{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T04:41:14Z","timestamp":1777696874202,"version":"3.51.4"},"publisher-location":"New York, New York, USA","reference-count":24,"publisher":"ACM Press","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1145\/3041021.3054159","type":"proceedings-article","created":{"date-parts":[[2018,1,11]],"date-time":"2018-01-11T18:39:25Z","timestamp":1515695965000},"page":"303-310","source":"Crossref","is-referenced-by-count":23,"title":["Shifu"],"prefix":"10.1145","author":[{"given":"Wei","family":"Wang","sequence":"first","affiliation":[{"name":"Dalian University of Technology, Dalian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiaying","family":"Liu","sequence":"additional","affiliation":[{"name":"Dalian University of Technology, Dalian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng","family":"Xia","sequence":"additional","affiliation":[{"name":"Dalian University of Technology, Dalian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Irwin","family":"King","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong, Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanghang","family":"Tong","sequence":"additional","affiliation":[{"name":"Arizona State University, Phoenix, AZ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","reference":[{"key":"key-10.1145\/3041021.3054159-1","doi-asserted-by":"crossref","unstructured":"R Dean Malmgren, Julio M Ottino, and Lu&#237;s A Nunes Amaral. The role of mentorship in prot&#233;g&#233; performance. Nature, 465(7298):622--626, 2010.","DOI":"10.1038\/nature09040"},{"key":"key-10.1145\/3041021.3054159-2","unstructured":"Georgia T Chao, Patm Walz, and Philip D Gardner. Formal and informal mentorships: A comparison on mentoring functions and contrast with nonmentored counterparts. Personnel Psychology, 45(3):619--636, 1992."},{"key":"key-10.1145\/3041021.3054159-3","doi-asserted-by":"crossref","unstructured":"Tammy D Allen, Mark L Poteet, Joyce EA Russell, and Gregory H Dobbins. A field study of factors related to supervisors' willingness to mentor others. Journal of Vocational Behavior, 50(1):1--22, 1997.","DOI":"10.1006\/jvbe.1995.1525"},{"key":"key-10.1145\/3041021.3054159-4","doi-asserted-by":"crossref","unstructured":"Stewart I Donaldson, Ellen A Ensher, and Elisa J Grant-Vallone. Longitudinal examination of mentoring relationships on organizational commitment and citizenship behavior. Journal of Career Development, 26(4):233--249, 2000.","DOI":"10.1177\/089484530002600401"},{"key":"key-10.1145\/3041021.3054159-5","doi-asserted-by":"crossref","unstructured":"Seref Sagiroglu and Duygu Sinanc. Big data: A review. In Collaboration Technologies and Systems (CTS), 2013 International Conference on, pages 42--47. IEEE, 2013.","DOI":"10.1109\/CTS.2013.6567202"},{"key":"key-10.1145\/3041021.3054159-6","doi-asserted-by":"crossref","unstructured":"Kyle Williams, Jian Wu, Sagnik Ray Choudhury, Madian Khabsa, and C Lee Giles. Scholarly big data information extraction and integration in the citeseer &#967; digital library. In Data Engineering Workshops (ICDEW), 2014 IEEE 30th International Conference on, pages 68--73. IEEE, 2014.","DOI":"10.1109\/ICDEW.2014.6818305"},{"key":"key-10.1145\/3041021.3054159-7","unstructured":"Yisheng Lv, Yanjie Duan, Wenwen Kang, Zhengxi Li, and Fei-Yue Wang. Traffic flow prediction with big data: A deep learning approach. IEEE Transactions on Intelligent Transportation Systems, 16(2):865--873, 2015."},{"key":"key-10.1145\/3041021.3054159-8","doi-asserted-by":"crossref","unstructured":"M. E. J Newman. Coauthorship networks and patterns of scientific collaboration. Proceedings of the national academy of sciences, 101(suppl 1):5200--5205, 2004.","DOI":"10.1073\/pnas.0307545100"},{"key":"key-10.1145\/3041021.3054159-9","doi-asserted-by":"crossref","unstructured":"Mark Newman. The structure of scientific collaboration networks. Proceedings of the National Academy of Sciences, 98(2):404--409, 2001.","DOI":"10.1073\/pnas.98.2.404"},{"key":"key-10.1145\/3041021.3054159-10","doi-asserted-by":"crossref","unstructured":"M. E. J Newman. Scientific collaboration networks. ii. shortest paths, weighted networks, and centrality. Physical Review E, 64(1):016132, 2001.","DOI":"10.1103\/PhysRevE.64.016132"},{"key":"key-10.1145\/3041021.3054159-11","doi-asserted-by":"crossref","unstructured":"Mark Newman. Ego-centered networks and the ripple effect. Social Networks, 25(1):83--95, 2003.","DOI":"10.1016\/S0378-8733(02)00039-4"},{"key":"key-10.1145\/3041021.3054159-12","doi-asserted-by":"crossref","unstructured":"Alexander Michael Petersen. Quantifying the impact of weak, strong, and super ties in scientific careers. Proceedings of the National Academy of Sciences, 