{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:34:48Z","timestamp":1750221288181,"version":"3.41.0"},"publisher-location":"New York, New York, USA","reference-count":59,"publisher":"ACM Press","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"the Fundamental Research Funds for the Central Universities"},{"name":"a research funding from HIKVISION Inc."},{"name":"NSFC","award":["U1611461","61702447","61625107"],"award-info":[{"award-number":["U1611461","61702447","61625107"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1145\/3178876.3186144","type":"proceedings-article","created":{"date-parts":[[2018,4,13]],"date-time":"2018-04-13T15:53:48Z","timestamp":1523634828000},"page":"967-976","source":"Crossref","is-referenced-by-count":17,"title":["To Stay or to Leave"],"prefix":"10.1145","author":[{"given":"Yang","family":"Yang","sequence":"first","affiliation":[{"name":"Zhejiang University, Hangzhou, China"}]},{"given":"Zongtao","family":"Liu","sequence":"additional","affiliation":[{"name":"Zhejiang University, Hangzhou, China"}]},{"given":"Chenhao","family":"Tan","sequence":"additional","affiliation":[{"name":"University of Colorado Boulder, Boulder, CO, USA"}]},{"given":"Fei","family":"Wu","sequence":"additional","affiliation":[{"name":"Zhejiang University, Hangzhou, China"}]},{"given":"Yueting","family":"Zhuang","sequence":"additional","affiliation":[{"name":"Zhejiang University, Hangzhou, China"}]},{"given":"Yafeng","family":"Li","sequence":"additional","affiliation":[{"name":"China Telecom., Shanghai, China"}]}],"member":"320","reference":[{"key":"key-10.1145\/3178876.3186144-1","doi-asserted-by":"crossref","unstructured":"Farzana Afridi, Sherry Xin Li, and Yufei Ren. 2015. Social identity and inequality: The impact of China's hukou system. Journal of Public Economics Vol. 123 (2015), 17--29.","DOI":"10.1016\/j.jpubeco.2014.12.011"},{"key":"key-10.1145\/3178876.3186144-2","doi-asserted-by":"crossref","unstructured":"Lars Backstrom, Dan Huttenlocher, Jon Kleinberg, and Xiangyang Lan. 2006. Group formation in large social networks: Membership, growth, and evolution Proceedings of KDD.","DOI":"10.1145\/1150402.1150412"},{"key":"key-10.1145\/3178876.3186144-3","doi-asserted-by":"crossref","unstructured":"Xuemei Bai, Peijun Shi, and Yansui and Liu. 2014. Society: Realizing China's urban dream. Nature News Vol. 509, 7499 (2014), 158.","DOI":"10.1038\/509158a"},{"key":"key-10.1145\/3178876.3186144-4","unstructured":"Frank D Bean and Gillian Stevens. 2003. America's newcomers and the dynamics of diversity. Russell Sage Foundation."},{"key":"key-10.1145\/3178876.3186144-5","doi-asserted-by":"crossref","unstructured":"Gary S Becker and Diane Coyle. 2011. The challenge of immigration: a radical solution. Institute of Economic Affairs Monographs Occasional Paper 145 (2011).","DOI":"10.2139\/ssrn.1846567"},{"key":"key-10.1145\/3178876.3186144-6","doi-asserted-by":"crossref","unstructured":"Donatien Beguy, Philippe Bocquier, and Eliya Msiyaphazi Zulu. 2010. Circular migration patterns and determinants in Nairobi slum settlements. Demographic Research Vol. 23 (2010), 549.","DOI":"10.4054\/DemRes.2010.23.20"},{"key":"key-10.1145\/3178876.3186144-7","doi-asserted-by":"crossref","unstructured":"Martin Brockerhoff. 1995. Child survival in big cities: the disadvantages of migrants. Social Science & Medicine Vol. 40, 10 (1995), 1371--1383.","DOI":"10.1016\/0277-9536(94)00268-X"},{"key":"key-10.1145\/3178876.3186144-8","doi-asserted-by":"crossref","unstructured":"Lawrence A Brown and Eric G Moore. 1970. The intra-urban migration process: a perspective. Geografiska Annaler. Series B, Human Geography Vol. 52, 1 (1970), 1--13.","DOI":"10.1080\/04353684.1970.11879340"},{"key":"key-10.1145\/3178876.3186144-9","unstructured":"Stephen Castles, Hein De Haas, and Mark J Miller. 