SlideShare a Scribd company logo
1 of 79
Semantic Technology: the basics Jans Aasman, Ph.D. CEO Franz Inc [email_address]
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Caveat ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Trends in main stream IT ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
The whole Semantic Web rests on a little thingy: ,[object Object]
Subject   predicate  object   graph Quads
ntriple format Resource or Blank Node Only Resource Resource Literal  Blank Node (?:(?<=<)[^>]+(?=>))|(?:amp;quot;(?:(?:[^amp;quot;]|(?:amp;quot;))*)amp;quot;[^.  ]*)|(?:_:[-_a-zA-Z0-9]+)
As RDF/XML
As Trix As Trix
As N3
But don’t worry ,[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
How can I read up on  triples and meta data?
A triple store ,[object Object]
An artist’s impression of a db for persons January, 2008
g
 
Comparing RDB, Hbase, Triple Stores RDB Hbase Modern Triple Store Transactions + - + ACID + - + Concurrent & Dynamic + + + Random Access + + + Flexibility - - + High Availability + + + Joins / complex graph search - - + Structured + Unstructured - - + Scalability + + +
Can you give us some examples ,[object Object],[object Object],[object Object],[object Object]
Pharmaceutical
 
 
sider
Federated 11 linked data sets ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
DrugBank A repository of almost 5000 FDA-approved small molecule and biotech drugs.  Contains detailed information about drugs including chemical, pharmacological and pharmaceutical data; along with comprehensive drug target data such as sequence, structure, and pathway information.
LinkedCT: Clinical Trials Up-to-date information for locating federally and privately supported clinical trials for a wide range of diseases and conditions. It contains 81,571 trials sponsored by the National Institutes of Health, other federal agencies, and private industry ClinicalTrials.gov receives over 40 million page views per month 50,000 visitors daily.
Diseasome Publishes a network of 4,300 disorders and disease genes linked by known disorder-gene associations for exploring all known phenotype and disease gene associations, indicating the common genetic origin of many diseases. The list of disorders, disease genes, and associations between them was obtained from the Online Mendelian Inheritance in Man (OMIM), a compilation of human disease genes and phenotypes.
DailyMed Published by the National Library of Medicine, and provides high quality information about marketed drugs. DailyMed provides much information including general background on the chemical structure of the compound and its therapeutic purpose, details on the compound's clinical pharmacology, indication and usage, contraindications, warnings, precautions, adverse reactions, overdosage, and patient counseling.
Sider Contains information on marketed drugs and their adverse effects. The information is extracted from public documents and package inserts.
Finding entities in Clinical Trials ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Combined with advanced entity extraction ,[object Object],[object Object],[object Object],[object Object]
Interesting queries (Sparql) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Where do triples come from ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
Guided Interaction Advisor Visualization of the solution Triple Store with business concepts Events from many source systems are transformed into a set of related business concepts Chronology of events Interactions Bills Orders Payments Collections Charge dispute Individual Customer Pay instructions Device Activated Device heartbeat Subscriptions Device changes Many events
Guided Interaction Advisor Visualization of the solution Charge dispute Probabilistic assessment is performed  Corporate policy rules determine actions Plan Overage Bill greater than last month Prorates Roaming charges Third Party Charges Abnormal fee Rate increases Charge dispute First bill Past due amount Pay bill Customer Cancellation Reactivation Device activation Device education Device exchange Device Lost Device not working Device resume Service data not working Service text not working Service voice not working Subscription cancellation Wrong plan Chronology of events Device Activation Third Party Charges Abnormal fee
Entity Extraction: from ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How would you do this with your standard search engine? ,[object Object],[object Object],[object Object],[object Object],[object Object]
The process ,[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
Demo ,[object Object],[object Object],[object Object],[object Object],[object Object]
How Tim Berners-Lee’s dream came true
Vocabularies, Thesauri,  Taxonomy, Ontologies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Schema Spaces ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
 
 
 
 
What do companies use triple stores for?
 
