Methods and applications for ontology-based recommender systems

[1]  Gediminas Adomavicius,et al.  Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions , 2005, IEEE Transactions on Knowledge and Data Engineering.

[2]  Gunter Saake,et al.  Rule-based schema matching for ontology-based mediators , 2005, J. Appl. Log..

[3]  Willem Robert van Hage,et al.  A Method for Learning Part-Whole Relations , 2006, International Semantic Web Conference.

[4]  George A. Miller,et al.  WordNet: A Lexical Database for English , 1995, HLT.

[5]  Jennifer Widom,et al.  Managing Semantic Heterogeneity with Production Rules and Persistent Queues , 1993, VLDB.

[6]  Michael J. Pazzani,et al.  Content-Based Recommendation Systems , 2007, The Adaptive Web.

[7]  Marti A. Hearst.  Automatic Acquisition of Hyponyms from Large Text Corpora , 1992, COLING.

[8]  Binshan Lin,et al.  Using contextual information and multidimensional approach for recommendation , 2009, Expert Syst. Appl..

[9]  Peter Ingwersen,et al.  The Turn - Integration of Information Seeking and Retrieval in Context , 2005, The Kluwer International Series on Information Retrieval.

[10]  Mary Shapcott,et al.  Generating semantically enriched user profiles for Web personalization , 2007, TOIT.

[11]  Eero Hyvönen,et al.  Building a National Semantic Web Ontology and Ontology Service Infrastructure -The FinnONTO Approach , 2008, ESWC.

[12]  Max J. Egenhofer,et al.  Determining Semantic Similarity among Entity Classes from Different Ontologies , 2003, IEEE Trans. Knowl. Data Eng..

[13]  Eero Hyvönen,et al.  HealthFinland - A national semantic publishing network and portal for health information , 2009, J. Web Semant..

[14]  Erhard Rahm,et al.  A survey of approaches to automatic schema matching , 2001, The VLDB Journal.

[15]  David Sánchez,et al.  Learning non-taxonomic relationships from web documents for domain ontology construction , 2008, Data Knowl. Eng..

[16]  Nicola Guarino,et al.  Supporting ontological analysis of taxonomic relationships , 2001, Data Knowl. Eng..

[17]  Stuart E. Middleton,et al.  Ontological user profiling in recommender systems , 2004, TOIS.

[18]  Sang-goo Lee,et al.  An Ontology-Based Product Recommender System for B2B Marketplaces , 2006, Int. J. Electron. Commer..

[19]  Douglas B. Terry,et al.  Using collaborative filtering to weave an information tapestry , 1992, CACM.

[20]  Mehrnoush Shamsfard,et al.  Learning ontologies from natural language texts , 2004, Int. J. Hum. Comput. Stud..

[21]  Helena Ahonen-Myka,et al.  Simple Semantics in Topic Detection and Tracking , 2004, Information Retrieval.

[22]  Asunción Gómez-Pérez,et al.  An overview of methods and tools for ontology learning from texts , 2004, The Knowledge Engineering Review.

[23]  Nicu Sebe,et al.  Content-based multimedia information retrieval: State of the art and challenges , 2006, TOMCCAP.

[24]  Peter P. Chen.  The entity-relationship model: toward a unified view of data , 1975, VLDB '75.

[25]  Marc Ehrig,et al.  Relaxed Precision and Recall for Ontology Matching , 2005, Integrating Ontologies.

[26]  Vassilis Christophides,et al.  Optimizing taxonomic semantic web queries using labeling schemes , 2004, J. Web Semant..

[27]  Alejandro Bellogín,et al.  Ontology-Based Personalised and Context-Aware Recommendations of News Items , 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

[28]  Geoffrey Z. Liu.  Semantic vector space model : Implementation and evaluation , 1997 .

[29]  Doug Beeferman,et al.  Agglomerative clustering of a search engine query log , 2000, KDD '00.

[30]  MAGDALINI EIRINAKI,et al.  Web mining for web personalization , 2003, TOIT.

[31]  Kevin Li,et al.  Faceted metadata for image search and browsing , 2003, CHI '03.

