Composition pattern oriented tag extraction from short documents using a structural learning method

[1]  David Sánchez,et al.  Content annotation for the semantic web: an automatic web-based approach , 2011, Knowledge and Information Systems.

[2]  Yang Song,et al.  Automatic tag recommendation algorithms for social recommender systems , 2011, ACM Trans. Web.

[3]  Daphne Koller,et al.  Self-Paced Learning for Latent Variable Models , 2010, NIPS.

[4]  Hongyan Liu,et al.  TagClus: a random walk-based method for tag clustering , 2010, Knowledge and Information Systems.

[5]  Xiaojun Wan,et al.  Exploiting neighborhood knowledge for single document summarization and keyphrase extraction , 2010, TOIS.

[6]  Jiawei Han,et al.  Keyword extraction for social snippets , 2010, WWW '10.

[7]  Thorsten Joachims,et al.  Learning structural SVMs with latent variables , 2009, ICML '09.

[8]  Antal van den Bosch,et al.  Recommending scientific articles using citeulike , 2008, RecSys '08.

[9]  R. Bhowmik,et al.  Keyword extraction from abstracts and titles , 2008, IEEE SoutheastCon 2008.

[10]  Chengzhi Zhang,et al.  Automatic Keyword Extraction from Documents Using Conditional Random Fields , 2008 .

[11]  Ilyas Cicekli,et al.  Using lexical chains for keyword extraction , 2007, Inf. Process. Manag..

[12]  P. Chirita,et al.  P-TAG: large scale automatic generation of personalized annotation tags for the web , 2007, WWW '07.

[13]  Taeho Jo,et al.  Keyword Extraction from Documents Using a Neural Network Model , 2006, 2006 International Conference on Hybrid Information Technology.

[14]  Joshua Goodman,et al.  Finding advertising keywords on web pages , 2006, WWW '06.

[15]  Bernardo A. Huberman,et al.  Usage patterns of collaborative tagging systems , 2006, J. Inf. Sci..

[16]  Thomas Hofmann,et al.  Large Margin Methods for Structured and Interdependent Output Variables , 2005, J. Mach. Learn. Res..

[17]  James Franklin.  The elements of statistical learning: data mining, inference and prediction , 2005 .

[18]  Yaakov HaCohen-Kerner,et al.  Automatic Extraction of Keywords from Abstracts , 2003, KES.

[19]  Thomas Hofmann,et al.  Hidden Markov Support Vector Machines , 2003, ICML.

[20]  Anette Hulth,et al.  Improved Automatic Keyword Extraction Given More Linguistic Knowledge , 2003, EMNLP.

[21]  Edward A. Fox,et al.  Automatic document metadata extraction using support vector machines , 2003, 2003 Joint Conference on Digital Libraries, 2003. Proceedings..

[22]  Alan L. Yuille,et al.  The Concave-Convex Procedure , 2003, Neural Computation.

[23]  Andrew McCallum,et al.  Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.

[24]  Tong Zhang.  An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods , 2001, AI Mag..

[25]  Andrew McCallum,et al.  Maximum Entropy Markov Models for Information Extraction and Segmentation , 2000, ICML.

[26]  Peter D. Turney.  Learning Algorithms for Keyphrase Extraction , 2000, Information Retrieval.

[27]  Carl Gutwin,et al.  Domain-Specific Keyphrase Extraction , 1999, IJCAI.

[28]  David Heckerman,et al.  Empirical Analysis of Predictive Algorithms for Collaborative Filtering , 1998, UAI.

[29]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2009 .

[30]  Robert Tibshirani,et al.  The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition , 2001, Springer Series in Statistics.