2013. The age of migration: International population movements in the modern world. Palgrave Macmillan."},{"key":"key-10.1145\/3178876.3186144-10","doi-asserted-by":"crossref","unstructured":"S Chandrasekhar, Mousumi Das, and Ajay Sharma. 2015. Short-term migration and consumption expenditure of households in rural India. Oxford Development Studies Vol. 43, 1 (2015), 105--122.","DOI":"10.1080\/13600818.2014.964194"},{"key":"key-10.1145\/3178876.3186144-11","doi-asserted-by":"crossref","unstructured":"Juan Chen, Deborah S. Davis, Kaming Wu, and Haijing Dai. 2015. Life satisfaction in urbanizing China: The effect of city size and pathways to urban residency. Cities Vol. 49 (2015), 88--97.","DOI":"10.1016\/j.cities.2015.07.011"},{"key":"key-10.1145\/3178876.3186144-12","doi-asserted-by":"crossref","unstructured":"Junhua Chen, Fei Guo, and Ying Wu. 2011. One decade of urban housing reform in China: Urban housing price dynamics and the role of migration and urbanization, 1995--2005. Habitat International Vol. 35, 1 (2011), 1--8.","DOI":"10.1016\/j.habitatint.2010.02.003"},{"key":"key-10.1145\/3178876.3186144-13","doi-asserted-by":"crossref","unstructured":"David Crandall, Dan Cosley, Daniel Huttenlocher, Jon Kleinberg, and Siddharth Suri. 2008. Feedback effects between similarity and social influence in online communities Proceedings of KDD.","DOI":"10.1145\/1401890.1401914"},{"key":"key-10.1145\/3178876.3186144-14","doi-asserted-by":"crossref","unstructured":"Cristian Danescu-Niculescu-Mizil, Robert West, Dan Jurafsky, Jure Leskovec, and Christopher Potts. 2013. No country for old members: User lifecycle and linguistic change in online communities. In Proceedings of WWW.","DOI":"10.1145\/2488388.2488416"},{"key":"key-10.1145\/3178876.3186144-15","doi-asserted-by":"crossref","unstructured":"Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, and Bruno Lepri. 2016. The death and life of great Italian cities: a mobile phone data perspective Proceedings of WWW.","DOI":"10.1145\/2872427.2883084"},{"key":"key-10.1145\/3178876.3186144-16","unstructured":"Mark Dredze, Manuel Garc'ıa-Herranz, Alex Rutherford, and Gideon Mann. 2016. Twitter as a source of global mobility patterns for social good. CoRR Vol. abs\/1606.06343 (2016)."},{"key":"key-10.1145\/3178876.3186144-17","doi-asserted-by":"crossref","unstructured":"Nathan Eagle, Michael W Macy, and Rob Claxton. 2010. Network diversity and economic development. Science Vol. 328, 5981 (2010), 1029--1031.","DOI":"10.1126\/science.1186605"},{"key":"key-10.1145\/3178876.3186144-18","unstructured":"Claude S Fischer. 1982. To dwell among friends : personal networks in town and city. University of Chicago Press, Chicago."},{"key":"key-10.1145\/3178876.3186144-19","doi-asserted-by":"crossref","unstructured":"Linton C. Freeman. 1982. Centered graphs and the structure of ego networks. Mathematical Social Sciences Vol. 3, 3 (1982), 291--304.","DOI":"10.1016\/0165-4896(82)90076-2"},{"key":"key-10.1145\/3178876.3186144-20","doi-asserted-by":"crossref","unstructured":"Edward L Glaeser and David C Mare. 2001. Cities and skills. Journal of labor economics Vol. 19, 2 (2001), 316--342.","DOI":"10.1086\/319563"},{"key":"key-10.1145\/3178876.3186144-21","doi-asserted-by":"crossref","unstructured":"Charlotte Goodburn. 2009. Learning from migrant education: A case study of the schooling of rural migrant children in Beijing. International Journal of Educational Development Vol. 29, 5 (2009), 495--504.","DOI":"10.1016\/j.ijedudev.2009.04.005"},{"key":"key-10.1145\/3178876.3186144-22","doi-asserted-by":"crossref","unstructured":"Desislava Hristova, Matthew J Williams, Mirco Musolesi, Pietro Panzarasa, and Cecilia Mascolo. 2016. Measuring urban social diversity using interconnected geo-social networks. In Proceedings of WWW.","DOI":"10.1145\/2872427.2883065"},{"key":"key-10.1145\/3178876.3186144-23","doi-asserted-by":"crossref","unstructured":"Abigail Z Jacobs, Samuel F Way, Johan Ugander, and Aaron Clauset. 