SlideShare ist ein Scribd-Unternehmen logo
1 von 43
Disaster Situation Awareness with  Information Technology Chamindra de Silva SAHANA, Director and PMC Member W3C EIIF XG Co-Chair Virtusa, Technology Strategist
My Background ,[object Object]
Sahana software tool for the CNO  ,[object Object],[object Object]
Deployed for governments of Pakistan, Philippines, Peru, Bangladesh, China,  US (New York, Galveston) and again in SL
Agenda ,[object Object]
Useful applications of IT for disaster management
Important considerations in applying IT
Demo Sahana
Situation Awareness Defn: “ Perception  of the environment critical to decision-makers in complex and dynamic situations” ,[object Object]
Making the best educated guess is inevitable!
Important especially in  high information flow ,  high consequential impact  domains (lives at stake) ,[object Object]
Levels of Situation Awareness Current State of Situation Level 1 Perception of Elements In Current Situation Level 2 Comprehension of Current Situation Level 3 Projection of Future States Quality of  Information Decision Information Action
SA in Emergency Management Well defined Response  Process Well defined Information Flows Well Trained Responders e.g. Traffic Accident Building Fire Bus Bomb Blast Information Information Situation Awareness Act Decide
Disaster => Unexpected info Sources ,[object Object]
To match relief capacity boundary of response effort extends to  other groups  (Other Gov, Civil Society, Foreign Aid, UN)
Core Decision Makers need to consult a  wider group  for better situation awareness
Information  has to be gathered from  non-traditional “uninitiated”  sources for better Situation Awareness
Disasters Coordination Large Scale (like Tsunami) 10s of Orgs 100s of Orgs 1000s – 1 Mill Government Relief  Government Ministries, Police, Army, Fire fighters,  +  Authorized  coord + Well  trained +  Accountable   +/- Big picture relief  (e.g. national security) - Procedures create bottlenecks - Overloaded  Local Relief Spontaneous volunteers, corporate village communities, friends and family +  first responders + lot of  capacity +  instant aid - not trained - focus unknown - not accountable UN, NGOs Red Cross, OCHA, CARE, WHO, Sarvodaya, etc + focused on  people +  trusted  to accept  aid +/- less well trained + accountable - Donor driven - narrow focus / fragmented - sometimes competing   Victims   Effective Collaboration and Coordination! Relief
SA in Disaster Management Multiple Disparate Information Sources Information Overload Large delta  to reality Diverse Responders Relief workers,  Volunteers Multiple Parallel independent Processes Trust? Clarity Repetition Priority? Information Information Situation Awareness?? Act Information Information Information Decide
Levels of Situation Awareness Current State of Situation Level 1 Perception of Elements In Current Situation Level 2 Comprehension of Current Situation Level 3 Projection of Future States Quality of  Information Decision Information Action
Typical Problems Responders have work on.. ,[object Object]
Evacuation
Setting up Shelters
Effective Distribution of Aid
Management of Donars and Donations ,[object Object]
Protecting Children
Trauma Counseling
Assuring Security of Affected Areas
Rehabilitation Live saving  decisions need to be made  very fast ! The best decisions are the  most informed  ones
The Manual Approach.. ,[object Object]
Inconsistent  Terminology
Multiple orgs, same common data ,[object Object],[object Object],[object Object]
Delayed Situation Awareness  ! 16 120 8 5 10 28
How Can I.T. Help? ,[object Object]
Problem Areas IT Helps Manage ,[object Object]
Coordinating  Who is doing What Where?
Tracking  Displaced Families
Collaborative  and  live  Incident Mapping
Aid  Logistics  Management
Scalable  Alerting
Data  Collation ,  Calculation  and  Reporting
Automated  Messaging to the Public “ Every Second Counts”  => IT Maximizes  Efficiency  &  Effectiveness
Who  is doing  What ,  Where  &  When ? ,[object Object]

Weitere Àhnliche Inhalte

Andere mochten auch

Emergency Preparedness and Workplace Safety
Emergency Preparedness and Workplace SafetyEmergency Preparedness and Workplace Safety
Emergency Preparedness and Workplace SafetyGAURAV. H .TANDON
 
Emergency preparedness seminar
Emergency preparedness seminarEmergency preparedness seminar
Emergency preparedness seminarJun Falcon
 
Emergency response planning and implementation
Emergency response planning and implementationEmergency response planning and implementation
Emergency response planning and implementationNik Ronaidi
 
PPT on 10th disaster management
PPT on 10th disaster managementPPT on 10th disaster management
PPT on 10th disaster managementAniruddha Kawade
 

