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Automated Geographical Information Fusion and Ontology Alignment

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References

  1. Arens Y, Knoblock C, Shen W-M (1996) Query Reformulation for Dynamic Information Integration. Journal of Intelligent Information Systems, 6(2/3):99–130

    Article  Google Scholar 

  2. Baru C, Gupta A, Ludäscher B, Marciano R, Papakonstantinou Y, Velikhov P, Chu V (1999) XML-based Information Mediation with MIX. In: Proc. of ACM SIGMOD Int. Conference on Management of Data. Philadelphia, Pennsylvania, USA, 597–599

    Google Scholar 

  3. Bayardo R, Bohrer W, Brice R, Cichocki A, Fowler J, Helal A, Kashyap V, Ksiezyk T, Martin G, Nodine M, Rashid M, Rusinkiewicz M, Shea R, Unnikrishnan C, Unruh A, Woelk D (1997) InfoSleuth: Agent-based Semantic Integration of Information in Open and Dynamic Environments. In: Proc. of the ACM SIGMOD Int. Conf. on Management of Data. Tucson, Arizona, USA, 195–206

    Google Scholar 

  4. Bennett B (2001) What is a Forest? On the Vagueness of Certain Geographic Concepts. Topoi, 20:189–201

    Article  Google Scholar 

  5. Berlin J, Motro A (2001) Autoplex: Automated Discovery of Contents for Virtual Databases. In: Proc. of the 9th Int. Conf. On Cooperative Information Systems. Trento, Italy, Lecture Notes in Computer Science, Springer, Berlin Heidelberg New York, 108–122

    Google Scholar 

  6. Berners-Lee T, Hendler J, Lassila O (2001) The Semantic Web. Scientific American, 279(5):34–43

    Article  Google Scholar 

  7. Boucelma O, Garinet J-Y, Lacroix Z (2003) The VirGIS WFS-based Spatial Mediation System. In: Proc. of the 12th Int Conf. on Information and Knowledge Management. New Orleans, Louisiana, USA, 370–374

    Google Scholar 

  8. Brodaric B, Gahegan M (2001) Learning Geoscience Categories In Situ: Implications for Geographic Knowledge Representation. In: Proc. of the 9th Int. Symp. on Advances in GIS. Atlanta, Georgia, USA, 130–135

    Google Scholar 

  9. Brodaric B, Gahegan M (2002) Distinguishing Instances and Evidence of Geographical Concepts for Geospatial Database Design. In: Proc. of the 2nd Int. Conf. on Geographic Information Science. Boulder, Colorado, USA, 22–37

    Google Scholar 

  10. Calvanese D, De Giacomo G, Lenzerini M, Nardi D, Rosati R (1998) Description Logic Framework for Information Integration. In: Proc. of the 6th Int. Conf. on Principles of Knowledge Representation and Reasoning. Trento, Italy, 2–13

    Google Scholar 

  11. Calvanese D, De Giacomo G, Nardi D, Lenzerini M (2001) Reasoning in Expressive Description Logics. In: Robinson A, Voronkov A (eds) Handbook of Automated Reasoning, 2:1581–1634

    Google Scholar 

  12. Chawathe S, Garcia-Molina H, Hammer J, Ireland K, Papakonstantinou Y, Ullman U, Widom J (1994) The TSIMMIS Project: Integration of Heterogeneous Information Sources. In: Proc. of the 10th Anniversary Meeting of the Information Processing Society of Japan. Tokyo, Japan, 7–18

    Google Scholar 

  13. Cohn A, Gotts N (1996) The “egg-yolk” Representation of Regions with Indeterminate Boundaries. In: Burrough P, Frank A (eds) Proc. of the GISDATA Specialist Meeting on Geographical Objects with Undetermined Boundaries. 171–188

    Google Scholar 

  14. Dasarathy B (2001) Information Fusion–What, Where, Why, When, and How? Information Fusion, 2(2):75–76

    Article  Google Scholar 

  15. Devogele T, Parent C, Spaccapietra S (1998) On Spatial Database Integration. Int. Journal of Geographical Information Science, 4(1):335–352

    Article  Google Scholar 

  16. Dhamankar R, Lee Y, Doan A, Halevy A, Domingos P (2004) iMAP: Discovering Complex Mappings Between Database Schemas. In: Weikum G, König A, Deßloch S (eds) Proc. of 2006 ACM SIGMOD Int. Conf. on Management of Data. Paris, France, 383–394

    Google Scholar 

  17. Doan A, Domingos P, Levy A (2000) Learning Source Description for Data Integration. In: Proc. of the ACM SIGMOD Workshop on The Web and Databases (Informal Proceedings). Dallas, Texas, USA, 81–86

    Google Scholar 

  18. Doan A, Madhavan J, Domingos P, Halevy A (2002) Learning to Map Between Ontologies on the Semantic Web. In: Proc. of the 11th Int. World Wide Web Conf. 662–673

