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An ontology-driven case study for the knowledge representation of management information systems
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An ontology-driven case study for the knowledge representation of management information systems

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  • 1. 1 An Ontology-Driven Case Study for tology-Driven Case Study for the Knowledge Representatio of MIS the Knowledge Representation of on Management Information Systems e José A. Asensio, Nicolás Padilla, Luis Iribarne 1Applied Computing Group, University of Almería, SPAIN {jacortes, npadilla, luis.iribarne@ual.es C WSKS, Mykonos, GREECEAn Ont 21-23th September, 2011 Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 2. 2 tology-Driven Case Study for the Knowledge Representatio of MIS Index • Context on • ODA: Data Ontologies e • ODA: Process Ontologies • Planning C • C Conclusions l iAn Ont Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 3. 3 tology-Driven Case Study for the Knowledge Representatio of MIS Context • WMIS facilitate information retrieval and on decision-making, allowing cooperative work. e • WMIS d i and d l design d development require t i standard methods and techniques: C – Model-Driven Architectures (MDA), and – Ontology-Driven Architectures (ODA). gy ( )An Ont Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 4. 4 tology-Driven Case Study for the Knowledge Representatio of MIS Context SOLERES on Environmental Management Information System ▼ e SOLERES-KRS Knowledge Representation Subsystem ▼ C Ontology-Driven ArchitecturesAn Ont Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 5. 5 tology-Driven Case Study for the Knowledge Representatio of MIS Context SOLERES on Environmental Management Information System ▼ e SOLERES-KRS Knowledge Representation Subsystem ▼ C Ontology-Driven ArchitecturesAn Ont Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 6. 6 tology-Driven Case Study for the Knowledge Representatio of MIS Context SOLERES on Environmental Management Information System ▼ e SOLERES-KRS Knowledge Representation Subsystem ▼ C Ontology-Driven ArchitecturesAn Ont Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 7. 7 tology-Driven Case Study for the Knowledge Representatio of MIS Context • Ontologies have been used for: g on – describing the information domain knowledge e in the system, and – modeling the processes and communications between system components.An Ont C Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 8. 8 tology-Driven Case Study for the Knowledge Representatio of MIS on Context User Interface User Interface Processes Processes HCI e MiddlewareAn Ont C EPU EPU KRS Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 9. 9 tology-Driven Case Study for the Knowledge Representatio of MIS on Context User Interface User Interface Processes Processes HCI e Middleware C EIMAn Ont EPU EPU KRS EID Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 10. 10 tology-Driven Case Study for the Knowledge Representatio of MIS on Context User Interface User Interface Processes Processes HCI e Middleware C EIMAn Ont EPU EPU KRS EID Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 11. 11 tology-Driven Case Study for the Knowledge Representatio of MIS on Context User Interface User Interface Processes Processes HCI e Middleware C EIMAn Ont EPU EPU KRS EID Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 12. 12 ODA: Data Ontologies. EIM Ontology (I) SOLERES_concept tology-Driven Case Study for the Knowledge Representatio of MIS 1 1 1 1 on cartography id g p y_ ecological_classification_id g * * Cartography Ecological_classification -id -id 1 cartography_ecological_classification_id -observations -name -... ecological_classification_cartography_id * -description -... 1 1 * * * 1..* 1 e classification_technician_id start_date_id hierarchycal_hierarchycal_id geography_id layer_id end_date_id classification_hierarchycal_id technician_id time_id grid_id 1 1 1..* * 1..* * 1 1 1 1 Geography Layer Technician Time Grid Classification_hierarchycal -id -id -id -id -id -id * -name -name -first_name -day -square_side_size -hierarchycal_level -area -... -last_name -month -number_columns -... -perimeter -e-mail -year -number_rows -utm_x * 1 1 -telephone -hour -utm_x * * * -utm_y hierarchycal_layer_id -organization -minute -utm_y C -town -... -second -... -locality -scale -... variable_id layer_resource_id 1 1..* Resource Variable -id -id -name -nameAn Ont -uri -sinonymous 1.. 1 * -size -measure hierarchycal_variable... -... -category -type 1..* -accuracy new_variable_id -min_value -max_value -... * 1 variable_variable_id Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 13. 13 ODA: Data Ontologies. EIM Ontology (I) SOLERES_concept tology-Driven Case Study for the Knowledge Representatio of MIS 1 1 1 1 on cartography id g p y_ ecological_classification_id g * * Cartography Ecological_classification -id -id 1 cartography_ecological_classification_id -observations -name -... ecological_classification_cartography_id * -description -... 1 1 * * * 1..* 1 e classification_technician_id start_date_id hierarchycal_hierarchycal_id geography_id layer_id end_date_id classification_hierarchycal_id technician_id time_id grid_id 1 1 1..* * 1..