{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T16:17:40Z","timestamp":1775146660273,"version":"3.50.1"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,17]]},"DOI":"10.1109\/bigdata55660.2022.10020341","type":"proceedings-article","created":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T14:35:23Z","timestamp":1674743723000},"page":"1632-1640","source":"Crossref","is-referenced-by-count":5,"title":["Detecting Neighborhood Gentrification at Scale via Street-level Visual Data"],"prefix":"10.1109","author":[{"given":"Tianyuan","family":"Huang","sequence":"first","affiliation":[{"name":"Stanford University,Department of Civil and Environmental Engineering"}]},{"given":"Timothy","family":"Dai","sequence":"additional","affiliation":[{"name":"Stanford University,Department of Computer Science"}]},{"given":"Zhecheng","family":"Wang","sequence":"additional","affiliation":[{"name":"Stanford University,Department of Civil and Environmental Engineering"}]},{"given":"Hesu","family":"Yoon","sequence":"additional","affiliation":[{"name":"Stanford University,Department of Sociology"}]},{"given":"Hao","family":"Sheng","sequence":"additional","affiliation":[{"name":"Stanford University,Department of Computer Science"}]},{"given":"Andrew Y.","family":"Ng","sequence":"additional","affiliation":[{"name":"Stanford University,Department of Computer Science"}]},{"given":"Ram","family":"Rajagopal","sequence":"additional","affiliation":[{"name":"Stanford University,Department of Civil and Environmental Engineering"}]},{"given":"Jackelyn","family":"Hwang","sequence":"additional","affiliation":[{"name":"Stanford University,Department of Sociology"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i1.16101"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph181910428"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3358001"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5450"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/su11226424"},{"key":"ref10","article-title":"Nowcasting gentrification: Using yelp data to quantify neighborhood change","author":"glaeser","year":"2018","journal-title":"Economics of Networks eJournal"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1177\/0003122414535774"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/140360900750044773"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"13 108","DOI":"10.1073\/pnas.1700035114","article-title":"Using deep learning and google street view to estimate the demographic makeup of neighborhoods across the united states","volume":"114","author":"gebru","year":"2017","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref16","article-title":"Learning neighborhood representation from multi-modal multi-graph: Image, text, mobility graph and beyond","author":"huang","year":"2021"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298780"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10890"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/cico.12419"},{"key":"ref23","article-title":"Deep residual learning for image recognition","author":"he","year":"2015"},{"key":"ref26","article-title":"Endogenous gentrification and housing price dynamics","author":"guerrieri","year":"2010","journal-title":"ERN Behavioral Economics (Topic)"},{"key":"ref25","article-title":"Attention-based deep multiple instance learning","author":"ilse","year":"2018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.08.026"},{"key":"ref22","first-page":"0","article-title":"Siamese neural networks for one-shot image recognition","volume":"2","author":"koch","year":"2015","journal-title":"ICML Deep Learning Workshop"},{"key":"ref21","article-title":"Attention-based deep multiple instance learning","author":"ilse","year":"2018"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1177\/0885412217716439"},{"key":"ref27","first-page":"515","article-title":"Explicating divided approaches to gentrification and growing income inequality","volume":"43","author":"brown\u2013saracino","year":"2017","journal-title":"Review of Sociology"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11524-019-00400-1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.121"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"248","DOI":"10.2747\/0272-3638.17.3.248","article-title":"A model for identifying gentrified areas with census data","volume":"17","author":"hammel","year":"1996","journal-title":"Urban Geography"},{"key":"ref9","first-page":"57","article-title":"Gentrification and small business: Threat or opportunity?","volume":"18","author":"meltzer","year":"2016","journal-title":"Cityscape"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1619003114"},{"key":"ref3","author":"smith","year":"1986","journal-title":"Gentrification of the City"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0212814"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.121"}],"event":{"name":"2022 IEEE International Conference on Big Data (Big Data)","location":"Osaka, Japan","start":{"date-parts":[[2022,12,17]]},"end":{"date-parts":[[2022,12,20]]}},"container-title":["2022 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10020192\/10020156\/10020341.pdf?arnumber=10020341","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,20]],"date-time":"2023-02-20T17:08:07Z","timestamp":1676912887000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10020341\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,17]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/bigdata55660.2022.10020341","relation":{},"subject":[],"published":{"date-parts":[[2022,12,17]]}}}