{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T19:19:37Z","timestamp":1725823177032},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319210414"},{"type":"electronic","value":"9783319210421"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-21042-1_8","type":"book-chapter","created":{"date-parts":[[2015,6,5]],"date-time":"2015-06-05T10:12:18Z","timestamp":1433499138000},"page":"96-108","source":"Crossref","is-referenced-by-count":0,"title":["Batch Mode Active Learning for Networked Data with Optimal Subset Selection"],"prefix":"10.1007","author":[{"given":"Haihui","family":"Xu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pengpeng","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Victor S.","family":"Sheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guanfeng","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiming","family":"Cui","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,6,6]]},"reference":[{"key":"8_CR1","unstructured":"Baldridge, J., Osborne, M.: Active learning and the total cost of annotation. In: EMNLP 2004, A meeting of SIGDAT, pp. 9\u201316 (2004)"},{"key":"8_CR2","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1613\/jair.295","volume":"4","author":"DA Cohn","year":"1996","unstructured":"Cohn, D.A., Ghahramani, Z., Jordan, M.I.: Active learning with statistical models. J. Artif. Intell. Res. (JAIR) 4, 129\u2013145 (1996)","journal-title":"J. Artif. Intell. Res. (JAIR)"},{"key":"8_CR3","doi-asserted-by":"crossref","unstructured":"Macskassy, S.A.: Using graph-based metrics with empirical risk minimization to speed up active learning on networked data. In: KDDM 2009, pp. 597\u2013606. ACM (2009)","DOI":"10.1145\/1557019.1557087"},{"key":"8_CR4","doi-asserted-by":"crossref","unstructured":"Shi, L., Zhao, Y., Tang, J.: Batch mode active learning for networked data. ACM Transactions on Intelligent Systems and Technology (TIST) 3(2), 33 (2012)","DOI":"10.1145\/2089094.2089109"},{"key":"8_CR5","doi-asserted-by":"crossref","unstructured":"Yang, Z., Tang, J., Xu, B., Xing, C.: Active learning for networked data based on non-progressive diffusion model. In: Proceedings of the 7th ACM International Conference on Web Search and Data Mining, pp. 363\u2013372. ACM (2014)","DOI":"10.1145\/2556195.2556223"},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Joshi, A.J., Porikli, F., Papanikolopoulos, N.: Multi-class active learning for image classification. In: CVPR 2009, pp. 2372\u20132379. IEEE (2009)","DOI":"10.1109\/CVPRW.2009.5206627"},{"key":"8_CR7","doi-asserted-by":"crossref","unstructured":"Melville, P., Mooney, R.J.: Diverse ensembles for active learning. In: Proceedings of the Twenty-First International Conference on Machine Learning, p. 74. ACM (2004)","DOI":"10.1145\/1015330.1015385"},{"key":"8_CR8","doi-asserted-by":"crossref","unstructured":"Jensen, D., Neville, J., Gallagher, B.: Why collective inference improves relational classification. In: KDDM 2004, pp. 593\u2013598. ACM (2004)","DOI":"10.1145\/1014052.1014125"},{"key":"8_CR9","doi-asserted-by":"crossref","unstructured":"Hu, X., Tang, J., Gao, H., Liu, H.: Actnet: Active learning for networked texts in microblogging. In: SDM, pp. 306\u2013314. SIAM (2013)","DOI":"10.1137\/1.9781611972832.34"},{"key":"8_CR10","unstructured":"Cesa-Bianchi, N., Gentile, C., Vitale, F., Zappella, G.: Active learning on trees and graphs. arXiv preprint \n                      arXiv:1301.5112\n                      \n                     (2013)"},{"key":"8_CR11","doi-asserted-by":"crossref","unstructured":"Fang, M., Yin, J., Zhang, C., Zhu, X., Fang, M., Yin, J., Zhu, X., Zhang, C.: Active class discovery and learning for networked data. In: SDM, pp. 315\u2013323. SIAM (2013)","DOI":"10.1137\/1.9781611972832.35"},{"key":"8_CR12","unstructured":"Bilgic, M., Mihalkova, L., Getoor, L.: Active learning for networked data. In: ICML 2010, pp. 79\u201386 (2010)"},{"issue":"2","key":"8_CR13","doi-asserted-by":"publisher","first-page":"270","DOI":"10.1007\/s10618-012-0274-x","volume":"25","author":"H Zhuang","year":"2012","unstructured":"Zhuang, H., Tang, J., Tang, W., Lou, T., Chin, A., Wang, X.: Actively learning to infer social ties. Data Mining and Knowledge Discovery 25(2), 270\u2013297 (2012)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"8_CR14","doi-asserted-by":"crossref","unstructured":"Newman, M.: Networks: an introduction. Oxford University Press (2010)","DOI":"10.1093\/acprof:oso\/9780199206650.003.0001"},{"key":"8_CR15","doi-asserted-by":"crossref","unstructured":"Freeman, L.C.: A set of measures of centrality based on betweenness. Sociometry, 35\u201341 (1977)","DOI":"10.2307\/3033543"},{"issue":"2","key":"8_CR16","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1016\/j.socnet.2007.11.001","volume":"30","author":"U Brandes","year":"2008","unstructured":"Brandes, U.: On variants of shortest-path betweenness centrality and their generic computation. Social Networks 30(2), 136\u2013145 (2008)","journal-title":"Social Networks"},{"issue":"2","key":"8_CR17","doi-asserted-by":"publisher","first-page":"464","DOI":"10.1109\/TSMCB.2012.2209177","volume":"43","author":"Y Fu","year":"2013","unstructured":"Fu, Y., Zhu, X., Elmagarmid, A.K.: Active learning with optimal instance subset selection. IEEE Transactions on Cybernetics 43(2), 464\u2013475 (2013)","journal-title":"IEEE Transactions on Cybernetics"},{"issue":"6","key":"8_CR18","doi-asserted-by":"publisher","first-page":"1115","DOI":"10.1145\/227683.227684","volume":"42","author":"MX Goemans","year":"1995","unstructured":"Goemans, M.X., Williamson, D.P.: Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming. Journal of the ACM (JACM) 42(6), 1115\u20131145 (1995)","journal-title":"Journal of the ACM (JACM)"},{"key":"8_CR19","unstructured":"Fujisawa, K., Kojima, M., Nakata, K.: Sdpa (semidefinite programming algorithm) user manual-version 4.10. Department of Mathematical and Computing Science, Tokyo Institute of Technology, Research Report, Tokyo (1998)"},{"issue":"3","key":"8_CR20","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1609\/aimag.v29i3.2157","volume":"29","author":"P Sen","year":"2008","unstructured":"Sen, P., Namata, G.M., Bilgic, M., Getoor, L., Gallagher, B., Eliassi-Rad, T.: Collective classification in network data. AI Magazine 29(3), 93\u2013106 (2008)","journal-title":"AI Magazine"},{"key":"8_CR21","doi-asserted-by":"crossref","unstructured":"Chang, C.C., Lin, C.J.: Libsvm: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology (TIST) 2(3), 27 (2011)","DOI":"10.1145\/1961189.1961199"}],"container-title":["Lecture Notes in Computer Science","Web-Age Information Management"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-21042-1_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T00:08:40Z","timestamp":1559174920000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-21042-1_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319210414","9783319210421"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-21042-1_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]}}}