Andere mochten auch (6)

Disaster mangement 1
Disaster  mangement 1Disaster  mangement 1
Disaster mangement 1
 
Evolution of management thoughts
Evolution of management thoughtsEvolution of management thoughts
Evolution of management thoughts
 
Emergency Preparedness and Workplace Safety
Emergency Preparedness and Workplace SafetyEmergency Preparedness and Workplace Safety
Emergency Preparedness and Workplace Safety
 
Emergency preparedness seminar
Emergency preparedness seminarEmergency preparedness seminar
Emergency preparedness seminar
 
Emergency response planning and implementation
Emergency response planning and implementationEmergency response planning and implementation
Emergency response planning and implementation
 
PPT on 10th disaster management
PPT on 10th disaster managementPPT on 10th disaster management
PPT on 10th disaster management
 

Ähnlich wie Situation Awareness with IT for Regional Disaster Mangement Workshop

The Evolution of the Sahana System, Community and Standards @ Taiwan 2010
The Evolution of the Sahana System, Community and Standards @ Taiwan 2010The Evolution of the Sahana System, Community and Standards @ Taiwan 2010
The Evolution of the Sahana System, Community and Standards @ Taiwan 2010Chamindra de Silva
 
Community Disaster Incident Response
Community Disaster  Incident ResponseCommunity Disaster  Incident Response
Community Disaster Incident ResponseDinesh O Bareja
 
20090117 Ver 2.0 Community Disaster Incident Response
20090117   Ver 2.0   Community Disaster  Incident Response20090117   Ver 2.0   Community Disaster  Incident Response
20090117 Ver 2.0 Community Disaster Incident ResponseUtkarsh Verma
 
Helping Crisis Responders Find the Informative Needle in the Tweet Haystack
Helping Crisis Responders Find the Informative Needle in the Tweet HaystackHelping Crisis Responders Find the Informative Needle in the Tweet Haystack
Helping Crisis Responders Find the Informative Needle in the Tweet HaystackCOMRADES project
 
Information Management 2.0
Information Management 2.0Information Management 2.0
Information Management 2.0Gisli Olafsson
 
Collaboration Technology for Public Health and Humanitarian Action and Global...
Collaboration Technology for Public Health and Humanitarian Action and Global...Collaboration Technology for Public Health and Humanitarian Action and Global...
Collaboration Technology for Public Health and Humanitarian Action and Global...Taha Kass-Hout, MD, MS
 
An Online Social Network for Emergency Management
An Online Social Network for Emergency ManagementAn Online Social Network for Emergency Management
An Online Social Network for Emergency Managementguestc9f21b
 
Lew Short emergency response & recovery conference
Lew Short emergency response & recovery conferenceLew Short emergency response & recovery conference
Lew Short emergency response & recovery conferenceBlackash Bushfire Consulting
 
General knowledge about emergency management based on pervasive computing
General knowledge about emergency management based on pervasive computingGeneral knowledge about emergency management based on pervasive computing
General knowledge about emergency management based on pervasive computingAssignment Studio
 
Thesis Paper Robert Monné
Thesis Paper Robert MonnéThesis Paper Robert Monné
Thesis Paper Robert MonnéRobert Monné
 
Design of Emergency Response Management Information Systems
Design of Emergency Response Management Information SystemsDesign of Emergency Response Management Information Systems
Design of Emergency Response Management Information Systemsglobal
 
ICT and Disaster Risk Reduction
ICT and Disaster Risk ReductionICT and Disaster Risk Reduction
ICT and Disaster Risk ReductionGisli Olafsson
 
Early Warning System and Village Communication Networks.ppt
Early Warning System and Village Communication Networks.pptEarly Warning System and Village Communication Networks.ppt
Early Warning System and Village Communication Networks.pptjoshva raja john
 
Early Warning System and Village Communication Networks.ppt
Early Warning System and Village Communication Networks.pptEarly Warning System and Village Communication Networks.ppt
Early Warning System and Village Communication Networks.pptjoshva raja john
 
Sahana General 2009 Community And System
Sahana General 2009 Community And SystemSahana General 2009 Community And System
Sahana General 2009 Community And SystemTalkSahana
 
What Are The Advantages And Disadvantages Of Management...
What Are The Advantages And Disadvantages Of Management...What Are The Advantages And Disadvantages Of Management...
What Are The Advantages And Disadvantages Of Management...Diana Turner
 
Module 9 ict for disaster response and relief
Module 9   ict for disaster response and reliefModule 9   ict for disaster response and relief
Module 9 ict for disaster response and reliefunapcict
 
