SlideShare a Scribd company logo
1 of 56
Ontology -  and Reloaded and Revolutions in Life Science Jie Bao  [email_address]
[object Object]
[object Object],[object Object]
And ask his advisor silly questions ,[object Object],[object Object],[object Object]
Meaning of the World ,[object Object]
Cell? From: Amelia Ireland (2005). GO : the Gene Ontology (Talk)
Cell? From: Amelia Ireland (2005). GO : the Gene Ontology (Talk)
Cell? From: Amelia Ireland (2005). GO : the Gene Ontology (Talk)
Cell? From: Amelia Ireland (2005). GO : the Gene Ontology (Talk)
Cell? From: Amelia Ireland (2005). GO : the Gene Ontology (Talk)
Cell? From: Amelia Ireland (2005). GO : the Gene Ontology (Talk)
Names and Meaning ,[object Object],[object Object]
What is Ontology ,[object Object],[object Object],Then use dictionary!
What is Ontology(2) ,[object Object],[object Object],[object Object],[object Object],And google!
What is Ontology(3) ,[object Object],[object Object],And learn from those people
This is an ontology
Another Ontology
Yet Another Ontology
Keys of Ontologies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What is Not an Ontology ,[object Object],[object Object],[object Object]
Why Ontology What I can do once I have an ontology?
Annotation ,[object Object],[object Object],[object Object],[object Object],You may annotate data precisely with ontology terms
Reasoning ,[object Object],[object Object],[object Object],You may infer implicit facts from known facts
[object Object],[object Object],[object Object]
More Gradute-advisor conversion ,[object Object],[object Object]
More Gradute-advisor conversion Can you give me an example of your knowledge about biological existences ?I assume it is a ontology – the study of existence Let’s Start with GO
GO?
GO - Gene Ontology Cellular Component Molecular Function Biological Process is NOT an ontology only about Gene This is a typical ontological misunderstanding
Cellular Component
Molecular Function insulin binding. insulin receptor activity
Molecular Function drug transporter activity
Biological Process cell division
Biological Process Courtship behavior of Homo Sapiens
Anatomy of a GO term id: GO:0006094 name: gluconeogenesis namespace: process def: The formation of glucose from noncarbohydrate precursors, such as pyruvate, amino acids and glycerol. [http://cancerweb.ncl.ac.uk/omd/index.html] exact_synonym: glucose biosynthesis xref_analog: MetaCyc:GLUCONEO-PWY is_a: GO:0006006 is_a: GO:0006092 unique GO ID term name definition synonym database ref parentage ontology
Ontology Structure cell membrane  chloroplast mitochondrial  chloroplast membrane  membrane is-a part-of DAG(directed acyclic graph)
What other ontologies in life science There are many! EC, SCOP, CATH, MIPS. MGED… Let’s see some trait ontologies.
P henotype  (Trait) Ontologies Example: Plant Ontology ( http://www.plantontology.org )
Animal Trait Ontology
ATO Editor
ATO Editor Features ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
OBO ,[object Object],And more…
OBO Format ,[object Object]
[object Object],[object Object],[object Object]
More Gradute-advisor conversion Ontologies are really funny. Could you tell me how useful they are other than helping you to design efficient biological cells? Basically, ontologies  help us a lot in design the Matrix. To represent the real world, we need a formalism to do Knowledge Representation.
Semantic Web The first prototype of Matrix is based on so called “Semantic Web”
Semantic Web
Ontologies based on Logics ,[object Object]
Web Ontology Language ,[object Object]
DL and OWL
DL and OWL(2)
Evolution of Web Ontology Languages XML HTML RDFS SHOE OIL DAML-ONT OWL RDF Revision Extend vocabularies Combine vocabularies Extend HTML tags for semantic description Define vocabularies OWL-S SGML DAML-S For Web services 1992  1998  1999  2000  2001  2002  2003 DAML (DAML+OIL)
Protégé – Ontology Editor
[object Object],[object Object],[object Object]
References ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object]
A dictionary of Matrix ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

Modular Ontologies: the Package-based Description Logics Approach
Modular Ontologies: the Package-based Description Logics Approach Modular Ontologies: the Package-based Description Logics Approach
Modular Ontologies: the Package-based Description Logics Approach
Jie Bao
 
