{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T20:37:17Z","timestamp":1776112637794,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2016,9,12]],"date-time":"2016-09-12T00:00:00Z","timestamp":1473638400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Key Research and Development Plan","award":["2016YFB1001200"],"award-info":[{"award-number":["2016YFB1001200"]}]},{"name":"U.S. National Science Foundation","award":["IIS-1407630"],"award-info":[{"award-number":["IIS-1407630"]}]},{"DOI":"10.13039\/501100004602","name":"Program for New Century Excellent Talents in University","doi-asserted-by":"publisher","award":["NCET-13-0521"],"award-info":[{"award-number":["NCET-13-0521"]}],"id":[{"id":"10.13039\/501100004602","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Zhejiang Provincial Natural Science Foundation of China","award":["LR15F020001"],"award-info":[{"award-number":["LR15F020001"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2016,9,12]]},"DOI":"10.1145\/2971648.2971696","type":"proceedings-article","created":{"date-parts":[[2016,9,9]],"date-time":"2016-09-09T14:28:57Z","timestamp":1473431337000},"page":"498-509","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":106,"title":["Discovering different kinds of smartphone users through their application usage behaviors"],"prefix":"10.1145","author":[{"given":"Sha","family":"Zhao","sequence":"first","affiliation":[{"name":"Zhejiang University, China and Carnegie Mellon University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julian","family":"Ramos","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianrong","family":"Tao","sequence":"additional","affiliation":[{"name":"Zhejiang University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ziwen","family":"Jiang","sequence":"additional","affiliation":[{"name":"Zhejiang University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shijian","family":"Li","sequence":"additional","affiliation":[{"name":"Zhejiang University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhaohui","family":"Wu","sequence":"additional","affiliation":[{"name":"Zhejiang University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gang","family":"Pan","sequence":"additional","affiliation":[{"name":"Zhejiang University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anind K.","family":"Dey","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2016,9,12]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2628363.2628380"},{"key":"e_1_3_2_1_2_1","volume-title":"Latent dirichlet allocation. the Journal of Machine Learning Research 3","author":"Blei David M","year":"2003","unstructured":"David M Blei , Andrew Y Ng , and Michael I Jordan . 2003. Latent dirichlet allocation. the Journal of Machine Learning Research 3 ( 2003 ), 993--1022. David M Blei, Andrew Y Ng, and Michael I Jordan. 2003. Latent dirichlet allocation. the Journal of Machine Learning Research 3 (2003), 993--1022."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2037373.2037383"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2785830.2785891"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2070481.2070550"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1814433.1814453"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2628363.2628367"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2638728.2641697"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370442"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2805837"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2807542"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/2594684.2594689"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2815675.2815686"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2505515.2505529"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aca.2003.12.020"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1864349.1864394"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2011.79"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1114856"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1108\/10650740710835779"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.88.6.2297"},{"key":"e_1_3_2_1_21_1","volume-title":"A longitudinal study of non-voice mobile phone usage by teens from an underserved urban community. arXiv preprint arXiv:1012.2832","author":"Rahmati Ahmad","year":"2010","unstructured":"Ahmad Rahmati and Lin Zhong . 2010. A longitudinal study of non-voice mobile phone usage by teens from an underserved urban community. arXiv preprint arXiv:1012.2832 ( 2010 ). Ahmad Rahmati and Lin Zhong. 2010. A longitudinal study of non-voice mobile phone usage by teens from an underserved urban community. arXiv preprint arXiv:1012.2832 (2010)."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2493432.2493443"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370243"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2632048.2632052"},{"key":"e_1_3_2_1_25_1","volume-title":"Retrieved","year":"2016","unstructured":"statista. 2016 . Number of available applications in the Google Play Store from December 2009 to November 2015. statista. (2016) . Retrieved March 26, 2016 from http:\/\/www.statista.com\/statistics\/266210\/number-of-available-applications-in-the-google-play-store\/. statista. 2016. Number of available applications in the Google Play Store from December 2009 to November 2015. statista. (2016). Retrieved March 26, 2016 from http:\/\/www.statista.com\/statistics\/266210\/number-of-available-applications-in-the-google-play-store\/."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00293"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858348"},{"key":"e_1_3_2_1_28_1","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"der Maaten Laurens Van","year":"2008","unstructured":"Laurens Van der Maaten and Geoffrey Hinton . 2008 . Visualizing data using t-SNE . Journal of Machine Learning Research 9 , 2579 - 2605 (2008), 85. Laurens Van der Maaten and Geoffrey Hinton. 2008. Visualizing data using t-SNE. Journal of Machine Learning Research 9, 2579-2605 (2008), 85.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2068816.2068847"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2307636.2307648"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32320-1"},{"key":"e_1_3_2_1_32_1","first-page":"1","article-title":"Mining user attributes using large-scale app lists of smartphones","volume":"99","author":"Zhao Sha","year":"2016","unstructured":"Sha Zhao , Gang Pan , Yifan Zhao , Jianrong Tao , Jinlai Chen , Shijian Li , and Zhaohui Wu . 2016 . Mining user attributes using large-scale app lists of smartphones . IEEE SYSTEMS JOURNAL 99 (2016), 1 -- 9 . Sha Zhao, Gang Pan, Yifan Zhao, Jianrong Tao, Jinlai Chen, Shijian Li, and Zhaohui Wu. 2016. Mining user attributes using large-scale app lists of smartphones. IEEE SYSTEMS JOURNAL 99 (2016), 1--9.","journal-title":"IEEE SYSTEMS JOURNAL"}],"event":{"name":"UbiComp '16: The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing","location":"Heidelberg Germany","acronym":"UbiComp '16","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2971648.2971696","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2971648.2971696","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:50:14Z","timestamp":1750218614000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2971648.2971696"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,9,12]]},"references-count":32,"alternative-id":["10.1145\/2971648.2971696","10.1145\/2971648"],"URL":"https:\/\/doi.org\/10.1145\/2971648.2971696","relation":{},"subject":[],"published":{"date-parts":[[2016,9,12]]},"assertion":[{"value":"2016-09-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}