SlideShare a Scribd company logo
1 of 50
ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry Resources Antony Williams 5th Meeting on U.S. Government Chemical Databases and Open Chemistry  August 2011
I want to know about “Vincristine”
Vincristine: Identifiers and Properties
Vincristine: Vendors and Sources
Vincristine: Patents
Vincristine: Articles
Vincristine: RSC Databases
Searches: The INTERNET
Validated Names for Searching…
And InChIs…
ChemSpider  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Essential aspects of ChemSpider ,[object Object],[object Object],[object Object],[object Object]
“ All That Glisters is Not Gold” What is the structure of Discodermolide?
How to distinguish…who’s wrong?
Neither is wrong
Data Curation…long torturous task ,[object Object],[object Object]
PHYSPROP Database ,[object Object],[object Object]
The  Stereochemistry challenge. 12500 chemicals with “missed” stereo
NIST Webbook
EPA’s DailyMed
EPA’s DailyMed
EPA’s DailyMed
PubChem
Linking
 
 
 
 
Patents
Patents
WYSIWYG compounds
WYSIWYG compounds
Data Curation…long torturous task ,[object Object],[object Object],[object Object],[object Object]
[object Object]
 
Drug Name Generic Name ChEBI ChemSpider CAS Com. Chem ChemIDPlus DailyMed DrugBank PubChem Wikipedia Spiriva Tiotropium Bromide No Hits  No Hits    4/0  Depakote Valproate semisodium        No Structure Basen Voglibose   No Hits  No Hits  2/1  Symbicort 1) Budesonide       8/1  Symbicort 2) Formoterol WRONG  No Hits    6/1  Vytorin 1) Ezetimibe   No Hits      Vytorin 2) Simvastatin       2/1  Taxol Paclitaxel       44/1  Thalidomid Thalidomide No Hits        Zocor Simvastatin       2/1  Crestor Rosuvastatin   No Hits    2/1 
ChemSpider can “do it” for us ,[object Object],[object Object],[object Object],[object Object]
Identifier Dictionaries ,[object Object],[object Object],[object Object],[object Object]
Proof of Concept Data Curation Sharing
Lessons Learned : Big vs Good!
15 compounds called Yohimbine 54 Skeletons for Yohimbine
Aggegators suffer dilution…
User Understanding of Data ,[object Object],[object Object],[object Object]
SciMobileApps.com
SciDBs.com (Coming soon)
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Standardization and Quality ,[object Object],[object Object],[object Object]
Conclusions ,[object Object],[object Object],[object Object]
Acknowledgments  ,[object Object],[object Object],[object Object],[object Object]
Thank you Email: williamsa@rsc.org  Twitter: ChemConnector Personal Blog: www.chemconnector.com SLIDES: www.slideshare.net/AntonyWilliams

More Related Content

What's hot

2013 CrossRef Annual Meeting CrossRef Overview Ed Pentz
2013 CrossRef Annual Meeting CrossRef Overview Ed Pentz2013 CrossRef Annual Meeting CrossRef Overview Ed Pentz
2013 CrossRef Annual Meeting CrossRef Overview Ed PentzCrossref
 

What's hot (19)

Chem spider as a chemical term resolver
Chem spider as a chemical term resolverChem spider as a chemical term resolver
Chem spider as a chemical term resolver
 
ChemSpider – The Vision and Challenges Associated with Building a Free Online...
ChemSpider – The Vision and Challenges Associated with Building a Free Online...ChemSpider – The Vision and Challenges Associated with Building a Free Online...
ChemSpider – The Vision and Challenges Associated with Building a Free Online...
 
Building A Community Resource For The Life Sciences
Building A Community Resource For The Life SciencesBuilding A Community Resource For The Life Sciences
Building A Community Resource For The Life Sciences
 
ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...
ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...
ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...
 