Franz et al 2015 escjam 2015 logic resolution taxonomic variable
Franz et al 2015 escjam 2015 logic resolution taxonomic variableFranz et al 2015 escjam 2015 logic resolution taxonomic variable
Franz et al 2015 escjam 2015 logic resolution taxonomic variable
taxonbytes
 

What's hot (14)

All together now: piecing together the knowledge graph of life
All together now: piecing together the knowledge graph of lifeAll together now: piecing together the knowledge graph of life
All together now: piecing together the knowledge graph of life
 
MIREOT
MIREOTMIREOT
MIREOT
 
Modular Ontologies: the Package-based Description Logics Approach
Modular Ontologies: the Package-based Description Logics Approach Modular Ontologies: the Package-based Description Logics Approach
Modular Ontologies: the Package-based Description Logics Approach
 
Semantic tools for aggregation of morphological characters across studies
Semantic tools for aggregation of morphological characters across studiesSemantic tools for aggregation of morphological characters across studies
Semantic tools for aggregation of morphological characters across studies
 
Franz 2016 Phenotype RCN Representing Taxonomy and Phylogeny as Logically Tra...
Franz 2016 Phenotype RCN Representing Taxonomy and Phylogeny as Logically Tra...Franz 2016 Phenotype RCN Representing Taxonomy and Phylogeny as Logically Tra...
Franz 2016 Phenotype RCN Representing Taxonomy and Phylogeny as Logically Tra...
 
Introduction to the BioLink datamodel
Introduction to the BioLink datamodelIntroduction to the BioLink datamodel
Introduction to the BioLink datamodel
 
Causal reasoning using the Relation Ontology
Causal reasoning using the Relation OntologyCausal reasoning using the Relation Ontology
Causal reasoning using the Relation Ontology
 
Reasoning over phenotype diversity, character change, and evolutionary descent
Reasoning over phenotype diversity, character change, and evolutionary descentReasoning over phenotype diversity, character change, and evolutionary descent
Reasoning over phenotype diversity, character change, and evolutionary descent
 
Franz et al 2015 escjam 2015 logic resolution taxonomic variable
Franz et al 2015 escjam 2015 logic resolution taxonomic variableFranz et al 2015 escjam 2015 logic resolution taxonomic variable
Franz et al 2015 escjam 2015 logic resolution taxonomic variable
 
Ontology Development Kit: Bio-Ontologies 2019
Ontology Development Kit: Bio-Ontologies 2019Ontology Development Kit: Bio-Ontologies 2019
Ontology Development Kit: Bio-Ontologies 2019
 
Methods for Ontology Design Patterns reuse
Methods for Ontology Design Patterns reuseMethods for Ontology Design Patterns reuse
Methods for Ontology Design Patterns reuse
 
RuleML2015: User Extensible System to Identify Problems in OWL Ontologies and...
RuleML2015: User Extensible System to Identify Problems in OWL Ontologies and...RuleML2015: User Extensible System to Identify Problems in OWL Ontologies and...
RuleML2015: User Extensible System to Identify Problems in OWL Ontologies and...
 
Building a repository of biomedical ontologies with Neo4j
Building a repository of biomedical ontologies with Neo4jBuilding a repository of biomedical ontologies with Neo4j
Building a repository of biomedical ontologies with Neo4j
 
Web Science, SADI, and the Singularity
Web Science, SADI, and the SingularityWeb Science, SADI, and the Singularity
Web Science, SADI, and the Singularity
 

Viewers also liked

Collaborative Construction of Large Biological Ontologies
Collaborative Construction of Large Biological OntologiesCollaborative Construction of Large Biological Ontologies
Collaborative Construction of Large Biological Ontologies
Jie Bao
 
Towards Collaborative Environments for Ontology Construction and Sharing
Towards Collaborative Environments for Ontology Construction and SharingTowards Collaborative Environments for Ontology Construction and Sharing
Towards Collaborative Environments for Ontology Construction and Sharing
Jie Bao
 
A Controlled Natural Language Interface for Semantic MediaWiki
A Controlled Natural Language Interface for Semantic MediaWikiA Controlled Natural Language Interface for Semantic MediaWiki
A Controlled Natural Language Interface for Semantic MediaWiki
Jie Bao
 
Privacy-Preserving Reasoning on the Semantic Web
Privacy-Preserving Reasoning on the Semantic WebPrivacy-Preserving Reasoning on the Semantic Web
Privacy-Preserving Reasoning on the Semantic Web
Jie Bao
 
