{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T02:14:36Z","timestamp":1780625676800,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":51,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T00:00:00Z","timestamp":1635206400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSFC","award":["61972069, 61836007, 61832017"],"award-info":[{"award-number":["61972069, 61836007, 61832017"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,10,26]]},"DOI":"10.1145\/3459637.3482284","type":"proceedings-article","created":{"date-parts":[[2021,10,30]],"date-time":"2021-10-30T18:33:14Z","timestamp":1635618794000},"page":"1734-1743","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":38,"title":["PeriodicMove"],"prefix":"10.1145","author":[{"given":"Hao","family":"Sun","sequence":"first","affiliation":[{"name":"University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Changjie","family":"Yang","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liwei","family":"Deng","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fan","family":"Zhou","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Feiteng","family":"Huang","sequence":"additional","affiliation":[{"name":"Huawei Cloud Database Innovation Lab, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kai","family":"Zheng","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2021,10,30]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1080\/07350015.1988.10509640","article-title":"Time-series modeling for statistical process control","volume":"6","author":"Alwan Layth C","year":"1988","unstructured":"Layth C Alwan and Harry V Roberts . 1988 . Time-series modeling for statistical process control . Journal of business & economic statistics , Vol. 6 , 1 (1988), 87 -- 95 . Layth C Alwan and Harry V Roberts. 1988. Time-series modeling for statistical process control. Journal of business & economic statistics, Vol. 6, 1 (1988), 87--95.","journal-title":"Journal of business & economic statistics"},{"key":"e_1_3_2_2_2_1","volume-title":"Brits: Bidirectional recurrent imputation for time series. arXiv preprint arXiv:1805.10572","author":"Cao Wei","year":"2018","unstructured":"Wei Cao , Dong Wang , Jian Li , Hao Zhou , Lei Li , and Yitan Li . 2018 . Brits: Bidirectional recurrent imputation for time series. arXiv preprint arXiv:1805.10572 (2018). Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, and Yitan Li. 2018. Brits: Bidirectional recurrent imputation for time series. arXiv preprint arXiv:1805.10572 (2018)."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-019-0206-8"},{"key":"e_1_3_2_2_4_1","volume-title":"Modeling spatial trajectories with attribute representation learning. TKDE","author":"Chen Meng","year":"2020","unstructured":"Meng Chen , Yan Zhao , Yang Liu , Xiaohui Yu , and Kai Zheng . 2020. Modeling spatial trajectories with attribute representation learning. TKDE ( 2020 ). Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, and Kai Zheng. 2020. Modeling spatial trajectories with attribute representation learning. TKDE (2020)."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.330153"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460198"},{"key":"e_1_3_2_2_7_1","volume-title":"Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach. TIST","author":"Deng Liwei","year":"2021","unstructured":"Liwei Deng , Hao Sun , Rui Sun , Yan Zhao , and Han Su. 2021. Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach. TIST ( 2021 ). Liwei Deng, Hao Sun, Rui Sun, Yan Zhao, and Han Su. 2021. Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach. TIST (2021)."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.5555\/2969442.2969488"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186058"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2181196.2181199"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01237921"},{"key":"e_1_3_2_2_13_1","volume-title":"Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907","author":"Kipf Thomas N","year":"2016","unstructured":"Thomas N Kipf and Max Welling . 2016. Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907 ( 2016 ). Thomas N Kipf and Max Welling. 2016. Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907 (2016)."