2015. Assembling Thefacebook: Using heterogeneity to understand online social network assembly. In Proceedings of Web Science.","DOI":"10.1145\/2786451.2786477"},{"key":"key-10.1145\/3178876.3186144-24","doi-asserted-by":"crossref","unstructured":"Karen Jacobsen and Loren B Landau. 2003. The dual imperative in refugee research: some methodological and ethical considerations in social science research on forced migration. Disasters Vol. 27, 3 (2003), 185--206.","DOI":"10.1111\/1467-7717.00228"},{"key":"key-10.1145\/3178876.3186144-25","doi-asserted-by":"crossref","unstructured":"Shan Jiang, Gaston A Fiore, Yingxiang Yang, Joseph Ferreira Jr, Emilio Frazzoli, and Marta C González. 2013. A review of urban computing for mobile phone traces: current methods, challenges and opportunities. In Proceedings of the 2nd ACM SIGKDD international workshop on Urban Computing.","DOI":"10.1145\/2505821.2505828"},{"key":"key-10.1145\/3178876.3186144-26","doi-asserted-by":"crossref","unstructured":"John Knight, Lina Song, and Jia Huaibin. 1999. Chinese rural migrants in urban enterprises: three perspectives. The Journal of Development Studies Vol. 35, 3 (1999), 73--104.","DOI":"10.1080\/00220389908422574"},{"key":"key-10.1145\/3178876.3186144-27","doi-asserted-by":"crossref","unstructured":"Gueorgi Kossinets and Duncan J Watts. 2006. Empirical analysis of an evolving social network. Science Vol. 311, 5757 (2006), 88--90.","DOI":"10.1126\/science.1116869"},{"key":"key-10.1145\/3178876.3186144-28","doi-asserted-by":"crossref","unstructured":"Cliff Lampe and Erik Johnston. 2005. Follow the (slash) dot: effects of feedback on new members in an online community Proceedings of GROUP.","DOI":"10.1145\/1099203.1099206"},{"key":"key-10.1145\/3178876.3186144-29","unstructured":"June J.H. Lee. 2015. World migration report 2015: Migrants and cities: New partnerships to manage mobility."},{"key":"key-10.1145\/3178876.3186144-30","doi-asserted-by":"crossref","unstructured":"Jure Leskovec, Lars Backstrom, Ravi Kumar, and Andrew Tomkins. 2008. Microscopic Evolution of Social Networks. In Proceedings of KDD.","DOI":"10.1145\/1401890.1401948"},{"key":"key-10.1145\/3178876.3186144-31","doi-asserted-by":"crossref","unstructured":"Jure Leskovec, Jon Kleinberg, and Christos Faloutsos. 2007. Graph evolution: Densification and shrinking diameters. ACM Transactions on Knowledge Discovery from Data (TKDD) Vol. 1, 1 (2007), 2.","DOI":"10.1145\/1217299.1217301"},{"key":"key-10.1145\/3178876.3186144-32","doi-asserted-by":"crossref","unstructured":"Zai Liang. 2001. The age of migration in China. Population and development review Vol. 27, 3 (2001), 499--524.","DOI":"10.1111\/j.1728-4457.2001.00499.x"},{"key":"key-10.1145\/3178876.3186144-33","doi-asserted-by":"crossref","unstructured":"Ye Liu, Zhigang Li, and Werner Breitung. 2012. The social networks of new-generation migrants in China's urbanized villages: A case study of Guangzhou. Habitat International Vol. 36, 1 (2012), 192--200.","DOI":"10.1016\/j.habitatint.2011.08.008"},{"key":"key-10.1145\/3178876.3186144-34","doi-asserted-by":"crossref","unstructured":"Julian John McAuley and Jure Leskovec. 2013. From amateurs to connoisseurs: Modeling the evolution of user expertise through online reviews. In Proceedings of WWW.","DOI":"10.1145\/2488388.2488466"},{"key":"key-10.1145\/3178876.3186144-35","doi-asserted-by":"crossref","unstructured":"Miller McPherson, Lynn Smith-Lovin, and James M Cook. 2001. Birds of a feather: Homophily in social networks. Annual review of sociology Vol. 27, 1 (2001), 415--444.","DOI":"10.1146\/annurev.soc.27.1.415"},{"key":"key-10.1145\/3178876.3186144-36","doi-asserted-by":"crossref","unstructured":"Ron Milo, Shalev Itzkovitz, Nadav Kashtan, Reuven Levitt, Shai Shen-Orr, Inbal Ayzenshtat, Michal Sheffer, and Uri Alon. 2004. Superfamilies of evolved and designed networks. Science Vol. 303, 5663 (2004), 1538--1542.","DOI":"10.1126\/science.1089167"},{"key":"key-10.1145\/3178876.3186144-37","unstructured":"K Bruce Newbold and Pat Deluca. 