SlideShare a Scribd company logo
1 of 35
Download to read offline
Enterprise Intelligence:
Putting the Pieces Together
Daniel Tunkelang
dtunkelang@gmail.com
Consumer technology is smart and getting smarter.
While most enterprise technology remains dumb.
Why is it so hard to deliver enterprise intelligence?
Let’s talk about the challenges.
Challenge 1:
Enterprise data lives in silos.
Intelligence comes from joining across data sets.
Data connectivity is essential for unlocking value.
Challenge 2:
Weak signals.
Compared to the web, no labels or behavioral data.
Consumer technology takes these signals for granted.
Challenge 3:
Lack of incentives.
Everyone talks the talk about data reuse and knowledge
sharing, but most organizations don’t reward it.
But it’s not all gloom and doom.
Let’s talk about signs of life for enterprise intelligence.
Sign of life 1:
Open source.
Open source not only provides flexibility to tinker,
but also dramatically reduces barriers to adoption.
Open source also encourages open standards.
Interoperability breaks down silos between applications.
Sign of life 2:
Cloud computing.
Cloud computing has dramatically reduced the entry cost for
applications requiring large storage or compute resources.
Not just about reduced cost of hardware and administration.
Cloud platforms provide most of your stack out of the box.
Sign of life 3:
Consumerization of the enterprise.
People increasingly use the same software for
both consumer and enterprise applications.
Consumer technology not only raises UI expectations,
but also makes people expect greater interoperability.
These signs of life support emerging opportunities to deliver
enterprise intelligence—by putting the pieces together.
Opportunity 1:
Combine public and enterprise data.
So much of the world’s data is just an API call away.
Leverage it!
External data tends to be wide and shallow.
Yours is narrow and deep. Combine them!
Opportunity 2:
Invest in data standardization.
There’s only so much you can do with strings and
other unstructured data. Standardization unlocks value.
At least strive for internal consistency.
Even better, use standards with broad support.
Opportunity 3:
Create better incentives.
Everyone wants access to everyone else’s data.
But no one wants to invest effort. Tragedy of commons.
People need to be rewarded for creating and improving
data assets than can be leveraged across organization.
To summarize:
Open source, cloud computing, and consumerization
are lowering barriers and raising expectations.
We need to break down silos, strengthen signals, and
create better incentives to standardize and share data.
Enterprise intelligence is what we achieve
when we put the pieces together.
Thank you!
dtunkelang@gmail.com

More Related Content

What's hot

School introduction to mis is the most important class in the
School introduction to mis is the most important class in the School introduction to mis is the most important class in the
School introduction to mis is the most important class in the amrit47
 
Meet The Containers
Meet The ContainersMeet The Containers
Meet The ContainersLinkedIn
 
The Future of Communication Technology in 2022 A.D. By Lydia Mato
The Future of Communication Technology in 2022 A.D. By Lydia MatoThe Future of Communication Technology in 2022 A.D. By Lydia Mato
The Future of Communication Technology in 2022 A.D. By Lydia Matolydia mato
 
Wearables and Google Glass
Wearables and Google GlassWearables and Google Glass
Wearables and Google GlassMarta Rauch
 
Internet Trends 2014 - Redesigned
Internet Trends 2014 - RedesignedInternet Trends 2014 - Redesigned
Internet Trends 2014 - RedesignedEmiland
 
The Future Shape of Digital | Chartered Institute of Marketing
The Future Shape of Digital | Chartered Institute of MarketingThe Future Shape of Digital | Chartered Institute of Marketing
The Future Shape of Digital | Chartered Institute of MarketingiStrategy
 
The 10 Best AI And Data Science Master’s Courses For 2021
The 10 Best AI And Data Science Master’s Courses For 2021The 10 Best AI And Data Science Master’s Courses For 2021
The 10 Best AI And Data Science Master’s Courses For 2021Bernard Marr
 
Digital disruption - From Disrupted To Disruptor
Digital disruption - From Disrupted To DisruptorDigital disruption - From Disrupted To Disruptor
Digital disruption - From Disrupted To DisruptorDaniel Raihani, JP
 
A people-centred approach to Data and the Internet of Things
A people-centred approach to Data and the Internet of ThingsA people-centred approach to Data and the Internet of Things
A people-centred approach to Data and the Internet of ThingsClaro Partners Inc.
 
