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Big Data, Big Media
THE NEW PARADIGM OF THE MULTIMEDIA CONTENT MANAGEMENT
Semtech top 10 startup of 2013
IBC Award for « Content management » 2013
IBC Award for technology « Who caught my eye looking for blue skies » of IBC 2013
@perfect__memory http://perfect-memory.com
Perfect Memory – The Team
2BIG DATA - BIG MEDIA
Perfect Memory – The eco-system
Registered in 2008, a Ltd with 245 K€ capital
Funded by SOFIMAC Partner a major investor in France
Deploying for Media, Media-Trade, Archivers and Big Companies
Expert in management, indexation, and of monetization of mass volumes of Multi Media
Owning a unique Middleware process transforming raw data into Knowledge
3BIG DATA - BIG MEDIA
The context of Big Data
Big Data is a buzz word that hide different realties :
- Volume issue (data volume, media volume),
- Interoperability that serves the ubiquity of the content (anywhere, anytime, anybody),
- Diversity of sources (MAM, DB, internal, external, structured, unstructured).
Deals with volume, ubiquity and diversity
Le 09/10/2013 BIG DATA - BIG MEDIA 4
The context of Big Data
Volume is an old issue :
- Upstream: Require to solve the administration, the exploitation and the indexing of the content,
- Downstream: provide mapping and representation of the content.
A posteriori, analytics, Data mining
Health, Oil, Retail (see the the diaper & beer case)
Interoperability is a consequence of the raising of the Internet:
- Cooperation, communities, coworking,
- It requires standards (XML Schema, MPEG 4,7,21, MXF, OAIS, RDF.
Deals with volume, ubiquity and diversity
- It requires standards (XML Schema, MPEG 4,7,21, MXF, OAIS, RDF.
A priori, structuration of the content
Media
New movie workflow (production to distribution)
Diversity of sources:
- Structuration, meaning,
- Linked data.
A priori, knowledge processing
Media, industrie, Education
Web 3.0 paradigm (Semantic, LOD, Open Data)
Le 09/10/2013 BIG DATA - BIG MEDIA 5
Facts…
1. Multi media contents are growing massively
2. Media inventories are managed by heterogeneous systems
3. Indexation, if done, is mainly done manually
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Media
2000 2005 ∞∞
Media Asset Management Systems
time
6BIG DATA - BIG MEDIA
Facts…
… generating deep archives issue ….
Main facts
Lost opportunities
… and management issue
Waste of time
7BIG DATA - BIG MEDIA
Media Challenge : New needs
8BIG DATA - BIG MEDIA
Media Challenge : new comers
The Media-brands
9BIG DATA - BIG MEDIA
Summary of functional needs
During our conversations we have identified the needs to:
• Structure the content using opened and documented standards,
• Link, enrich & index the massive volumes of Contents,
• Browse inside the massive volumes of Contents,
• Manage the content all along its life cycle,
• Monetize & Value the content.
• Become autonomous in the administration of the knowledge and its infrastructure
• Being flexible in term of strategy of knowledge management
• Avoid starting from scratch
10BIG DATA - BIG MEDIA
Summary of our solution
The semantic middleware is :
• Natively compliant to the main media standards (EBU Core, FIMS, OAIS,…)
• Providing a media mapping manager (multiple instances of items handling),
• A non intrusive, scalable and flexible platform,
• Self learning, opened to other modules and functionalities,
• Transferable platform
11BIG DATA - BIG MEDIA
Semantic layer cake
From modeling to exploitation
User Interface
USAGE
360° Rendering
PUBLISHING
Inference rules
ENRICHMENT
Semantic Data
PRODUCTION, INGEST
Ontology & knowledge base
MODELING
12BIG DATA - BIG MEDIA
Semantic valorization
Why?
• From DATA to information
• Understand information and build the
knowledgeknowledge
• Provide solutions to value the content.
13BIG DATA - BIG MEDIA
Semantic valorization
Bring semantic to the media
Data Info
Knowledge
2 persons, face to face, smiling and laughing
Semantic
system
Data Info
Knowledge
2 persons, face to face, smiling and laughing
• Samuel L. Jackson (Person)
• Leonardo DiCaprio (Person)
• Thumbnail from “Django unchained”
• Quentin Tarantino behind the camera
14BIG DATA - BIG MEDIA
Enhancement & Enrichment
From flat to rich content
ENTITY « Organisation »
URI: MMC#RTBF#6756593
Name : RTBF
ENTITY « Person »
URI: MMC#RTBF#67554778
Name : Barthe
First name: François
ENTITY « Person »
URI: MMC#RTBF#6753
Name : Zidane
First name: Zinedine
« Works
for »
« Talk
about »
Enrichment3
Enhancement
semantic
2Table « Person »
Id : #67554778
Name : Barthe
First name: François
Employer : RTBF
Description :
> Worked on Zidane’s
bio.