    Google Scholar 

  19. Dononi F, Lenzerini M, Nardi D, Schaerf A (1996) Reasoning in Description Logics. In: Brewka G (ed) Principles of Knowledge Representation and Reasoning. CSLI Publications, 193–238

    Google Scholar 

  20. Duckham M, Lingham J, Mason K, Worboys M (2006) Qualitative Reasoning about Consistency in Geographic Information. Information Sciences, 176(6):601–627

    Article  Google Scholar 

  21. Duckham M, Mason K, Stell J, Worboys M (2001) A Formal Approach to Imperfection in Geographic Information. Computers, Environment and Urban Systems, 25:89–103

    Article  Google Scholar 

  22. Duckham M, Worboys M (2005) An Algebraic Approach to Automated Geospatial Information Fusion. Int. Journal of Geographic Information Science, 19(5):537–557

    Article  Google Scholar 

  23. Fisher P (1996) Boolean and Fuzzy Regions. In: Burrough P, Frank A (eds) Geographic Objects with Indeterminate Boundaries. Taylor and Francis, 87–94

    Google Scholar 

  24. Fisher P, Wood J (1998) What is a Mountain? Or the Englishman Who Went Up a Boolean Geographical Concept but Realised It Was Fuzzy. Geography, 83(3):247–256

    Google Scholar 

  25. Fonseca F, Davis C, Camara G (2003) Bridging Ontologies and Conceptual Schemas in Geographic Information Integration. Geoinformatica, 7(4):355–378

    Article  Google Scholar 

  26. Fonseca F, Egenhofer M (1999) Ontology-driven Geographic Information Systems. In: Medeiros CB (ed) Proc. of the 7th Symp. on Advances in GIS. Kansas City, USA, 14–19

    Google Scholar 

  27. Fonseca F, Egenhofer M, Agouris P, Câmara G (2002) Using Ontologies for Integrated Geographic Information Systems. Transactions in GIS, 6(3):231–257

    Article  Google Scholar 

  28. Gangemi A, Pisanelli D, Steve G (1998) Ontology Integration: Experiences with Medical Terminologies. In: Guarino N (ed), Proc. of the 1st Int. Conf. on Formal Ontology in Information Systems. Trento, Italy, IOS Press, 163–178

    Google Scholar 

  29. Ganter B, Wille R (1999) Formal Concept Analysis. Springer, Berlin Heidelberg New York

    MATH  Google Scholar 

  30. Garcia-Molina H, Papakonstantinou Y, Quass D, Rajaman A, Sagir Y, Ullman J, Vassalos V, Widom J (1997) The TSIMMIS Approach to Mediation: Data Models and Languages. Journal of Intelligent Information Systems, 8(2):117–132

    Article  Google Scholar 

  31. Góomez-Péerez A, Corcho O (2002) Ontology Languages for the Semantic Web. IEEE Intelligent Systems, 17(1):54–60

    Article  Google Scholar 

  32. Gruber T (1993) A Translation Approach to Portable Ontology Specifications. Knowledge Acquisition, 5(2):199–220

    Article  Google Scholar 

  33. Guarino N (1998) Formal Ontology and Information Systems. In: Guarino N (ed), Proc. of the 1st Int. Conf. on Formal Ontology in Information Systems. Trento, Italy, IOS Press, 3–15

    Google Scholar 

  34. Guarino N, Masolo C, Vetere G (1999) Ontoseek: Content-based Access to the Web. IEEE Intelligent Systems, 14(3):70–80

    Article  Google Scholar 

  35. Haarslev V, Möller R (2001). Description of the RACER System and Its Applications. In: Goble C, Möller R, Patel-Schneider P (eds) Proc. of the Int. Work. in Description Logics. Stanford, USA

    Google Scholar 

  36. He B, Chang K C-C (2006) Automatic Complex Schema Matching across Web Query Interfaces: A Correlation Mining Approach. ACM Transactions on Database Systems, 31(1):346–395

    Article  Google Scholar 

  37. Kavouras M, Kokla M (2002) A Method for the Formalization and Integration of Geographical Categorizations. Int. Journal of Geographical Information Science, 16(5):439–453

    Article  Google Scholar 

  38. Kavouras M, Kokla M, Tomai E (2005) Comparing Categories Among Geographic Ontologies. Computers & Geosciences, 31(2):145–154

    Article  Google Scholar 

  39. Keefe R, Smith P (1996) In: Keefe R, Smith P (eds) Vagueness: A Reader. MIT Press, Cambridge, MA

    Google Scholar 

  40. Kim W, Sea J (1992) Classifying Schematic and Data Heterogeneity in Multidatabase Systems. IEEE Computer, 24(12):12–18

