K-MORPH: Knowledge Morphing via Reconciliation of Contextualized Sub-ontologies

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xii List of Abbreviations and Symbols Used . . . . . . . . . . . . . . . . . . . . . xiii Acknowledgements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xvi Chapter

[1]  Syed Sibte Raza Abidi,et al.  Ontology Based Modeling and Execution of Nursing Care Plans and Practice Guidelines , 2010, MedInfo.

[2]  Mamadou Tadiou Kone,et al.  Canadian Semantic Web (Semantic Web and Beyond: Computing for Human Experience) , 2006 .

[3]  Amihai Motro,et al.  Database Schema Matching Using Machine Learning with Feature Selection , 2002, CAiSE.

[4]  George A. Vouros,et al.  Towards automatic merging of domain ontologies: The HCONE-merge approach , 2006, J. Web Semant..

[5]  Ljiljana Stojanovic,et al.  Consistent Evolution of OWL Ontologies , 2005, ESWC.

[6]  Erhard Rahm,et al.  COMA - A System for Flexible Combination of Schema Matching Approaches , 2002, VLDB.

[7]  Yannis Kalfoglou,et al.  Centre for Intelligent Systems and Their Applications , 2006 .

[8]  Marc Ehrig,et al.  Ontology Alignment: Bridging the Semantic Gap , 2006 .

[9]  Gerd Stumme,et al.  FCA-MERGE: Bottom-Up Merging of Ontologies , 2001, IJCAI.

[10]  N. Cocchiarella,et al.  Situations and Attitudes. , 1986 .

[11]  Dejing Dou,et al.  Discovering Executable Semantic Mappings Between Ontologies , 2007, OTM Conferences.

[12]  Zahir Tari,et al.  On the Move to Meaningful Internet Systems: OTM 2008 , 2008, Lecture Notes in Computer Science.

[13]  Yarden Katz,et al.  Pellet: A practical OWL-DL reasoner , 2007, J. Web Semant..

[14]  Michel Klein,et al.  Combining and relating ontologies: an analysis of problems and solutions , 2001, OIS@IJCAI.

[15]  Ramakrishnan Srikant,et al.  Fast Algorithms for Mining Association Rules in Large Databases , 1994, VLDB.

[16]  Yun Peng,et al.  A Bayesian Network Approach to Ontology Mapping , 2005, SEMWEB.

[17]  Tomasz Janowski,et al.  Organizing and Managing Knowledge for e-Government - Issues, Practices and Challenges , 2009, KMIS.

[18]  John McCarthy,et al.  Notes on Formalizing Context , 1993, IJCAI.

[19]  Laurent Perrussel,et al.  Contextual Reasoning , 1998, ECAI.

[20]  Richmond H. Thomason Representing and Reasoning with Context , 1998, AISC.

[21]  Fabien L. Gandon,et al.  On Ontology Matching Problems - for Building a Corporate Semantic Web in a Multi-Communities Organization , 2004, ICEIS.

[22]  I. Nonaka A Dynamic Theory of Organizational Knowledge Creation , 1994 .

[23]  Ramanathan V. Guha,et al.  Contexts for the Semantic Web , 2004, SEMWEB.

[24]  Tova Milo,et al.  Using Schema Matching to Simplify Heterogeneous Data Translation , 1998, VLDB.

[25]  Mohand-Said Hacid,et al.  Knowledge Representation, Ontologies, and the Semantic Web , 2003, APWeb.

[26]  Tharam S. Dillon,et al.  Sub-ontologies and ontology views: a theoretical perspective , 2007, Int. J. Metadata Semant. Ontologies.

[27]  Heiner Stuckenschmidt,et al.  A Pattern-based Ontology Matching Approach for Detecting Complex Correspondences , 2009, OM.

[28]  Richard Hull,et al.  Managing semantic heterogeneity in databases: a theoretical prospective , 1997, PODS.

[29]  John Mylopoulos,et al.  Discovering the Semantics of Relational Tables Through Mappings , 2006, J. Data Semant..

[30]  Yuh-Jen Chen,et al.  Development of a method for ontology-based empirical knowledge representation and reasoning , 2010, Decis. Support Syst..