Smart phone presentation rodney
Smart phone presentation rodneySmart phone presentation rodney
Smart phone presentation rodneykrmub1
 
Future of data - Insights from Discussions Building on an Initial Perspective...
Future of data - Insights from Discussions Building on an Initial Perspective...Future of data - Insights from Discussions Building on an Initial Perspective...
Future of data - Insights from Discussions Building on an Initial Perspective...Future Agenda
 
Imagination for BIMA Hair of the Dog SXSW 2017
Imagination for BIMA Hair of the Dog SXSW 2017 Imagination for BIMA Hair of the Dog SXSW 2017
Imagination for BIMA Hair of the Dog SXSW 2017 ImaginationGlobal2017
 
Visualizing the Agency of the Future
Visualizing the Agency of the FutureVisualizing the Agency of the Future
Visualizing the Agency of the FutureJESS3
 
Tim w open data strategy 12th may 2011
Tim w open data strategy  12th may 2011Tim w open data strategy  12th may 2011
Tim w open data strategy 12th may 2011Tim Willoughby
 
Collaboration 3.0: 8 trends today that will define our tools tomorrow
Collaboration 3.0: 8 trends today that will define our tools tomorrowCollaboration 3.0: 8 trends today that will define our tools tomorrow
Collaboration 3.0: 8 trends today that will define our tools tomorrowalexschiff
 

What's hot (20)

School introduction to mis is the most important class in the
School introduction to mis is the most important class in the School introduction to mis is the most important class in the
School introduction to mis is the most important class in the
 
Io t white-paper-final-fr-1
Io t white-paper-final-fr-1Io t white-paper-final-fr-1
Io t white-paper-final-fr-1
 
Meet The Containers
Meet The ContainersMeet The Containers
Meet The Containers
 
The Future of Communication Technology in 2022 A.D. By Lydia Mato
The Future of Communication Technology in 2022 A.D. By Lydia MatoThe Future of Communication Technology in 2022 A.D. By Lydia Mato
The Future of Communication Technology in 2022 A.D. By Lydia Mato
 
Alt-Tech
Alt-TechAlt-Tech
Alt-Tech
 
Wearables and Google Glass
Wearables and Google GlassWearables and Google Glass
Wearables and Google Glass
 
Internet Trends 2014 - Redesigned
Internet Trends 2014 - RedesignedInternet Trends 2014 - Redesigned
Internet Trends 2014 - Redesigned
 
The Future Shape of Digital | Chartered Institute of Marketing
The Future Shape of Digital | Chartered Institute of MarketingThe Future Shape of Digital | Chartered Institute of Marketing
The Future Shape of Digital | Chartered Institute of Marketing
 
The 10 Best AI And Data Science Master’s Courses For 2021
The 10 Best AI And Data Science Master’s Courses For 2021The 10 Best AI And Data Science Master’s Courses For 2021
The 10 Best AI And Data Science Master’s Courses For 2021
 
Digital disruption - From Disrupted To Disruptor
Digital disruption - From Disrupted To DisruptorDigital disruption - From Disrupted To Disruptor
Digital disruption - From Disrupted To Disruptor
 
A people-centred approach to Data and the Internet of Things
A people-centred approach to Data and the Internet of ThingsA people-centred approach to Data and the Internet of Things
A people-centred approach to Data and the Internet of Things
 
Smart phone presentation rodney
Smart phone presentation rodneySmart phone presentation rodney
Smart phone presentation rodney
 
Digital Economy
Digital EconomyDigital Economy
Digital Economy
 
The Future of Work
The Future of WorkThe Future of Work
The Future of Work
 
Future of data - Insights from Discussions Building on an Initial Perspective...
Future of data - Insights from Discussions Building on an Initial Perspective...Future of data - Insights from Discussions Building on an Initial Perspective...
Future of data - Insights from Discussions Building on an Initial Perspective...
 
