SlideShare une entreprise Scribd logo
THE MEDIA FACTORY OF THE FUTURE
“THE METADATA GOALS
OF THE FUTURE”
GEIR BØRDALEN
2015-09-12
PRESENTATION BY EIRIK SOLHEIM AND GEIR BØRDALEN
PICTURES BY NRK, TROND RAMBERG AND GEIR BØRDALEN
(COPYRIGHT NRK – EBU/IBC ALLOWED NON-COMMERCIAL USE)
CONTRIBUTIONS BY: TROND RAMBERG, TORMOD VÆRVÅGEN, CHRISTIAN JOHANSEN, MARIUS
ARNESEN, THOMAS HELLUM AND THE SUMMER BOAT TEAM
OVERVIEW
• SHORT NRK INFO
• FROM BROADCASTING TO PUBLISHING HOUSE
• THE PRESSURE POINTS
• THE METADATA GOALS
• THE ORIGO PROJECT
• THE FUTURE CHALLENGE IS ALREADY HERE –
USE CASES
Video
NRK
• NRK – NORWEGIAN NATIONAL BROADCASTER
• 3500- EMPLOYEES (DOWN 300 LAST 2 YEARS)
• TV (3), RADIO (16), REGIONAL BROADCASTING
(15), NET LIVE, NET ON-DEMAND, MOBILE,
TELETEXT, SOME AND MORE
• NEWS, SPORTS, DRAMA, CHILDREN’S,
CULTURE, DOCUMENTARIES
• LICENSE FUNDED – 96% OF TOTAL BUDGET
Traditional broadcasting:
Lots of content but a narrow
window to reach the audience
Internet based publishing:
Lots of content and an unlimited
window to reach the audience
Publishing
Broadcasting
Delivery problem
Discovery problem
WEB FIRST
The pressure points
EFFICIENCYEFFICIENCY
”Kill the double work”
The pressure points
METADATA GOALS
Metadata as “ “
– not primary problem
“Double work” is something of the past
All metadata work – is kept in-stock
– structured and standardized for future use
Machine learning will enrich our data!
• speech recognition
• face recognition
• authority register matching in background
Steven Spielberg
Waveform pattern
Persons
(Authority register)
Improved workflows
- flows from better structure
in “the metadata factory”
«A new foundation for NRKs stories»
An idea
An architecture
A vision
New MAM
”Potion” middleware
New Radio archive
The Metadata bank
Authority registres
EBU CCDM 1.1
EBU tech 3293 (EBUcore) (GluOn ext)
Graph based
Common NRK architecture
Docker PaaS
BPMN / Archimate / TOGAF framework
USE CASE 1 –
METADATA FROM THE DRONES
142 stillbilder
142 stills
Photo Scan Pro
Internet graphics
Spesial EFX
Use cases
TV-graphics Production
planning
Cam 1
Cam 3
Cam 2
Cam 3
Use case 2 – the summer boat
Live radio
from the boat
every morning
Live TV from 8 cameras
during sailing from port
to port
Evening TV show
with summary of the day journey
Evening entertainment show
from the boat/pier at 42 ports in Norway
15 minute drama series
produced every day ON BOARD
Viewers
6 - 700 000 on the evening entertainment shows
3 - 500 000 on the highlights from the live broadcasts
50 - 100 000 on the live broadcasts during the day
Approx 4 million people have seen some of the coverage
(Norwegian total population: 5,1 mill...)
Lots of challenges
Lots of challenges
Some of them regarding metadata…
Hundreds of hours
of memorable
footage
Scenery
Landmarks
Boats
More boats...
Animals
People
People
More ”people”..
Very expensive to index
all of it manually
Very expensive to index
all of it manually
But we have…
GPS-tracks with
location information
and time code
Superimposed
information
The challenge
Our current systems does NOT
support all this information
This is how much is kept for the future...
Some metadata, indexing points, stills
Texting for hearing impaired
Currently most of the information is in the heads
of the people that worked on the project…
VISIONS FOR THE FUTURE MEDIA FACTORY
SUMMARY
• METADATAAS “PRIMARY ASSET” – NOT
PRIMARY PROBLEM
• ALL METADATA WORK IS KEPT IN-STOCK -
STRUCTURED AND STANDARDIZED FOR
FUTURE USE
• MACHINE LEARNING WILL ENRICH OUR DATA
• IMPROVED WORKFLOWS - FLOWS FROM
BETTER STRUCTURE IN “THE METADATA
FACTORY”
Geir Børdalen
Head of investments – senior project manager (Origo)
Norwegian Broadcasting Corp (NRK)
Oslo, Norway NRK web
Email: geir.bordalen@nrk.no
Twitter: @Bordalen
LinkedIn: http://www.linkedin.com/in/geirbordalen