[31]  Silvana Castano,et al.  Global Viewing of Heterogeneous Data Sources , 2001, IEEE Trans. Knowl. Data Eng..

[32]  Erhard Rahm,et al.  Comparison of Schema Matching Evaluations , 2002, Web, Web-Services, and Database Systems.

[33]  Syed Sibte Raza Abidi,et al.  Extracting and Merging Contextualized Ontology Modules , 2010, WoMO.

[34]  Leonid Khachiyan,et al.  On the Complexity of Dualization of Monotone Disjunctive Normal Forms , 1996, J. Algorithms.

[35]  Jérôme Euzenat,et al.  Towards a principled approach to semantic interoperability , 2001, OIS@IJCAI.

[36]  Avigdor Gal,et al.  The Use of Machine-Generated Ontologies in Dynamic Information Seeking , 2001, CoopIS.

[37]  Leyla Jael García Castro,et al.  An open annotation ontology for science on web 3.0 , 2011, J. Biomed. Semant..

[38]  Syed Sibte Raza Abidi,et al.  Medical Knowledge Morphing via a Semantic Web Framework , 2007, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07).

[39]  Stijn Heymans,et al.  Dealing with Inconsistency When Combining Ontologies and Rules Using DL-Programs , 2010, ESWC.

[40]  Heiner Stuckenschmidt,et al.  Ontology-Based Integration of Information - A Survey of Existing Approaches , 2001, OIS@IJCAI.

[41]  Yannis Kalfoglou,et al.  Ontology mapping: the state of the art , 2003, The Knowledge Engineering Review.

[42]  Guilin Qi,et al.  Measuring Incoherence in Description Logic-Based Ontologies , 2007, ISWC/ASWC.

[43]  Martin L. Kersten,et al.  A Graph-Oriented Model for Articulation of Ontology Interdependencies , 1999, EDBT.

[44]  Yafei Zhang,et al.  Method for Extracting RDF(S) Sub-Ontology , 2008, 2008 International Conference on Cyberworlds.

[45]  Luciano Serafini,et al.  A SAT-Based Algorithm for Context Matching , 2003, CONTEXT.

[46]  Andreas Harth,et al.  Weaving the Pedantic Web , 2010, LDOW.

[47]  Uffe Kock Wiil,et al.  Knowledge Management Processes, Tools and Techniques for Counterterrorism , 2009, KMIS.

[48]  Liyang Yu OWL: Web Ontology Language , 2011 .

[49]  Kevin Chen-Chuan Chang,et al.  Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web , 2005, CIDR.

[50]  Frank van Harmelen,et al.  A Framework for Handling Inconsistency in Changing Ontologies , 2005, SEMWEB.

[51]  Baowen Xu,et al.  Extracting Sub-ontology from Multiple Ontologies , 2004, OTM Workshops.

[52]  Anind K. Dey,et al.  Understanding and Using Context , 2001, Personal and Ubiquitous Computing.

[53]  Steffen Stadtmüller,et al.  RaDON - Repair and Diagnosis in Ontology Networks , 2009, ESWC.

[54]  Heiner Stuckenschmidt,et al.  Learning Complex Ontology Alignments - A Challenge for ILP Research , 2008 .

[55]  Richard T. Herschel,et al.  Knowledge Management in Business Intelligence , 2009, Knowledge Management and Organizational Learning.

[56]  Bill N. Schilit,et al.  Context-aware computing applications , 1994, Workshop on Mobile Computing Systems and Applications.

[57]  Syed Sibte Raza Abidi,et al.  A knowledge creation info-structure to acquire and crystallize the tacit knowledge of health-care experts , 2005, IEEE Transactions on Information Technology in Biomedicine.

[58]  Alon Y. Halevy,et al.  Semantic Integration Research in the Database Community : A Brief Survey , 2005 .

[59]  Ljiljana Stojanovic,et al.  Methods and tools for ontology evolution , 2004 .

[60]  Vipul Kashyap,et al.  Semantic heterogeneity in global information systems: The role of metadata , 1996 .