Crowdsourcing Chemistry for the Community – 5 Years of Experiences
Crowdsourcing Chemistry for the Community – 5 Years of ExperiencesCrowdsourcing Chemistry for the Community – 5 Years of Experiences
Crowdsourcing Chemistry for the Community – 5 Years of Experiences
 
ChemSpider hosting linking and curating chemistry data for the community
ChemSpider  hosting linking and curating chemistry data for the communityChemSpider  hosting linking and curating chemistry data for the community
ChemSpider hosting linking and curating chemistry data for the community
 
ChemSpider as a chemical term resolver
ChemSpider as a chemical term resolverChemSpider as a chemical term resolver
ChemSpider as a chemical term resolver
 
ChemSpider - Building a Foundation for the Semantic Web by Hosting a Crowd So...
ChemSpider - Building a Foundation for the Semantic Web by Hosting a Crowd So...ChemSpider - Building a Foundation for the Semantic Web by Hosting a Crowd So...
ChemSpider - Building a Foundation for the Semantic Web by Hosting a Crowd So...
 
ChemSpider – A Community Platform for Chemistry and Resources Supporting the ...
ChemSpider – A Community Platform for Chemistry and Resources Supporting the ...ChemSpider – A Community Platform for Chemistry and Resources Supporting the ...
ChemSpider – A Community Platform for Chemistry and Resources Supporting the ...
 
Whitney Symposium Lecture June 2008
Whitney Symposium Lecture June 2008Whitney Symposium Lecture June 2008
Whitney Symposium Lecture June 2008
 
Navigating the Complex Web of Chemistry Using ChemSpider
Navigating the Complex Web of Chemistry Using ChemSpiderNavigating the Complex Web of Chemistry Using ChemSpider
Navigating the Complex Web of Chemistry Using ChemSpider
 
ChemSpider – An Online Database and Registration System Linking the Web
ChemSpider – An Online Database and  Registration System Linking the WebChemSpider – An Online Database and  Registration System Linking the Web
ChemSpider – An Online Database and Registration System Linking the Web
 
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
 
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
 
ChemSpider – A Platform to Gather, Host and Integrate Structure Based Data Ac...
ChemSpider – A Platform to Gather, Host and Integrate Structure Based Data Ac...ChemSpider – A Platform to Gather, Host and Integrate Structure Based Data Ac...
ChemSpider – A Platform to Gather, Host and Integrate Structure Based Data Ac...
 
Crawling Across the Web of Chemistry Using ChemSpider
Crawling Across the Web of Chemistry Using ChemSpider Crawling Across the Web of Chemistry Using ChemSpider
Crawling Across the Web of Chemistry Using ChemSpider
 
Sourcing high quality online data resources for computational toxicology
Sourcing high quality online data resources for computational toxicologySourcing high quality online data resources for computational toxicology
Sourcing high quality online data resources for computational toxicology
 
2013 CrossRef Annual Meeting CrossRef Overview Ed Pentz
2013 CrossRef Annual Meeting CrossRef Overview Ed Pentz2013 CrossRef Annual Meeting CrossRef Overview Ed Pentz
2013 CrossRef Annual Meeting CrossRef Overview Ed Pentz
 
Value of the mediawiki platform for providing content to the chemistry community
Value of the mediawiki platform for providing content to the chemistry communityValue of the mediawiki platform for providing content to the chemistry community
Value of the mediawiki platform for providing content to the chemistry community
 

Viewers also liked

ChEMBL US tour December 2014
ChEMBL US tour December 2014ChEMBL US tour December 2014
ChEMBL US tour December 2014John Overington
 
Learn BEM: CSS Naming Convention
Learn BEM: CSS Naming ConventionLearn BEM: CSS Naming Convention
Learn BEM: CSS Naming ConventionIn a Rocket
 
SEO: Getting Personal
SEO: Getting PersonalSEO: Getting Personal
SEO: Getting PersonalKirsty Hulse
 
How to Build a Dynamic Social Media Plan
How to Build a Dynamic Social Media PlanHow to Build a Dynamic Social Media Plan
How to Build a Dynamic Social Media PlanPost Planner
 
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika AldabaLightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldabaux singapore
 

Viewers also liked (6)

ChEMBL US tour December 2014
ChEMBL US tour December 2014ChEMBL US tour December 2014
ChEMBL US tour December 2014
 
Learn BEM: CSS Naming Convention
Learn BEM: CSS Naming ConventionLearn BEM: CSS Naming Convention
Learn BEM: CSS Naming Convention
 
SEO: Getting Personal
SEO: Getting PersonalSEO: Getting Personal
SEO: Getting Personal
 
Succession “Losers”: What Happens to Executives Passed Over for the CEO Job?
Succession “Losers”: What Happens to Executives Passed Over for the CEO Job? Succession “Losers”: What Happens to Executives Passed Over for the CEO Job?
Succession “Losers”: What Happens to Executives Passed Over for the CEO Job?
 