* * 1 1 1 1 Geography Layer Technician Time Grid Classification_hierarchycal -id -id -id -id -id -id * -name -name -first_name -day -square_side_size -hierarchycal_level -area -... -last_name -month -number_columns -... -perimeter -e-mail -year -number_rows -utm_x * 1 1 -telephone -hour -utm_x * * * -utm_y hierarchycal_layer_id -organization -minute -utm_y C -town -... -second -... -locality -scale -... variable_id layer_resource_id 1 1..* Resource Variable -id -id -name -nameAn Ont -uri -sinonymous 1.. 1 * -size -measure hierarchycal_variable... -... -category -type 1..* -accuracy new_variable_id -min_value -max_value -... * 1 variable_variable_id Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 14. 14 ODA: Data Ontologies. EIM Ontology (I) SOLERES_concept tology-Driven Case Study for the Knowledge Representatio of MIS 1 1 1 1 on cartography id g p y_ ecological_classification_id g * * Cartography Ecological_classification -id -id 1 cartography_ecological_classification_id -observations -name -... ecological_classification_cartography_id * -description -... 1 1 * * * 1..* 1 e classification_technician_id start_date_id hierarchycal_hierarchycal_id geography_id layer_id end_date_id classification_hierarchycal_id technician_id time_id grid_id 1 1 1..* * 1..* * 1 1 1 1 Geography Layer Technician Time Grid Classification_hierarchycal -id -id -id -id -id -id * -name -name -first_name -day -square_side_size -hierarchycal_level -area -... -last_name -month -number_columns -... -perimeter -e-mail -year -number_rows -utm_x * 1 1 -telephone -hour -utm_x * * * -utm_y hierarchycal_layer_id -organization -minute -utm_y C -town -... -second -... -locality -scale -... variable_id layer_resource_id 1 1..* Resource Variable -id -id -name -nameAn Ont -uri -sinonymous 1.. 1 * -size -measure hierarchycal_variable... -... -category -type 1..* -accuracy new_variable_id -min_value -max_value -... * 1 variable_variable_id Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 15. 15 tology-Driven Case Study for the Knowledge Representatio of MIS ODA: Data Ontologies. EIM Ontology (II) SOLERES_concept 1 1 1 1 1 on satellite_image image_classification * * Satellite_image Image_classification -id 1..* -id * -name -name -size image_classif_sat_image sat_image_image_classif -description -... -training_type -classificator_type * * * 1..* -... e tech_image_classif * * * 1..* 1..* 1..* 1 sat_image_sat satellite image_classif_tech 1..* 1..* technician start_date end_date Satellite * 1..* 1 1 training_set * perform_indicator 1 classes 1..* classified_image 1 -id -name Technician Time Training_set Performance_indicator Classes Classified_image -agency_name -id -id -id -id -id -id -... -first_name -day -... -separability -name -... -last_name -month -quality -value 1 -email -hour 1 1..* -confiability -observations 1 -telephone -minute -organization -second classes_training_set 1..* -... training_set_classes 1..* instrument Instrument -id C -name name -... resource resource resource 1..* 1 1 * 1..* Resource -id instrument_band -name -uri resolution satellite_image_band resolution -size <<enumeration>> <<enumeration>> 1..* 1..* * band -... Classificator type Training type 1 1An Ont -Isodata -Supervised Resolution Band -K_medias -Unsupervised -id -id -Min_distance -spectral -name -Mahalanobis -radiometric -description -Max_probability -temporal -min_bandwidth -Paralelepipedes -spatial -max_bandwidth -Feature_Space -observations -... -Fuzzy Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 16. 16 tology-Driven Case Study for the Knowledge Representatio of MIS ODA: Data Ontologies. EIM Ontology (II) SOLERES_concept 1 1 1 1 1 on satellite_image image_classification * * Satellite_image Image_classification -id 1..* -id * -name -name -size image_classif_sat_image sat_image_image_classif -description -... -training_type -classificator_type * * * 1..* -... e tech_image_classif * * * 1..* 1..* 1..* 1 sat_image_sat satellite image_classif_tech 1..* 1..* technician start_date end_date Satellite * 1..* 1 1 training_set * perform_indicator 1 classes 1..* classified_image 1 -id -name Technician Time Training_set Performance_indicator Classes Classified_image -agency_name -id -id -id -id -id -id -... -first_name -day -... -separability -name -... -last_name -month -quality -value 1 -email -hour 1 1..* -confiability -observations 1 -telephone -minute -organization -second classes_training_set 1..* -... training_set_classes 1..* instrument Instrument -id C -name name -... resource resource resource 1..* 1 1 * 1..* Resource -id instrument_band -name -uri resolution satellite_image_band resolution -size <<enumeration>> <<enumeration>> 1..* 1..* * band -... Classificator type Training type 1 1An Ont -Isodata -Supervised Resolution Band -K_medias -Unsupervised -id -id -Min_distance -spectral -name -Mahalanobis -radiometric -description -Max_probability -temporal -min_bandwidth -Paralelepipedes -spatial -max_bandwidth -Feature_Space -observations -... -Fuzzy Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 17. 17 tology-Driven Case Study for the Knowledge Representatio of MIS ODA: Data Ontologies. EIM Ontology (II) SOLERES_concept 1 1 1 1 1 on satellite_image image_classification * * Satellite_image Image_classification -id 1..* -id * -name -name -size image_classif_sat_image sat_image_image_classif -description -... -training_type -classificator_type * * * 1..