SlideShare a Scribd company logo
Beniamino Murgante Spatial Information Systems yesterday, today and tomorrow e-mail:  [email_address] url:  http://www.unibas.it/utenti/murgante/Benny.html Skype: beniamino.murgante Linkedin:  http://www.linkedin.com/pub/beniamino-murgante/7/960/9aa
My books
My books
Other books and special issues   Analysing, Modelling and Visualizing Spatial Environmental Data NeoGeography and WikiPlanning"
Network co-founder
Network co-founder
Network co-founder
Network co-founder
Network co-founder 1,403   Members  
Network co-founder 1,680  Members  
History of GIS Ian McHarg 1969
History of GIS 1969 Physiographic obstructions Social aspects
History of GIS 1969 Physiographic obstructions
Origin of GIS
Evolution of GIS Cost of the GIS software (Longley, et al. 2001)
Evolution of GIS Increase   of GIS software functions (Longley, et al. 2001)
Evolution of GIS Growth   of personal computers power  (Moore's law ) (Longley, et al. 2001)
Evolution of GIS
Evolution of GIS
Evolution of GIS GIS users tend to develop their own data sets for many reason:  1. they  may not know available existing data sets  that could be appropriately used for their applications; 2. access  to these data sets is difficult; 3. they are not used to  sharing data  sets with other sectors and/or organizations;  4. existing geospatial data sets stored in a certain GIS  system  may not be easily exported to another system.
Evolution of GIS As a result, the new age of GIS is still characterized by: 1. many actors  involved in data collection and distribution; 2. a  proliferation of GIS applications , product types, and formats; 3. duplication  as a consequence of the  difficulties to access the existing data,  and the highly specific quality of the data collected; 4. increasing  difficulty in the exchange  and use of data that came  from different organizations ;
CANRI 1999   Evolution of GIS
Executive Order 12906  ,[object Object],[object Object],[object Object],[object Object]
Executive Order 12906
Executive Order 12906
Executive Order 12906 ,[object Object],[object Object],[object Object],[object Object]
Nebert,  The SDI Cookbook Information Resource 1. Document Metadata Data Server Metadata Server 2. Publish User Registry 3. Register 4. Query 5. Access
Nebert,  The SDI Cookbook Web Client Clearinghouse Servers Gateway(s) User Z39.50 protocol HTTP protocol Service Registry Web Server ,[object Object],[object Object]
National Spatial Data Infrastructure
National Spatial Data Infrastructure
National Spatial Data Infrastructure
National Spatial Data Infrastructure
National Spatial Data Infrastructure
National Spatial Data Infrastructure
National Spatial Data Infrastructure
National Spatial Data Infrastructure
National Spatial Data Infrastructure
Geoportals
Interoperability ,[object Object],[object Object],[object Object],[object Object]
Information-Explosion Era ,[object Object],[object Object],[object Object],[object Object],[object Object]
Information-Explosion Era
Information-Explosion Era
Information-Explosion Era Google Earth bing virtual earth openstreetmap
Information-Explosion Era
Information-Explosion Era
Information-Explosion Era http://www.giscloud.com/map/11766/timatongis/tourism-in-matera-on-geographic-information-system
Information-Explosion Era
Semantic Matching http://slashgeo.org/2011/05/24/Geospatial-Semantic-Web-Part-Inevitable-Future
Semantic Matching  Neither a standard data format nor a common data model allows for the transfer of the  meaning  of information The more complex issue of  what  is represented instead of  how  it is represented needs to be addressed
Semantic Matching  Users   Table Vegetation  Table Fauna  … Logical  Model  Fauna wolf wildcat fox … Database Vegetation Conifers Hardwood  Species,  Mediterranean macchia…   fauna forest live Conceptual Model Vegetation Fauna observer Real world
Semantic Matching Perception Lake???  Body of water???  Lagoon??? Basin???
ONTOLOGY: definitions ,[object Object],[object Object],[object Object]
ONTOLOGY: definitions ,[object Object],[object Object]
ONTOLOGY: definitions ,[object Object],[object Object],[object Object]
ONTOLOGY ,[object Object],[object Object],[object Object],[object Object],[object Object]
ONTOLOGY Fundamental steps in ontology building, represented through a layer cake (adapted from Cimiano, 2006).
ONTOLOGY ,[object Object],[object Object],[object Object]
Ontologies Vs Database The ontology is a formal explicit model for a domain ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Ontologies Database
Building ontologies for disaster management:  seismic risk domain Damage definition  B. Murgante, G. Scardaccione,  G. Las Casas
Building ontologies for disaster management:  seismic risk domain Damage definition B. Murgante, G. Scardaccione,  G. Las Casas
Building ontologies for disaster management:  seismic risk domain Definition of emergency area and strategic elements B. Murgante, G. Scardaccione,  G. Las Casas
Building ontologies for disaster management:  seismic risk domain Relationship IS_A   is a link generalization / specialization among entities Super-class  entities generalize the sub-classes Sub-class  entities are Super-class specialization Sub-classes  inherit  Super-class attributes B. Murgante, G. Scardaccione,  G. Las Casas Attribute 1 Sub-class 1 Super-class Sub-class 2 Attribute 2 Attribute 3 IS_A
Super-class Sub-class Building ontologies for disaster management:  seismic risk domain B. Murgante, G. Scardaccione,  G. Las Casas
Relationship Contribuisce a Vulnerabilità Rischio sismico Building ontologies for disaster management:  seismic risk domain B. Murgante, G. Scardaccione,  G. Las Casas
Relationship IS_A
Building ontologies for disaster management:  seismic risk domain B. Murgante, G. Scardaccione,  G. Las Casas
Building ontologies for disaster management:  seismic risk domain B. Murgante, G. Scardaccione,  G. Las Casas
Building ontologies for disaster management:  seismic risk domain Representation of relationships between concepts B. Murgante, G. Scardaccione,  G. Las Casas
Attributes inherited  from type of  vulnerability  Specific attribute of physic vulnerability  Defining properties Building ontologies for disaster management:  seismic risk domain B. Murgante, G. Scardaccione,  G. Las Casas
Ontological Network  Tree structure concerning seismic risk.

