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Deep-linking into Media Assets at
the Fragment Level: Specification,
Model and Applications
Raphaël Troncy <raphael.troncy@eurecom.fr>
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

-2
Once upon a time …

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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… leading to sharing Media Fragments
 Publishing status message containing
a Media Fragment URI
 Use a ‘#’ !
 Highlight a
video
sequence
 Highlight a
region
to pay
attention to

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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W3C Video on the Web Workshop - 2007

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International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Key topics
 Addressing: having global identifiers for identifying
spatial and temporal clips (for deep linking,
bookmarking, caching and indexing)
 Metadata: searching and discovering video is
difficult with the volume of online video
 Video codec: recommending a baseline (open)
video codec for the World Wide Web
 Content protection: managing digital rights
associated with the media is key: W3C should look
into metadata for digital rights
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Making video a "first class citizen"

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Flickr Notes

http://www.flickr.com/photos/mhausenblas/2883727293/
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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YouTube Temporal Addressing (Sept 2008)

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragments Use Cases
 Bookmark / Share parts (fragments) of
audio/video content
 Annotate media fragments
 Search for media fragments
 Develop Mash-ups/Collage
 Conserve bandwidth

http://www.w3.org/TR/media-frags-reqs/

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International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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What are Media Fragments?

0

20

“Scared Scene”

t

35

temporal media fragment

named media fragment

spatial media fragment

track media fragment

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International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragments Dimensions
 r01: Temporal fragments:
 a clipping along the time dimension from a start to an end time that
are within the duration of the media resource

 r02: Spatial fragments:
 a clipping of an image region, only consider rectangular regions

 r03: Track fragments:
 a track as exposed by a container format of the media resource

 r04: Named fragments:
 A temporal media fragment that has been given a name through
some sort of annotation mechanism

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International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragments (temporal)

Original resource
length

Fragment beginning
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Playback progress
International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

Fragment end
- 13
Media Fragments (spatial)

highlighted
fragment
semi-opaque
overlay

http://ninsuna.elis.ugent.be/MFPlayer/html5
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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URI Scheme
 Using URI query part:
http://www.example.org/video.ogv?t=60,100

 Using URI fragment part:
http://www.example.org/video.ogv#t=60,100

 Mixing both:
http://www.example.org/video.ogv?t=60,100
#t=10,15

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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URI Fragments vs. URI Queries
#t=20,30
?t=20,30
secondary resource,
primary resource,
notion of context
no notion of context
extraction needs to be no adaptation restrictions
expressible in byte ranges
key-value pairs are sent to
no provisions for
the server
communi-cating
fragments to the server
potentially cacheable
not cacheable
 The media fragment URI syntax can be used
for URI queries
 We will focus on URI fragments
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International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragments Resolution
 For the URI query part:
 The media file is only processed on server side
 The UA receives a new video file

 For the URI fragment part:
 Smart UA will strip out the fragment definition and
encode it into custom http headers (Range header)
 (Media) Servers will handle the request, slice the media
content and serve just the fragment (corresponding byte
ranges)
… while old ones will serve the whole resource

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragments Resolution
 2 ways
handshake

 4 ways
handshake

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International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Influence of Media Formats
 Fragment extraction needs to be expressible in
terms of byte ranges
 Requirements for the different axes
 temporal: presence of intra-coded frames
(i.e., random access points)
 spatial: presence of independently coded spatial regions
 track: need to be identifiable by a name

 Conclusion: temporal and track axes are
realistic, spatial fragments can hardly be
expressed in terms of byte ranges
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International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragment Clients
 Web Browsers
 Firefox (since version 9, now version 23)
 Safari (since Jan 2012, announcement)
 Chrome (since Jan 2012, announcement)

 Library (or Polyfill)
 mediafragment.js:
https://github.com/tomayac/Media-Fragments-URI
 xywh.js: https://github.com/tomayac/xywh.js

 Custom Players:
 Ligne de Temps: http://ldt.iri.centrepompidou.fr/ldtplatform/ldt/
 Synote: http://smfplayer.synote.org/smfplayer/
 Noterik, Condat, JSI, etc.

