Prediction of Chinese word-formation patterns using the layer-weighted semantic graph-based KFP-MCO classifier

Computer Speech & Language - Tập 39 - Trang 29-46 - 2016
Guangxia Gao1, Zhiwang Zhang2
1College of Foreign Studies, Shandong Institute of Business and Technology, Yantai 264005, China
2School of Information and Electrical Engineering, Ludong University, Yantai 264025, China

Tài liệu tham khảo

Alpaydin, 2010 Balahur, 2014, Computational approaches to subjectivity and sentiment analysis: present and envisaged methods and applications, Comput. Speech Lang., 28, 1, 10.1016/j.csl.2013.09.003 Borgwardt, 2005, Protein function prediction via graph kernels, Bioinformatics, 21, 47, 10.1093/bioinformatics/bti1007 Bunke, 2011, Recent advances in graph-based pattern recognition with applications in document analysis, Pattern Recognit., 44, 1057, 10.1016/j.patcog.2010.11.015 2012 Cortes, 1995, Support vector networks, Mach. Learn., 20, 273, 10.1007/BF00994018 Cristianini, 2000 Dougherty, 2013 The People's Daily Tagged Corpus, 1998. Fomichov, 2010 Gao, 2013, Chinese semantic word-formation analysis using FKP-MCO classifier based on layered and weighted GED, Appl. Mech. Mater., 284–287, 3044, 10.4028/www.scientific.net/AMM.284-287.3044 Gibert, 2012, Graph embedding in vector spaces by node attribute statistics, Pattern Recognit., 45, 3072, 10.1016/j.patcog.2012.01.009 Hamel, 2009 He, 2003, On machine learning methods for Chinese Document categorization, Appl. Intell., 18, 311, 10.1023/A:1023202221875 HIT IR-Lab Cilin-thesaurus of Chinese words (Extended) V1.0, http://ir.hit.edu.cn/demo/ltp/Sharing_Plan.htm. Huang, 2007, Chinese word segmentation: a decade review, J. Chin. Inf. Process., 21, 8 Kang, 2003, Corpus-based study on semantic structure patterns of sentences in contemporary Chinese, 220 Lagraa, 2014, A distance measure for large graphs based on prime graphs, Pattern Recognit., 47, 2993, 10.1016/j.patcog.2014.03.014 Lam, 1998, Using a generalized instance set for automatic text categorization, 81 Li, 2011, Parsing with internal structure of words a new paradigm for Chinese word segmentation, 1405 Li, 2007, Experimental study on sentiment classification of Chinese review using machine learning techniques, 393 Lu, 2006, On interface between syntax and semantics, J. Foreign Lang., 163, 30 Manning, 1999 Mei, 1986 Neuhaus, 2007 Riesen, 2009, Approximate graph edit distance computation by means of bipartite graph matching, Image Vis. Comput., 27, 950, 10.1016/j.imavis.2008.04.004 Riesen, 2010 Schenker, 2004, Classification of web documents using graph matching, Int. J. Pattern Recognit. Artif. Intell., 18, 475, 10.1142/S0218001404003241 Sebastiani, 2002, Machine learning in automated text categorization, ACM Comput. Surv., 34, 1, 10.1145/505282.505283 Shao, 2009, Chinese semantic role labeling based on lexical semantic features, J. Chin. Inf. Process., 23, 3 Shi, 2001, Data mining in credit card portfolio management: a multiple criteria decision making approach, 427 Sun, 2009, A study on the lexical-semantic and syntactic-semantic cohesion in verb-core structures, Appl. Linguist., 1, 134 Sun, 2001, Overview of Chinese word segmentation, Contemp. Linguisit., 1, 22 2012 Thelwall, 2011, Sentiment in Twitter events, J. Am. Soc. Inf. Sci. Technol., 62, 406, 10.1002/asi.21462 The Primary and Middle School Chinese Textbook Tagged Corpus, 2003. The Sense Categories of Chinese Characters Database, 2001. WordNet, http://wordnet.princeton.edu/. Yager, 2004, Fingerprint classification: a review, Pattern Anal. Appl., 7, 77, 10.1007/s10044-004-0204-7 Yang, 2002, Chinese word formation and language information processing, J. Hebei Normal Univ., 25, 84 Yuan, 2000, Study on Chinese word-formation, Appl. Linguist., 1, 13 Yuan, 2007, The fineness hierarchy of semantic roles and its application in NLP, J. Chin. Inf. Process., 21, 10 Zhang, 2008, Sentiment classification for Chinese reviews using machine learning methods based on string kernel, 909 Zhang, 2009, A rough set-based multiple criteria linear programming approach for the medical diagnosis and prognosis, Int. J. Expert Syst. Appl., 36, 8932, 10.1016/j.eswa.2008.11.007 Zhang, 2013, Chinese parsing exploiting characters, 125 Zhang, 2013, Extensible multi-criteria optimization classifier for prediction of Chinese semantic word-formation patterns, Procedia Comput. Sci., 17, 1216, 10.1016/j.procs.2013.05.155 Zhang, 2014, Character-level Chinese dependency parsing Zhang, 2014, Credit risk evaluation using multi-criteria optimization classifier with kernel, fuzzification and penalty factors, Eur. J. Oper. Res., 237, 335, 10.1016/j.ejor.2014.01.044 Zhang, 2014, Multi-criteria optimization classifier using fuzzification, kernel and penalty factors for predicting protein interaction hot spots, Appl. Soft Comput., 18, 115, 10.1016/j.asoc.2014.01.014 Zhang, 2015, Multi-kernel multi-criteria optimization classifier with fuzzification and penalty factors for predicting biological activity, Knowl. Based Syst., 89, 301, 10.1016/j.knosys.2015.07.011 Zhao, 2009, Character-level dependencies in Chinese: usefulness and learning, 879 Zhou, 1999, Two-word combination and lexicographic entries, Chin. Lang. Lit., 4, 304