Imagination for BIMA Hair of the Dog SXSW 2017
Imagination for BIMA Hair of the Dog SXSW 2017 Imagination for BIMA Hair of the Dog SXSW 2017
Imagination for BIMA Hair of the Dog SXSW 2017
 
Visualizing the Agency of the Future
Visualizing the Agency of the FutureVisualizing the Agency of the Future
Visualizing the Agency of the Future
 
Tim w open data strategy 12th may 2011
Tim w open data strategy  12th may 2011Tim w open data strategy  12th may 2011
Tim w open data strategy 12th may 2011
 
Collaboration 3.0: 8 trends today that will define our tools tomorrow
Collaboration 3.0: 8 trends today that will define our tools tomorrowCollaboration 3.0: 8 trends today that will define our tools tomorrow
Collaboration 3.0: 8 trends today that will define our tools tomorrow
 
Skills Requirements for Future Jobs - 10 Facts
Skills Requirements for Future Jobs - 10 FactsSkills Requirements for Future Jobs - 10 Facts
Skills Requirements for Future Jobs - 10 Facts
 

Viewers also liked

Find and be Found: Information Retrieval at LinkedIn
Find and be Found: Information Retrieval at LinkedInFind and be Found: Information Retrieval at LinkedIn
Find and be Found: Information Retrieval at LinkedInDaniel Tunkelang
 
My Three Ex’s: A Data Science Approach for Applied Machine Learning
My Three Ex’s: A Data Science Approach for Applied Machine LearningMy Three Ex’s: A Data Science Approach for Applied Machine Learning
My Three Ex’s: A Data Science Approach for Applied Machine LearningDaniel Tunkelang
 
Data Science: A Mindset for Productivity
Data Science: A Mindset for ProductivityData Science: A Mindset for Productivity
Data Science: A Mindset for ProductivityDaniel Tunkelang
 
Query Understanding: A Manifesto
Query Understanding: A ManifestoQuery Understanding: A Manifesto
Query Understanding: A ManifestoDaniel Tunkelang
 
Web science - How is it different?
Web science - How is it different?Web science - How is it different?
Web science - How is it different?Daniel Tunkelang
 
Better Search Through Query Understanding
Better Search Through Query UnderstandingBetter Search Through Query Understanding
Better Search Through Query UnderstandingDaniel Tunkelang
 
Where should you put your data scientists?
Where should you put your data scientists?Where should you put your data scientists?
Where should you put your data scientists?Daniel Tunkelang
 
Social Search in a Professional Context
Social Search in a Professional ContextSocial Search in a Professional Context
Social Search in a Professional ContextDaniel Tunkelang
 
Recruiters, Job Seekers and Spammers: Innovations in Job Search at LinkedIn
Recruiters, Job Seekers and Spammers: Innovations in Job Search at LinkedInRecruiters, Job Seekers and Spammers: Innovations in Job Search at LinkedIn
Recruiters, Job Seekers and Spammers: Innovations in Job Search at LinkedInDaria Sorokina
 
Query Understanding at LinkedIn [Talk at Facebook]
Query Understanding at LinkedIn [Talk at Facebook]Query Understanding at LinkedIn [Talk at Facebook]
Query Understanding at LinkedIn [Talk at Facebook]Abhimanyu Lad
 
Galvanize Data Science Open House
Galvanize Data Science Open HouseGalvanize Data Science Open House
Galvanize Data Science Open Houseryanorban
 
Standardizing +113 million Merchant Names in Financial Services with Greenplu...
Standardizing +113 million Merchant Names in Financial Services with Greenplu...Standardizing +113 million Merchant Names in Financial Services with Greenplu...
Standardizing +113 million Merchant Names in Financial Services with Greenplu...Data Science London
 
Fast, Lenient, and Accurate – Building Personalized Instant Search Experience...
Fast, Lenient, and Accurate – Building Personalized Instant Search Experience...Fast, Lenient, and Accurate – Building Personalized Instant Search Experience...
Fast, Lenient, and Accurate – Building Personalized Instant Search Experience...Abhimanyu Lad
 