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Media Fragment Servers
 Ninsuna: http://ninsuna.elis.ugent.be/MediaFragmentsServer
 Southampton-Eurecom: node.js based
implementation
 YouTube: partial support, syntax difference
 Dailymotion: partial support, syntax difference

21/10/2013 -

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21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragment Semantic Annotation
Reg1
The "Big Three" at the Yalta
Conference (Wikipedia)

 Media Fragment creation: localize a region (person)
 Media Fragment annotation (tagging) = interpretation
Winston Churchill, UK Prime Minister, Allied Forces, WWII

 Media Fragment semantic annotation
:Reg1 foaf:depicts dbpedia:WinstonChurchill.
dbpedia:Churchill rdfs:label "Winston Churchill";
rdf:type foaf:Person
dbprop:order dbpedia:Prime_Minister_(UK).
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragment Semantic Annotation
A history of G8 violence (video)
(© Reuters)

Seq4
Seq1

 Media Fragment creation:
localize a temporal sequence
 Media Fragment annotation (tagging) = interpretation
G8 Summit, EU Summit, Heiligendamm, 2007, Gothenburg, 2001

 Media Fragment semantic annotation
:Seq1 foaf:depicts dbpedia:33rd_G8_Summit.
:Seq4 foaf:depicts dbpedia:EU_Summit.
dbpedia:33rd_G8_Summit
rdfs:label "33rd G8 summit"@en ;
grs:point "54.143055555555556 11.841666666666667".
21/10/2013 -

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Media Fragment Semantic Annotation
 Things, not strings!
http://googleblog.blogspot.fr/2012/05/introducing-knowledgegraph-things-not.html

 Use knowledge bases (LOD)
 Use common
vocabularies (LOV)
 Follow the 4
Linked Data principles
 Refine the 4 Linked Media principles

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Open Annotation Data Model
 Specification developed in the W3C Open Annotation
Community Group
http://www.openannotation.org/spec/core/
 Core model
 OWL vocabulary for representing
and sharing annotation of digital
resources (and their fragment) … in RDF
 A body is related to a target
 Nature of the annotation changes
according to intention (motivation)

 How to annotate
this image?

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Semantic Annotation of an Image

http://www.w3.org/community/openannotation/wiki/
SE_Semantically_Tagging_an_Image
21/10/2013 -

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Maphub: http://maphub.github.io/

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Open Video: Annotation Project

http://openvideoannotation.org/
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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YouTube Annotations

 Annotations are clickable text overlays on YouTube videos
 Annotations are used to boost engagement, give more
information, and aid in navigation
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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YouTube Annotations: How To

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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LinkedTV: automatic annotations ...

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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... and enrichment for hypervideos

CONCEPT IN
PLAYER
Cubism

Expressionism

Fauvism

FACETS / PROPERTIES OF CONCEPT
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

CONTENT ENRICHMENT
- 33
Media Fragments and Annotations

http://data.linkedtv.eu/medi
a/e2899e7f#t=840,900

nerd:Location
Casablanca

nerd:Location
Cafe Rick

nerd:Person
H. Bogart

nerd:Person
I. Bergman

 Media Fragment URI 1.0





21/10/2013 -

Chapters
Scenes
Shots
etc…

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Enrichment and Hypervideos

nerd:Location
Casablanca

nerd:Location
Cafe Rick

nerd:Person
H. Bogart

Nerd:Person
E. Tierney

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

nerd:Person
I. Bergman
nerd:Location
China

- 35
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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NER Tools and Web APIs
 Standalone software
 GATE
 Stanford CoreNLP
 Temis

http://nerd.eurecom.fr/

 Web APIs

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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NERD: Named Entity Recognition and
Disambiguation
 Compare performances of
NER and NEL tools
 Understand strengths and weaknesses of different Web APIs
 Adapt NER processing to different context