[32]  Stuart E. Middleton,et al.  Capturing knowledge of user preferences: ontologies in recommender systems , 2001, K-CAP '01.

[33]  Lora Aroyo,et al.  Semantics : Science , Services and Agents on the World Wide Web , 2008 .

[34]  Guus Schreiber,et al.  Thesaurus-Based Search in Large Heterogeneous Collections , 2008, SEMWEB.

[35]  Ramez Elmasri,et al.  Fundamentals of Database Systems, 5th Edition , 2006 .

[36]  Philipp Cimiano,et al.  Automatically Learning Qualia Structures from the Web , 2005, ACL 2005.

[37]  Alexander Pretschner,et al.  Ontology-based personalized search and browsing , 2003, Web Intell. Agent Syst..

[38]  Eero Hyvönen,et al.  CultureSampo: A National Publication System of Cultural Heritage on the Semantic Web 2.0 , 2009, ESWC.

[39]  Gediminas Adomavicius,et al.  Incorporating contextual information in recommender systems using a multidimensional approach , 2005, TOIS.

[40]  John Riedl,et al.  Recommender systems in e-commerce , 1999, EC '99.

[41]  Wendy G. Lehnert,et al.  Information extraction , 1996, CACM.

[42]  Greg Linden,et al.  Amazon . com Recommendations Item-to-Item Collaborative Filtering , 2001 .

[43]  Peter W. Foltz,et al.  An introduction to latent semantic analysis , 1998 .

[44]  Christian Biemann,et al.  Ontology Learning from Text: A Survey of Methods , 2005, LDV Forum.

[45]  Lars Schmidt-Thieme,et al.  Taxonomy-driven computation of product recommendations , 2004, CIKM '04.

[46]  Yannick Naudet,et al.  An Ontology-Based Profiling and Recommending System for Mobile TV , 2008, 2008 Third International Workshop on Semantic Media Adaptation and Personalization.

[47]  Chabane Djeraba,et al.  Toward Recommendation Based on Ontology-Powered Web-Usage Mining , 2007, IEEE Internet Computing.

[48]  Elena Paslaru Bontas Simperl,et al.  Reusing ontologies on the Semantic Web: A feasibility study , 2009, Data Knowl. Eng..

[49]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

[50]  Philip Resnik,et al.  Using Information Content to Evaluate Semantic Similarity in a Taxonomy , 1995, IJCAI.

[51]  Michael J. Pazzani,et al.  Learning and Revising User Profiles: The Identification of Interesting Web Sites , 1997, Machine Learning.

[52]  Loriene Roy,et al.  Content-based book recommending using learning for text categorization , 1999, DL '00.

[53]  Christiane Fellbaum,et al.  Combining Local Context and Wordnet Similarity for Word Sense Identification , 1998 .

[54]  Jaana Kekäläinen,et al.  Using graded relevance assessments in IR evaluation , 2002, J. Assoc. Inf. Sci. Technol..

[55]  Jorge García Duque,et al.  A flexible semantic inference methodology to reason about user preferences in knowledge-based recommender systems , 2008, Knowl. Based Syst..

[56]  Roy Rada,et al.  Development and application of a metric on semantic nets , 1989, IEEE Trans. Syst. Man Cybern..

[57]  Hinrich Schütze,et al.  Introduction to information retrieval , 2008 .

[58]  Paola Velardi,et al.  Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites , 2004, CL.

[59]  Eero Hyvönen,et al.  CultureSampo-Finnish Culture on the Semantic Web: The Vision and First Results , 2007 .

[60]  Yoav Shoham,et al.  Fab: content-based, collaborative recommendation , 1997, CACM.

[61]  Mark Rosenstein,et al.  Recommending and evaluating choices in a virtual community of use , 1995, CHI '95.

[62]  Pablo Castells,et al.  An Adaptation of the Vector-Space Model for Ontology-Based Information Retrieval , 2007, IEEE Transactions on Knowledge and Data Engineering.

[63]  John F. Sowa,et al.  Knowledge representation: logical, philosophical, and computational foundations , 2000 .

[64]  Eero Hyvönen,et al.  Automatic Exhibition Generation Based on Semantic Cultural Content , 2007 .