Multiple Intelligences in the Classroom
Multiple Intelligences in the ClassroomMultiple Intelligences in the Classroom
Multiple Intelligences in the Classroomjernestomejia
 
Lessons in Data Modeling: Why a Data Model is an Important Part of Your Data ...
Lessons in Data Modeling: Why a Data Model is an Important Part of Your Data ...Lessons in Data Modeling: Why a Data Model is an Important Part of Your Data ...
Lessons in Data Modeling: Why a Data Model is an Important Part of Your Data ...DATAVERSITY
 
A Gentle Introduction To Docker And All Things Containers
A Gentle Introduction To Docker And All Things ContainersA Gentle Introduction To Docker And All Things Containers
A Gentle Introduction To Docker And All Things ContainersJérôme Petazzoni
 
Basic docker for developer
Basic docker for developerBasic docker for developer
Basic docker for developerWeerayut Hongsa
 
Docker For Dummies
Docker For DummiesDocker For Dummies
Docker For DummiesPhilip Zheng
 
程式交易介紹及 FinTech 創作分享
程式交易介紹及 FinTech 創作分享程式交易介紹及 FinTech 創作分享
程式交易介紹及 FinTech 創作分享Philip Zheng
 
10 R Packages to Win Kaggle Competitions
10 R Packages to Win Kaggle Competitions10 R Packages to Win Kaggle Competitions
10 R Packages to Win Kaggle CompetitionsDataRobot
 

Viewers also liked (20)

Find and be Found: Information Retrieval at LinkedIn
Find and be Found: Information Retrieval at LinkedInFind and be Found: Information Retrieval at LinkedIn
Find and be Found: Information Retrieval at LinkedIn
 
My Three Ex’s: A Data Science Approach for Applied Machine Learning
My Three Ex’s: A Data Science Approach for Applied Machine LearningMy Three Ex’s: A Data Science Approach for Applied Machine Learning
My Three Ex’s: A Data Science Approach for Applied Machine Learning
 
Data Science: A Mindset for Productivity
Data Science: A Mindset for ProductivityData Science: A Mindset for Productivity
Data Science: A Mindset for Productivity
 
Query Understanding: A Manifesto
Query Understanding: A ManifestoQuery Understanding: A Manifesto
Query Understanding: A Manifesto
 
Web science - How is it different?
Web science - How is it different?Web science - How is it different?
Web science - How is it different?
 
Better Search Through Query Understanding
Better Search Through Query UnderstandingBetter Search Through Query Understanding
Better Search Through Query Understanding
 
Where should you put your data scientists?
Where should you put your data scientists?Where should you put your data scientists?
Where should you put your data scientists?
 
Social Search in a Professional Context
Social Search in a Professional ContextSocial Search in a Professional Context
Social Search in a Professional Context
 
Recruiters, Job Seekers and Spammers: Innovations in Job Search at LinkedIn
Recruiters, Job Seekers and Spammers: Innovations in Job Search at LinkedInRecruiters, Job Seekers and Spammers: Innovations in Job Search at LinkedIn
Recruiters, Job Seekers and Spammers: Innovations in Job Search at LinkedIn
 
Query Understanding at LinkedIn [Talk at Facebook]
Query Understanding at LinkedIn [Talk at Facebook]Query Understanding at LinkedIn [Talk at Facebook]
Query Understanding at LinkedIn [Talk at Facebook]
 
Galvanize Data Science Open House
Galvanize Data Science Open HouseGalvanize Data Science Open House
Galvanize Data Science Open House
 
Standardizing +113 million Merchant Names in Financial Services with Greenplu...
Standardizing +113 million Merchant Names in Financial Services with Greenplu...Standardizing +113 million Merchant Names in Financial Services with Greenplu...
Standardizing +113 million Merchant Names in Financial Services with Greenplu...
 
Fast, Lenient, and Accurate – Building Personalized Instant Search Experience...
Fast, Lenient, and Accurate – Building Personalized Instant Search Experience...Fast, Lenient, and Accurate – Building Personalized Instant Search Experience...
Fast, Lenient, and Accurate – Building Personalized Instant Search Experience...
 