Bill Guin, CTO, Amdocs Semantic Real Time Intelligent Decision Automation .  Thursday, 12:45, Grand A Vijay Bulusu. Knowledge Sharing Using Semantic Technologies   Thursday, 3:30,  Franciscan A
And why do these companies work with triple stores? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Can’t I do that with a Nosql database like Hadoop, HBase, Cassandra… ,[object Object],[object Object]
 
Classes of applications and their natural database. Regular Enterprise Applications. Web Scale  Shallow Objects Complex Meta Data Applications. Relational Databases Hadoop, Hbase, Cassandra, etc Triple Stores
Classes of applications and their natural database. Regular Enterprise Applications. Web Scale  Shallow Objects Complex Meta Data Applications. Relational Databases Hadoop, Hbase, Cassandra, etc Triple Stores
Geospatial, temporal and social network analysis with a triple store…
Social Network Analysis  Answers 4 questions ,[object Object],[object Object],[object Object],[object Object]
GeoSpatial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Temporal Reasoning ,[object Object],[object Object]
A Simple Event Ontology ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Activity Recognition ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Comparing RDB, Hbase, Triple Stores RDB Hbase Modern Triple Store Transactions + - + ACID + - + Concurrent & Dynamic + + + Random Access + + + Flexibility - - + High Availability + + + Joins / complex graph search - - + Structured + Unstructured - - + Scalability + + +
On the road map ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Reasoning

More Related Content

What's hot (20)

Cheminformatics
CheminformaticsCheminformatics
Cheminformatics
 
RNA-Seq
RNA-SeqRNA-Seq
RNA-Seq
 
Sequence Analysis
Sequence AnalysisSequence Analysis
Sequence Analysis
 
Pubchem
PubchemPubchem
Pubchem
 
Sequence Alignment
Sequence AlignmentSequence Alignment
Sequence Alignment
 
Introduction to pdb
Introduction to pdbIntroduction to pdb
Introduction to pdb
 
Est database
Est databaseEst database
Est database
 
Genome assembly
Genome assemblyGenome assembly
Genome assembly
 
Protein database
Protein databaseProtein database
Protein database
 
PubChem and Its Applications for Drug Discovery
PubChem and Its Applications for Drug DiscoveryPubChem and Its Applications for Drug Discovery
PubChem and Its Applications for Drug Discovery
 
protein data bank
protein data bankprotein data bank
protein data bank
 
String.pptx
String.pptxString.pptx
String.pptx
 
Bioinformatics in drug discovery
Bioinformatics in drug discoveryBioinformatics in drug discovery
Bioinformatics in drug discovery
 
Protein Structure Alignment and Comparison
Protein Structure Alignment and ComparisonProtein Structure Alignment and Comparison
Protein Structure Alignment and Comparison
 
Bioinformatics
BioinformaticsBioinformatics
Bioinformatics
 
Needleman-Wunsch Algorithm
Needleman-Wunsch AlgorithmNeedleman-Wunsch Algorithm
Needleman-Wunsch Algorithm
 
bioinformatics simple
bioinformatics simple bioinformatics simple
bioinformatics simple
 
Bioinfromatics - local alignment
Bioinfromatics - local alignmentBioinfromatics - local alignment
Bioinfromatics - local alignment
 
Homology modeling
Homology modelingHomology modeling
Homology modeling
 
Protein data bank
Protein data bankProtein data bank
Protein data bank
 

Viewers also liked

MySql to HBase in 5 Steps
MySql to HBase in 5 StepsMySql to HBase in 5 Steps
MySql to HBase in 5 StepsScott Cinnamond
 
Semantic Pragmatic Disorder : A Cognitive Science Prespective
Semantic Pragmatic Disorder : A Cognitive Science PrespectiveSemantic Pragmatic Disorder : A Cognitive Science Prespective
Semantic Pragmatic Disorder : A Cognitive Science PrespectiveSweta Vajjhala
 
Triple arthrodesis seminar by Dr Chirag Patel
Triple arthrodesis seminar by Dr Chirag PatelTriple arthrodesis seminar by Dr Chirag Patel
Triple arthrodesis seminar by Dr Chirag PatelChirag Patel
 
Pragmatics (Linguistics)
Pragmatics (Linguistics)Pragmatics (Linguistics)
Pragmatics (Linguistics)Coltz Mejia
 
Pragmatics presentation
Pragmatics presentationPragmatics presentation
Pragmatics presentationMehwish Nazar
 
Pragmatics: Deixis And Distance By Dr.Shadia.Pptx
Pragmatics:  Deixis And Distance By Dr.Shadia.PptxPragmatics:  Deixis And Distance By Dr.Shadia.Pptx
Pragmatics: Deixis And Distance By Dr.Shadia.PptxDr. Shadia Banjar
 
TEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkTEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkVolker Hirsch
 

Viewers also liked (14)

MySql to HBase in 5 Steps
MySql to HBase in 5 StepsMySql to HBase in 5 Steps
MySql to HBase in 5 Steps
 
Semantic Pragmatic Disorder : A Cognitive Science Prespective
Semantic Pragmatic Disorder : A Cognitive Science PrespectiveSemantic Pragmatic Disorder : A Cognitive Science Prespective
Semantic Pragmatic Disorder : A Cognitive Science Prespective
 