[65]  Dekang Lin,et al.  Automatic Retrieval and Clustering of Similar Words , 1998, ACL.

[66]  Alejandro Bellogín,et al.  A multilayer ontology-based hybrid recommendation model , 2008, AI Commun..

[67]  Analía Amandi,et al.  User profiling for Web page filtering , 2005, IEEE Internet Computing.

[68]  Christopher D. Manning,et al.  Stanford typed dependencies manual , 2010 .

[69]  Nianwen Xue,et al.  Calibrating Features for Semantic Role Labeling , 2004, EMNLP.

[70]  Deborah L. McGuinness,et al.  OWL Web ontology language overview , 2004 .

[71]  James M. Bower,et al.  Union list of artist names , 1994 .

[72]  Gerard Salton,et al.  A vector space model for automatic indexing , 1975, CACM.

[73]  J. B. Brooke,et al.  SUS: A 'Quick and Dirty' Usability Scale , 1996 .

[74]  Lynda Hardman,et al.  /facet: A Browser for Heterogeneous Semantic Web Repositories , 2006, SEMWEB.

[75]  Peretz Shoval,et al.  Evaluation of an ontology-content based filtering method for a personalized newspaper , 2008, RecSys '08.

[76]  Osma Suominen,et al.  Elements of a National SemanticWeb Infrastructure--Case Study Finland on the Semantic Web , 2007 .

[77]  Mohammad Ali Nematbakhsh,et al.  A semantic complement to enhance electronic market , 2009, Expert Syst. Appl..

[78]  Stuart C. Shapiro.  Review of Knowledge representation: logical, philosophical, and computational foundations by John F. Sowa. Brooks/Cole 2000. , 2001 .

[79]  Laura Hollink,et al.  Semantic annotation for retrieval of visual resources , 2006 .

[80]  Francisco García-Sánchez,et al.  Using Support Vector Machines for feature-oriented profile-based recommendations , 2009, Int. J. Adv. Intell. Paradigms.

[81]  Nigel Shadbolt,et al.  The experimental evaluation of knowledge acquisition techniques and methods: history, problems and new directions , 1999, Int. J. Hum. Comput. Stud..

[82]  Bradley N. Miller,et al.  MovieLens unplugged: experiences with an occasionally connected recommender system , 2003, IUI '03.

[83]  Steffen Staab,et al.  Ontology Learning for the Semantic Web , 2002, IEEE Intell. Syst..

[84]  Daniel Jurafsky,et al.  Support Vector Learning for Semantic Argument Classification , 2005, Machine Learning.

[85]  Stuart E. Middleton,et al.  Capturing interest through inference and visualization: ontological user profiling in recommender systems , 2003, K-CAP '03.

[86]  Geoffrey Leech,et al.  Studies in language and linguistics , 1985 .

[87]  Steffen Staab,et al.  SEmantic portAL: The SEAL Approach , 2003, Spinning the Semantic Web.

[88]  Eugene Charniak,et al.  Finding Parts in Very Large Corpora , 1999, ACL.

[89]  Ah-Hwee Tan,et al.  Mining ontological knowledge from domain-specific text documents , 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

[90]  David A. Hull.  Using statistical testing in the evaluation of retrieval experiments , 1993, SIGIR.

[91]  John B. Lowe,et al.  The Berkeley FrameNet Project , 1998, ACL.

[92]  Martha Palmer,et al.  Verb Semantics and Lexical Selection , 1994, ACL.

[93]  Graeme Hirst,et al.  Evaluating WordNet-based Measures of Lexical Semantic Relatedness , 2006, CL.

[94]  Robin Burke,et al.  Knowledge-based recommender systems , 2000 .

[95]  Nicola Ferro,et al.  A formal model of annotations of digital content , 2007, TOIS.

[96]  Gerard Salton,et al.  Term-Weighting Approaches in Automatic Text Retrieval , 1988, Inf. Process. Manag..

[97]  Georg Lausen,et al.  On exploiting classification taxonomies in recommender systems , 2008, AI Commun..

[98]  John Riedl,et al.  E-Commerce Recommendation Applications , 2004, Data Mining and Knowledge Discovery.