Multiple Intelligences in the Classroom
Multiple Intelligences in the ClassroomMultiple Intelligences in the Classroom
Multiple Intelligences in the Classroom
 
Lessons in Data Modeling: Why a Data Model is an Important Part of Your Data ...
Lessons in Data Modeling: Why a Data Model is an Important Part of Your Data ...Lessons in Data Modeling: Why a Data Model is an Important Part of Your Data ...
Lessons in Data Modeling: Why a Data Model is an Important Part of Your Data ...
 
A Gentle Introduction To Docker And All Things Containers
A Gentle Introduction To Docker And All Things ContainersA Gentle Introduction To Docker And All Things Containers
A Gentle Introduction To Docker And All Things Containers
 
Basic docker for developer
Basic docker for developerBasic docker for developer
Basic docker for developer
 
Docker For Dummies
Docker For DummiesDocker For Dummies
Docker For Dummies
 
程式交易介紹及 FinTech 創作分享
程式交易介紹及 FinTech 創作分享程式交易介紹及 FinTech 創作分享
程式交易介紹及 FinTech 創作分享
 
10 R Packages to Win Kaggle Competitions
10 R Packages to Win Kaggle Competitions10 R Packages to Win Kaggle Competitions
10 R Packages to Win Kaggle Competitions
 

Similar to Enterprise Intelligence

Smart Contracts AI Article
Smart Contracts AI ArticleSmart Contracts AI Article
Smart Contracts AI ArticleShannon Copeland
 
Five Trends that will Impact IT
Five Trends that will Impact ITFive Trends that will Impact IT
Five Trends that will Impact ITHolly Ross
 
5 trends that are reshaping Information Technology
5 trends that are reshaping Information Technology5 trends that are reshaping Information Technology
5 trends that are reshaping Information TechnologyData IQ Argentina
 
Huddle Sync - Intelligent File Sync
Huddle Sync - Intelligent File SyncHuddle Sync - Intelligent File Sync
Huddle Sync - Intelligent File SyncHuddleHQ
 
What are Pros and Cons of Internet of Things?
What are Pros and Cons of Internet of Things?What are Pros and Cons of Internet of Things?
What are Pros and Cons of Internet of Things?Pixel Crayons
 
Collaboration Meets Community
Collaboration Meets CommunityCollaboration Meets Community
Collaboration Meets Communitytibbr
 
The top trends changing the landscape of Information Management
The top trends changing the landscape of Information ManagementThe top trends changing the landscape of Information Management
The top trends changing the landscape of Information ManagementVelrada
 
Computer Networking Is Revolutionizing Our Society
Computer Networking Is Revolutionizing Our SocietyComputer Networking Is Revolutionizing Our Society
Computer Networking Is Revolutionizing Our SocietyJennifer York
 
Challenges & Opportunities the Data Privacy Act Brings
Challenges & Opportunities the Data Privacy Act BringsChallenges & Opportunities the Data Privacy Act Brings
Challenges & Opportunities the Data Privacy Act BringsRobert 'Bob' Reyes
 
The Internet of Things: Exploring revenue generating use cases
The Internet of Things: Exploring revenue generating use casesThe Internet of Things: Exploring revenue generating use cases
The Internet of Things: Exploring revenue generating use casesDeloitte United States
 
Empowering the Intelligent Enterprise
Empowering the Intelligent EnterpriseEmpowering the Intelligent Enterprise
Empowering the Intelligent EnterpriseChristine Connors
 
Powering the Intelligent Enterprise
Powering the Intelligent EnterprisePowering the Intelligent Enterprise
Powering the Intelligent EnterpriseChristine Connors
 
Global Data Management: Governance, Security and Usefulness in a Hybrid World
Global Data Management: Governance, Security and Usefulness in a Hybrid WorldGlobal Data Management: Governance, Security and Usefulness in a Hybrid World
Global Data Management: Governance, Security and Usefulness in a Hybrid WorldNeil Raden
 
