"849","volume-title":"Annual Conference on Neural Information Processing Systems(NIPS '02)","author":"Ng Andrew Y","year":"2002","unstructured":"Andrew Y Ng , Michael I Jordan , and Yair Weiss . 2002 . On spectral clustering: Analysis and an algorithm . In Annual Conference on Neural Information Processing Systems(NIPS '02) . 849 - 856 . Andrew Y Ng, Michael I Jordan, and Yair Weiss. 2002. On spectral clustering: Analysis and an algorithm. In Annual Conference on Neural Information Processing Systems(NIPS '02). 849-856."},{"key":"e_1_3_2_1_30_1","first-page":"2691","volume-title":"International Joint Conference on Artificial Intelligence(IJCAI '13)","author":"Pan Weike","year":"2013","unstructured":"Weike Pan and Li Chen . 2013 . GBPR: group preference based Bayesian personalized ranking for one-class collaborative filtering . In International Joint Conference on Artificial Intelligence(IJCAI '13) . 2691 - 2697 . Weike Pan and Li Chen. 2013. GBPR: group preference based Bayesian personalized ranking for one-class collaborative filtering. In International Joint Conference on Artificial Intelligence(IJCAI '13). 2691-2697."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2014.09.013"},{"key":"e_1_3_2_1_32_1","unstructured":"Johan Paratte and Lionel Martin. 2016. Fast Eigenspace Approximation using Random Signals. Computing Research Repository - CoRR(2016).  Johan Paratte and Lionel Martin. 2016. Fast Eigenspace Approximation using Random Signals. Computing Research Repository - CoRR(2016)."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2600428.2609549"},{"key":"e_1_3_2_1_34_1","first-page":"2107","volume-title":"Collaborative Filtering with Graph Information: Consistency and Scalable Methods. In Annual Conference on Neural Information Processing Systems(NIPS '15)","author":"Rao Nikhil","year":"2015","unstructured":"Nikhil Rao , Hsiang-Fu Yu , Pradeep K Ravikumar , and Inderjit S Dhillon . 2015 . Collaborative Filtering with Graph Information: Consistency and Scalable Methods. In Annual Conference on Neural Information Processing Systems(NIPS '15) . 2107 - 2115 . Nikhil Rao, Hsiang-Fu Yu, Pradeep K Ravikumar, and Inderjit S Dhillon. 2015. Collaborative Filtering with Graph Information: Consistency and Scalable Methods. In Annual Conference on Neural Information Processing Systems(NIPS '15). 2107-2115."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.127"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556195.2556248"},{"key":"e_1_3_2_1_37_1","first-page":"452","volume-title":"Conference on Uncertainty in Artificial Intelligence(UAI '09)","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 Conference on Uncertainty in Artificial Intelligence(UAI '09) . 452 - 461 . Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009. BPR: Bayesian personalized ranking from implicit feedback. In Conference on Uncertainty in Artificial Intelligence(UAI '09). 452-461."},{"key":"e_1_3_2_1_38_1","first-page":"1257","volume-title":"Probabilistic Matrix Factorization. In Annual Conference on Neural Information Processing Systems(NIPS '07)","author":"Salakhutdinov Ruslan","year":"2007","unstructured":"Ruslan Salakhutdinov and Andriy Mnih . 2007 . Probabilistic Matrix Factorization. In Annual Conference on Neural Information Processing Systems(NIPS '07) . 1257 - 1264 . Ruslan Salakhutdinov and Andriy Mnih. 2007. Probabilistic Matrix Factorization. In Annual Conference on Neural Information Processing Systems(NIPS '07). 1257-1264."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"crossref","unstructured":"M. Sharir. 1981. A strong-connectivity algorithm and its applications in data flow analysis. Computers & Mathematics with Applications(1981) 67-72.  M. Sharir. 1981. A strong-connectivity algorithm and its applications in data flow analysis. Computers & Mathematics with Applications(1981) 67-72.","DOI":"10.1016\/0898-1221(81)90008-0"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.5555\/2887007.2887048"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10458-007-9021-x"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2009962"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186146"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2484028.2484030"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2911502"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/2484028.2484126"},{"key":"e_1_3_2_1_48_1","first-page":"3945","volume-title":"International Joint Conference on Artificial Intelligence(IJCAI '16)","author":"Zhao Lili","year":"2016","unstructured":"Lili Zhao , Zhongqi Lu , Sinno Jialin Pan , and Qiang Yang . 2016 . Matrix Factorization+ for Movie Recommendation . In International Joint Conference on Artificial Intelligence(IJCAI '16) . 3945 - 3951 . Lili Zhao, Zhongqi Lu, Sinno Jialin Pan, and Qiang Yang. 2016. Matrix Factorization+ for Movie Recommendation. In International Joint Conference on Artificial Intelligence(IJCAI '16). 3945-3951."},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661829.2661998"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240343"},{"key":"e_1_3_2_1_51_1","first-page":"1601","volume-title":"Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems(NIPS '06)","author":"Zhou Dengyong","year":"2006","unstructured":"Dengyong Zhou , Jiayuan Huang , and Bernhard Sch\u00f6lkopf . 2006 . Learning with Hypergraphs: Clustering, Classification, and Embedding . In Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems(NIPS '06) . 1601 - 1608 . Dengyong Zhou, Jiayuan Huang, and Bernhard Sch\u00f6lkopf. 2006. Learning with Hypergraphs: Clustering, Classification, and Embedding. In Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems(NIPS '06). 1601-1608."}],"event":{"name":"WWW '19: The Web Conference","sponsor":["IW3C2 International World Wide Web Conference Committee"],"location":"San Francisco CA USA","acronym":"WWW '19"},"container-title":["The World Wide Web Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3308558.3313478","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3308558.3313478","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:02:18Z","timestamp":1750208538000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3308558.3313478"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,13]]},"references-count":51,"alternative-id":["10.1145\/3308558.3313478","10.1145\/3308558"],"URL":"https:\/\/doi.org\/10.1145\/3308558.3313478","relation":{},"subject":[],"published":{"date-parts":[[2019,5,13]]},"assertion":[{"value":"2019-05-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}