[99]  Tefko Saracevic,et al.  RELEVANCE: A review of and a framework for the thinking on the notion in information science , 1997, J. Am. Soc. Inf. Sci..

[100]  Ramesh Jain,et al.  Toward a Common Event Model for Multimedia Applications , 2007, IEEE MultiMedia.

[101]  Wei Song,et al.  Email Classification Using Semantic Feature Space , 2008, 2008 International Conference on Advanced Language Processing and Web Information Technology.

[102]  Philippe Blache,et al.  A semantic vector space and features-based approach for automatic information filtering , 2004, Expert Syst. Appl..

[103]  Alessandro Moschitti,et al.  Semantic Role Labeling via FrameNet, VerbNet and PropBank , 2006, ACL.

[104]  Eero Hyvönen,et al.  MuseumFinland - Finnish museums on the semantic web , 2005, J. Web Semant..

[105]  Daniel Jurafsky,et al.  Automatic Labeling of Semantic Roles , 2002, CL.

[106]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[107]  Robin D. Burke,et al.  Hybrid Recommender Systems: Survey and Experiments , 2002, User Modeling and User-Adapted Interaction.

[108]  Nicola Guarino,et al.  Formal ontology, conceptual analysis and knowledge representation , 1995, Int. J. Hum. Comput. Stud..

[109]  Innar Liiv,et al.  Personalized Context-Aware Recommendations in SMARTMUSEUM: Combining Semantics with Statistics , 2009, 2009 Third International Conference on Advances in Semantic Processing.

[110]  Eero Hyvönen,et al.  Enabling the Semantic Web with Ready-to-Use Web Widgets , 2007, FIRST.

[111]  Heikki Mannila,et al.  Random projection in dimensionality reduction: applications to image and text data , 2001, KDD '01.

[112]  David W. Conrath,et al.  Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy , 1997, ROCLING/IJCLCLP.

[113]  Nicola Guarino,et al.  Concepts, attributes and arbitrary relations , 1992, Data Knowl. Eng..

[114]  Michael J. Pazzani,et al.  A Framework for Collaborative, Content-Based and Demographic Filtering , 1999, Artificial Intelligence Review.

[115]  Ramez Elmasri,et al.  Fundamentals of Database Systems , 1989 .

[116]  Martin Doerr,et al.  The CIDOC Conceptual Reference Module: An Ontological Approach to Semantic Interoperability of Metadata , 2003, AI Mag..

[117]  Jean Carletta,et al.  Assessing Agreement on Classification Tasks: The Kappa Statistic , 1996, CL.

[118]  Bradley N. Miller,et al.  GroupLens: applying collaborative filtering to Usenet news , 1997, CACM.

[119]  Christopher D. Manning,et al.  Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling , 2005, ACL.

[120]  Eero Hyvönen,et al.  CultureSampo - Finnish Culture on the Semantic Web 2.0.Thematic Perspectives for the End-user , 2009 .

[121]  Dan I. Moldovan,et al.  Text Mining for Causal Relations , 2002, FLAIRS.

[122]  Sandra Heiler,et al.  Semantic heterogeneity as a result of domain evolution , 1991, SGMD.

[123]  Geoffrey Zhengfu Liu,et al.  The semantic vector space model (SVSM): a text representation and searching technique , 1994, 1994 Proceedings of the Twenty-Seventh Hawaii International Conference on System Sciences.

[124]  Jonathan L. Herlocker,et al.  Evaluating collaborative filtering recommender systems , 2004, TOIS.

[125]  Farshad Hakimpour,et al.  Resolving semantic heterogeneity in schema integration , 2001, FOIS.

[126]  Paul Resnick,et al.  Recommender systems , 1997, CACM.

[127]  Aapo Hyvärinen,et al.  A Fast Fixed-Point Algorithm for Independent Component Analysis , 1997, Neural Computation.

[128]  Pattie Maes,et al.  Social information filtering: algorithms for automating “word of mouth” , 1995, CHI '95.

[129]  Giancarlo Guizzardi,et al.  Relational roles and qua-individuals , 2005, AAAI 2005.

[130]  Wayne H. Ward,et al.  Towards Robust Semantic Role Labeling , 2007, CL.