More Related Content

Similar to Spatial Information Systems yesterday, today and tomorrow

Blockchain Design and Modelling
Blockchain Design and ModellingBlockchain Design and Modelling
Blockchain Design and Modelling
Nicolae Sfetcu
 
Personalized Real-Time Virtual Tours in Places with Cultural Interest
Personalized Real-Time Virtual Tours in Places with Cultural InterestPersonalized Real-Time Virtual Tours in Places with Cultural Interest
Personalized Real-Time Virtual Tours in Places with Cultural Interest
University of Piraeus
 
On the Navigability of Social Tagging Systems
On the Navigability of Social Tagging SystemsOn the Navigability of Social Tagging Systems
On the Navigability of Social Tagging Systems
Markus Strohmaier
 
09063407 d individual_paper
09063407 d individual_paper09063407 d individual_paper
09063407 d individual_paper
lsgi4321
 
Agent-Based Modeling
Agent-Based ModelingAgent-Based Modeling
Agent-Based Modeling
Kelly Lipiec
 
Dc32644652
Dc32644652Dc32644652
Dc32644652
IJERA Editor
 
Cert Overview
Cert OverviewCert Overview
Cert Overview
mattnik
 
A Picture Is Worth A Thousand Questions Docx
A Picture Is Worth A Thousand Questions DocxA Picture Is Worth A Thousand Questions Docx
A Picture Is Worth A Thousand Questions Docx
Webometrics Class
 
Pratt Sils LIS653 4 Fall 2007
Pratt Sils LIS653 4 Fall 2007Pratt Sils LIS653 4 Fall 2007
Pratt Sils LIS653 4 Fall 2007
PrattSILS
 
ICDMWorkshopProposal.doc
ICDMWorkshopProposal.docICDMWorkshopProposal.doc
ICDMWorkshopProposal.doc
butest
 
Information technology capabilities for digital social networks
Information technology capabilities for digital social networksInformation technology capabilities for digital social networks
Information technology capabilities for digital social networks
camillegrange
 
Ontology Tutorial: Semantic Technology for Intelligence, Defense and Security
Ontology Tutorial: Semantic Technology for Intelligence, Defense and SecurityOntology Tutorial: Semantic Technology for Intelligence, Defense and Security
Ontology Tutorial: Semantic Technology for Intelligence, Defense and Security
Barry Smith
 
Information_infrastructures_and_public_g.pdf
Information_infrastructures_and_public_g.pdfInformation_infrastructures_and_public_g.pdf
Information_infrastructures_and_public_g.pdf
Hamza Deeb
 
I have a discussion in class Please read and brief the foll.docx
I have a discussion in class  Please read and brief the foll.docxI have a discussion in class  Please read and brief the foll.docx
I have a discussion in class Please read and brief the foll.docx
wilcockiris
 