Data foundation for analytics excellence
Data foundation for analytics excellenceData foundation for analytics excellence
Data foundation for analytics excellenceMudit Mangal
 
Open Data and Artificial Intelligence
Open Data and Artificial IntelligenceOpen Data and Artificial Intelligence
Open Data and Artificial IntelligenceOpen Knowledge Nepal
 
Moving enterprise IT to the cloud
Moving enterprise IT to the cloudMoving enterprise IT to the cloud
Moving enterprise IT to the cloudJan Wiersma
 

Similar to Enterprise Intelligence (20)

Smart Contracts AI Article
Smart Contracts AI ArticleSmart Contracts AI Article
Smart Contracts AI Article
 
Five Trends that will Impact IT
Five Trends that will Impact ITFive Trends that will Impact IT
Five Trends that will Impact IT
 
5 trends that are reshaping Information Technology
5 trends that are reshaping Information Technology5 trends that are reshaping Information Technology
5 trends that are reshaping Information Technology
 
Huddle Sync - Intelligent File Sync
Huddle Sync - Intelligent File SyncHuddle Sync - Intelligent File Sync
Huddle Sync - Intelligent File Sync
 
What are Pros and Cons of Internet of Things?
What are Pros and Cons of Internet of Things?What are Pros and Cons of Internet of Things?
What are Pros and Cons of Internet of Things?
 
Collaboration Meets Community
Collaboration Meets CommunityCollaboration Meets Community
Collaboration Meets Community
 
International Management
International ManagementInternational Management
International Management
 
The top trends changing the landscape of Information Management
The top trends changing the landscape of Information ManagementThe top trends changing the landscape of Information Management
The top trends changing the landscape of Information Management
 
Information Technology Essay
Information Technology EssayInformation Technology Essay
Information Technology Essay
 
iX_POV_FinalDraft
iX_POV_FinalDraftiX_POV_FinalDraft
iX_POV_FinalDraft
 
iX_POV_FinalDraft
iX_POV_FinalDraftiX_POV_FinalDraft
iX_POV_FinalDraft
 
Computer Networking Is Revolutionizing Our Society
Computer Networking Is Revolutionizing Our SocietyComputer Networking Is Revolutionizing Our Society
Computer Networking Is Revolutionizing Our Society
 
Challenges & Opportunities the Data Privacy Act Brings
Challenges & Opportunities the Data Privacy Act BringsChallenges & Opportunities the Data Privacy Act Brings
Challenges & Opportunities the Data Privacy Act Brings
 
The Internet of Things: Exploring revenue generating use cases
The Internet of Things: Exploring revenue generating use casesThe Internet of Things: Exploring revenue generating use cases
The Internet of Things: Exploring revenue generating use cases
 
Empowering the Intelligent Enterprise
Empowering the Intelligent EnterpriseEmpowering the Intelligent Enterprise
Empowering the Intelligent Enterprise
 
Powering the Intelligent Enterprise
Powering the Intelligent EnterprisePowering the Intelligent Enterprise
Powering the Intelligent Enterprise
 
Global Data Management: Governance, Security and Usefulness in a Hybrid World
Global Data Management: Governance, Security and Usefulness in a Hybrid WorldGlobal Data Management: Governance, Security and Usefulness in a Hybrid World
Global Data Management: Governance, Security and Usefulness in a Hybrid World
 
Data foundation for analytics excellence
Data foundation for analytics excellenceData foundation for analytics excellence
Data foundation for analytics excellence
 
Open Data and Artificial Intelligence
Open Data and Artificial IntelligenceOpen Data and Artificial Intelligence
Open Data and Artificial Intelligence
 
Moving enterprise IT to the cloud
Moving enterprise IT to the cloudMoving enterprise IT to the cloud
Moving enterprise IT to the cloud
 

More from Daniel Tunkelang

Query Understanding and Ecommerce
Query Understanding and EcommerceQuery Understanding and Ecommerce
Query Understanding and EcommerceDaniel Tunkelang
 