 (Learn how to) Combine NER (/ NEL) tools

What is NERD?
ontology1

REST API2
UI3
1

2

21/10/2013 -

http://nerd.eurecom.fr/ontology
http://nerd.eurecom.fr/api/application.wadl
3 http://nerd.eurecom.fr
International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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NERD User Interface

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragment + Open Annotation + NERD
Locator

MediaResource

Annotation

MediaFragment

Entity
Type

URL (hyperlink)

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Media Fragment Enricher:
http://mfe.synote.org/mfe/

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Linking pieces of knowledge

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Linking pieces of knowledge

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Towards a Linked Media Layer
 Enriching media with media from a closed collection
(e.g. BBC archive)
 The MediaEval scenario (~ 1697 hours of archived BBC video)
http://www.multimediaeval.org/mediaeval2013/hyper2013/

 Enriching media with content from the open web
 LinkedTV scenarios: white listed web sites for each program
 Media Collector for Social Media
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

- 44
Media Collector

 Composition of media item extractors (12 SNs)
 Rely on search APIs (+ a fix 30s timeout window to provide results)
 Fallback on screen scraping when necessary (Twitter ecosystem)

 Implemented as a NodeJS server
 Serialize results in a common schema (JSON)
21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

- 45
Deep link
Permalink

Clean text for NLP
processing
Aggregate view of ALL
social interactions

12 Social Networks
Media Collector + White List web sites
Q:http://ir.lmcloud.vse.cz:8080/irapi/mediaserver?q=img_title:*Merkel*

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Seed video enriched with web content
rbbaktuell_20120809

nerd:Location
Brandenburg
oa
Enrichments are Annotations too

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

- 49
http://linkedtv.project.cwi.nl/news/

20.10.2013

WP2 - Linking hypervideos to Web content
TV + Kinect + Web experience

http://www.youtube.com/watch?v=4mSC685AG7k

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Take Away Summary
 Video is a first class citizen on the Web
 Annotations: Ontology and API for Media Resources,
Open Annotation Data Model
 Access: Media Fragments URI
 NERD platform for extracting key information from textual
resources including video subtitles and microposts

 Embrace the Linked Media vision
 Publish, re-use, re-purpose and remix media descriptions
 Develop links between (part of) media items via their
descriptions

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Winter School:
http://winterschool.mediamixer.eu/

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Credits
 Giuseppe Rizzo, Vuk Milicic, José Luis Redondo Garcia (EURECOM)
 Thomas Steiner (Google Inc.), Yunjia Li (University of Southampton)
 Marieke van Erp (Free University of Amsterdam)
 Erik Mannens, Davy ven Deursen (iMinds, Uni. Ghent)
 Paolo Ciccarese, Robert Sanderson, Herbert Van de Sompel and all
the members of the W3C Open Annotation Community Group
 … and many other students

21/10/2013 -

International Workshop on Semantic Music and Media (SMAM) @ISWC 2013

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Deep-linking into Media Assets at the Fragment Level SMAM 2013