2007. Short-term residential changes to Toronto's immigrant communities: Evidence from Lsic Wave 1. Urban Geography Vol. 28, 7 (2007), 635--656."},{"key":"key-10.1145\/3178876.3186144-38","doi-asserted-by":"crossref","unstructured":"Ashwin Paranjape, Austin R Benson, and Jure Leskovec. 2017. Motifs in temporal networks. In Proceedings of WSDM.","DOI":"10.1145\/3018661.3018731"},{"key":"key-10.1145\/3178876.3186144-39","doi-asserted-by":"crossref","unstructured":"Daniele Quercia, Luca Maria Aiello, Rossano Schifanella, and Adam Davies. 2015. The digital life of walkable streets. In Proceedings of WWW.","DOI":"10.1145\/2736277.2741631"},{"key":"key-10.1145\/3178876.3186144-40","doi-asserted-by":"crossref","unstructured":"Shahra Razavi and Silke Staab. 2010. Underpaid and overworked: A cross-national perspective on care workers. International Labour Review Vol. 149, 4 (2010), 407--422.","DOI":"10.1111\/j.1564-913X.2010.00095.x"},{"key":"key-10.1145\/3178876.3186144-41","doi-asserted-by":"crossref","unstructured":"Jonathan Reades, Francesco Calabrese, Andres Sevtsuk, and Carlo Ratti. 2007. Cellular census: Explorations in urban data collection. IEEE Pervasive Computing Vol. 6, 3 (2007).","DOI":"10.1109\/MPRV.2007.53"},{"key":"key-10.1145\/3178876.3186144-42","unstructured":"Nina Glick Schiller and Ayse cCauglar. 2009. Towards a comparative theory of locality in migration studies: Migrant incorporation and city scale. Journal of ethnic and migration studies Vol. 35, 2 (2009), 177--202."},{"key":"key-10.1145\/3178876.3186144-43","doi-asserted-by":"crossref","unstructured":"Nina Glick Schiller and Ayse Simsek-Caglar. 2011. Locating migration: Rescaling cities and migrants. Cornell University Press.","DOI":"10.7591\/9780801460340"},{"key":"key-10.1145\/3178876.3186144-44","doi-asserted-by":"crossref","unstructured":"Peter WA Scholten. 2013. Agenda dynamics and the multi-level governance of intractable policy controversies: the case of migrant integration policies in the Netherlands. Policy Sciences Vol. 46, 3 (2013), 217--236.","DOI":"10.1007\/s11077-012-9170-x"},{"key":"key-10.1145\/3178876.3186144-45","doi-asserted-by":"crossref","unstructured":"Kim Sui So, Peter F Orazem, and Daniel Otto. 2001. The effects of housing prices, wages, and commuting time on joint residential and job location choices. American Journal of Agricultural Economics Vol. 83, 4 (2001), 1036--1048.","DOI":"10.1111\/0002-9092.00228"},{"key":"key-10.1145\/3178876.3186144-46","doi-asserted-by":"crossref","unstructured":"Alison Strang and Alastair Ager. 2010. Refugee integration: Emerging trends and remaining agendas. Journal of Refugee Studies Vol. 23, 4 (2010), 589--607.","DOI":"10.1093\/jrs\/feq046"},{"key":"key-10.1145\/3178876.3186144-47","doi-asserted-by":"crossref","unstructured":"Chenhao Tan and Lillian Lee. 2015. All who wander: On the prevalence and characteristics of multi-community engagement. In Proceedings of WWW.","DOI":"10.1145\/2736277.2741661"},{"key":"key-10.1145\/3178876.3186144-48","doi-asserted-by":"crossref","unstructured":"Bimal Viswanath, Alan Mislove, Meeyoung Cha, and Krishna P Gummadi. 2009. On the evolution of user interaction in Facebook Proceedings of the 2nd ACM Workshop on Online Social Networks.","DOI":"10.1145\/1592665.1592675"},{"key":"key-10.1145\/3178876.3186144-49","doi-asserted-by":"crossref","unstructured":"Feng Wang and Xuejin Zuo. 1999. Inside China's cities: Institutional barriers and opportunities for urban migrants. The American Economic Review Vol. 89, 2 (1999), 276--280.","DOI":"10.1257\/aer.89.2.276"},{"key":"key-10.1145\/3178876.3186144-50","doi-asserted-by":"crossref","unstructured":"Mary C Waters and Tomás R Jiménez. 