{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T06:31:23Z","timestamp":1760596283579,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319557526"},{"type":"electronic","value":"9783319557533"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-55753-3_9","type":"book-chapter","created":{"date-parts":[[2017,3,21]],"date-time":"2017-03-21T03:38:10Z","timestamp":1490067490000},"page":"131-147","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Semi-Supervised Network Embedding"],"prefix":"10.1007","author":[{"given":"Chaozhuo","family":"Li","sequence":"first","affiliation":[]},{"given":"Zhoujun","family":"Li","sequence":"additional","affiliation":[]},{"given":"Senzhang","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Yang","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Xiaoming","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Jianshe","family":"Zhou","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,3,22]]},"reference":[{"key":"9_CR1","doi-asserted-by":"crossref","unstructured":"Ahmed, A., Shervashidze, N., Narayanamurthy, S., Josifovski, V., Smola, A.J.: Distributed large-scale natural graph factorization. In: WWW, pp. 37\u201348 (2013)","DOI":"10.1145\/2488388.2488393"},{"issue":"6","key":"9_CR2","doi-asserted-by":"publisher","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M Belkin","year":"2003","unstructured":"Belkin, M., Niyogi, P.: Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput. 15(6), 1373\u20131396 (2003)","journal-title":"Neural Comput."},{"key":"9_CR3","doi-asserted-by":"crossref","unstructured":"Bhagat, S., Cormode, G., Muthukrishnan, S.: Node classification in social networks. In: Social Network Data Analytics, pp. 115\u2013148. Springer, US (2011)","DOI":"10.1007\/978-1-4419-8462-3_5"},{"key":"9_CR4","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1007\/978-3-319-31753-3_11","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"J Cao","year":"2016","unstructured":"Cao, J., Wang, S., Qiao, F., Wang, H., Wang, F., Yu, P.S.: User-guided large attributed graph clustering with multiple sparse annotations. In: Bailey, J., Khan, L., Washio, T., Dobbie, G., Huang, J.Z., Wang, R. (eds.) PAKDD 2016. LNCS (LNAI), vol. 9651, pp. 127\u2013138. Springer, Cham (2016). doi: 10.1007\/978-3-319-31753-3_11"},{"key":"9_CR5","doi-asserted-by":"crossref","unstructured":"Cao, S., Lu, W., Grarep, Q.: Learning graph representations with global structural information. In: CIKM, pp. 891\u2013900. ACM, New York (2015)","DOI":"10.1145\/2806416.2806512"},{"key":"9_CR6","doi-asserted-by":"crossref","unstructured":"Cha, M., Haddadi, H., Benevenuto, F., Gummadi, P.K.: Measuring user influence in twitter: the million follower fallacy. In: ICWSM 2010 (2010)","DOI":"10.1609\/icwsm.v4i1.14033"},{"key":"9_CR7","doi-asserted-by":"crossref","unstructured":"Chang, S., Han, W., Tang, J., Qi, G.-J., Aggarwal, C.C., Huang, T.S.: Heterogeneous network embedding via deep architectures. In: KDD, pp. 119\u2013128. ACM, New York (2015)","DOI":"10.1145\/2783258.2783296"},{"key":"9_CR8","first-page":"2493","volume":"12","author":"R Collobert","year":"2011","unstructured":"Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., Kuksa, P.: Natural language processing (almost) from scratch. JMLR 12, 2493\u20132537 (2011)","journal-title":"JMLR"},{"key":"9_CR9","doi-asserted-by":"crossref","unstructured":"Grover, A., Leskovec, J.: node2vec: Scalable feature learning for networks. In: KDD (2016)","DOI":"10.1145\/2939672.2939754"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Liben-Nowell, D., Kleinberg, J.: The link prediction problem for social networks. In: CIKM, pp. 1019\u20131031 (2003)","DOI":"10.1145\/956863.956972"},{"issue":"7","key":"9_CR11","doi-asserted-by":"publisher","first-page":"1019","DOI":"10.1002\/asi.20591","volume":"58","author":"D Liben-Nowell","year":"2007","unstructured":"Liben-Nowell, D., Kleinberg, J.: The link-prediction problem for social networks. J. Am. Soc. Inf. Sci. Technol. 