{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T14:20:29Z","timestamp":1769350829102,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,8,4]],"date-time":"2017-08-04T00:00:00Z","timestamp":1501804800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NIH","award":["1R21AA023975-01"],"award-info":[{"award-number":["1R21AA023975-01"]}]},{"name":"NSFC","award":["61602234 61572032 91646204 61502077"],"award-info":[{"award-number":["61602234 61572032 91646204 61502077"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,8,4]]},"DOI":"10.1145\/3097983.3098107","type":"proceedings-article","created":{"date-parts":[[2017,8,4]],"date-time":"2017-08-04T18:35:54Z","timestamp":1501871754000},"page":"917-925","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":54,"title":["Prospecting the Career Development of Talents"],"prefix":"10.1145","author":[{"given":"Huayu","family":"Li","sequence":"first","affiliation":[{"name":"University of North Carolina at Charlotte & Baidu Talent Intelligence Center, Charlotte, NC, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Ge","sequence":"additional","affiliation":[{"name":"University of Arizona, Tucson, AZ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hengshu","family":"Zhu","sequence":"additional","affiliation":[{"name":"Baidu Talent Intelligence Center, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Xiong","sequence":"additional","affiliation":[{"name":"Rutgers University, Newark, NJ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongke","family":"Zhao","sequence":"additional","affiliation":[{"name":"University of Sci. and Tech. of China, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,8,4]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/66.3.429"},{"key":"e_1_3_2_1_2_1","volume-title":"Layoffs and duration dependence in a model of turnover. Journal of Econometrics","author":"Burdett Kenneth","year":"1985","unstructured":"Kenneth Burdett , Nicholas M. Kiefer , and Sunil Sharma . 1985. Layoffs and duration dependence in a model of turnover. Journal of Econometrics ( 1985 ). Kenneth Burdett, Nicholas M. Kiefer, and Sunil Sharma. 1985. Layoffs and duration dependence in a model of turnover. Journal of Econometrics (1985)."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1111\/j.2517-6161.1972.tb00899.x","article-title":"Regression Models and Life-Tables","volume":"34","author":"Cox D. R.","year":"1972","unstructured":"D. R. Cox . 1972 . Regression Models and Life-Tables . Royal Statistical Society Vol. 34 , 2 (1972), 187 -- 220 . D. R. Cox. 1972. Regression Models and Life-Tables. Royal Statistical Society Vol. 34, 2 (1972), 187--220.","journal-title":"Royal Statistical Society"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","unstructured":"Komal Kapoor Mingxuan Sun Jaideep Srivastava and Tao Ye. 2014. A Hazard Based Approach to User Return Time Prediction SIGKDD. 1719--1728. Komal Kapoor Mingxuan Sun Jaideep Srivastava and Tao Ye. 2014. A Hazard Based Approach to User Return Time Prediction SIGKDD. 1719--1728.","DOI":"10.1145\/2623330.2623348"},{"key":"e_1_3_2_1_5_1","volume-title":"Khan and Valentina Bayer Zubek","author":"Faisal","year":"2008","unstructured":"Faisal M. Khan and Valentina Bayer Zubek 2008 . Support Vector Regression for Censored Data (SVRc): A Novel Tool for Survival Analysis ICDM. Faisal M. Khan and Valentina Bayer Zubek 2008. Support Vector Regression for Censored Data (SVRc): A Novel Tool for Survival Analysis ICDM."},{"key":"e_1_3_2_1_6_1","volume-title":"Lee and John Wenyu Wang","author":"Elisa","year":"2003","unstructured":"Elisa T. Lee and John Wenyu Wang 2003 . Statistical Methods for Survival Data Analysis. Wiley .com. Elisa T. Lee and John Wenyu Wang 2003. Statistical Methods for Survival Data Analysis. Wiley.com."},{"key":"e_1_3_2_1_7_1","volume-title":"Mangasarian","author":"Lee YUH-JYE","year":"2001","unstructured":"YUH-JYE Lee and O. L. Mangasarian 2001 . SSVM : A Smooth Support Vector Machine for Classification. Computational Optimization and Applications ( 2001). YUH-JYE Lee and O. L. Mangasarian 2001. SSVM: A Smooth Support Vector Machine for Classification. Computational Optimization and Applications (2001)."