Crisis Management Enhanced by Advanced Software
Crisis Management Enhanced by Advanced SoftwareCrisis Management Enhanced by Advanced Software
Crisis Management Enhanced by Advanced SoftwareI-Pix Technologies
 
Keynote: INTERNATIONAL HUMANITARIAN SERVICES: COLLABORATION, PARTNERSHIPS AN...
Keynote: INTERNATIONAL HUMANITARIAN  SERVICES: COLLABORATION, PARTNERSHIPS AN...Keynote: INTERNATIONAL HUMANITARIAN  SERVICES: COLLABORATION, PARTNERSHIPS AN...
Keynote: INTERNATIONAL HUMANITARIAN SERVICES: COLLABORATION, PARTNERSHIPS AN...TalkSahana
 

Ähnlich wie Situation Awareness with IT for Regional Disaster Mangement Workshop (20)

The Evolution of the Sahana System, Community and Standards @ Taiwan 2010
The Evolution of the Sahana System, Community and Standards @ Taiwan 2010The Evolution of the Sahana System, Community and Standards @ Taiwan 2010
The Evolution of the Sahana System, Community and Standards @ Taiwan 2010
 
Community Disaster Incident Response
Community Disaster  Incident ResponseCommunity Disaster  Incident Response
Community Disaster Incident Response
 
20090117 Ver 2.0 Community Disaster Incident Response
20090117   Ver 2.0   Community Disaster  Incident Response20090117   Ver 2.0   Community Disaster  Incident Response
20090117 Ver 2.0 Community Disaster Incident Response
 
Helping Crisis Responders Find the Informative Needle in the Tweet Haystack
Helping Crisis Responders Find the Informative Needle in the Tweet HaystackHelping Crisis Responders Find the Informative Needle in the Tweet Haystack
Helping Crisis Responders Find the Informative Needle in the Tweet Haystack
 
Information Management 2.0
Information Management 2.0Information Management 2.0
Information Management 2.0
 
Collaboration Technology for Public Health and Humanitarian Action and Global...
Collaboration Technology for Public Health and Humanitarian Action and Global...Collaboration Technology for Public Health and Humanitarian Action and Global...
Collaboration Technology for Public Health and Humanitarian Action and Global...
 
An Online Social Network for Emergency Management
An Online Social Network for Emergency ManagementAn Online Social Network for Emergency Management
An Online Social Network for Emergency Management
 
Lew Short emergency response & recovery conference
Lew Short emergency response & recovery conferenceLew Short emergency response & recovery conference
Lew Short emergency response & recovery conference
 
General knowledge about emergency management based on pervasive computing
General knowledge about emergency management based on pervasive computingGeneral knowledge about emergency management based on pervasive computing
General knowledge about emergency management based on pervasive computing
 
Thesis Paper Robert Monné
Thesis Paper Robert MonnéThesis Paper Robert Monné
Thesis Paper Robert Monné
 
Design of Emergency Response Management Information Systems
Design of Emergency Response Management Information SystemsDesign of Emergency Response Management Information Systems
Design of Emergency Response Management Information Systems
 
ICT and Disaster Risk Reduction
ICT and Disaster Risk ReductionICT and Disaster Risk Reduction
ICT and Disaster Risk Reduction
 
Early Warning System and Village Communication Networks.ppt
Early Warning System and Village Communication Networks.pptEarly Warning System and Village Communication Networks.ppt
Early Warning System and Village Communication Networks.ppt
 
Early Warning System and Village Communication Networks.ppt
Early Warning System and Village Communication Networks.pptEarly Warning System and Village Communication Networks.ppt
Early Warning System and Village Communication Networks.ppt
 
Sahana General 2009 Community And System
Sahana General 2009 Community And SystemSahana General 2009 Community And System
Sahana General 2009 Community And System
 
ICTs for Risk and Crisis Management
ICTs for Risk and Crisis ManagementICTs for Risk and Crisis Management
ICTs for Risk and Crisis Management
 
What Are The Advantages And Disadvantages Of Management...
What Are The Advantages And Disadvantages Of Management...What Are The Advantages And Disadvantages Of Management...
What Are The Advantages And Disadvantages Of Management...
 