2005. Assessing immigrant assimilation: New empirical and theoretical challenges. Annu. Rev. Sociol. Vol. 31 (2005), 105--125.","DOI":"10.1146\/annurev.soc.29.010202.100026"},{"key":"key-10.1145\/3178876.3186144-51","doi-asserted-by":"crossref","unstructured":"Haizhen Wen and Yulong Tao. 2015. Polycentric urban structure and housing price in the transitional Chine: Evidence from Hangzhou. Habitat International Vol. 46 (2015), 138--146.","DOI":"10.1016\/j.habitatint.2014.11.006"},{"key":"key-10.1145\/3178876.3186144-52","doi-asserted-by":"crossref","unstructured":"Weiping Wu. 2004. Sources of migrant housing disadvantage in urban China. Environment and Planning A Vol. 36, 7 (2004), 1285--1304.","DOI":"10.1068\/a36193"},{"key":"key-10.1145\/3178876.3186144-53","doi-asserted-by":"crossref","unstructured":"Xiaogang Wu and Donald J Treiman. 2004. The household registration system and social stratification in China: 1955--1996. Demography Vol. 41, 2 (2004), 363--384.","DOI":"10.1353\/dem.2004.0010"},{"key":"key-10.1145\/3178876.3186144-54","doi-asserted-by":"crossref","unstructured":"Xiaogang Wu and Donald J Treiman. 2007. Inequality and equality under Chinese socialism: The hukou system and intergenerational occupational mobility. American Journal of Sociology Vol. 113, 2 (2007), 415--445.","DOI":"10.1086\/518905"},{"key":"key-10.1145\/3178876.3186144-55","doi-asserted-by":"crossref","unstructured":"Yang Yang, Chenhao Tan, Zongtao Liu, Fei Wu, and Yueting Zhuang. 2018. Urban dreams of migrants: A case study of migrant integration in Shanghai Proceedings of AAAI.","DOI":"10.1609\/aaai.v32i1.11269"},{"key":"key-10.1145\/3178876.3186144-56","doi-asserted-by":"crossref","unstructured":"Zhongshan Yue, Shuzhuo Li, Xiaoyi Jin, and Marcus W Feldman. 2013. The role of social networks in the integration of Chinese rural--urban migrants: A migrant--resident tie perspective. Urban Studies Vol. 50, 9 (2013), 1704--1723.","DOI":"10.1177\/0042098012470394"},{"key":"key-10.1145\/3178876.3186144-57","doi-asserted-by":"crossref","unstructured":"Kevin Honglin Zhang and Shunfeng Song. 2003. Rural-urban migration and urbanization in China: Evidence from time-series and cross-section analyses. China Economic Review Vol. 14, 4 (2003), 386--400.","DOI":"10.1016\/j.chieco.2003.09.018"},{"key":"key-10.1145\/3178876.3186144-58","doi-asserted-by":"crossref","unstructured":"Yu Zheng, Licia Capra, Ouri Wolfson, and Hai Yang. 2014. Urban computing: Concepts, methodologies, and applications. ACM Transactions of Intelligent System and Technology Vol. 5, 3 (2014), 38:1--38:55.","DOI":"10.1145\/2629592"},{"key":"key-10.1145\/3178876.3186144-59","doi-asserted-by":"crossref","unstructured":"Yu Zheng, Yanchi Liu, Jing Yuan, and Xing Xie. 2011. Urban computing with taxicabs. In Proceedings of UbiComp.","DOI":"10.1145\/2030112.2030126"}],"event":{"number":"2018","sponsor":["SIGWEB, ACM Special Interest Group on Hypertext, Hypermedia, and Web","IW3C2, International World Wide Web Conference Committee"],"acronym":"WWW '18","name":"the 2018 World Wide Web Conference","start":{"date-parts":[[2018,4,23]]},"location":"Lyon, France","end":{"date-parts":[[2018,4,27]]}},"container-title":["Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3178876.3186144","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/dl.acm.org\/ft_gateway.cfm?id=3186144&ftid=1957459&dwn=1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:11:28Z","timestamp":1750212688000},"score":1,"resource":{"primary":{"URL":"http:\/\/dl.acm.org\/citation.cfm?doid=3178876.3186144"}},"subtitle":["Churn Prediction for Urban Migrants in the Initial Period"],"proceedings-subject":"World Wide Web","short-title":[],"issued":{"date-parts":[[2018]]},"references-count":59,"URL":"https:\/\/doi.org\/10.1145\/3178876.3186144","relation":{},"subject":[],"published":{"date-parts":[[2018]]}}}