Learning Context-Sensitive Domain Ontologies from Folksonomies: A Cognitively Motivated Method
暂无分享,去创建一个
Raymond Y. K. Lau | Eric W. T. Ngai | Yi Cai | J. Leon Zhao | Wenping Zhang | E. Ngai | J. Zhao | Y. Cai | Wenping Zhang
[1] Simone Paolo Ponzetto,et al. Deriving a Large-Scale Taxonomy from Wikipedia , 2007, AAAI.
[2] Mark A. Gluck,et al. Information, Uncertainty and the Utility of Categories , 1985 .
[3] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[4] Steffen Staab,et al. Ontology Learning , 2004, Encyclopedia of Machine Learning and Data Mining.
[5] Thomas L. Griffiths,et al. Learning author-topic models from text corpora , 2010, TOIS.
[6] George A. Vouros,et al. Gold Standard Evaluation of Ontology Learning Methods through Ontology Transformation and Alignment , 2011, IEEE Transactions on Knowledge and Data Engineering.
[7] J. Leon Zhao,et al. Automatic discovery of similarity relationships through Web mining , 2003, Decis. Support Syst..
[8] Weizhe Zhang,et al. Ontology emergence from folksonomies , 2010, CIKM.
[9] Lei Zhang,et al. Modeling Ontology of Folksonomy with Latent Semantics of Tags , 2010, 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.
[10] Raymond Y. K. Lau,et al. Toward a Fuzzy Domain Ontology Extraction Method for Adaptive e-Learning , 2009, IEEE Transactions on Knowledge and Data Engineering.
[11] W. Bruce Croft,et al. Deriving concept hierarchies from text , 1999, SIGIR '99.
[12] Steffen Staab,et al. Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis , 2005, J. Artif. Intell. Res..
[13] Qiong Luo,et al. Towards Ontology Learning from Folksonomies , 2009, IJCAI.
[14] Siu Cheung Hui,et al. Automatic fuzzy ontology generation for semantic Web , 2006, IEEE Transactions on Knowledge and Data Engineering.
[15] Sadok Ben Yahia,et al. Bridging Folksonomies and Domain Ontologies: Getting Out Non-taxonomic Relations , 2010, 2010 IEEE International Conference on Data Mining Workshops.
[16] Hector Garcia-Molina,et al. Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging Systems , 2006 .
[17] Amal Zouaq,et al. Evaluating the Generation of Domain Ontologies in the Knowledge Puzzle Project , 2009, IEEE Transactions on Knowledge and Data Engineering.
[18] Michael McGill,et al. Introduction to Modern Information Retrieval , 1983 .
[19] Dominik Benz,et al. Evaluation of Folksonomy Induction Algorithms , 2012, TIST.
[20] P. Schmitz,et al. Inducing Ontology from Flickr Tags , 2006 .
[21] Thomas R. Gruber,et al. A translation approach to portable ontology specifications , 1993, Knowl. Acquis..
[22] Wayne D. Gray,et al. Basic objects in natural categories , 1976, Cognitive Psychology.
[23] Gerard Salton,et al. Recent trends in automatic information retrieval , 1986, SIGIR '86.
[24] Peter Mika. Ontologies Are Us: A Unified Model of Social Networks and Semantics , 2005, International Semantic Web Conference.
[25] Tim Berners-Lee,et al. Linked Data - The Story So Far , 2009, Int. J. Semantic Web Inf. Syst..
[26] Daniel Jupiter,et al. TreeHugger: A New Test for Enrichment of Gene Ontology Terms , 2010, INFORMS J. Comput..
[27] Wei Jiang,et al. A Cluster-Based Context-Tree Model for Multivariate Data Streams with Applications to Anomaly Detection , 2011, INFORMS J. Comput..
[28] J. Tanaka,et al. Object categories and expertise: Is the basic level in the eye of the beholder? , 1991, Cognitive Psychology.
[29] Donald Geman,et al. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[30] Stanley Wasserman,et al. Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.
[31] M. Chun,et al. Contextual Cueing: Implicit Learning and Memory of Visual Context Guides Spatial Attention , 1998, Cognitive Psychology.
[32] Michele Missikoff,et al. An Ontology-based Platform for Semantic Interoperability , 2004, Handbook on Ontologies.
[33] Marti A. Hearst. Automatic Acquisition of Hyponyms from Large Text Corpora , 1992, COLING.
[34] Mohammed Bennamoun,et al. Ontology learning from text: A look back and into the future , 2012, CSUR.
[35] Rongrong Ji,et al. SentiBank: large-scale ontology and classifiers for detecting sentiment and emotions in visual content , 2013, ACM Multimedia.
[36] Marek Hatala,et al. An Approach to Folksonomy-Based Ontology Maintenance for Learning Environments , 2011, IEEE Transactions on Learning Technologies.
[37] Yuefeng Li,et al. A Personalized Ontology Model for Web Information Gathering , 2011, IEEE Transactions on Knowledge and Data Engineering.
[38] Andrzej Bargiela,et al. Probabilistic Topic Models for Learning Terminological Ontologies , 2010, IEEE Transactions on Knowledge and Data Engineering.
[39] Muhammad Younus Javed,et al. A hierarchical k-means clustering based fingerprint quality classification , 2012, Neurocomputing.
[40] Raymond Y. K. Lau,et al. Toward a semantic granularity model for domain-specific information retrieval , 2011, TOIS.
[41] Michele Dassisti,et al. ONTO-PDM: Product-driven ONTOlogy for Product Data Management interoperability within manufacturing process environment , 2012, Adv. Eng. Informatics.
[42] Yong Yu,et al. An Unsupervised Model for Exploring Hierarchical Semantics from Social Annotations , 2007, ISWC/ASWC.