Sajith ankle
Sajith ankleSajith ankle
Sajith ankle
 
Pastern Arthrodesis
Pastern ArthrodesisPastern Arthrodesis
Pastern Arthrodesis
 
Jess
JessJess
Jess
 
Arthrodesis
ArthrodesisArthrodesis
Arthrodesis
 
Triple arthrodesis seminar by Dr Chirag Patel
Triple arthrodesis seminar by Dr Chirag PatelTriple arthrodesis seminar by Dr Chirag Patel
Triple arthrodesis seminar by Dr Chirag Patel
 
Arthrodesis
ArthrodesisArthrodesis
Arthrodesis
 
What is pragmatics ppt final
What is pragmatics ppt finalWhat is pragmatics ppt final
What is pragmatics ppt final
 
Pragmatics (Linguistics)
Pragmatics (Linguistics)Pragmatics (Linguistics)
Pragmatics (Linguistics)
 
Pragmatics presentation
Pragmatics presentationPragmatics presentation
Pragmatics presentation
 
Pragmatics: Deixis And Distance By Dr.Shadia.Pptx
Pragmatics:  Deixis And Distance By Dr.Shadia.PptxPragmatics:  Deixis And Distance By Dr.Shadia.Pptx
Pragmatics: Deixis And Distance By Dr.Shadia.Pptx
 
TEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkTEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of Work
 
Build Features, Not Apps
Build Features, Not AppsBuild Features, Not Apps
Build Features, Not Apps
 

Similar to Semantic Technology: The Basics

ALA 2010 -- Jabin White
ALA 2010 -- Jabin WhiteALA 2010 -- Jabin White
ALA 2010 -- Jabin Whitebisg
 
AeHIN 28 August, 2014 - Innovation in Healthcare IT Standards: The Path to Bi...
AeHIN 28 August, 2014 - Innovation in Healthcare IT Standards: The Path to Bi...AeHIN 28 August, 2014 - Innovation in Healthcare IT Standards: The Path to Bi...
AeHIN 28 August, 2014 - Innovation in Healthcare IT Standards: The Path to Bi...Timothy Cook
 
Stream Meets Batch for Smarter Analytics- Impetus White Paper
Stream Meets Batch for Smarter Analytics- Impetus White PaperStream Meets Batch for Smarter Analytics- Impetus White Paper
Stream Meets Batch for Smarter Analytics- Impetus White PaperImpetus Technologies
 
Open Calais Release 4.0
Open Calais Release 4.0Open Calais Release 4.0
Open Calais Release 4.0Krista Thomas
 
Ibara Michael Aster Ppt Show
Ibara Michael Aster Ppt ShowIbara Michael Aster Ppt Show
Ibara Michael Aster Ppt ShowMichael Ibara
 
HPCC Systems - Open source, Big Data Processing & Analytics
HPCC Systems - Open source, Big Data Processing & AnalyticsHPCC Systems - Open source, Big Data Processing & Analytics
HPCC Systems - Open source, Big Data Processing & AnalyticsHPCC Systems
 
LFS302_Real-World Evidence Platform to Enable Therapeutic Innovation
LFS302_Real-World Evidence Platform to Enable Therapeutic InnovationLFS302_Real-World Evidence Platform to Enable Therapeutic Innovation
LFS302_Real-World Evidence Platform to Enable Therapeutic InnovationAmazon Web Services
 
sybca-bigdata-ppt.pptx
sybca-bigdata-ppt.pptxsybca-bigdata-ppt.pptx
sybca-bigdata-ppt.pptxcalf_ville86
 
Understanding the Value of Database Discovery - Beyond Unstructured Data
Understanding the Value of Database Discovery - Beyond Unstructured DataUnderstanding the Value of Database Discovery - Beyond Unstructured Data
Understanding the Value of Database Discovery - Beyond Unstructured DataLogikcull.com
 
Becoming Datacentric
Becoming DatacentricBecoming Datacentric
Becoming DatacentricTimothy Cook
 
Emcien overview v6 01282013
Emcien overview v6 01282013Emcien overview v6 01282013
Emcien overview v6 01282013WCJones6348
 
Customer Profiling using Data Mining
Customer Profiling using Data Mining Customer Profiling using Data Mining
Customer Profiling using Data Mining Suman Chatterjee
 

Similar to Semantic Technology: The Basics (20)

Hh
HhHh
Hh
 
ALA 2010 -- Jabin White
ALA 2010 -- Jabin WhiteALA 2010 -- Jabin White
ALA 2010 -- Jabin White
 