* -... e tech_image_classif * * * 1..* 1..* 1..* 1 sat_image_sat satellite image_classif_tech 1..* 1..* technician start_date end_date Satellite * 1..* 1 1 training_set * perform_indicator 1 classes 1..* classified_image 1 -id -name Technician Time Training_set Performance_indicator Classes Classified_image -agency_name -id -id -id -id -id -id -... -first_name -day -... -separability -name -... -last_name -month -quality -value 1 -email -hour 1 1..* -confiability -observations 1 -telephone -minute -organization -second classes_training_set 1..* -... training_set_classes 1..* instrument Instrument -id C -name name -... resource resource resource 1..* 1 1 * 1..* Resource -id instrument_band -name -uri resolution satellite_image_band resolution -size <<enumeration>> <<enumeration>> 1..* 1..* * band -... Classificator type Training type 1 1An Ont -Isodata -Supervised Resolution Band -K_medias -Unsupervised -id -id -Min_distance -spectral -name -Mahalanobis -radiometric -description -Max_probability -temporal -min_bandwidth -Paralelepipedes -spatial -max_bandwidth -Feature_Space -observations -... -Fuzzy Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 18. 18 tology-Driven Case Study for the Knowledge Representatio of MIS ODA: Data Ontologies. EID Ontology “... A Cartographical map stores its information in Layers identified by a set of Variables while a Satellite image stores Variables, on its information in Bands. Both the Cartographical and Satellite classification have Geographical information associated and are carried out at a given Time by some Technicians...”An Ont C e Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 19. 19 tology-Driven Case Study for the Knowledge Representatio of MISAn Ont C e on ODA: Process Ontologies. Admin Ontology Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 20. 20 tology-Driven Case Study for the Knowledge Representatio of MIS on ODA: Process Ontologies. Admin Ontology ConceptsAn Ont C e Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 21. 21 tology-Driven Case Study for the Knowledge Representatio of MIS on ODA: Process Ontologies. Admin Ontology Concepts ActionsAn Ont C e Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 22. 22 tology-Driven Case Study for the Knowledge Representatio of MIS on ODA: Process Ontologies. Admin Ontology Concepts Actions e PredicatesAn Ont C Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 23. 23 tology-Driven Case Study for the Knowledge Representatio of MISAn Ont C e on ODA: Process Ontologies. Admin Ontology Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 24. 24 tology-Driven Case Study for the Knowledge Representatio of MISAn Ont C e on ODA: Process Ontologies. Register Ontology Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 25. 25 tology-Driven Case Study for the Knowledge Representatio of MIS e on ODA: Process Ontologies. Register Ontology ActionsAn Ont C Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 26. 26 tology-Driven Case Study for the Knowledge Representatio of MIS ODA: Process Ontologies. Register Ontology ConceptsAn Ont C e on Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 27. 27 tology-Driven Case Study for the Knowledge Representatio of MIS e on ODA: Process Ontologies. Register Ontology PredicatesAn Ont C Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 28. 28 tology-Driven Case Study for the Knowledge Representatio of MIS e on ODA: Process Ontologies. Lookup Ontology ActionsAn Ont C Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 29. 29 tology-Driven Case Study for the Knowledge Representatio of MIS ODA: Process Ontologies. Lookup Ontology ConceptsAn Ont C e on Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 30. 30 tology-Driven Case Study for the Knowledge Representatio of MISAn Ont C e on Planning Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 31. 31 tology-Driven Case Study for the Knowledge Representatio of MISAn Ont C e on Planning Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 32. 32 tology-Driven Case Study for the Knowledge Representatio of MISAn Ont C e on Planning Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 33. 33 tology-Driven Case Study for the Knowledge Representatio of MISAn Ont C e on Planning Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 34. 34 tology-Driven Case Study for the Knowledge Representatio of MIS Conclusions • Ontology-Driven Architecture has been gy on used in SOLERES-KRS for: e – representing the domain information (EIM and EID Ontologies) and Ontologies), – defining the behaviour and interaction C protocols (Admin, Register and Lookup Ontologies).An Ont Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011
  • 35. 35 An Ontology-Driven Case Study for the K th Knowledge R l d Representation of t ti f tology-Driven Case Study for the Knowledge Representatio of MIS Management Information Systems on Thank you for your attention!! e Contact: jacortes@ual.es Applied Computing Group University of Almería, SPAIN http://www.ual.es/acg p // / g C A Methodology for the Recovery and Exploitation of Environmental Information (TIN2010-15588) (TIN2010 15588)An Ont Development of an Intelligent Web Agent for Environmental Information (TIC-6114) Applied Computing Group 4th World Summit on the Knowledge Society University of Almería, SPAIN Mykonos (GREECE), 21-23th September, 2011