ICAME 2010
ICAME 2010ICAME 2010
ICAME 2010
nottyknight
 
Reference 5
Reference 5Reference 5
Reference 5
amirahjuned
 
Qualitative Journal 1
Qualitative Journal 1Qualitative Journal 1
Qualitative Journal 1
amirahjuned
 
Raford overcomingbias
Raford overcomingbiasRaford overcomingbias
Raford overcomingbias
Pih Macho
 
Crowd-sourcing free and open geographic data: information poverty solutions f...
Crowd-sourcing free and open geographic data: information poverty solutions f...Crowd-sourcing free and open geographic data: information poverty solutions f...
Crowd-sourcing free and open geographic data: information poverty solutions f...
Kudos S.A.S
 
6. cmc new
6. cmc new6. cmc new
6. cmc new
dunianyamaya
 

Similar to Spatial Information Systems yesterday, today and tomorrow (20)

Blockchain Design and Modelling
Blockchain Design and ModellingBlockchain Design and Modelling
Blockchain Design and Modelling
 
Personalized Real-Time Virtual Tours in Places with Cultural Interest
Personalized Real-Time Virtual Tours in Places with Cultural InterestPersonalized Real-Time Virtual Tours in Places with Cultural Interest
Personalized Real-Time Virtual Tours in Places with Cultural Interest
 
On the Navigability of Social Tagging Systems
On the Navigability of Social Tagging SystemsOn the Navigability of Social Tagging Systems
On the Navigability of Social Tagging Systems
 
09063407 d individual_paper
09063407 d individual_paper09063407 d individual_paper
09063407 d individual_paper
 
Agent-Based Modeling
Agent-Based ModelingAgent-Based Modeling
Agent-Based Modeling
 
Dc32644652
Dc32644652Dc32644652
Dc32644652
 
Cert Overview
Cert OverviewCert Overview
Cert Overview
 
A Picture Is Worth A Thousand Questions Docx
A Picture Is Worth A Thousand Questions DocxA Picture Is Worth A Thousand Questions Docx
A Picture Is Worth A Thousand Questions Docx
 
Pratt Sils LIS653 4 Fall 2007
Pratt Sils LIS653 4 Fall 2007Pratt Sils LIS653 4 Fall 2007
Pratt Sils LIS653 4 Fall 2007
 
ICDMWorkshopProposal.doc
ICDMWorkshopProposal.docICDMWorkshopProposal.doc
ICDMWorkshopProposal.doc
 
Information technology capabilities for digital social networks
Information technology capabilities for digital social networksInformation technology capabilities for digital social networks
Information technology capabilities for digital social networks
 
Ontology Tutorial: Semantic Technology for Intelligence, Defense and Security
Ontology Tutorial: Semantic Technology for Intelligence, Defense and SecurityOntology Tutorial: Semantic Technology for Intelligence, Defense and Security
Ontology Tutorial: Semantic Technology for Intelligence, Defense and Security
 
Information_infrastructures_and_public_g.pdf
Information_infrastructures_and_public_g.pdfInformation_infrastructures_and_public_g.pdf
Information_infrastructures_and_public_g.pdf
 
I have a discussion in class Please read and brief the foll.docx
I have a discussion in class  Please read and brief the foll.docxI have a discussion in class  Please read and brief the foll.docx
I have a discussion in class Please read and brief the foll.docx
 
ICAME 2010
ICAME 2010ICAME 2010
ICAME 2010
 
Reference 5
Reference 5Reference 5
Reference 5
 
Qualitative Journal 1
Qualitative Journal 1Qualitative Journal 1
Qualitative Journal 1
 
Raford overcomingbias
Raford overcomingbiasRaford overcomingbias
Raford overcomingbias
 
Crowd-sourcing free and open geographic data: information poverty solutions f...
Crowd-sourcing free and open geographic data: information poverty solutions f...Crowd-sourcing free and open geographic data: information poverty solutions f...
Crowd-sourcing free and open geographic data: information poverty solutions f...
 