1
ENTITY « Person »
URI: MMC#RTBF#67554778
Name : Barthe
First name : François
Description :
> Worked on Zidane’s bio.
ENTITY « Organisation »
URI: MMC#RTBF#6756593
Name : RTBF
« Work
for »
for »
semantic
Enrichment
semantic
3
Le 09/10/2013 15BIG DATA - BIG MEDIA
Inference
Perfect Memory’s data bases :
• Increasing of amount of information in time,
• Increasing of quality of links in time.
Preserve, enrich and sharing of knowledge.
Capitalisation of knowledge
Semantic
Inference
4
Semantic negentropic DB
News facts
Inference rules
16BIG DATA - BIG MEDIA
Exploiting the knowledgeExploiting the knowledge
From Pr. Bachimont – University of Technology of Compiègne
Le 09/10/2013 17BIG DATA - BIG MEDIA
Linked Open Data
Consolidating the distributed knowledge
RTBF
18BIG DATA - BIG MEDIA
Process management
OSB workers
InterOp-Window
A service on the OSB
1. Manager: Identification of request
2. Manager: Main process instantation
3. Manager: Sub process instantiation
4. Manager :Tasks instantiation
5. Manager: IOW calls
6. Guichets#1 : Execution of tasks and works
7. …
8. Guichets#n : Execution of tasks and works
Treatment
request
8. Guichets#n : Execution of tasks and works
19BIG DATA - BIG MEDIA
Semantic Player
Rendering the semantic links
InterOp-Guichet
Player SémantiqueNetworkNetwork
OSB OSB
OSB OSB
Enhancement, Repurposing & Exploitation of
audiovisual contents.
20BIG DATA - BIG MEDIA
An architecture scalable, distributed
Introducing the Semantic Middleware approach
SEMANTIC
PLAYER
(1) The Heart inludes the
Knowledge base
features, and the OAIS
functionalities
(1)
(2)
YOUR
APPLICATION
(2) The BUS, 100%
compliant to EBUCore,
becomes the backbone
of the middleware
(3) Any Bases ingested,
or functionalities
connected via an
InteOperability Windows
(GIO) becomes a
semantic ressource for
the Middleware
(2)
(3)
21BIG DATA - BIG MEDIA
Flexibility & scalability of the middleware
Control Enrichment
Extraction
Expressivity
Le 09/10/2013 22BIG DATA - BIG MEDIA
RTBF Annotation & search interfaces
Features:
Breakthrough user friendly interface for big data visualization
Graphical browsing in big data content (media and metadata)
23BIG DATA - BIG MEDIA
Radio France Tablet Interface
Connection:
Building the contextualization of the display according to the Role and Skill of
the connected user.
24Big Data - Big Media
The PROFILE : knowledge capitalization
YourYour Data StructureData Structure
YourYour Media LibraryMedia Library Linked Open DataLinked Open Data
YOURYOUR KNOWLEDGEKNOWLEDGE
25BIG DATA - BIG MEDIA
The Middleware features …
• Automatic linking with external related contents,
BeforeBefore
After
•
• Automatic knowledge validation,
• Cross-browsing in broadcasters’ MAMs.