Semantic Equivalence of e-Commerce Queries
Semantic Equivalence of e-Commerce QueriesSemantic Equivalence of e-Commerce Queries
Semantic Equivalence of e-Commerce QueriesDaniel Tunkelang
 
Helping Searchers Satisfice through Query Understanding
Helping Searchers Satisfice through Query UnderstandingHelping Searchers Satisfice through Query Understanding
Helping Searchers Satisfice through Query UnderstandingDaniel Tunkelang
 
Search as Communication: Lessons from a Personal Journey
Search as Communication: Lessons from a Personal JourneySearch as Communication: Lessons from a Personal Journey
Search as Communication: Lessons from a Personal JourneyDaniel Tunkelang
 
Enterprise Search: How do we get there from here?
Enterprise Search: How do we get there from here?Enterprise Search: How do we get there from here?
Enterprise Search: How do we get there from here?Daniel Tunkelang
 
Big Data, We Have a Communication Problem
Big Data, We Have a Communication Problem Big Data, We Have a Communication Problem
Big Data, We Have a Communication Problem Daniel Tunkelang
 
How to Interview a Data Scientist
How to Interview a Data ScientistHow to Interview a Data Scientist
How to Interview a Data ScientistDaniel Tunkelang
 
Information, Attention, and Trust: A Hierarchy of Needs
Information, Attention, and Trust: A Hierarchy of NeedsInformation, Attention, and Trust: A Hierarchy of Needs
Information, Attention, and Trust: A Hierarchy of NeedsDaniel Tunkelang
 
Data By The People, For The People
Data By The People, For The PeopleData By The People, For The People
Data By The People, For The PeopleDaniel Tunkelang
 
Content, Connections, and Context
Content, Connections, and ContextContent, Connections, and Context
Content, Connections, and ContextDaniel Tunkelang
 
Scale, Structure, and Semantics
Scale, Structure, and SemanticsScale, Structure, and Semantics
Scale, Structure, and SemanticsDaniel Tunkelang
 
Recommendations as a Conversation with the User
Recommendations as a Conversation with the UserRecommendations as a Conversation with the User
Recommendations as a Conversation with the UserDaniel Tunkelang
 
Keeping It Professional: Relevance, Recommendations, and Reputation at LinkedIn
Keeping It Professional: Relevance, Recommendations, and Reputation at LinkedInKeeping It Professional: Relevance, Recommendations, and Reputation at LinkedIn
Keeping It Professional: Relevance, Recommendations, and Reputation at LinkedInDaniel Tunkelang
 
The War on Attention Poverty: Measuring Twitter Authority
The War on Attention Poverty: Measuring Twitter AuthorityThe War on Attention Poverty: Measuring Twitter Authority
The War on Attention Poverty: Measuring Twitter AuthorityDaniel Tunkelang
 
Enabling Exploration Through Text Analytics
Enabling Exploration Through Text AnalyticsEnabling Exploration Through Text Analytics
Enabling Exploration Through Text AnalyticsDaniel Tunkelang
 

More from Daniel Tunkelang (20)

Query Understanding and Ecommerce
Query Understanding and EcommerceQuery Understanding and Ecommerce
Query Understanding and Ecommerce
 
Semantic Equivalence of e-Commerce Queries
Semantic Equivalence of e-Commerce QueriesSemantic Equivalence of e-Commerce Queries
Semantic Equivalence of e-Commerce Queries
 
Helping Searchers Satisfice through Query Understanding
Helping Searchers Satisfice through Query UnderstandingHelping Searchers Satisfice through Query Understanding
Helping Searchers Satisfice through Query Understanding
 
MMM, Search!
MMM, Search!MMM, Search!
MMM, Search!
 
Search as Communication: Lessons from a Personal Journey
Search as Communication: Lessons from a Personal JourneySearch as Communication: Lessons from a Personal Journey
Search as Communication: Lessons from a Personal Journey
 
Enterprise Search: How do we get there from here?
Enterprise Search: How do we get there from here?Enterprise Search: How do we get there from here?
Enterprise Search: How do we get there from here?
 