6. cmc new
6. cmc new6. cmc new
6. cmc new
 

More from Beniamino Murgante

Analyzing and assessing ecological transition in building sustainable cities
Analyzing and assessing ecological transition in building sustainable citiesAnalyzing and assessing ecological transition in building sustainable cities
Analyzing and assessing ecological transition in building sustainable cities
Beniamino Murgante
 
Smart Cities: New Science for the Cities
Smart Cities: New Science for the CitiesSmart Cities: New Science for the Cities
Smart Cities: New Science for the Cities
Beniamino Murgante
 
The evolution of spatial analysis and modeling in decision processes
The evolution of spatial analysis and modeling in decision processesThe evolution of spatial analysis and modeling in decision processes
The evolution of spatial analysis and modeling in decision processes
Beniamino Murgante
 
Smart City or Urban Science?
Smart City or Urban Science?Smart City or Urban Science?
Smart City or Urban Science?
Beniamino Murgante
 
Involving citizens in smart energy approaches: the experience of an energy pa...
Involving citizens in smart energy approaches: the experience of an energy pa...Involving citizens in smart energy approaches: the experience of an energy pa...
Involving citizens in smart energy approaches: the experience of an energy pa...
Beniamino Murgante
 
Programmazione per la governance territoriale in tema di tutela della biodive...
Programmazione per la governance territoriale in tema di tutela della biodive...Programmazione per la governance territoriale in tema di tutela della biodive...
Programmazione per la governance territoriale in tema di tutela della biodive...
Beniamino Murgante
 
Involving Citizens in a Participation Process for Increasing Walkability
Involving Citizens in a Participation Process for Increasing WalkabilityInvolving Citizens in a Participation Process for Increasing Walkability
Involving Citizens in a Participation Process for Increasing Walkability
Beniamino Murgante
 
Presentation of ICCSA 2019 at the University of Saint petersburg
Presentation of ICCSA 2019 at the University of Saint petersburg Presentation of ICCSA 2019 at the University of Saint petersburg
Presentation of ICCSA 2019 at the University of Saint petersburg
Beniamino Murgante
 
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
Beniamino Murgante
 
Presentation of ICCSA 2017 at the University of trieste
Presentation of ICCSA 2017 at the University of triestePresentation of ICCSA 2017 at the University of trieste
Presentation of ICCSA 2017 at the University of trieste
Beniamino Murgante
 
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
Beniamino Murgante
 
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
Beniamino Murgante
 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
Beniamino Murgante
 
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
Beniamino Murgante
 
Garden in motion. An experience of citizens involvement in public space regen...
Garden in motion. An experience of citizens involvement in public space regen...Garden in motion. An experience of citizens involvement in public space regen...
Garden in motion. An experience of citizens involvement in public space regen...
Beniamino Murgante
 
Planning and Smartness: the true challenge
Planning and Smartness: the true challengePlanning and Smartness: the true challenge
Planning and Smartness: the true challenge
Beniamino Murgante
 
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
Beniamino Murgante
 
Murgante smart energy
Murgante smart energyMurgante smart energy
Murgante smart energy
Beniamino Murgante
 
Informazione Geografica, Città, Smartness
Informazione Geografica, Città, Smartness Informazione Geografica, Città, Smartness
Informazione Geografica, Città, Smartness
Beniamino Murgante
 
Tecnologie, Territorio, Smartness
Tecnologie, Territorio, SmartnessTecnologie, Territorio, Smartness
Tecnologie, Territorio, Smartness
Beniamino Murgante
 

More from Beniamino Murgante (20)

Analyzing and assessing ecological transition in building sustainable cities
Analyzing and assessing ecological transition in building sustainable citiesAnalyzing and assessing ecological transition in building sustainable cities
Analyzing and assessing ecological transition in building sustainable cities
 
Smart Cities: New Science for the Cities
Smart Cities: New Science for the CitiesSmart Cities: New Science for the Cities
Smart Cities: New Science for the Cities
 
The evolution of spatial analysis and modeling in decision processes
The evolution of spatial analysis and modeling in decision processesThe evolution of spatial analysis and modeling in decision processes
The evolution of spatial analysis and modeling in decision processes
 
Smart City or Urban Science?
Smart City or Urban Science?Smart City or Urban Science?
Smart City or Urban Science?
 
Involving citizens in smart energy approaches: the experience of an energy pa...
Involving citizens in smart energy approaches: the experience of an energy pa...Involving citizens in smart energy approaches: the experience of an energy pa...
Involving citizens in smart energy approaches: the experience of an energy pa...
 
Programmazione per la governance territoriale in tema di tutela della biodive...
Programmazione per la governance territoriale in tema di tutela della biodive...Programmazione per la governance territoriale in tema di tutela della biodive...
Programmazione per la governance territoriale in tema di tutela della biodive...
 