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Huayu Li Yong Ge Richang Hong and Hengshu Zhu. 2016. Point-of-Interest Recommendations: Learning Potential Check-ins from Friends KDD. 975--984. Huayu Li Yong Ge Richang Hong and Hengshu Zhu. 2016. Point-of-Interest Recommendations: Learning Potential Check-ins from Friends KDD. 975--984.","DOI":"10.1145\/2939672.2939767"},{"key":"e_1_3_2_1_9_1","unstructured":"Huayu Li Richang Hong Defu Lian Zhiang Wu Meng Wang and Yong Ge. 2016. A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback IJCAI. 1683--1689. Huayu Li Richang Hong Defu Lian Zhiang Wu Meng Wang and Yong Ge. 2016. A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback IJCAI. 1683--1689."},{"key":"e_1_3_2_1_10_1","volume-title":"Reddy","author":"Li Yan","year":"2016","unstructured":"Yan Li , Jie Wang , Jieping Ye , and Chandan K . Reddy . 2016 . A Multi-Task Learning Formulation for Survival Analysis SIGKDD. 1715--1724. Yan Li, Jie Wang, Jieping Ye, and Chandan K. Reddy. 2016. A Multi-Task Learning Formulation for Survival Analysis SIGKDD. 1715--1724."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"Hao Lin Hengshu Zhu Yuan Zuo Chen Zhu Hui Xiong and Junjie Wu 2017. Collaborative Company Profiling: Insights from an Employee's Perspective AAAI. 1417--1423. Hao Lin Hengshu Zhu Yuan Zuo Chen Zhu Hui Xiong and Junjie Wu 2017. Collaborative Company Profiling: Insights from an Employee's Perspective AAAI. 1417--1423.","DOI":"10.1609\/aaai.v31i1.10751"},{"key":"e_1_3_2_1_12_1","volume-title":"Multi-Task Feature Learning Via Efficient l2,1-Norm Minimization. CoRR","author":"Liu Jun","year":"2012","unstructured":"Jun Liu , Shuiwang Ji , and Jieping Ye 2012. Multi-Task Feature Learning Via Efficient l2,1-Norm Minimization. CoRR Vol. abs\/ 1205 .2631 ( 2012 ). Jun Liu, Shuiwang Ji, and Jieping Ye 2012. Multi-Task Feature Learning Via Efficient l2,1-Norm Minimization. CoRR Vol. abs\/1205.2631 (2012)."},{"key":"e_1_3_2_1_13_1","volume-title":"Rosenblum","author":"Liu Ye","year":"2016","unstructured":"Ye Liu , Luming Zhang , Liqiang Nie , Yan Yan , and David S . Rosenblum 2016 . Fortune Teller : Predicting Your Career Path. In AAAI. 201--207. Ye Liu, Luming Zhang, Liqiang Nie, Yan Yan, and David S. Rosenblum 2016. Fortune Teller: Predicting Your Career Path. In AAAI. 201--207."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","unstructured":"Taesup Moon Alex Smola Yi Chang and Zhaohui Zheng. 2010. IntervalRank: Isotonic Regression with Listwise and Pairwise Constraints WSDM. 151--160. Taesup Moon Alex Smola Yi Chang and Zhaohui Zheng. 2010. IntervalRank: Isotonic Regression with Listwise and Pairwise Constraints WSDM. 151--160.","DOI":"10.1145\/1718487.1718507"},{"key":"e_1_3_2_1_15_1","unstructured":"Feiping Nie Heng Huang Xiao Cai and Chris Ding. 2010. Efficient and Robust Feature Selection via Joint \u21132 1-norms Minimization NIPS. 1813--1821. Feiping Nie Heng Huang Xiao Cai and Chris Ding. 2010. Efficient and Robust Feature Selection via Joint \u21132 1-norms Minimization NIPS. 1813--1821."},{"key":"e_1_3_2_1_17_1","unstructured":"Steffen Rendle Christoph Freudenthaler Zeno Gantner and Lars Schmidt-Thieme 2009. BPR: Bayesian personalized ranking from implicit feedback UAI. 452--461. Steffen Rendle Christoph Freudenthaler Zeno Gantner and Lars Schmidt-Thieme 2009. BPR: Bayesian personalized ranking from implicit feedback UAI. 452--461."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.2307\/2392495"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1111\/peps.12039"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2007.93"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression Shrinkage and Selection Via the Lasso","volume":"58","author":"Tibshirani Robert","year":"1994","unstructured":"Robert Tibshirani . 1994 . Regression Shrinkage and Selection Via the Lasso . Journal of the Royal Statistical Society Vol. 58 (1994), 267 -- 288 . Robert Tibshirani. 1994. Regression Shrinkage and Selection Via the Lasso. Journal of the Royal Statistical Society Vol. 58 (1994), 267--288.","journal-title":"Journal of the Royal Statistical Society"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"William Trouleau Azin Ashkan Weicong Ding and Brian Eriksson 2016. Just One More: Modeling Binge Watching Behavior. SIGKDD. 1215--1224. William Trouleau Azin Ashkan Weicong Ding and Brian Eriksson 2016. Just One More: Modeling Binge Watching Behavior. SIGKDD. 1215--1224.","DOI":"10.1145\/2939672.2939792"},{"key":"e_1_3_2_1_23_1","volume-title":"Word Representations: A Simple and General Method for Semi-supervised Learning ACL. 384--394.","author":"Turian Joseph","year":"2010","unstructured":"Joseph Turian , Lev Ratinov , and Yoshua Bengio . 