Big Data, We Have a Communication Problem
Big Data, We Have a Communication Problem Big Data, We Have a Communication Problem
Big Data, We Have a Communication Problem
 
How to Interview a Data Scientist
How to Interview a Data ScientistHow to Interview a Data Scientist
How to Interview a Data Scientist
 
Information, Attention, and Trust: A Hierarchy of Needs
Information, Attention, and Trust: A Hierarchy of NeedsInformation, Attention, and Trust: A Hierarchy of Needs
Information, Attention, and Trust: A Hierarchy of Needs
 
Data By The People, For The People
Data By The People, For The PeopleData By The People, For The People
Data By The People, For The People
 
Content, Connections, and Context
Content, Connections, and ContextContent, Connections, and Context
Content, Connections, and Context
 
Scale, Structure, and Semantics
Scale, Structure, and SemanticsScale, Structure, and Semantics
Scale, Structure, and Semantics
 
Recommendations as a Conversation with the User
Recommendations as a Conversation with the UserRecommendations as a Conversation with the User
Recommendations as a Conversation with the User
 
Keeping It Professional: Relevance, Recommendations, and Reputation at LinkedIn
Keeping It Professional: Relevance, Recommendations, and Reputation at LinkedInKeeping It Professional: Relevance, Recommendations, and Reputation at LinkedIn
Keeping It Professional: Relevance, Recommendations, and Reputation at LinkedIn
 
The War on Attention Poverty: Measuring Twitter Authority
The War on Attention Poverty: Measuring Twitter AuthorityThe War on Attention Poverty: Measuring Twitter Authority
The War on Attention Poverty: Measuring Twitter Authority
 
Design for Interaction
Design for InteractionDesign for Interaction
Design for Interaction
 
Enabling Exploration Through Text Analytics
Enabling Exploration Through Text AnalyticsEnabling Exploration Through Text Analytics
Enabling Exploration Through Text Analytics
 
exploring semantic means
exploring semantic meansexploring semantic means
exploring semantic means
 
Set Retrieval 2.0
Set Retrieval 2.0Set Retrieval 2.0
Set Retrieval 2.0
 
Guided Summarization
Guided SummarizationGuided Summarization
Guided Summarization
 

Recently uploaded

AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarPrecisely
 
9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding TeamAdam Moalla
 
Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024D Cloud Solutions
 
How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?IES VE
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UbiTrack UK
 
Videogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfVideogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfinfogdgmi
 
OpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureOpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureEric D. Schabell
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfAijun Zhang
 
Linked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesLinked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesDavid Newbury
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...Aggregage
 
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfJamie (Taka) Wang
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7DianaGray10
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioChristian Posta
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1DianaGray10
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxGDSC PJATK
 
Building AI-Driven Apps Using Semantic Kernel.pptx
Building AI-Driven Apps Using Semantic Kernel.pptxBuilding AI-Driven Apps Using Semantic Kernel.pptx
Building AI-Driven Apps Using Semantic Kernel.pptxUdaiappa Ramachandran
 
Designing A Time bound resource download URL
Designing A Time bound resource download URLDesigning A Time bound resource download URL
Designing A Time bound resource download URLRuncy Oommen
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdfPedro Manuel
 

Recently uploaded (20)

AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity Webinar
 
9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team
 
201610817 - edge part1
201610817 - edge part1201610817 - edge part1
201610817 - edge part1
 
Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024
 
How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
 
Videogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfVideogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdf
 
OpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureOpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability Adventure
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdf
 
Linked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesLinked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond Ontologies
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
 
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and Istio
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptx
 
Building AI-Driven Apps Using Semantic Kernel.pptx
Building AI-Driven Apps Using Semantic Kernel.pptxBuilding AI-Driven Apps Using Semantic Kernel.pptx
Building AI-Driven Apps Using Semantic Kernel.pptx
 
20230104 - machine vision
20230104 - machine vision20230104 - machine vision
20230104 - machine vision
 
Designing A Time bound resource download URL
Designing A Time bound resource download URLDesigning A Time bound resource download URL
Designing A Time bound resource download URL
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdf
 

Enterprise Intelligence