112(34):E4671--E4680, 2015.","DOI":"10.1073\/pnas.1501444112"},{"key":"key-10.1145\/3041021.3054159-13","doi-asserted-by":"crossref","unstructured":"Yann LeCun, Yoshua Bengio, and Geoffrey Hinton. Deep learning. Nature, 521(7553):436--444, 2015.","DOI":"10.1038\/nature14539"},{"key":"key-10.1145\/3041021.3054159-14","doi-asserted-by":"crossref","unstructured":"Geoffrey E Hinton and Ruslan R Salakhutdinov. Reducing the dimensionality of data with neural networks. Science, 313(5786):504--507, 2006.","DOI":"10.1126\/science.1127647"},{"key":"key-10.1145\/3041021.3054159-15","doi-asserted-by":"crossref","unstructured":"Ian Lenz, Honglak Lee, and Ashutosh Saxena. Deep learning for detecting robotic grasps. The International Journal of Robotics Research, 34(4--5):705--724, 2015.","DOI":"10.1177\/0278364914549607"},{"key":"key-10.1145\/3041021.3054159-16","doi-asserted-by":"crossref","unstructured":"Pascal Vincent, Hugo Larochelle, Yoshua Bengio, and Pierre-Antoine Manzagol. Extracting and composing robust features with denoising autoencoders. In Proceedings of the 25th International Conference on Machine learning, pages 1096--1103. ACM, 2008.","DOI":"10.1145\/1390156.1390294"},{"key":"key-10.1145\/3041021.3054159-17","doi-asserted-by":"crossref","unstructured":"Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu, and Jingyi Guo. Mining advisor-advisee relationships from research publication networks. In Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 203--212. ACM, 2010.","DOI":"10.1145\/1835804.1835833"},{"key":"key-10.1145\/3041021.3054159-18","unstructured":"Christopher P Diehl, Galileo Namata, and Lise Getoor. Relationship identification for social network discovery. In AAAI, volume 22, pages 546--552, 2007."},{"key":"key-10.1145\/3041021.3054159-19","doi-asserted-by":"crossref","unstructured":"Rahman O Oloritun, Anmol Madan, Alex Pentland, and Inas Khayal. Identifying close friendships in a sensed social network. Procedia-Social and Behavioral Sciences, 79:18--26, 2013.","DOI":"10.1016\/j.sbspro.2013.05.054"},{"key":"key-10.1145\/3041021.3054159-20","doi-asserted-by":"crossref","unstructured":"Michael Steurer and Christoph Trattner. Acquaintance or partner?: predicting partnership in online and location-based social networks. In Proceedings of the 2013 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining, pages 372--379. ACM, 2013.","DOI":"10.1145\/2492517.2492562"},{"key":"key-10.1145\/3041021.3054159-21","unstructured":"Pascal Vincent, Hugo Larochelle, Isabelle Lajoie, Yoshua Bengio, and Pierre-Antoine Manzagol. Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion. The Journal of Machine Learning Research, 11:3371--3408, 2010."},{"key":"key-10.1145\/3041021.3054159-22","doi-asserted-by":"crossref","unstructured":"Geoffrey E Hinton, Simon Osindero, and Yee-Whye Teh. A fast learning algorithm for deep belief nets. Neural computation, 18(7):1527--1554, 2006.","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"key-10.1145\/3041021.3054159-23","doi-asserted-by":"crossref","unstructured":"Jie Tang, Sen Wu, Jimeng Sun, and Hang Su. Cross-domain collaboration recommendation. In Proceedings of the 18th ACM SIGKDD international conference on Knowledge Discovery and Data Mining, pages 1285--1293. ACM, 2012.","DOI":"10.1145\/2339530.2339730"},{"key":"key-10.1145\/3041021.3054159-24","doi-asserted-by":"crossref","unstructured":"Giseli Rabello Lopes, Mirella M Moro, Leandro Krug Wives, and Jos&#233; Palazzo Moreira De Oliveira. Collaboration recommendation on academic social networks. In Advances in Conceptual Modeling--Applications and Challenges, pages 190--199. Springer, 2010.","DOI":"10.1007\/978-3-642-16385-2_24"}],"event":{"name":"the 26th International Conference","location":"Perth, Australia","acronym":"WWW '17 Companion","number":"26","sponsor":["SIGWEB, ACM Special Interest Group on Hypertext, Hypermedia, and Web","IW3C2, International World Wide Web Conference Committee"],"start":{"date-parts":[[2017,4,3]]},"end":{"date-parts":[[2017,4,7]]}},"container-title":["Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3041021.3054159","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/dl.acm.org\/ft_gateway.cfm?id=3054159&ftid=1865248&dwn=1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:03:18Z","timestamp":1750215798000},"score":1,"resource":{"primary":{"URL":"http:\/\/dl.acm.org\/citation.cfm?doid=3041021.3054159"}},"subtitle":["Deep Learning Based Advisor-advisee Relationship Mining in Scholarly Big Data"],"proceedings-subject":"World Wide Web Companion","short-title":[],"issued":{"date-parts":[[2017]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1145\/3041021.3054159","relation":{},"subject":[],"published":{"date-parts":[[2017]]}}}