[61]  Peter F. Patel-Schneider,et al.  OWL 2 Web Ontology Language , 2009 .

[62]  Adam Pease,et al.  Towards a standard upper ontology , 2001, FOIS.

[63]  Franz J. Kurfess,et al.  Knowledge Selection in Large Knowledge Bases , 1991, The Next Generation of Information Systems.

[64]  P. Ciccarese,et al.  Annotation Ontology for Science on the Web , 2010 .

[65]  Syed Sibte Raza Abidi,et al.  Modeling the Form and Function of Clinical Practice Guidelines: An Ontological Model to Computerize Clinical Practice Guidelines , 2008, K4HelP.

[66]  Jérôme Euzenat,et al.  Brief overview of T-tree: the Tropes Taxonomy building Tool , 1993 .

[67]  René Van Hezewijk,et al.  Procedural and declarative knowledge; An evolutionary perspective , 1999 .

[68]  Michel C. A. Klein,et al.  Ontology Evolution: Not the Same as Schema Evolution , 2004, Knowledge and Information Systems.

[69]  Samina Raza Abidi,et al.  Semantic Web Framework for Knowledge-Centric Clinical Decision Support Systems , 2007, AIME.

[70]  Geoff Walsham,et al.  Knowledge Management Systems: Representation and Communication in Context , 2005 .

[71]  Umberto Straccia,et al.  sPLMap: A Probabilistic Approach to Schema Matching , 2005, ECIR.

[72]  Ana Gabriela Maguitman,et al.  Logical models of argument , 2000, CSUR.

[73]  Mike P. Papazoglou,et al.  The Next Generation of Information Systems: From Data to Knowledge , 1991, Lecture Notes in Computer Science.

[74]  Jérôme David,et al.  Towards metamorphic semantic models , 2009 .

[75]  Johanna Völker,et al.  Linguistic analysis for complex ontology matching , 2010, OM.

[76]  Ian Horrocks,et al.  FaCT++ Description Logic Reasoner: System Description , 2006, IJCAR.

[77]  Mark A. Musen,et al.  Ontology versioning in an ontology management framework , 2004, IEEE Intelligent Systems.

[78]  Young-Guk Ha,et al.  MoA: OWL Ontology Merging and Alignment Tool for the Semantic Web , 2005, IEA/AIE.

[79]  François Scharffe,et al.  Expressive alignment language and implementation , 2007 .

[80]  Mark A. Musen,et al.  Traversing Ontologies to Extract Views , 2009, Modular Ontologies.

[81]  Christel Daniel-Le Bozec,et al.  The DebugIT Core Ontology: semantic integration of antibiotics resistance patterns , 2010, MedInfo.

[82]  Yuri Breitbart,et al.  Multidatabase Interoperability , 1990, SGMD.

[83]  Andreas Zimmermann,et al.  An Operational Definition of Context , 2007, CONTEXT.

[84]  W. Scott Spangler,et al.  The integration of business intelligence and knowledge management , 2002, IBM Syst. J..

[85]  Jérôme Euzenat,et al.  Ten Challenges for Ontology Matching , 2008, OTM Conferences.

[86]  Jos de Bruijn,et al.  D4.2.1 State-of-the-art survey on Ontology Merging and Aligning V1 , 2004 .

[87]  M. Thompson,et al.  Placing Knowledge Management in Context , 2004 .

[88]  Mark A. Musen,et al.  Anchor-PROMPT: Using Non-Local Context for Semantic Matching , 2001, OIS@IJCAI.

[89]  Elena Beisswanger,et al.  BioTop: An upper domain ontology for the life sciencesA description of its current structure, contents and interfaces to OBO ontologies , 2008, Appl. Ontology.

[90]  Klaus Tochtermann,et al.  Exploring the Value of Enterprise Wikis - A Multiple-Case Study , 2009, KMIS.

[91]  Julian Seidenberg Web Ontology Segmentation: Extraction, Transformation, Evaluation , 2009, Modular Ontologies.

[92]  Steffen Staab,et al.  QOM - Quick Ontology Mapping , 2004, GI Jahrestagung.