Lessons learned from Semantic Wiki
Lessons learned from Semantic WikiLessons learned from Semantic Wiki
Lessons learned from Semantic Wiki
Jie Bao
 
Hierarchical Learning in Complex System
Hierarchical Learning in Complex SystemHierarchical Learning in Complex System
Hierarchical Learning in Complex System
Jie Bao
 
unix toolbox 中文版
unix toolbox 中文版unix toolbox 中文版
unix toolbox 中文版
Jie Bao
 

Viewers also liked (7)

Collaborative Construction of Large Biological Ontologies
Collaborative Construction of Large Biological OntologiesCollaborative Construction of Large Biological Ontologies
Collaborative Construction of Large Biological Ontologies
 
Towards Collaborative Environments for Ontology Construction and Sharing
Towards Collaborative Environments for Ontology Construction and SharingTowards Collaborative Environments for Ontology Construction and Sharing
Towards Collaborative Environments for Ontology Construction and Sharing
 
A Controlled Natural Language Interface for Semantic MediaWiki
A Controlled Natural Language Interface for Semantic MediaWikiA Controlled Natural Language Interface for Semantic MediaWiki
A Controlled Natural Language Interface for Semantic MediaWiki
 
Privacy-Preserving Reasoning on the Semantic Web
Privacy-Preserving Reasoning on the Semantic WebPrivacy-Preserving Reasoning on the Semantic Web
Privacy-Preserving Reasoning on the Semantic Web
 
Lessons learned from Semantic Wiki
Lessons learned from Semantic WikiLessons learned from Semantic Wiki
Lessons learned from Semantic Wiki
 
Hierarchical Learning in Complex System
Hierarchical Learning in Complex SystemHierarchical Learning in Complex System
Hierarchical Learning in Complex System
 
unix toolbox 中文版
unix toolbox 中文版unix toolbox 中文版
unix toolbox 中文版
 

Similar to Ontology - and Reloaded and Revolutions

Reasoning Requirements for Bioscience
Reasoning Requirements for BioscienceReasoning Requirements for Bioscience
Reasoning Requirements for Bioscience
Emanuele Della Valle
 
The seven-deadly-sins-of-bioinformatics3960
The seven-deadly-sins-of-bioinformatics3960The seven-deadly-sins-of-bioinformatics3960
The seven-deadly-sins-of-bioinformatics3960
mare34
 
Middle School El Students- Carlos
Middle School El Students- CarlosMiddle School El Students- Carlos
Middle School El Students- Carlos
Nicole Wells
 
Publishing Career Day Presentation AM
Publishing Career Day Presentation AMPublishing Career Day Presentation AM
Publishing Career Day Presentation AM
phdcareers
 

Similar to Ontology - and Reloaded and Revolutions (20)

Can there be such a thing as Ontology Engineering?
Can there be such a thing as Ontology Engineering?Can there be such a thing as Ontology Engineering?
Can there be such a thing as Ontology Engineering?
 
Reasoning Requirements for Bioscience
Reasoning Requirements for BioscienceReasoning Requirements for Bioscience
Reasoning Requirements for Bioscience
 
Drug-discovery knowledge integration and analysis using OWL and reasoners
Drug-discovery knowledge integration and analysis using OWL and reasonersDrug-discovery knowledge integration and analysis using OWL and reasoners
Drug-discovery knowledge integration and analysis using OWL and reasoners
 
A01-Openness in knowledge-based systems
A01-Openness in knowledge-based systemsA01-Openness in knowledge-based systems
A01-Openness in knowledge-based systems
 
Politics and Pragmatism in Scientific Ontology Construction
Politics and Pragmatism in Scientific Ontology ConstructionPolitics and Pragmatism in Scientific Ontology Construction
Politics and Pragmatism in Scientific Ontology Construction
 
evolutionary game theory presentation
evolutionary game theory presentationevolutionary game theory presentation
evolutionary game theory presentation
 
The seven-deadly-sins-of-bioinformatics3960
The seven-deadly-sins-of-bioinformatics3960The seven-deadly-sins-of-bioinformatics3960
The seven-deadly-sins-of-bioinformatics3960
 
The Seven Deadly Sins of Bioinformatics
The Seven Deadly Sins of BioinformaticsThe Seven Deadly Sins of Bioinformatics
The Seven Deadly Sins of Bioinformatics
 