Cal Essay
Cal EssayCal Essay
Cal Essay
 
Improving EMRs 2009
Improving EMRs 2009Improving EMRs 2009
Improving EMRs 2009
 
RSC ChemSpider Science Commons Symposium Pacific Northwest #scspn
RSC ChemSpider Science Commons Symposium Pacific Northwest #scspnRSC ChemSpider Science Commons Symposium Pacific Northwest #scspn
RSC ChemSpider Science Commons Symposium Pacific Northwest #scspn
 
AeHIN 28 August, 2014 - Innovation in Healthcare IT Standards: The Path to Bi...
AeHIN 28 August, 2014 - Innovation in Healthcare IT Standards: The Path to Bi...AeHIN 28 August, 2014 - Innovation in Healthcare IT Standards: The Path to Bi...
AeHIN 28 August, 2014 - Innovation in Healthcare IT Standards: The Path to Bi...
 
Nordic health data metadata
Nordic health data   metadataNordic health data   metadata
Nordic health data metadata
 
ChemSpider and How The Wisdom Of The Crowds Can Improve The Quality Of ...
ChemSpider  and How The Wisdom Of The  Crowds  Can  Improve The  Quality Of  ...ChemSpider  and How The Wisdom Of The  Crowds  Can  Improve The  Quality Of  ...
ChemSpider and How The Wisdom Of The Crowds Can Improve The Quality Of ...
 
Stream Meets Batch for Smarter Analytics- Impetus White Paper
Stream Meets Batch for Smarter Analytics- Impetus White PaperStream Meets Batch for Smarter Analytics- Impetus White Paper
Stream Meets Batch for Smarter Analytics- Impetus White Paper
 
Open Calais Release 4.0
Open Calais Release 4.0Open Calais Release 4.0
Open Calais Release 4.0
 
Ibara Michael Aster Ppt Show
Ibara Michael Aster Ppt ShowIbara Michael Aster Ppt Show
Ibara Michael Aster Ppt Show
 
HPCC Systems - Open source, Big Data Processing & Analytics
HPCC Systems - Open source, Big Data Processing & AnalyticsHPCC Systems - Open source, Big Data Processing & Analytics
HPCC Systems - Open source, Big Data Processing & Analytics
 
BIG DATA AND HADOOP.pdf
BIG DATA AND HADOOP.pdfBIG DATA AND HADOOP.pdf
BIG DATA AND HADOOP.pdf
 
LFS302_Real-World Evidence Platform to Enable Therapeutic Innovation
LFS302_Real-World Evidence Platform to Enable Therapeutic InnovationLFS302_Real-World Evidence Platform to Enable Therapeutic Innovation
LFS302_Real-World Evidence Platform to Enable Therapeutic Innovation
 
sybca-bigdata-ppt.pptx
sybca-bigdata-ppt.pptxsybca-bigdata-ppt.pptx
sybca-bigdata-ppt.pptx
 
Understanding the Value of Database Discovery - Beyond Unstructured Data
Understanding the Value of Database Discovery - Beyond Unstructured DataUnderstanding the Value of Database Discovery - Beyond Unstructured Data
Understanding the Value of Database Discovery - Beyond Unstructured Data
 
Becoming Datacentric
Becoming DatacentricBecoming Datacentric
Becoming Datacentric
 
Emcien overview v6 01282013
Emcien overview v6 01282013Emcien overview v6 01282013
Emcien overview v6 01282013
 
Customer Profiling using Data Mining
Customer Profiling using Data Mining Customer Profiling using Data Mining
Customer Profiling using Data Mining
 
Chemspider Presentation at the ACS Meeting in New orleans
Chemspider Presentation at the ACS Meeting in New orleansChemspider Presentation at the ACS Meeting in New orleans
Chemspider Presentation at the ACS Meeting in New orleans
 

Recently uploaded

GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
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
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
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
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdfChristopherTHyatt
 
[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
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
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 2024The Digital Insurer
 
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
 
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
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
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
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
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
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
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
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 

Recently uploaded (20)

GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
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
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.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
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
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
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
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...
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
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...
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
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
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
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?
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 