    Google Scholar 

  41. Kokla M, Kavouras M (2001) Fusion of Top-Level and Geographic Domain Ontologies based on Context Formation and Complementarity. Int. Journal of Geographical Information Science, 15(7):679–687

    Article  Google Scholar 

  42. Lakshmanan L, Sadri F, Subramanian I (1993) On the Logical Foundations of Schema Integration and Evolution in Heterogeneous Database Systems. In: Ceri S, Tanaka K, Tsur S (eds) Proc. 3rd Int. Conf. on Deductive and Object-Oriented Databases, Lecture Notes in Computer Science, Springer, Berlin Heidelberg New York, 81–100

    Google Scholar 

  43. Li W-S, Clifton C (1994) Semantic Integration in Heterogeneous Databases Using Neural Networks. In: Bocca JB, Jarke M, Zaniolo C (eds) Proc. of the 20th Int. Conf. on Very Large Data Bases. Santiago de Chile, Chile, Morgan Kaufmann, 1–12

    Google Scholar 

  44. Li W-S, Clifton C (2000) SEMINT: A Tool for Identifying Attribute Correspondences in Heterogeneous Databases Using Neural Networks. Data and Knowledge Engineering, 33(1):49–84

    Article  MATH  Google Scholar 

  45. Madhavan J, Bernstein P, Rahm E (2001) Generic Schema Matching with Cupid. In: Apers P, Atzeni P, Ceri S, Paraboschi S, Ramamohanarao K, Snodgrass R (eds) Proc. of the 20th Int. Conf. on Very Large Data Bases. Roma, Italy, 49–58

    Google Scholar 

  46. Manoah S, Boucelma O, Lassoued Y (2004) Schema Matching in GIS. In: Bussler C, Fensel D (eds) Proc. of the 11th Int. Conf. on Artificial Intelligence: Methodology, Systems, and Applications. Varna, Bulgaria, Lecture Notes in Computer Science, Springer, Berlin Heidelberg New York, 500–509

    Google Scholar 

  47. McGuinness D (2003) Ontologies for Information Fusion. In: Proc. of the 6th Int. Conf. of Information Fusion. Carins, Queensland, Australia, 650–657

    Google Scholar 

  48. Mena E, Illarramendi A, Kashyap V, Sheth AP (2000) OBSERVER: An Approach for Query Processing in Global Information Systems based on Interoperation Across Pre-Existing Ontologies. Distributed Parallel Databases, 8(2):223–271

    Article  Google Scholar 

  49. Miller R, Haas L, Hernandez M (2000) Schema Mapping as Query Discovery. In: Proc. of the 26th Int. Conf.on Very Large Data Bases. Cairo, Egypt. Morgan Kaufmann, 77–88

    Google Scholar 

  50. Mitra P, Wiederhold G, Kersten M (2000) A Graph-Oriented Model for Articulation of Ontology Interdependencies. In: Zaniolo C, Lockemann PC, Scholl MH, Grust T (eds) Proc. of the 7th Conf. on Extending Database Technology. Lecture Notes in Computer Science, Springer, Berlin Heidelberg New York, 86–100

    Google Scholar 

  51. Noy N, Musen M (1999) An Algorithm for Merging and Aligning Ontologies: Automation and Tool Support. In: Proc. of the AAAI99 Work. on Ontology Management. Orlando, Florida, USA, AAAI Press, 17–27

    Google Scholar 

  52. Noy N, Musen M (2003) The PROMPT Suite: Interactive Tools for Ontology Merging and Mapping. Int. Journal of Human-Computer Studies, 59(6):983–1024

    Article  Google Scholar 

  53. Palopoli L, Rosaci D, Terracina G, Ursino D (2005) A Graph-based Approach for Extracting Terminological Properties from Information Sources with Heterogeneous Formats. Knowledge and Information Systems, 8(4):462–497

    Article  Google Scholar 

  54. Rahm E, Bernstein P (2001) A Survey of Approaches to Automatic Schema Matching. The VLDB Journal, 10(4):334–350

    Article  MATH  Google Scholar 

  55. Rosse C, Mejino J (2003) A Reference Ontology for Biomedical Informatics: the Foundational Model of Anatomy. Journal of Biomedical Informatics, 36(4):478–500

    Article  Google Scholar 

  56. Sheth A (1999) Interoperability and Spatial Information Theory. In: Goodchild M, Egenhofer M, Fegeas R, Kottman C (eds) Interoperating Geographic Information Systems, Kluwer, Dordrecht, Netherlands, 5–29

    Google Scholar 

  57. Sheth A, Kashyap V (1993) So Far (Schematically) Yet so Near (Semantically). In: Hsiao D, Neuhold E, Sacks-Davis R (eds) Proc.of the IFIP DS-5 Conf. on Semantics of Interoperable Database Systems. Lorne, Australia, 283–312