How to Build a Dynamic Social Media Plan
How to Build a Dynamic Social Media PlanHow to Build a Dynamic Social Media Plan
How to Build a Dynamic Social Media Plan
 
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika AldabaLightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
 

Similar to ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry Resources

Chemspider hosting linking and curating chemistry data for the community
Chemspider hosting linking and curating chemistry data for the communityChemspider hosting linking and curating chemistry data for the community
Chemspider hosting linking and curating chemistry data for the communityRoyal Society of Chemistry
 

Similar to ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry Resources (17)

ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...
ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...
ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...
 
ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Comm...
ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Comm...ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Comm...
ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Comm...
 
ChemSpider -Connecting and Curating Online Chemistry Resources
ChemSpider -Connecting and Curating Online Chemistry ResourcesChemSpider -Connecting and Curating Online Chemistry Resources
ChemSpider -Connecting and Curating Online Chemistry Resources
 
Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry
Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry
Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry
 
Chemspider hosting linking and curating chemistry data for the community
Chemspider hosting linking and curating chemistry data for the communityChemspider hosting linking and curating chemistry data for the community
Chemspider hosting linking and curating chemistry data for the community
 
Connecting Chemistry Across the Internet Using ChemSpider
Connecting Chemistry Across the Internet Using ChemSpiderConnecting Chemistry Across the Internet Using ChemSpider
Connecting Chemistry Across the Internet Using ChemSpider
 
AZ of Chemspider February 2011
AZ of Chemspider February 2011AZ of Chemspider February 2011
AZ of Chemspider February 2011
 
Connecting Chemists to the Internet Through ChemSpider
Connecting Chemists to the Internet Through ChemSpiderConnecting Chemists to the Internet Through ChemSpider
Connecting Chemists to the Internet Through ChemSpider
 
RSC ChemSpider is the online chemistry database where community contributions...
RSC ChemSpider is the online chemistry database where community contributions...RSC ChemSpider is the online chemistry database where community contributions...
RSC ChemSpider is the online chemistry database where community contributions...
 
RSC ChemSpider – Building An Internet Based Community For Chemists
RSC ChemSpider – Building An Internet Based Community For ChemistsRSC ChemSpider – Building An Internet Based Community For Chemists
RSC ChemSpider – Building An Internet Based Community For Chemists
 
ChemSpider as a Platform for Crowd Participation in Curating Chemistry
ChemSpider as a Platform for Crowd Participation in Curating ChemistryChemSpider as a Platform for Crowd Participation in Curating Chemistry
ChemSpider as a Platform for Crowd Participation in Curating Chemistry
 
Online Public Compound Databases
Online Public Compound DatabasesOnline Public Compound Databases
Online Public Compound Databases
 
ChemSpider Presentation At University Of Toronto
ChemSpider Presentation At University Of TorontoChemSpider Presentation At University Of Toronto
ChemSpider Presentation At University Of Toronto
 
Enhancing Discoverability Across Royal Society Of Chemistry Content By Integr...
Enhancing Discoverability Across Royal Society Of Chemistry Content By Integr...Enhancing Discoverability Across Royal Society Of Chemistry Content By Integr...
Enhancing Discoverability Across Royal Society Of Chemistry Content By Integr...
 
A Presentation at Nature Publishing Group Crowdsourcing, Collaborations and T...
A Presentation at Nature Publishing Group Crowdsourcing, Collaborations and T...A Presentation at Nature Publishing Group Crowdsourcing, Collaborations and T...
A Presentation at Nature Publishing Group Crowdsourcing, Collaborations and T...
 
Taming The Wild West Of Internet Based Chemistry You Can Help
Taming The Wild West Of Internet Based Chemistry You Can HelpTaming The Wild West Of Internet Based Chemistry You Can Help
Taming The Wild West Of Internet Based Chemistry You Can Help
 
The Great Promise of Online Data for Chemistry and the Life Sciences
The Great Promise of Online Data for Chemistry and the Life SciencesThe Great Promise of Online Data for Chemistry and the Life Sciences
The Great Promise of Online Data for Chemistry and the Life Sciences
 

Recently uploaded

Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 

Recently uploaded (20)

Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 

ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry Resources