[93]  J. Kerner Knowledge translation versus knowledge integration: A “funder's” perspective , 2006, The Journal of continuing education in the health professions.

[94]  Antoine Zimmermann,et al.  Integrated Distributed Description Logics , 2007, Description Logics.

[95]  Abraham Bernstein,et al.  Structure Preserving TBox Repair using Defaults , 2010, Description Logics.

[96]  Luigi Palopoli,et al.  DIKE: a system supporting the semi‐automatic construction of cooperative information systems from heterogeneous databases , 2003, Softw. Pract. Exp..

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

[98]  Samina Raza Abidi,et al.  A Service Oriented E-Research Platform for Ocean Knowledge Management , 2010, 2010 6th World Congress on Services.

[99]  Vojtěch Svátek,et al.  Towards Ontology Matching via Pattern-Based Detection of Semantic Structures in OWL Ontologies , 2008 .

[100]  Bernardo Cuenca Grau,et al.  OWL 2 Web Ontology Language: Profiles , 2009 .

[101]  Chris Clifton,et al.  SEMINT: A tool for identifying attribute correspondences in heterogeneous databases using neural networks , 2000, Data Knowl. Eng..

[102]  Fausto Giunchiglia,et al.  Semantic Matching: Algorithms and Implementation , 2007, J. Data Semant..

[103]  Yuxin Mao,et al.  Dynamic Sub-Ontology Evolution for Collaborative Problem Solving , 2005, AAAI Fall Symposium: Agents and the Semantic Web.

[104]  Jérôme Euzenat,et al.  A Survey of Schema-Based Matching Approaches , 2005, J. Data Semant..

[105]  Jungyun Seo,et al.  Classifying schematic and data heterogeneity in multidatabase systems , 1991, Computer.

[106]  Vasant Honavar,et al.  On the Semantics of Linking and Importing in Modular Ontologies , 2006, SEMWEB.

[107]  Guanling Chen,et al.  A Survey of Context-Aware Mobile Computing Research , 2000 .

[108]  AnHai Doan,et al.  Special Issue on Semantic Integration , 2005 .

[109]  Syed Sibte Raza Abidi,et al.  Ontology Engineering to Model Clinical Pathways: Towards the Computerization and Execution of Clinical Pathways , 2007, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07).

[110]  Stefan Biffl,et al.  Closing the gap: from nescience to knowledge management , 2003, 2003 Proceedings 29th Euromicro Conference.

[111]  Dieter Fensel,et al.  Correspondence Patterns for Ontology Alignment , 2008, EKAW.

[112]  Jeremy J. Carroll,et al.  Named graphs , 2005, J. Web Semant..

[113]  Silvana Castano,et al.  Matching Ontologies in Open Networked Systems: Techniques and Applications , 2006, J. Data Semant..

[114]  Stuart E. Madnick,et al.  Contextual alignment of ontologies in the eCOIN semantic interoperability framework , 2007, Inf. Technol. Manag..

[115]  Stuart E. Madnick,et al.  Representing and reasoning about semantic conflicts in heterogeneous information systems , 1997 .

[116]  Elias C. Stavropoulos,et al.  Journal of Graph Algorithms and Applications an Efficient Algorithm for the Transversal Hypergraph Generation , 2022 .

[117]  Alun D. Preece,et al.  Ontology Reconciliation , 2004, Handbook on Ontologies.

[118]  Axel Polleres,et al.  Heterogeneity and Context in Semantic-Web-Enabled HCLS Systems , 2009, OTM Conferences.

[119]  James A. Hendler,et al.  The Semantic Web" in Scientific American , 2001 .

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

[121]  Eduard Hovy,et al.  Combining and standardizing large- scale, practical ontologies for machine tranlation and other uses , 1998, LREC.

[122]  Luciano Serafini,et al.  Distributed Description Logics: Assimilating Information from Peer Sources , 2003, J. Data Semant..

[123]  Frank van Harmelen,et al.  Reasoning with Inconsistent Ontologies , 2005, IJCAI.

[124]  Wei-Ying Ma,et al.  Instance-based Schema Matching for Web Databases by Domain-specific Query Probing , 2004, VLDB.