After
Media Processing
26BIG DATA - BIG MEDIA
The semantic middleware approach
Le 09/10/2013 BIG DATA - BIG MEDIA 27
BIG DATA – BIG MEDIA
THE NEW PARADIGM OF THE MULTIMEDIA CONTENT MANAGEMENT
Frédéric Colomina
Business Development
Frederic.colomina@perfect-memory.com
@perfect__memory
Steny Solitude
CEO
Steny.solitude@perfect-memory.com
@perfect__memory
Semtech top 10 startup of 2013
IBC Award for « Content management » 2013
IBC Award for technology « Who caught my eye looking for blue skies » of IBC 2013
@perfect__memory http://perfect-memory.com
Organizadores Sponsor platinum
Sponsor Gold Con el apoyo de Socio tecnológico
Nicolas Moulard, Director de Actuonda
moulard@actuonda.com
Tel : +34 699 248 200
@Radio_20 www.bigmediaconnect.es

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Big Data Big Media the new paradigm of multimedia content management with Perfect Memory at Big Media by Actuonda

  • 1. Big Data, Big Media THE NEW PARADIGM OF THE MULTIMEDIA CONTENT MANAGEMENT Semtech top 10 startup of 2013 IBC Award for « Content management » 2013 IBC Award for technology « Who caught my eye looking for blue skies » of IBC 2013 @perfect__memory http://perfect-memory.com
  • 2. Perfect Memory – The Team 2BIG DATA - BIG MEDIA
  • 3. Perfect Memory – The eco-system Registered in 2008, a Ltd with 245 K€ capital Funded by SOFIMAC Partner a major investor in France Deploying for Media, Media-Trade, Archivers and Big Companies Expert in management, indexation, and of monetization of mass volumes of Multi Media Owning a unique Middleware process transforming raw data into Knowledge 3BIG DATA - BIG MEDIA
  • 4. The context of Big Data Big Data is a buzz word that hide different realties : - Volume issue (data volume, media volume), - Interoperability that serves the ubiquity of the content (anywhere, anytime, anybody), - Diversity of sources (MAM, DB, internal, external, structured, unstructured). Deals with volume, ubiquity and diversity Le 09/10/2013 BIG DATA - BIG MEDIA 4
  • 5. The context of Big Data Volume is an old issue : - Upstream: Require to solve the administration, the exploitation and the indexing of the content, - Downstream: provide mapping and representation of the content. A posteriori, analytics, Data mining Health, Oil, Retail (see the the diaper & beer case) Interoperability is a consequence of the raising of the Internet: - Cooperation, communities, coworking, - It requires standards (XML Schema, MPEG 4,7,21, MXF, OAIS, RDF. Deals with volume, ubiquity and diversity - It requires standards (XML Schema, MPEG 4,7,21, MXF, OAIS, RDF. A priori, structuration of the content Media New movie workflow (production to distribution) Diversity of sources: - Structuration, meaning, - Linked data. A priori, knowledge processing Media, industrie, Education Web 3.0 paradigm (Semantic, LOD, Open Data) Le 09/10/2013 BIG DATA - BIG MEDIA 5
  • 6. Facts… 1. Multi media contents are growing massively 2. Media inventories are managed by heterogeneous systems 3. Indexation, if done, is mainly done manually - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Media 2000 2005 ∞∞ Media Asset Management Systems time 6BIG DATA - BIG MEDIA
  • 7. Facts… … generating deep archives issue …. Main facts Lost opportunities … and management issue Waste of time 7BIG DATA - BIG MEDIA
  • 8. Media Challenge : New needs 8BIG DATA - BIG MEDIA
  • 9. Media Challenge : new comers The Media-brands 9BIG DATA - BIG MEDIA
  • 10. Summary of functional needs During our conversations we have identified the needs to: • Structure the content using opened and documented standards, • Link, enrich & index the massive volumes of Contents, • Browse inside the massive volumes of Contents, • Manage the content all along its life cycle, • Monetize & Value the content. • Become autonomous in the administration of the knowledge and its infrastructure • Being flexible in term of strategy of knowledge management • Avoid starting from scratch 10BIG DATA - BIG MEDIA
  • 11. Summary of our solution The semantic middleware is : • Natively compliant to the main media standards (EBU Core, FIMS, OAIS,…) • Providing a media mapping manager (multiple instances of items handling), • A non intrusive, scalable and flexible platform, • Self learning, opened to other modules and functionalities, • Transferable platform 11BIG DATA - BIG MEDIA
  • 12. Semantic layer cake From modeling to exploitation User Interface USAGE 360° Rendering PUBLISHING Inference rules ENRICHMENT Semantic Data PRODUCTION, INGEST Ontology & knowledge base MODELING 12BIG DATA - BIG MEDIA
