{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T10:26:00Z","timestamp":1725791160768},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319060279"},{"type":"electronic","value":"9783319060286"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-06028-6_33","type":"book-chapter","created":{"date-parts":[[2014,3,24]],"date-time":"2014-03-24T09:24:27Z","timestamp":1395653067000},"page":"398-411","source":"Crossref","is-referenced-by-count":1,"title":["Local Linear Matrix Factorization for Document Modeling"],"prefix":"10.1007","author":[{"given":"Lu","family":"Bai","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiafeng","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanyan","family":"Lan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xueqi","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"33_CR1","first-page":"1981","volume":"9","author":"E.M. Airoldi","year":"2008","unstructured":"Airoldi, E.M., Blei, D.M., Fienberg, S.E., Xing, E.P.: Mixed membership stochastic blockmodels. J. Mach. Learn. Res.\u00a09, 1981\u20132014 (2008)","journal-title":"J. Mach. Learn. Res."},{"key":"33_CR2","unstructured":"Albright, R., Cox, J., Duling, D., Langville, A.N., Meyer, C.D.: Algorithms, initializations, and convergence for the nonnegative matrix factorization. Matrix\u00a0(919), 1\u201318 (2006)"},{"key":"33_CR3","first-page":"33","volume-title":"ICML 2007","author":"G. Andrew","year":"2007","unstructured":"Andrew, G., Gao, J.: Scalable training of l1-regularized log-linear models. In: ICML 2007, pp. 33\u201340. ACM, New York (2007)"},{"key":"33_CR4","first-page":"2003","volume":"3","author":"D.M. Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I., Lafferty, J.: Latent dirichlet allocation. Journal of Machine Learning Research\u00a03 (2003)","journal-title":"Journal of Machine Learning Research"},{"issue":"6","key":"33_CR5","doi-asserted-by":"publisher","first-page":"902","DOI":"10.1109\/TKDE.2010.165","volume":"23","author":"D. Cai","year":"2011","unstructured":"Cai, D., He, X., Han, J.: Locally consistent concept factorization for document clustering. IEEE Transactions on Knowledge and Data Engineering\u00a023(6), 902\u2013913 (2011)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"8","key":"33_CR6","doi-asserted-by":"publisher","first-page":"1548","DOI":"10.1109\/TPAMI.2010.231","volume":"33","author":"D. Cai","year":"2011","unstructured":"Cai, D., He, X., Han, J., Huang, T.S.: Graph regularized nonnegative matrix factorization for data representation. IEEE Trans. Pattern Anal. Mach. Intell.\u00a033(8), 1548\u20131560 (2011)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"33_CR7","first-page":"911","volume-title":"CIKM 2008","author":"D. Cai","year":"2008","unstructured":"Cai, D., Mei, Q., Han, J., Zhai, C.: Modeling hidden topics on document manifold. In: CIKM 2008, pp. 911\u2013920. ACM, New York (2008)"},{"key":"33_CR8","first-page":"105","volume-title":"ICML 2009","author":"D. Cai","year":"2009","unstructured":"Cai, D., Wang, X., He, X.: Probabilistic dyadic data analysis with local and global consistency. In: ICML 2009, pp. 105\u2013112. ACM, New York (2009)"},{"issue":"6","key":"33_CR9","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"S.C. Deerwester","year":"1990","unstructured":"Deerwester, S.C., Dumais, S.T., Landauer, T.K., Furnas, G.W., Harshman, R.A.: Indexing by latent semantic analysis. JASIS\u00a041(6), 391\u2013407 (1990)","journal-title":"JASIS"},{"issue":"8","key":"33_CR10","doi-asserted-by":"publisher","first-page":"3913","DOI":"10.1016\/j.csda.2008.01.011","volume":"52","author":"C. Ding","year":"2008","unstructured":"Ding, C., Li, T., Peng, W.: On the equivalence between non-negative matrix factorization and probabilistic latent semantic indexing. Comput. Stat. Data Anal.\u00a052(8), 3913\u20133927 (2008)","journal-title":"Comput. Stat. Data Anal."