Ontological realism as a strategy for integrating ontologies
Ontological realism as a strategy for integrating ontologiesOntological realism as a strategy for integrating ontologies
Ontological realism as a strategy for integrating ontologies
 
Computing on the shoulders of giants
Computing on the shoulders of giantsComputing on the shoulders of giants
Computing on the shoulders of giants
 
Getting Started with the Hymenoptera Anatomical Ontology
Getting Started with the Hymenoptera Anatomical OntologyGetting Started with the Hymenoptera Anatomical Ontology
Getting Started with the Hymenoptera Anatomical Ontology
 
Light Intro to the Gene Ontology
Light Intro to the Gene OntologyLight Intro to the Gene Ontology
Light Intro to the Gene Ontology
 
Middle School El Students- Carlos
Middle School El Students- CarlosMiddle School El Students- Carlos
Middle School El Students- Carlos
 
Chibucos annot go_final
Chibucos annot go_finalChibucos annot go_final
Chibucos annot go_final
 
Publishing Career Day Presentation AM
Publishing Career Day Presentation AMPublishing Career Day Presentation AM
Publishing Career Day Presentation AM
 
ssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdfssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdf
 
US2TS: Reasoning over multiple open bio-ontologies to make machines and human...
US2TS: Reasoning over multiple open bio-ontologies to make machines and human...US2TS: Reasoning over multiple open bio-ontologies to make machines and human...
US2TS: Reasoning over multiple open bio-ontologies to make machines and human...
 
Prosdocimi ucb cdao
Prosdocimi ucb cdaoProsdocimi ucb cdao
Prosdocimi ucb cdao
 
Working with big biomedical ontologies
Working with big biomedical ontologiesWorking with big biomedical ontologies
Working with big biomedical ontologies
 
Science101 slideshare
Science101 slideshareScience101 slideshare
Science101 slideshare
 

More from Jie Bao

python-graph-lovestory
python-graph-lovestorypython-graph-lovestory
python-graph-lovestory
Jie Bao
 
unixtoolbox.book
unixtoolbox.bookunixtoolbox.book
unixtoolbox.book
Jie Bao
 
Towards social webtops using semantic wiki
Towards social webtops using semantic wikiTowards social webtops using semantic wiki
Towards social webtops using semantic wiki
Jie Bao
 
Semantic information theory in 20 minutes
Semantic information theory in 20 minutesSemantic information theory in 20 minutes
Semantic information theory in 20 minutes
Jie Bao
 
Towards a theory of semantic communication
Towards a theory of semantic communicationTowards a theory of semantic communication
Towards a theory of semantic communication
Jie Bao
 
Startup best practices
Startup best practicesStartup best practices
Startup best practices
Jie Bao
 
Owl 2 quick reference card a4 size
Owl 2 quick reference card a4 sizeOwl 2 quick reference card a4 size
Owl 2 quick reference card a4 size
Jie Bao
 
ISWC 2010 Metadata Work Summary
ISWC 2010 Metadata Work SummaryISWC 2010 Metadata Work Summary
ISWC 2010 Metadata Work Summary
Jie Bao
 
Expressive Query Answering For Semantic Wikis
Expressive Query Answering For  Semantic WikisExpressive Query Answering For  Semantic Wikis
Expressive Query Answering For Semantic Wikis
Jie Bao
 
24 Ways to Explore ISWC 2010 Data
24 Ways to Explore ISWC 2010 Data24 Ways to Explore ISWC 2010 Data
24 Ways to Explore ISWC 2010 Data
Jie Bao
 
Semantic Web: In Quest for the Next Generation Killer Apps
Semantic Web: In Quest for the Next Generation Killer AppsSemantic Web: In Quest for the Next Generation Killer Apps
Semantic Web: In Quest for the Next Generation Killer Apps
Jie Bao
 
Development of a Controlled Natural Language Interface for Semantic MediaWiki
Development of a Controlled Natural Language Interface for Semantic MediaWikiDevelopment of a Controlled Natural Language Interface for Semantic MediaWiki
Development of a Controlled Natural Language Interface for Semantic MediaWiki
Jie Bao
 
Digital image self-adaptive acquisition in medical x-ray imaging
Digital image self-adaptive acquisition in medical x-ray imagingDigital image self-adaptive acquisition in medical x-ray imaging
Digital image self-adaptive acquisition in medical x-ray imaging
Jie Bao
 