    Google Scholar 

  58. Spaccapietra S, Parent C, Dupont Y (1992) Model Independent Assertions for Integration of Heterogeneous Schemas. The VLDB Journal, 1(1):81–126

    Article  Google Scholar 

  59. Stell J, Worboys M (1997) The Algebraic Structure of Sets of Regions. In: Hirtle S, Frank A (eds) Proc. of the Int. Conf. on Spatial Information Theory. Laurel Highlands, Pennsylvania, USA, Lecture Notes in Computer Science, Springer, Berlin Heidelberg New York, 163–174

    Google Scholar 

  60. Stumme G, Maedche A (2001) FCA-Merge: Bottom-up Merging of Ontologies. In: Proc. of the 17th Int. Conf. on Artificial Intelligence. Seattle, Washington, USA, 225–230

    Google Scholar 

  61. Tejada S, Knoblock C, Minton S (2001) Learning Object Identification Rules for Information Integration. Information Systems, 26(8):607–633

    Article  MATH  Google Scholar 

  62. Tzitzikas Y, Spyratos N, Constantopoulos P (2001) Mediators over Ontology-based Information Sources. In: Proc of the 2nd Int. Conf. on Web Information Systems Engineering. Kyoto, Japan, 31–40

    Google Scholar 

  63. Uitermark H, Oosterom P, Mars N, Molenaar M (1999) Ontology-based Geographic Data Set Integration. In: Böhlen M, Jensen C, Scholl M (eds) Proc. of the Int. Work. on Spatio-Temporal Database Management. Edinburgh, Scotland, Lecture Notes in Computer Science, Springer, Berlin Heidelberg New York, 60–79

    Google Scholar 

  64. Umemura K, Murao O, Yamazaki F (2000) Development of GIS-based Building Damage Database for the 1995 Kobe Earthquake. In: Proc. of the 21st Asian Conf. on Remote Sensing. 389–394

    Google Scholar 

  65. Vckovski A (1998) Interoperable and Distributed Processing in GIS. Taylor & Francis, London

    Google Scholar 

  66. Wache H, Vögele T, Visser U, Stuckenschmidt H, Schuster G, Neumann H, Hübner S (2001) Ontology-based Integration of Information–A Survey of Existing Approaches. In: Stuckenschmidt H (ed) Proc. of the IJCAI-01 Work. on Ontologies and Information Sharing. Seattle, Washington, USA, 108–117

    Google Scholar 

  67. Wald L (1999) Definitions and Terms of Reference in Data Fusion. In: Baltsavias E, Csatho B, Hahn M, Koch B, Sieber A, Wald L, Wang D (eds) Int. Archives of Photogrammetry and Remote Sensing. 2–6

    Google Scholar 

  68. Widom J (1995) Research Problems in Data Warehousing. In: Proc. of the 4th Int. Conf. on Information and Knowledge Management. Baltimore, Maryland, USA

    Google Scholar 

  69. Wiederhold G (1992) Mediators in the Architecture of Future Information Systems. IEEE Computer, 25(3):38–49

    Google Scholar 

  70. Worboys MF, Clementini E (2001) Integration of Imperfect Spatial Information. Journal of Visual Languages and Computing, 12:61–80

    Article  Google Scholar 

  71. Worboys MF, Duckham M (2002) Integrating Spatio-Thematic Information. In: Egenhofer M, Mark D (eds) Geographic Information Science. Lecture Notes in Computer Science, Springer, Berlin Heidelberg New York, 346–361

    Chapter  Google Scholar 

  72. Worboys MF, Duckham M (2004) GIS: A Computing Perspective, 2nd edition. CRC Press.

    Google Scholar 

  73. Zhou G, Hull R, King R, Franchitti J-C (1995) Data Integration and Warehousing Using H2O. IEEE Data Engineering Bulletin, 18(2):29–40

    Google Scholar 

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  1. University of Melbourne, Melbourne, Australia

    Matt Duckham

  2. University of Maine, Orono, USA

    Mike Worboys

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  1. Matt Duckham
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  1. University of Verona, Department of Computer Science, Strada Le Grazie 15, 37100 Verona, Italy

    Alberto Belussi

  2. University of Genova, Department of Computer and Information Sciences, Via Dodecaneso 35, 16146 Genova, Italy

    Barbara Catania

  3. University of L’Aquila, Department of Electrical Engineering, Monteluco di Roio, 67040 L’Aquila, Italy

    Eliseo Clementini

  4. University of Insubria, Via Mazzini 5, 21100 Varese, Italy

    Elena Ferrari

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Duckham, M., Worboys, M. (2007). Automated Geographical Information Fusion and Ontology Alignment. In: Belussi, A., Catania, B., Clementini, E., Ferrari, E. (eds) Spatial Data on the Web. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69878-4_6

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