},{"issue":"suppl. 1","key":"33_CR11","first-page":"5220","volume":"101","author":"E. Erosheva","year":"2004","unstructured":"Erosheva, E., Fienberg, S., Lafferty, J.: Mixed-membership models of scientific publications\u00a0101(suppl. 1), 5220\u20135227 (2004)","journal-title":"Mixed-membership models of scientific publications"},{"key":"33_CR12","first-page":"601","volume-title":"SIGIR 2005","author":"E. Gaussier","year":"2005","unstructured":"Gaussier, E., Goutte, C.: Relation between plsa and nmf and implications. In: SIGIR 2005, pp. 601\u2013602. ACM, New York (2005)"},{"key":"33_CR13","unstructured":"Hofmann, T.: Unsupervised learning by probabilistic latent semantic analysis. In: Machine Learning (2001)"},{"key":"33_CR14","first-page":"653","volume-title":"KDD 2010","author":"S. Huh","year":"2010","unstructured":"Huh, S., Fienberg, S.E.: Discriminative topic modeling based on manifold learning. In: KDD 2010, pp. 653\u2013662. ACM, New York (2010)"},{"issue":"6755","key":"33_CR15","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"D.D. Lee","year":"1999","unstructured":"Lee, D.D., Seung, H.S.: Learning the parts of objects by non-negative matrix factorization. Nature\u00a0401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"key":"33_CR16","first-page":"542","volume-title":"KDD 2008","author":"R.M. Nallapati","year":"2008","unstructured":"Nallapati, R.M., Ahmed, A., Xing, E.P., Cohen, W.W.: Joint latent topic models for text and citations. In: KDD 2008, pp. 542\u2013550. ACM, New York (2008)"},{"key":"33_CR17","doi-asserted-by":"publisher","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"S.T. Roweis","year":"2000","unstructured":"Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. SCIENCE\u00a0290, 2323\u20132326 (2000)","journal-title":"SCIENCE"},{"key":"33_CR18","unstructured":"Salakhutdinov, R., Mnih, A.: Probabilistic matrix factorization. In: NIPS (2007)"},{"key":"33_CR19","doi-asserted-by":"crossref","unstructured":"Sun, C., Gao, B., Cao, Z., Li, H.: Htm: a topic model for hypertexts. In: EMNLP 2008, Stroudsburg, PA, USA, pp. 514\u2013522. Association for Computational Linguistics (2008)","DOI":"10.3115\/1613715.1613779"},{"key":"33_CR20","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R. Tibshirani","year":"1994","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society, Series B\u00a058, 267\u2013288 (1994)","journal-title":"Journal of the Royal Statistical Society, Series B"},{"key":"33_CR21","first-page":"448","volume-title":"KDD 2011","author":"C. Wang","year":"2011","unstructured":"Wang, C., Blei, D.M.: Collaborative topic modeling for recommending scientific articles. In: KDD 2011, pp. 448\u2013456. ACM, New York (2011)"},{"key":"33_CR22","first-page":"178","volume-title":"SIGIR 2006","author":"X. Wei","year":"2006","unstructured":"Wei, X., Croft, W.B.: Lda-based document models for ad-hoc retrieval. In: SIGIR 2006, pp. 178\u2013185. ACM, New York (2006)"},{"issue":"5","key":"33_CR23","doi-asserted-by":"publisher","first-page":"1327","DOI":"10.1109\/TIP.2010.2090535","volume":"20","author":"M. Zheng","year":"2011","unstructured":"Zheng, M., Bu, J., Chen, C., Wang, C., Zhang, L., Qiu, G., Cai, D.: Graph regularized sparse coding for image representation. Trans. Img. Proc.\u00a020(5), 1327\u20131336 (2011)","journal-title":"Trans. Img. Proc."}],"container-title":["Lecture Notes in Computer Science","Advances in Information Retrieval"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-06028-6_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,25]],"date-time":"2024-05-25T08:38:57Z","timestamp":1716626337000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-06028-6_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319060279","9783319060286"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-06028-6_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}