  • 13. Semantic valorization Why? • From DATA to information • Understand information and build the knowledgeknowledge • Provide solutions to value the content. 13BIG DATA - BIG MEDIA
  • 14. Semantic valorization Bring semantic to the media Data Info Knowledge 2 persons, face to face, smiling and laughing Semantic system Data Info Knowledge 2 persons, face to face, smiling and laughing • Samuel L. Jackson (Person) • Leonardo DiCaprio (Person) • Thumbnail from “Django unchained” • Quentin Tarantino behind the camera 14BIG DATA - BIG MEDIA
  • 15. Enhancement & Enrichment From flat to rich content ENTITY « Organisation » URI: MMC#RTBF#6756593 Name : RTBF ENTITY « Person » URI: MMC#RTBF#67554778 Name : Barthe First name: François ENTITY « Person » URI: MMC#RTBF#6753 Name : Zidane First name: Zinedine « Works for » « Talk about » Enrichment3 Enhancement semantic 2Table « Person » Id : #67554778 Name : Barthe First name: François Employer : RTBF Description : > Worked on Zidane’s bio. 1 ENTITY « Person » URI: MMC#RTBF#67554778 Name : Barthe First name : François Description : > Worked on Zidane’s bio. ENTITY « Organisation » URI: MMC#RTBF#6756593 Name : RTBF « Work for » for » semantic Enrichment semantic 3 Le 09/10/2013 15BIG DATA - BIG MEDIA
  • 16. Inference Perfect Memory’s data bases : • Increasing of amount of information in time, • Increasing of quality of links in time. Preserve, enrich and sharing of knowledge. Capitalisation of knowledge Semantic Inference 4 Semantic negentropic DB News facts Inference rules 16BIG DATA - BIG MEDIA
  • 17. Exploiting the knowledgeExploiting the knowledge From Pr. Bachimont – University of Technology of Compiègne Le 09/10/2013 17BIG DATA - BIG MEDIA
  • 18. Linked Open Data Consolidating the distributed knowledge RTBF 18BIG DATA - BIG MEDIA
  • 19. Process management OSB workers InterOp-Window A service on the OSB 1. Manager: Identification of request 2. Manager: Main process instantation 3. Manager: Sub process instantiation 4. Manager :Tasks instantiation 5. Manager: IOW calls 6. Guichets#1 : Execution of tasks and works 7. … 8. Guichets#n : Execution of tasks and works Treatment request 8. Guichets#n : Execution of tasks and works 19BIG DATA - BIG MEDIA
  • 20. Semantic Player Rendering the semantic links InterOp-Guichet Player SémantiqueNetworkNetwork OSB OSB OSB OSB Enhancement, Repurposing & Exploitation of audiovisual contents. 20BIG DATA - BIG MEDIA
  • 21. An architecture scalable, distributed Introducing the Semantic Middleware approach SEMANTIC PLAYER (1) The Heart inludes the Knowledge base features, and the OAIS functionalities (1) (2) YOUR APPLICATION (2) The BUS, 100% compliant to EBUCore, becomes the backbone of the middleware (3) Any Bases ingested, or functionalities connected via an InteOperability Windows (GIO) becomes a semantic ressource for the Middleware (2) (3) 21BIG DATA - BIG MEDIA
  • 22. Flexibility & scalability of the middleware Control Enrichment Extraction Expressivity Le 09/10/2013 22BIG DATA - BIG MEDIA
  • 23. RTBF Annotation & search interfaces Features: Breakthrough user friendly interface for big data visualization Graphical browsing in big data content (media and metadata) 23BIG DATA - BIG MEDIA
  • 24. Radio France Tablet Interface Connection: Building the contextualization of the display according to the Role and Skill of the connected user. 24Big Data - Big Media
  • 25. The PROFILE : knowledge capitalization YourYour Data StructureData Structure YourYour Media LibraryMedia Library Linked Open DataLinked Open Data YOURYOUR KNOWLEDGEKNOWLEDGE 25BIG DATA - BIG MEDIA
  • 26. The Middleware features … • Automatic linking with external related contents, BeforeBefore After • • Automatic knowledge validation, • Cross-browsing in broadcasters’ MAMs. After Media Processing 26BIG DATA - BIG MEDIA
  • 27. The semantic middleware approach Le 09/10/2013 BIG DATA - BIG MEDIA 27
  • 28. BIG DATA – BIG MEDIA THE NEW PARADIGM OF THE MULTIMEDIA CONTENT MANAGEMENT Frédéric Colomina Business Development Frederic.colomina@perfect-memory.com @perfect__memory Steny Solitude CEO Steny.solitude@perfect-memory.com @perfect__memory Semtech top 10 startup of 2013 IBC Award for « Content management » 2013 IBC Award for technology « Who caught my eye looking for blue skies » of IBC 2013 @perfect__memory http://perfect-memory.com
  • 29. Organizadores Sponsor platinum Sponsor Gold Con el apoyo de Socio tecnológico Nicolas Moulard, Director de Actuonda moulard@actuonda.com Tel : +34 699 248 200 @Radio_20 www.bigmediaconnect.es