Semantic Technology: The Basics

  • 1. Semantic Technology: the basics Jans Aasman, Ph.D. CEO Franz Inc [email_address]
  • 2.
  • 3.
  • 4.
  • 5.  
  • 6.
  • 7. Subject predicate object graph Quads
  • 8. ntriple format Resource or Blank Node Only Resource Resource Literal Blank Node (?:(?<=<)[^>]+(?=>))|(?:amp;quot;(?:(?:[^amp;quot;]|(?:amp;quot;))*)amp;quot;[^. ]*)|(?:_:[-_a-zA-Z0-9]+)
  • 10. As Trix As Trix
  • 11. As N3
  • 12.
  • 13.  
  • 14.  
  • 15. How can I read up on triples and meta data?
  • 16.
  • 17. An artist’s impression of a db for persons January, 2008
  • 18. g
  • 19.  
  • 20. Comparing RDB, Hbase, Triple Stores RDB Hbase Modern Triple Store Transactions + - + ACID + - + Concurrent & Dynamic + + + Random Access + + + Flexibility - - + High Availability + + + Joins / complex graph search - - + Structured + Unstructured - - + Scalability + + +
  • 21.
  • 23.  
  • 24.  
  • 25. sider
  • 26.
  • 27.  
  • 28.  
  • 29. DrugBank A repository of almost 5000 FDA-approved small molecule and biotech drugs. Contains detailed information about drugs including chemical, pharmacological and pharmaceutical data; along with comprehensive drug target data such as sequence, structure, and pathway information.
  • 30. LinkedCT: Clinical Trials Up-to-date information for locating federally and privately supported clinical trials for a wide range of diseases and conditions. It contains 81,571 trials sponsored by the National Institutes of Health, other federal agencies, and private industry ClinicalTrials.gov receives over 40 million page views per month 50,000 visitors daily.
  • 31. Diseasome Publishes a network of 4,300 disorders and disease genes linked by known disorder-gene associations for exploring all known phenotype and disease gene associations, indicating the common genetic origin of many diseases. The list of disorders, disease genes, and associations between them was obtained from the Online Mendelian Inheritance in Man (OMIM), a compilation of human disease genes and phenotypes.
  • 32. DailyMed Published by the National Library of Medicine, and provides high quality information about marketed drugs. DailyMed provides much information including general background on the chemical structure of the compound and its therapeutic purpose, details on the compound's clinical pharmacology, indication and usage, contraindications, warnings, precautions, adverse reactions, overdosage, and patient counseling.
  • 33. Sider Contains information on marketed drugs and their adverse effects. The information is extracted from public documents and package inserts.
  • 34.
  • 35.
  • 36.
  • 37.
  • 38.  
  • 39.  
  • 40.  
  • 41.  
  • 42.  
  • 43. Guided Interaction Advisor Visualization of the solution Triple Store with business concepts Events from many source systems are transformed into a set of related business concepts Chronology of events Interactions Bills Orders Payments Collections Charge dispute Individual Customer Pay instructions Device Activated Device heartbeat Subscriptions Device changes Many events
  • 44. Guided Interaction Advisor Visualization of the solution Charge dispute Probabilistic assessment is performed Corporate policy rules determine actions Plan Overage Bill greater than last month Prorates Roaming charges Third Party Charges Abnormal fee Rate increases Charge dispute First bill Past due amount Pay bill Customer Cancellation Reactivation Device activation Device education Device exchange Device Lost Device not working Device resume Service data not working Service text not working Service voice not working Subscription cancellation Wrong plan Chronology of events Device Activation Third Party Charges Abnormal fee
  • 45.
  • 46.
  • 47.
  • 48.  
  • 49.  
  • 50.
  • 51. How Tim Berners-Lee’s dream came true
  • 52.
  • 53.
  • 54.  
  • 55.  
  • 56.  
  • 57.  
  • 58.  
  • 59.  
  • 60.  
  • 61.  
  • 62.  
  • 63. What do companies use triple stores for?
  • 64.  
  • 65. Bill Guin, CTO, Amdocs Semantic Real Time Intelligent Decision Automation . Thursday, 12:45, Grand A Vijay Bulusu. Knowledge Sharing Using Semantic Technologies Thursday, 3:30, Franciscan A
  • 66.
  • 67.
  • 68.  
  • 69. Classes of applications and their natural database. Regular Enterprise Applications. Web Scale Shallow Objects Complex Meta Data Applications. Relational Databases Hadoop, Hbase, Cassandra, etc Triple Stores
  • 70. Classes of applications and their natural database. Regular Enterprise Applications. Web Scale Shallow Objects Complex Meta Data Applications. Relational Databases Hadoop, Hbase, Cassandra, etc Triple Stores
  • 71. Geospatial, temporal and social network analysis with a triple store…
  • 72.
  • 73.
  • 74.
  • 75.
  • 76.
  • 77. Comparing RDB, Hbase, Triple Stores RDB Hbase Modern Triple Store Transactions + - + ACID + - + Concurrent & Dynamic + + + Random Access + + + Flexibility - - + High Availability + + + Joins / complex graph search - - + Structured + Unstructured - - + Scalability + + +
  • 78.