Contenu connexe

Dernier

Structuring Teams and Portfolios for Success
Structuring Teams and Portfolios for SuccessStructuring Teams and Portfolios for Success
Structuring Teams and Portfolios for Success
UXDXConf
 

Dernier (20)

Agentic RAG What it is its types applications and implementation.pdf
Agentic RAG What it is its types applications and implementation.pdfAgentic RAG What it is its types applications and implementation.pdf
Agentic RAG What it is its types applications and implementation.pdf
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
Motion for AI: Creating Empathy in Technology
Motion for AI: Creating Empathy in TechnologyMotion for AI: Creating Empathy in Technology
Motion for AI: Creating Empathy in Technology
 
Optimizing NoSQL Performance Through Observability
Optimizing NoSQL Performance Through ObservabilityOptimizing NoSQL Performance Through Observability
Optimizing NoSQL Performance Through Observability
 
Structuring Teams and Portfolios for Success
Structuring Teams and Portfolios for SuccessStructuring Teams and Portfolios for Success
Structuring Teams and Portfolios for Success
 
AI revolution and Salesforce, Jiří Karpíšek
AI revolution and Salesforce, Jiří KarpíšekAI revolution and Salesforce, Jiří Karpíšek
AI revolution and Salesforce, Jiří Karpíšek
 
Powerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara LaskowskaPowerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara Laskowska
 
Connector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonConnector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a button
 
The architecture of Generative AI for enterprises.pdf
The architecture of Generative AI for enterprises.pdfThe architecture of Generative AI for enterprises.pdf
The architecture of Generative AI for enterprises.pdf
 
Demystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyDemystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John Staveley
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutes
 
What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024
 
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
 
10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka Doktorová10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka Doktorová
 
ECS 2024 Teams Premium - Pretty Secure
ECS 2024   Teams Premium - Pretty SecureECS 2024   Teams Premium - Pretty Secure
ECS 2024 Teams Premium - Pretty Secure
 
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
 
UiPath Test Automation using UiPath Test Suite series, part 1
UiPath Test Automation using UiPath Test Suite series, part 1UiPath Test Automation using UiPath Test Suite series, part 1
UiPath Test Automation using UiPath Test Suite series, part 1
 
PLAI - Acceleration Program for Generative A.I. Startups
PLAI - Acceleration Program for Generative A.I. StartupsPLAI - Acceleration Program for Generative A.I. Startups
PLAI - Acceleration Program for Generative A.I. Startups
 
Integrating Telephony Systems with Salesforce: Insights and Considerations, B...
Integrating Telephony Systems with Salesforce: Insights and Considerations, B...Integrating Telephony Systems with Salesforce: Insights and Considerations, B...
Integrating Telephony Systems with Salesforce: Insights and Considerations, B...
 
Server-Driven User Interface (SDUI) at Priceline
Server-Driven User Interface (SDUI) at PricelineServer-Driven User Interface (SDUI) at Priceline
Server-Driven User Interface (SDUI) at Priceline
 

En vedette

How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
ThinkNow
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
Kurio // The Social Media Age(ncy)
 

En vedette (20)

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 

The metadata goals of the future