},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.5555\/3045390.3045423"},{"key":"e_1_3_2_2_15_1","volume-title":"Efficient missing data imputing for traffic flow by considering temporal and spatial dependence. Transportation research part C: emerging technologies","author":"Li Li","year":"2013","unstructured":"Li Li , Yuebiao Li , and Zhiheng Li. 2013. Efficient missing data imputing for traffic flow by considering temporal and spatial dependence. Transportation research part C: emerging technologies , Vol. 34 ( 2013 ), 108--120. Li Li, Yuebiao Li, and Zhiheng Li. 2013. Efficient missing data imputing for traffic flow by considering temporal and spatial dependence. Transportation research part C: emerging technologies, Vol. 34 (2013), 108--120."},{"key":"e_1_3_2_2_16_1","unstructured":"Ruiyu Li Makarand Tapaswi Renjie Liao Jiaya Jia Raquel Urtasun and Sanja Fidler. 2017. Situation recognition with graph neural networks. In ICCV. 4173--4182. Ruiyu Li Makarand Tapaswi Renjie Liao Jiaya Jia Raquel Urtasun and Sanja Fidler. 2017. Situation recognition with graph neural networks. In ICCV. 4173--4182."},{"key":"e_1_3_2_2_17_1","volume-title":"Gated graph sequence neural networks. arXiv preprint arXiv:1511.05493","author":"Li Yujia","year":"2015","unstructured":"Yujia Li , Daniel Tarlow , Marc Brockschmidt , and Richard Zemel . 2015. Gated graph sequence neural networks. arXiv preprint arXiv:1511.05493 ( 2015 ). Yujia Li, Daniel Tarlow, Marc Brockschmidt, and Richard Zemel. 2015. Gated graph sequence neural networks. arXiv preprint arXiv:1511.05493 (2015)."},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.5555\/3304222.3304354"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/3015812.3015841"},{"key":"e_1_3_2_2_20_1","unstructured":"Ilya Loshchilov and Frank Hutter. 2018. Fixing weight decay regularization in adam. (2018). Ilya Loshchilov and Frank Hutter. 2018. Fixing weight decay regularization in adam. (2018)."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.5555\/3326943.3327090"},{"key":"e_1_3_2_2_22_1","volume-title":"The more you know: Using knowledge graphs for image classification. arXiv preprint arXiv:1612.04844","author":"Marino Kenneth","year":"2016","unstructured":"Kenneth Marino , Ruslan Salakhutdinov , and Abhinav Gupta . 2016. The more you know: Using knowledge graphs for image classification. arXiv preprint arXiv:1612.04844 ( 2016 ). Kenneth Marino, Ruslan Salakhutdinov, and Abhinav Gupta. 2016. The more you know: Using knowledge graphs for image classification. arXiv preprint arXiv:1612.04844 (2016)."},{"key":"e_1_3_2_2_23_1","volume-title":"Distributed representations of words and phrases and their compositionality. arXiv preprint arXiv:1310.4546","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov , Ilya Sutskever , Kai Chen , Greg Corrado , and Jeffrey Dean . 2013. Distributed representations of words and phrases and their compositionality. arXiv preprint arXiv:1310.4546 ( 2013 ). Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013. Distributed representations of words and phrases and their compositionality. arXiv preprint arXiv:1310.4546 (2013)."},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.5555\/2981562.2981720"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.32614\/RJ-2017-009"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3455008"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2005605"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"crossref","unstructured":"Hao Sun Zijian Wu Yue Cui Liwei Deng Yan Zhao and Kai Zheng. 2021. Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations. In DASFAA. 148--164. Hao Sun Zijian Wu Yue Cui Liwei Deng Yan Zhao and Kai Zheng. 2021. Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations. In DASFAA. 148--164.","DOI":"10.1007\/978-3-030-73200-4_10"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5353"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_2_32_1","volume-title":"Attention is all you need. arXiv preprint arXiv:1706.03762","author":"Vaswani Ashish","year":"2017","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. arXiv preprint arXiv:1706.03762 ( 2017 ). Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention is all you need. arXiv preprint arXiv:1706.03762 (2017)."},{"key":"e_1_3_2_2_33_1","volume-title":"Graph attention networks. arXiv preprint arXiv:1710.10903","author":"Petar Velivc","year":"2017","unstructured":"Petar Velivc kovi\u0107, Guillem Cucurull , Arantxa Casanova , Adriana Romero , Pietro Lio , and Yoshua Bengio . 2017. Graph attention networks. arXiv preprint arXiv:1710.10903 ( 2017 ). Petar Velivc kovi\u0107, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Lio, and Yoshua Bengio. 2017. Graph attention networks. arXiv preprint arXiv:1710.10903 (2017)."