[125]  I. Nonaka,et al.  How Japanese Companies Create the Dynamics of Innovation , 1995 .

[126]  Jérôme Euzenat,et al.  An infrastructure for formally ensuring interoperability in a heterogeneous semantic web , 2001, SWWS.

[127]  Pedro M. Domingos,et al.  iMAP: discovering complex semantic matches between database schemas , 2004, SIGMOD '04.

[128]  R. Guha Contexts: a formalization and some applications , 1992 .

[129]  Georg Groh,et al.  Facilitating the Exchange of Explicit Knowledge through Ontology Mappings , 2001, FLAIRS.

[130]  Dov M. Gabbay,et al.  Handbook of paraconsistency , 2007 .

[131]  Chiara Ghidini,et al.  On the Dimensions of Context Dependence: Partiality, Approximation, and Perspective , 2001, CONTEXT.

[132]  Enrico Motta,et al.  Magpie - Towards a Semantic Web Browser , 2003, SEMWEB.

[133]  Dimitris Karagiannis,et al.  Knowledge selection with neural networks , 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

[134]  Natalya F. Noy,et al.  Ontology Mapping Discovery with Uncertainty , 2005 .

[135]  Yogesh Malhotra,et al.  Knowledge Management for E-Business Performance: Advancing Information Strategy to “Internet Time” , 2000 .

[136]  Theodore S. Papatheodorou,et al.  Knowledge Management and Acquisition in Digital Repositories - A Semantic Web Perspective , 2009, KMIS.

[137]  Frank van Harmelen,et al.  Open Knowledge: Semantic Webs Through Peer-to-Peer Interaction , 2006 .

[138]  Stefano Spaccapietra,et al.  Database Integration: the Key to Data Interoperability , 2022 .

[139]  J. Euzenat,et al.  Ontology Matching , 2007, Springer Berlin Heidelberg.

[140]  Alberto Rodrigues da Silva,et al.  WebC-Docs - A CMS-based Document Management System , 2009, KMIS.

[141]  Heiner Stuckenschmidt,et al.  Structure-Based Partitioning of Large Ontologies , 2009, Modular Ontologies.

[142]  York Sure-Vetter,et al.  Ontology Mapping - An Integrated Approach , 2004, ESWS.

[143]  Yuzhong Qu,et al.  GMO: A Graph Matching for Ontologies , 2005, Integrating Ontologies.

[144]  Jérôme Euzenat,et al.  Specification of a Common Framework for Characterizing Alignment , 2004 .

[145]  Fausto Giunchiglia,et al.  Web Service Composition via Semantic Matching of Interaction Specifications , 2006 .

[146]  Natalya Fridman Noy Tools for Mapping and Merging Ontologies , 2004, Handbook on Ontologies.

[147]  Guillermo Ricardo Simari,et al.  REASONING WITH INCONSISTENT ONTOLOGIES THROUGH ARGUMENTATION , 2010, Appl. Artif. Intell..

[148]  Avigdor Gal,et al.  Putting Things in Context : A Topological Approach to Mapping Contexts and Ontologies , 2005 .

[149]  Grigoris Antoniou,et al.  MWeb: A principled framework for modular web rule bases and its semantics , 2008, TOCL.

[150]  James A. Hendler,et al.  N3Logic: A logical framework for the World Wide Web , 2007, Theory and Practice of Logic Programming.

[151]  Elashaheb,et al.  A knowledge management framework for the telecommunication industry: the KMFTI model , 2005 .

[152]  Stuart E. Madnick,et al.  Knowledge Integration to Overcome Ontological Heterogeneity: Challenges from Financial Information Systems , 2002, ICIS.

[153]  Mathieu d'Aquin,et al.  Criteria and Evaluation for Ontology Modularization Techniques , 2009, Modular Ontologies.

[154]  Jérôme Euzenat,et al.  Similarity-Based Ontology Alignment in OWL-Lite , 2004, ECAI.

[155]  Erhard Rahm,et al.  Generic Schema Matching with Cupid , 2001, VLDB.