Privacy-Preserving Reasoning on the Semantic Web (Poster)
Privacy-Preserving Reasoning on the Semantic Web (Poster)Privacy-Preserving Reasoning on the Semantic Web (Poster)
Privacy-Preserving Reasoning on the Semantic Web (Poster)
Jie Bao
 
Representing and Reasoning with Modular Ontologies (2007)
Representing and Reasoning with Modular Ontologies (2007)Representing and Reasoning with Modular Ontologies (2007)
Representing and Reasoning with Modular Ontologies (2007)
Jie Bao
 

More from Jie Bao (20)

python-graph-lovestory
python-graph-lovestorypython-graph-lovestory
python-graph-lovestory
 
unixtoolbox.book
unixtoolbox.bookunixtoolbox.book
unixtoolbox.book
 
Lean startup 精益创业 新创企业的成长思维
Lean startup 精益创业 新创企业的成长思维Lean startup 精益创业 新创企业的成长思维
Lean startup 精益创业 新创企业的成长思维
 
Towards social webtops using semantic wiki
Towards social webtops using semantic wikiTowards social webtops using semantic wiki
Towards social webtops using semantic wiki
 
Semantic information theory in 20 minutes
Semantic information theory in 20 minutesSemantic information theory in 20 minutes
Semantic information theory in 20 minutes
 
Towards a theory of semantic communication
Towards a theory of semantic communicationTowards a theory of semantic communication
Towards a theory of semantic communication
 
Expressive Query Answering For Semantic Wikis (20min)
Expressive Query Answering For  Semantic Wikis (20min)Expressive Query Answering For  Semantic Wikis (20min)
Expressive Query Answering For Semantic Wikis (20min)
 
Startup best practices
Startup best practicesStartup best practices
Startup best practices
 
Owl 2 quick reference card a4 size
Owl 2 quick reference card a4 sizeOwl 2 quick reference card a4 size
Owl 2 quick reference card a4 size
 
ISWC 2010 Metadata Work Summary
ISWC 2010 Metadata Work SummaryISWC 2010 Metadata Work Summary
ISWC 2010 Metadata Work Summary
 
Expressive Query Answering For Semantic Wikis
Expressive Query Answering For  Semantic WikisExpressive Query Answering For  Semantic Wikis
Expressive Query Answering For Semantic Wikis
 
CV
CVCV
CV
 
24 Ways to Explore ISWC 2010 Data
24 Ways to Explore ISWC 2010 Data24 Ways to Explore ISWC 2010 Data
24 Ways to Explore ISWC 2010 Data
 
Semantic Web: In Quest for the Next Generation Killer Apps
Semantic Web: In Quest for the Next Generation Killer AppsSemantic Web: In Quest for the Next Generation Killer Apps
Semantic Web: In Quest for the Next Generation Killer Apps
 
Representing financial reports on the semantic web a faithful translation f...
Representing financial reports on the semantic web   a faithful translation f...Representing financial reports on the semantic web   a faithful translation f...
Representing financial reports on the semantic web a faithful translation f...
 
XACML 3.0 (Partial) Concept Map
XACML 3.0 (Partial) Concept MapXACML 3.0 (Partial) Concept Map
XACML 3.0 (Partial) Concept Map
 
Development of a Controlled Natural Language Interface for Semantic MediaWiki
Development of a Controlled Natural Language Interface for Semantic MediaWikiDevelopment of a Controlled Natural Language Interface for Semantic MediaWiki
Development of a Controlled Natural Language Interface for Semantic MediaWiki
 
Digital image self-adaptive acquisition in medical x-ray imaging
Digital image self-adaptive acquisition in medical x-ray imagingDigital image self-adaptive acquisition in medical x-ray imaging
Digital image self-adaptive acquisition in medical x-ray imaging
 
Privacy-Preserving Reasoning on the Semantic Web (Poster)
Privacy-Preserving Reasoning on the Semantic Web (Poster)Privacy-Preserving Reasoning on the Semantic Web (Poster)
Privacy-Preserving Reasoning on the Semantic Web (Poster)
 
Representing and Reasoning with Modular Ontologies (2007)
Representing and Reasoning with Modular Ontologies (2007)Representing and Reasoning with Modular Ontologies (2007)
Representing and Reasoning with Modular Ontologies (2007)
 

Recently uploaded

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 

Recently uploaded (20)

Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
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?
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
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
 
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...
 
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
 
[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
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
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
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 

Ontology - and Reloaded and Revolutions