2010 . Word Representations: A Simple and General Method for Semi-supervised Learning ACL. 384--394. Joseph Turian, Lev Ratinov, and Yoshua Bengio. 2010. Word Representations: A Simple and General Method for Semi-supervised Learning ACL. 384--394."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"crossref","unstructured":"Kush R. Varshney Vijil Chenthamarakshan Scott W. Fancher Jun Wang Dongping Fang and Aleksandra Mojsilovi\u00e7 2014. Predicting Employee Expertise for Talent Management in the Enterprise SIGKDD. 1729--1738. Kush R. Varshney Vijil Chenthamarakshan Scott W. Fancher Jun Wang Dongping Fang and Aleksandra Mojsilovi\u00e7 2014. Predicting Employee Expertise for Talent Management in the Enterprise SIGKDD. 1729--1738.","DOI":"10.1145\/2623330.2623337"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","unstructured":"Jian Wang Yi Zhang Christian Posse and Anmol Bhasin. 2013. Is It Time for a Career Switch?. In WSDM. 1377--1388. Jian Wang Yi Zhang Christian Posse and Anmol Bhasin. 2013. Is It Time for a Career Switch?. In WSDM. 1377--1388.","DOI":"10.1145\/2488388.2488509"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/0025-5564(82)90129-8"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","unstructured":"Huang Xu Zhiwen Yu Jingyuan Yang Hui Xiong and Zhu Hengshu 2016. Talent Circle Detection in Job Transition Networks SIGKDD. 655--664. Huang Xu Zhiwen Yu Jingyuan Yang Hui Xiong and Zhu Hengshu 2016. Talent Circle Detection in Job Transition Networks SIGKDD. 655--664.","DOI":"10.1145\/2939672.2939732"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","unstructured":"Jianfei Zhang Lifei Chen Alain Vanasse Josiane Courteau and Shengrui Wang 2016. Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data. In AAAI. 72--78. Jianfei Zhang Lifei Chen Alain Vanasse Josiane Courteau and Shengrui Wang 2016. Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data. In AAAI. 72--78.","DOI":"10.1609\/aaai.v30i1.9999"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"crossref","unstructured":"Liang Zhao Qian Sun Jieping Ye Feng Chen Chang-Tien Lu and Naren Ramakrishnan. 2015. Multi-Task Learning for Spatio-Temporal Event Forecasting SIGKDD. 1503--1512. Liang Zhao Qian Sun Jieping Ye Feng Chen Chang-Tien Lu and Naren Ramakrishnan. 2015. Multi-Task Learning for Spatio-Temporal Event Forecasting SIGKDD. 1503--1512.","DOI":"10.1145\/2783258.2783377"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"crossref","unstructured":"Jiayu Zhou Lei Yuan Jun Liu and Jieping Ye. 2011. A Multi-task Learning Formulation for Predicting Disease Progression SIGKDD. 814--822. Jiayu Zhou Lei Yuan Jun Liu and Jieping Ye. 2011. A Multi-task Learning Formulation for Predicting Disease Progression SIGKDD. 814--822.","DOI":"10.1145\/2020408.2020549"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"crossref","unstructured":"Chen Zhu Hengshu Zhu Hui Xiong Pengliang Ding and Fang Xie 2016. Recruitment Market Trend Analysis with Sequential Latent Variable Models SIGKDD. 383--392. Chen Zhu Hengshu Zhu Hui Xiong Pengliang Ding and Fang Xie 2016. Recruitment Market Trend Analysis with Sequential Latent Variable Models SIGKDD. 383--392.","DOI":"10.1145\/2939672.2939689"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"crossref","unstructured":"Hengshu Zhu Hui Xiong Fangshuang Tang Qi Liu Yong Ge Enhong Chen and Yanjie Fu 2016. Days on Market: Measuring Liquidity in Real Estate Markets SIGKDD. 393--402. Hengshu Zhu Hui Xiong Fangshuang Tang Qi Liu Yong Ge Enhong Chen and Yanjie Fu 2016. Days on Market: Measuring Liquidity in Real Estate Markets SIGKDD. 393--402.","DOI":"10.1145\/2939672.2939686"}],"event":{"name":"KDD '17: The 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"Halifax NS Canada","acronym":"KDD '17","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3097983.3098107","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3097983.3098107","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T20:37:44Z","timestamp":1750797464000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3097983.3098107"}},"subtitle":["A Survival Analysis Perspective"],"short-title":[],"issued":{"date-parts":[[2017,8,4]]},"references-count":31,"alternative-id":["10.1145\/3097983.3098107","10.1145\/3097983"],"URL":"https:\/\/doi.org\/10.1145\/3097983.3098107","relation":{},"subject":[],"published":{"date-parts":[[2017,8,4]]},"assertion":[{"value":"2017-08-04","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}