{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:10:31Z","timestamp":1730200231814,"version":"3.28.0"},"reference-count":47,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1109\/bigdata.2018.8622016","type":"proceedings-article","created":{"date-parts":[[2019,1,25]],"date-time":"2019-01-25T03:07:18Z","timestamp":1548385638000},"page":"1554-1562","source":"Crossref","is-referenced-by-count":0,"title":["Situation-Based Interpretable Learning for Personality Prediction in Social Media"],"prefix":"10.1109","author":[{"given":"Lei","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuchao","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenmo","family":"Kong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zitong","family":"Sheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chang-Tien","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939847"},{"key":"ref38","article-title":"Water disaggregation via shape features based bayesian discriminative sparse coding","author":"wang","year":"2018","journal-title":"arXiv preprint arXiv 1808 08951"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W15-1202"},{"key":"ref32","article-title":"Quantifying suicidal ideation via language usage on social media","author":"coppersmith","year":"2015","journal-title":"Joint Statistics Meetings Proceedings Statistical Computing Section"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858207"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W15-1206"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132996"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271794"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1018"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-1169"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.5465\/amr.1989.4279067"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2983323.2983886"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-6494.1992.tb00970.x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1037\/a0037250"},{"journal-title":"Revised NEO Personality Inventory (NEO PI-R) NEO Five-Factor Inventory (NEO-FFI) Professional Manual","year":"1992","author":"costa","key":"ref13"},{"key":"ref14","first-page":"114","article-title":"Paradigm shift to the integrative big five trait taxonomy","volume":"3","author":"john","year":"2008","journal-title":"Handbook of Personality Theory and Research"},{"key":"ref15","first-page":"2001","article-title":"Linguistic inquiry and word count: Liwc 2001","volume":"71","author":"pennebaker","year":"2001","journal-title":"Mahway Lawrence Erlbaum Associates"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/PASSAT\/SocialCom.2011.33"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2012.218"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0073791"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1037\/pspp0000020"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-3214"},{"key":"ref4","first-page":"78","article-title":"Gender attribution: tracing stylometric evidence beyond topic and genre","author":"sarawgi","year":"2011","journal-title":"Proceedings of the Fifteenth Conference on Computational Natural Language Learning Association for Computational Linguistics"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W15-1204"},{"key":"ref3","first-page":"763","article-title":"Age prediction in blogs: A study of style, content, and online behavior in pre-and post-social media generations","author":"rosenthal","year":"2011","journal-title":"Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics Human Language Technologies-Volume 1 Association for Computational Linguistics"},{"key":"ref6","first-page":"1136","article-title":"Gender inference of twitter users in non-english contexts","author":"ciot","year":"2013","journal-title":"Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing"},{"key":"ref29","article-title":"Measuring post traumatic stress disorder in twitter","author":"harman","year":"2014","journal-title":"ICWS"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1121"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2013.74"},{"key":"ref7","first-page":"10","article-title":"What&#x2019;s in a name? using first names as features for gender inference in twitter","volume":"13","author":"liu","year":"2013","journal-title":"AAAI Spring Symposium Analyzing Microtext"},{"key":"ref2","article-title":"Stylometric analysis of bloggers age and gender","author":"goswami","year":"2009","journal-title":"Third International AAAI Conference on Weblogs and Social Media"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-1073"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1177\/0956797609360756"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-2010"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939834"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"1036","DOI":"10.1073\/pnas.1418680112","article-title":"Computer-based personality judgments are more accurate than those made by humans","volume":"112","author":"youyou","year":"2015","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0143051"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"5802","DOI":"10.1073\/pnas.1218772110","article-title":"Private traits and attributes are predictable from digital records of human behavior","volume":"110","author":"kosinski","year":"2013","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"1111","DOI":"10.1214\/13-AOS1096","article-title":"A lasso for hierarchical interactions","volume":"41","author":"bien","year":"2013","journal-title":"Annals of Statistics"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W15-2913"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"622","DOI":"10.1007\/978-3-319-71246-8_38","article-title":"Uapd: Predicting urban anomalies from spatial-temporal data","author":"wu","year":"2017","journal-title":"Machine Learning and Knowledge Discovery in Databases"},{"key":"ref23","first-page":"211","article-title":"Analyzing personality through social media profile picture choice","author":"liu","year":"2016","journal-title":"ICWSM"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2015.1067217"},{"key":"ref26","first-page":"1","article-title":"Predicting depression via social media","volume":"13","author":"de choudhury","year":"2013","journal-title":"ICWSM"},{"key":"ref43","article-title":"Neural tensor factorization","author":"wu","year":"2018","journal-title":"arXiv preprint arxiv 1802 05807"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2016.7840760"}],"event":{"name":"2018 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2018,12,10]]},"location":"Seattle, WA, USA","end":{"date-parts":[[2018,12,13]]}},"container-title":["2018 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8610059\/8621858\/08622016.pdf?arnumber=8622016","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T23:19:03Z","timestamp":1643239143000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8622016\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2018.8622016","relation":{},"subject":[],"published":{"date-parts":[[2018,12]]}}}