{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T17:59:41Z","timestamp":1772906381630,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,7,25]],"date-time":"2019-07-25T00:00:00Z","timestamp":1564012800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Natural Science Foundation of China","award":["91746301"],"award-info":[{"award-number":["91746301"]}]},{"name":"National Natural Science Foundation of China","award":["71531001"],"award-info":[{"award-number":["71531001"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,7,25]]},"DOI":"10.1145\/3292500.3330969","type":"proceedings-article","created":{"date-parts":[[2019,7,26]],"date-time":"2019-07-26T13:17:26Z","timestamp":1564147046000},"page":"14-24","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":55,"title":["A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction"],"prefix":"10.1145","author":[{"given":"Qingxin","family":"Meng","sequence":"first","affiliation":[{"name":"Rutgers-The State University of New Jersey, Newark, NJ, USA"}]},{"given":"Hengshu","family":"Zhu","sequence":"additional","affiliation":[{"name":"Talent Intelligence Center, Baidu Inc., Beijing, China"}]},{"given":"Keli","family":"Xiao","sequence":"additional","affiliation":[{"name":"Stony Brook University, Stony Brook, NY, USA"}]},{"given":"Le","family":"Zhang","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}]},{"given":"Hui","family":"Xiong","sequence":"additional","affiliation":[{"name":"Rutgers-The State University of New Jersey & Baidu Inc., Newark, NJ, USA"}]}],"member":"320","published-online":{"date-parts":[[2019,7,25]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","volume-title":"Continuous-time Markov chains: An applications-oriented approach","author":"Anderson William J","DOI":"10.1007\/978-1-4612-3038-0"},{"key":"e_1_3_2_1_2_1","volume-title":"Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473","author":"Bahdanau Dzmitry","year":"2014"},{"key":"e_1_3_2_1_3_1","first-page":"775","article-title":"The migration decision: What role does job mobility play","volume":"69","author":"Bartel Ann P","year":"1979","journal-title":"The American Economic Review"},{"key":"e_1_3_2_1_4_1","volume-title":"Dzmitry Bahdanau, and Yoshua Bengio.","author":"Cho Kyunghyun","year":"2014"},{"key":"e_1_3_2_1_5_1","volume-title":"Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio.","author":"Cho Kyunghyun","year":"2014"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939875"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018719"},{"key":"e_1_3_2_1_9_1","volume-title":"Point processes and their statistical inference","author":"Karr Alan"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1177\/001979399504900108"},{"key":"e_1_3_2_1_11_1","unstructured":"John Lafferty Andrew McCallum and Fernando CN Pereira. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. (2001).  John Lafferty Andrew McCallum and Fernando CN Pereira. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. (2001)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098107"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054200"},{"key":"e_1_3_2_1_14_1","first-page":"201","article-title":"Fortune Teller: Predicting Your Career Path","volume":"2016","author":"Liu Ye","year":"2016","journal-title":"AAAI"},{"key":"e_1_3_2_1_15_1","volume-title":"Addressing the rare word problem in neural machine translation. ACL","author":"Luong Minh-Thang","year":"2015"},{"key":"e_1_3_2_1_16_1","unstructured":"Hongyuan Mei and Jason M Eisner. 2017. The neural hawkes process: A neurally self-modulating multivariate point process. In Advances in Neural Information Processing Systems. 6754--6764.   Hongyuan Mei and Jason M Eisner. 2017. The neural hawkes process: A neurally self-modulating multivariate point process. In Advances in Neural Information Processing Systems. 6754--6764."},{"key":"e_1_3_2_1_17_1","volume-title":"Intelligent Salary Benchmarking for Talent Recruitment: A Holistic Matrix Factorization Approach. In 2018 IEEE International Conference on Data Mining (ICDM). IEEE, 337--346","author":"Meng Qingxin","year":"2018"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00148-009-0296-x"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210025"},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks. ELRA, Valletta, Malta, 45--50","author":"Radim"},{"key":"e_1_3_2_1_21_1","volume-title":"Deep Recurrent Survival Analysis. AAAI","author":"Ren Kan","year":"2019"},{"key":"e_1_3_2_1_22_1","volume-title":"Job mobility and career processes. Annual review of Sociology","author":"Rosenfeld Rachel A","year":"1992"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"Dazhong Shen Hengshu Zhu Chen Zhu Tong Xu Chao Ma and Hui Xiong. 2018. A Joint Learning Approach to Intelligent Job Interview Assessment.. In IJCAI. 3542--3548.   Dazhong Shen Hengshu Zhu Chen Zhu Tong Xu Chao Ma and Hui Xiong. 2018. A Joint Learning Approach to Intelligent Job Interview Assessment.. In IJCAI. 3542--3548.","DOI":"10.24963\/ijcai.2018\/492"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.2307\/2118478"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jwb.2005.08.005"},{"key":"e_1_3_2_1_26_1","volume-title":"Job mobility and social ties: Social resources, prior job, and status attainment. American Sociological Review","author":"Wegener Bernd","year":"1991"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2015.122"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939732"},{"key":"e_1_3_2_1_29_1","volume-title":"Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling","author":"Xu Huang","year":"2018"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220111"},{"key":"e_1_3_2_1_31_1","volume-title":"CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining. In 2018 IEEE International Conference on Data Mining (ICDM). IEEE, 757--766","author":"Zhang Liang","year":"2018"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939689"}],"event":{"name":"KDD '19: The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Anchorage AK USA","acronym":"KDD '19","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 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3292500.3330969","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3292500.3330969","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:26:04Z","timestamp":1750206364000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3292500.3330969"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,25]]},"references-count":32,"alternative-id":["10.1145\/3292500.3330969","10.1145\/3292500"],"URL":"https:\/\/doi.org\/10.1145\/3292500.3330969","relation":{},"subject":[],"published":{"date-parts":[[2019,7,25]]},"assertion":[{"value":"2019-07-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}