Module 9 ict for disaster response and relief
Module 9   ict for disaster response and reliefModule 9   ict for disaster response and relief
Module 9 ict for disaster response and relief
 
Crisis Management Enhanced by Advanced Software
Crisis Management Enhanced by Advanced SoftwareCrisis Management Enhanced by Advanced Software
Crisis Management Enhanced by Advanced Software
 
Keynote: INTERNATIONAL HUMANITARIAN SERVICES: COLLABORATION, PARTNERSHIPS AN...
Keynote: INTERNATIONAL HUMANITARIAN  SERVICES: COLLABORATION, PARTNERSHIPS AN...Keynote: INTERNATIONAL HUMANITARIAN  SERVICES: COLLABORATION, PARTNERSHIPS AN...
Keynote: INTERNATIONAL HUMANITARIAN SERVICES: COLLABORATION, PARTNERSHIPS AN...
 

Mehr von Chamindra de Silva

Propelling Science, Technology and Innovation (STI) for Sustainable and Inclu...
Propelling Science, Technology and Innovation (STI) for Sustainable and Inclu...Propelling Science, Technology and Innovation (STI) for Sustainable and Inclu...
Propelling Science, Technology and Innovation (STI) for Sustainable and Inclu...Chamindra de Silva
 
Sahana overview and history of sahana-aaai 2015
Sahana   overview and history of sahana-aaai 2015Sahana   overview and history of sahana-aaai 2015
Sahana overview and history of sahana-aaai 2015Chamindra de Silva
 
ISCRAM Asia 2014: Sahana Open Source Disaster Management System Overview and ...
ISCRAM Asia 2014: Sahana Open Source Disaster Management System Overview and ...ISCRAM Asia 2014: Sahana Open Source Disaster Management System Overview and ...
ISCRAM Asia 2014: Sahana Open Source Disaster Management System Overview and ...Chamindra de Silva
 
IOTX Sahana Camp 2014 - Overview and History
IOTX Sahana Camp 2014 - Overview and HistoryIOTX Sahana Camp 2014 - Overview and History
IOTX Sahana Camp 2014 - Overview and HistoryChamindra de Silva
 
Iscram 2007 humanitarian-foss case disaster management
Iscram 2007 humanitarian-foss case disaster managementIscram 2007 humanitarian-foss case disaster management
Iscram 2007 humanitarian-foss case disaster managementChamindra de Silva
 
Sahana CTO conference presentation in 2006
Sahana CTO conference presentation in 2006Sahana CTO conference presentation in 2006
Sahana CTO conference presentation in 2006Chamindra de Silva
 
FOSS4Gov: Understanding Open Source Licenses
FOSS4Gov: Understanding Open Source LicensesFOSS4Gov: Understanding Open Source Licenses
FOSS4Gov: Understanding Open Source LicensesChamindra de Silva
 

Mehr von Chamindra de Silva (8)

Propelling Science, Technology and Innovation (STI) for Sustainable and Inclu...
Propelling Science, Technology and Innovation (STI) for Sustainable and Inclu...Propelling Science, Technology and Innovation (STI) for Sustainable and Inclu...
Propelling Science, Technology and Innovation (STI) for Sustainable and Inclu...
 
Sahana overview and history of sahana-aaai 2015
Sahana   overview and history of sahana-aaai 2015Sahana   overview and history of sahana-aaai 2015
Sahana overview and history of sahana-aaai 2015
 
ISCRAM Asia 2014: Sahana Open Source Disaster Management System Overview and ...
ISCRAM Asia 2014: Sahana Open Source Disaster Management System Overview and ...ISCRAM Asia 2014: Sahana Open Source Disaster Management System Overview and ...
ISCRAM Asia 2014: Sahana Open Source Disaster Management System Overview and ...
 
IOTX Sahana Camp 2014 - Overview and History
IOTX Sahana Camp 2014 - Overview and HistoryIOTX Sahana Camp 2014 - Overview and History
IOTX Sahana Camp 2014 - Overview and History
 
Crisis Interop Workshop
Crisis Interop WorkshopCrisis Interop Workshop
Crisis Interop Workshop
 
Iscram 2007 humanitarian-foss case disaster management
Iscram 2007 humanitarian-foss case disaster managementIscram 2007 humanitarian-foss case disaster management
Iscram 2007 humanitarian-foss case disaster management
 
Sahana CTO conference presentation in 2006
Sahana CTO conference presentation in 2006Sahana CTO conference presentation in 2006
Sahana CTO conference presentation in 2006
 
FOSS4Gov: Understanding Open Source Licenses
FOSS4Gov: Understanding Open Source LicensesFOSS4Gov: Understanding Open Source Licenses
FOSS4Gov: Understanding Open Source Licenses
 

KĂŒrzlich hochgeladen

08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfhans926745
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 

KĂŒrzlich hochgeladen (20)

08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdf
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 

Situation Awareness with IT for Regional Disaster Mangement Workshop

Hinweis der Redaktion

  1. Information is powr