[156]  Barry Smith,et al.  Biodynamic ontology: applying BFO in the biomedical domain. , 2004, Studies in health technology and informatics.

[157]  Syed Sibte Raza Abidi,et al.  Integrating Healthcare Knowledge Artifacts for Clinical Decision Support: Towards Semantic Web Based Healthcare Knowledge Morphing , 2009, AIME.

[158]  Frank van Harmelen,et al.  Contextualizing ontologies , 2004, J. Web Semant..

[159]  Kamla Ali Al-Busaidi,et al.  A Knowledge Management Perspective on Corporate Portal - Processes and Benefits , 2009, KMIS.

[160]  Xi Deng,et al.  Measuring Inconsistencies in Ontologies , 2007, ESWC.

[161]  Umberto Straccia,et al.  oMAP: Combining Classifiers for Aligning Automatically OWL Ontologies , 2005, WISE.

[162]  Sajjad Hussain,et al.  -: A Semantic Web Based Knowledge Representation and Context-Driven Morphing Framework , 2009, Canadian Conference on AI.

[163]  Livia Predoiu,et al.  D4.2.2 State-of-the-art survey on Ontology Merging and Aligning V2 , 2006 .

[164]  David W. Embley,et al.  Automatic direct and indirect schema mapping: experiences and lessons learned , 2004, SGMD.

[165]  Carsten Lutz,et al.  E-connections of abstract description systems , 2004, Artif. Intell..

[166]  Laura M. Haas,et al.  Clio grows up: from research prototype to industrial tool , 2005, SIGMOD '05.

[167]  Thierry Coquand,et al.  Automating Coherent Logic , 2005, LPAR.

[168]  Luciano Serafini,et al.  Comparing formal theories of context in AI , 2004, Artif. Intell..

[169]  Peishen Qi,et al.  Ontology Translation on the Semantic Web , 2003, OTM.

[170]  Huajun Chen,et al.  The Semantic Web , 2011, Lecture Notes in Computer Science.

[171]  Bijan Parsia,et al.  The modular structure of an ontology: an empirical study , 2010, Description Logics.

[172]  Avigdor Gal,et al.  A framework for modeling and evaluating automatic semantic reconciliation , 2005, The VLDB Journal.

[173]  Marc Ehrig Ontology Alignment: Bridging the Semantic Gap (Semantic Web and Beyond) , 2006 .

[174]  P. Haase An Analysis of Approaches to Resolving Inconsistencies in DL-based Ontologies , 2007 .

[175]  Volker Haarslev,et al.  RACER System Description , 2001, IJCAR.

[176]  Natalya F. Noy,et al.  Semantic integration: a survey of ontology-based approaches , 2004, SGMD.

[177]  Diego Calvanese,et al.  The Description Logic Handbook: Theory, Implementation, and Applications , 2003, Description Logic Handbook.

[178]  Erhard Rahm,et al.  Similarity flooding: a versatile graph matching algorithm and its application to schema matching , 2002, Proceedings 18th International Conference on Data Engineering.

[179]  Amit P. Sheth,et al.  Semantic Web Services, Processes and Applications (Semantic Web and Beyond: Computing for Human Experience) , 2006 .

[180]  Tony Veale,et al.  Corpus-Driven Contextualized Categorization , 2006, C&O@ECAI.

[181]  Frank van Harmelen,et al.  C-OWL: Contextualizing Ontologies , 2003, SEMWEB.

[182]  David Garlan,et al.  Context is key , 2005, CACM.

[183]  Guilin Qi,et al.  Approaches to Inconsistency Handling in Description-Logic Based Ontologies , 2007, OTM Workshops.

[184]  Guillermo Ricardo Simari,et al.  Defeasible logic programming: an argumentative approach , 2003, Theory and Practice of Logic Programming.

[185]  Heiner Stuckenschmidt,et al.  The 'Family of Languages' Approach to Semantic Interoperability , 2003, Knowledge Transformation for the Semantic Web.

[186]  S. Hussain,et al.  A Rule-based Method for Extracting RDF ( S ) and OWL Sub-ontologies , 2009 .