Involving Citizens in a Participation Process for Increasing Walkability
Involving Citizens in a Participation Process for Increasing WalkabilityInvolving Citizens in a Participation Process for Increasing Walkability
Involving Citizens in a Participation Process for Increasing Walkability
 
Presentation of ICCSA 2019 at the University of Saint petersburg
Presentation of ICCSA 2019 at the University of Saint petersburg Presentation of ICCSA 2019 at the University of Saint petersburg
Presentation of ICCSA 2019 at the University of Saint petersburg
 
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
 
Presentation of ICCSA 2017 at the University of trieste
Presentation of ICCSA 2017 at the University of triestePresentation of ICCSA 2017 at the University of trieste
Presentation of ICCSA 2017 at the University of trieste
 
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
 
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
 
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
 
Garden in motion. An experience of citizens involvement in public space regen...
Garden in motion. An experience of citizens involvement in public space regen...Garden in motion. An experience of citizens involvement in public space regen...
Garden in motion. An experience of citizens involvement in public space regen...
 
Planning and Smartness: the true challenge
Planning and Smartness: the true challengePlanning and Smartness: the true challenge
Planning and Smartness: the true challenge
 
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
 
Murgante smart energy
Murgante smart energyMurgante smart energy
Murgante smart energy
 
Informazione Geografica, Città, Smartness
Informazione Geografica, Città, Smartness Informazione Geografica, Città, Smartness
Informazione Geografica, Città, Smartness
 
Tecnologie, Territorio, Smartness
Tecnologie, Territorio, SmartnessTecnologie, Territorio, Smartness
Tecnologie, Territorio, Smartness
 

Recently uploaded

Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
tolgahangng
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
Postman
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...Letter and Document Automation for Bonterra Impact Management (fka Social Sol...
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...
Jeffrey Haguewood
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
shyamraj55
 
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Tatiana Kojar
 
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
alexjohnson7307
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
panagenda
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
Ivanti
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
ssuserfac0301
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
Shinana2
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
MichaelKnudsen27
 
Operating System Used by Users in day-to-day life.pptx
Operating System Used by Users in day-to-day life.pptxOperating System Used by Users in day-to-day life.pptx
Operating System Used by Users in day-to-day life.pptx
Pravash Chandra Das
 
UI5 Controls simplified - UI5con2024 presentation
UI5 Controls simplified - UI5con2024 presentationUI5 Controls simplified - UI5con2024 presentation
UI5 Controls simplified - UI5con2024 presentation
Wouter Lemaire
 
Recommendation System using RAG Architecture
Recommendation System using RAG ArchitectureRecommendation System using RAG Architecture
Recommendation System using RAG Architecture
fredae14
 
Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024
Jason Packer
 
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxOcean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
SitimaJohn
 

Recently uploaded (20)

Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...Letter and Document Automation for Bonterra Impact Management (fka Social Sol...
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
 
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
 
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
 
Operating System Used by Users in day-to-day life.pptx
Operating System Used by Users in day-to-day life.pptxOperating System Used by Users in day-to-day life.pptx
Operating System Used by Users in day-to-day life.pptx
 
UI5 Controls simplified - UI5con2024 presentation
UI5 Controls simplified - UI5con2024 presentationUI5 Controls simplified - UI5con2024 presentation
UI5 Controls simplified - UI5con2024 presentation
 
Recommendation System using RAG Architecture
Recommendation System using RAG ArchitectureRecommendation System using RAG Architecture
Recommendation System using RAG Architecture
 
Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024
 
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxOcean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
 

Spatial Information Systems yesterday, today and tomorrow

Editor's Notes

  1. Oltre a formalizzazioni e reti semantiche towntology può utilizzare strumenti multimediali per migliorare la spiegazione dei concetti.
  2. Protégé also allows to immediately visualize relationships among classes, sub-classes and instances different from the IS_A ones
  3. Starting from concepts strictly related to risk (e.g. hazard, vulnerability, exposure), more abstract concepts have been treated, such as deferred vulnerability, accessibility, etc.. These concepts are difficult to be unambiguously defined and often they have different meanings in different contexts. For instance the term “damage” is linked to the terms “vulnerability” and “exposure” by a relationship of “is related to” type
  4. In order to better analyse relationships among concepts, ontologies may be graphically represented by tree structures, where concepts are nodes and relationships are arches. In graphical representations of ontologies, it is possible to show relationships among concepts through proximity, connected lines or colour coding, as well as to visualize only a part of the ontological scheme.