},{"key":"e_1_3_2_2_34_1","volume-title":"Deep trajectory recovery with fine-grained calibration using Kalman filter. TKDE","author":"Wang Jingyuan","year":"2019","unstructured":"Jingyuan Wang , Ning Wu , Xinxi Lu , Xin Zhao , and Kai Feng . 2019. Deep trajectory recovery with fine-grained calibration using Kalman filter. TKDE ( 2019 ). Jingyuan Wang, Ning Wu, Xinxi Lu, Xin Zhao, and Kai Feng. 2019. Deep trajectory recovery with fine-grained calibration using Kalman filter. TKDE (2019)."},{"key":"e_1_3_2_2_35_1","volume-title":"Efficient and effective similar subtrajectory search with deep reinforcement learning. arXiv preprint arXiv:2003.02542","author":"Wang Zheng","year":"2020","unstructured":"Zheng Wang , Cheng Long , Gao Cong , and Yiding Liu . 2020. Efficient and effective similar subtrajectory search with deep reinforcement learning. arXiv preprint arXiv:2003.02542 ( 2020 ). Zheng Wang, Cheng Long, Gao Cong, and Yiding Liu. 2020. Efficient and effective similar subtrajectory search with deep reinforcement learning. arXiv preprint arXiv:2003.02542 (2020)."},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2983323.2983845"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741675"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301346"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015458"},{"key":"e_1_3_2_2_40_1","volume-title":"AttnMove: History Enhanced Trajectory Recovery via Attentional Network. arXiv preprint arXiv:2101.00646","author":"Xia Tong","year":"2021","unstructured":"Tong Xia , Yunhan Qi , Jie Feng , Fengli Xu , Funing Sun , Diansheng Guo , and Yong Li. 2021. AttnMove: History Enhanced Trajectory Recovery via Attentional Network. arXiv preprint arXiv:2101.00646 ( 2021 ). Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, and Yong Li. 2021. AttnMove: History Enhanced Trajectory Recovery via Attentional Network. arXiv preprint arXiv:2101.00646 (2021)."},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.5555\/3367471.3367589"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2014.2327053"},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132892"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271708"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220030"},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2914449"},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/2629592"},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/1409635.1409677"},{"key":"e_1_3_2_2_49_1","first-page":"32","article-title":"Geolife: A collaborative social networking service among user, location and trajectory","volume":"33","author":"Zheng Yu","year":"2010","unstructured":"Yu Zheng , Xing Xie , and Wei-Ying Ma . 2010 . Geolife: A collaborative social networking service among user, location and trajectory . IEEE Data Eng. Bull. , Vol. 33 , 2 (2010), 32 -- 39 . Yu Zheng, Xing Xie, and Wei-Ying Ma. 2010. Geolife: A collaborative social networking service among user, location and trajectory. IEEE Data Eng. Bull., Vol. 33, 2 (2010), 32--39.","journal-title":"IEEE Data Eng. Bull."},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526816"},{"key":"e_1_3_2_2_51_1","volume-title":"Hybrid route recommendation with taxi and shared bicycles. Distributed and Parallel Databases","author":"Zhou Hao","year":"2019","unstructured":"Hao Zhou , Yan Zhao , Junhua Fang , Xuanhao Chen , and Kai Zeng . 2019. Hybrid route recommendation with taxi and shared bicycles. Distributed and Parallel Databases ( 2019 ), 1--21. Hao Zhou, Yan Zhao, Junhua Fang, Xuanhao Chen, and Kai Zeng. 2019. Hybrid route recommendation with taxi and shared bicycles. Distributed and Parallel Databases (2019), 1--21."}],"event":{"name":"CIKM '21: The 30th ACM International Conference on Information and Knowledge Management","location":"Virtual Event Queensland Australia","acronym":"CIKM '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 30th ACM International Conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482284","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3459637.3482284","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:13Z","timestamp":1750191133000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482284"}},"subtitle":["Shift-aware Human Mobility Recovery with Graph Neural Network"],"short-title":[],"issued":{"date-parts":[[2021,10,26]]},"references-count":51,"alternative-id":["10.1145\/3459637.3482284","10.1145\/3459637"],"URL":"https:\/\/doi.org\/10.1145\/3459637.3482284","relation":{},"subject":[],"published":{"date-parts":[[2021,10,26]]},"assertion":[{"value":"2021-10-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}