58(7), 1019\u20131031 (2007)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"key":"9_CR12","unstructured":"Mikolov, T., Chen, K., Corrado, G., Dean, J.: Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781 (2013)"},{"key":"9_CR13","unstructured":"Morin, F., Bengio, Y.: Hierarchical probabilistic neural network language model. In: Aistats, vol. 5, pp. 246\u2013252. Citeseer (2005)"},{"key":"9_CR14","doi-asserted-by":"crossref","unstructured":"Perozzi, B., Al-Rfou, R., Skiena, S.: Deepwalk: Online learning of social representations. In: KDD, pp. 701\u2013710. ACM, New York (2014)","DOI":"10.1145\/2623330.2623732"},{"issue":"5500","key":"9_CR15","doi-asserted-by":"publisher","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"ST Roweis","year":"2000","unstructured":"Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science 290(5500), 2323\u20132326 (2000)","journal-title":"Science"},{"key":"9_CR16","doi-asserted-by":"crossref","unstructured":"Taghipour, K., Ng, H.T.: Semi-supervised word sense disambiguation using word embeddings in general and specific domains. In: NAACL, pp. 314\u2013323 (2015)","DOI":"10.3115\/v1\/N15-1035"},{"key":"9_CR17","doi-asserted-by":"crossref","unstructured":"Tang, J., Qu, M., Wang, M., Zhang, M., Yan, J., Mei, Q.: Line: Large-scale information network embedding. In: WWW, pp. 1067\u20131077 (2015)","DOI":"10.1145\/2736277.2741093"},{"key":"9_CR18","unstructured":"Tang, L., Liu, H.: Leveraging social media networks for classification. In: CIKM, pp. 1107\u20131116 (2009)"},{"issue":"3","key":"9_CR19","doi-asserted-by":"publisher","first-page":"447","DOI":"10.1007\/s10618-010-0210-x","volume":"23","author":"L Tang","year":"2011","unstructured":"Tang, L., Liu, H.: Leveraging social media networks for classification. Data Min. Knowl. Disc. 23(3), 447\u2013478 (2011)","journal-title":"Data Min. Knowl. Disc."},{"key":"9_CR20","unstructured":"Tropp, A., Halko, N., Martinsson, P.: Finding structure with randomness: Stochastic algorithms for constructing approximate matrix decompositions. Technical report (2009)"},{"key":"9_CR21","doi-asserted-by":"crossref","unstructured":"Wang, D., Cui, P., Zhu, W.: Structural deep network embedding. In: KDD (2016)","DOI":"10.1145\/2939672.2939753"},{"key":"9_CR22","unstructured":"Wang, L., Dyer, C., Black, A., Trancoso, I.: Two\/too simple adaptations of word2vec for syntax problems. In: NAACL, pp. 1299\u20131304 (2015)"},{"key":"9_CR23","doi-asserted-by":"crossref","unstructured":"Wang, S., Hu, X., Yu, P.S., Li, Z.: Mmrate: inferring multi-aspect diffusion networks with multi-pattern cascades. In: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1246\u20131255 (2014)","DOI":"10.1145\/2623330.2623728"},{"issue":"1","key":"9_CR24","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1109\/TPAMI.2007.250598","volume":"29","author":"S Yan","year":"2007","unstructured":"Yan, S., Xu, D., Zhang, B., Zhang, H.-J., Yang, Q., Lin, S.: Graph embedding and extensions: a general framework for dimensionality reduction. IEEE Trans. Pattern Anal. Mach. Intell. 29(1), 40\u201351 (2007)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"9_CR25","unstructured":"Yang, C., Liu, Z., Zhao, D., Sun, M., Chang, E.Y.: Network representation learning with rich text information. In: IJCAI, pp. 2111\u20132117 (2015)"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-55753-3_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,22]],"date-time":"2023-08-22T18:51:23Z","timestamp":1692730283000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-55753-3_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319557526","9783319557533"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-55753-3_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"22 March 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DASFAA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Database Systems for Advanced Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Suzhou","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 March 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 March 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dasfaa2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ada.suda.edu.cn\/dasfaa2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}