  • 1. Deep-linking into Media Assets at the Fragment Level: Specification, Model and Applications Raphaël Troncy <raphael.troncy@eurecom.fr>
  • 2. 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 -2
  • 3. Once upon a time … 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 -3
  • 4. … leading to sharing Media Fragments  Publishing status message containing a Media Fragment URI  Use a ‘#’ !  Highlight a video sequence  Highlight a region to pay attention to 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 -4
  • 5. W3C Video on the Web Workshop - 2007 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 -5
  • 6. Key topics  Addressing: having global identifiers for identifying spatial and temporal clips (for deep linking, bookmarking, caching and indexing)  Metadata: searching and discovering video is difficult with the volume of online video  Video codec: recommending a baseline (open) video codec for the World Wide Web  Content protection: managing digital rights associated with the media is key: W3C should look into metadata for digital rights 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 -6
  • 7. Making video a "first class citizen" 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 -7
  • 9. YouTube Temporal Addressing (Sept 2008) 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 -9
  • 10. Media Fragments Use Cases  Bookmark / Share parts (fragments) of audio/video content  Annotate media fragments  Search for media fragments  Develop Mash-ups/Collage  Conserve bandwidth http://www.w3.org/TR/media-frags-reqs/ 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 10
  • 11. What are Media Fragments? 0 20 “Scared Scene” t 35 temporal media fragment named media fragment spatial media fragment track media fragment 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 11
  • 12. Media Fragments Dimensions  r01: Temporal fragments:  a clipping along the time dimension from a start to an end time that are within the duration of the media resource  r02: Spatial fragments:  a clipping of an image region, only consider rectangular regions  r03: Track fragments:  a track as exposed by a container format of the media resource  r04: Named fragments:  A temporal media fragment that has been given a name through some sort of annotation mechanism 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 12
  • 13. Media Fragments (temporal) Original resource length Fragment beginning 21/10/2013 - Playback progress International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 Fragment end - 13
  • 15. URI Scheme  Using URI query part: http://www.example.org/video.ogv?t=60,100  Using URI fragment part: http://www.example.org/video.ogv#t=60,100  Mixing both: http://www.example.org/video.ogv?t=60,100 #t=10,15 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 15
  • 16. URI Fragments vs. URI Queries #t=20,30 ?t=20,30 secondary resource, primary resource, notion of context no notion of context extraction needs to be no adaptation restrictions expressible in byte ranges key-value pairs are sent to no provisions for the server communi-cating fragments to the server potentially cacheable not cacheable  The media fragment URI syntax can be used for URI queries  We will focus on URI fragments 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 16
  • 17. Media Fragments Resolution  For the URI query part:  The media file is only processed on server side  The UA receives a new video file  For the URI fragment part:  Smart UA will strip out the fragment definition and encode it into custom http headers (Range header)  (Media) Servers will handle the request, slice the media content and serve just the fragment (corresponding byte ranges) … while old ones will serve the whole resource 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 17
  • 18. Media Fragments Resolution  2 ways handshake  4 ways handshake 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 18
  • 19. Influence of Media Formats  Fragment extraction needs to be expressible in terms of byte ranges  Requirements for the different axes  temporal: presence of intra-coded frames (i.e., random access points)  spatial: presence of independently coded spatial regions  track: need to be identifiable by a name  Conclusion: temporal and track axes are realistic, spatial fragments can hardly be expressed in terms of byte ranges 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 19
  • 20. Media Fragment Clients  Web Browsers  Firefox (since version 9, now version 23)  Safari (since Jan 2012, announcement)  Chrome (since Jan 2012, announcement)  Library (or Polyfill)  mediafragment.js: https://github.com/tomayac/Media-Fragments-URI  xywh.js: https://github.com/tomayac/xywh.js  Custom Players:  Ligne de Temps: http://ldt.iri.centrepompidou.fr/ldtplatform/ldt/  Synote: http://smfplayer.synote.org/smfplayer/  Noterik, Condat, JSI, etc. 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 20
  • 21. Media Fragment Servers  Ninsuna: http://ninsuna.elis.ugent.be/MediaFragmentsServer  Southampton-Eurecom: node.js based implementation  YouTube: partial support, syntax difference  Dailymotion: partial support, syntax difference 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 21
  • 22. 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 22
  • 23. Media Fragment Semantic Annotation Reg1 The "Big Three" at the Yalta Conference (Wikipedia)  Media Fragment creation: localize a region (person)  Media Fragment annotation (tagging) = interpretation Winston Churchill, UK Prime Minister, Allied Forces, WWII  Media Fragment semantic annotation :Reg1 foaf:depicts dbpedia:WinstonChurchill. dbpedia:Churchill rdfs:label "Winston Churchill"; rdf:type foaf:Person dbprop:order dbpedia:Prime_Minister_(UK). 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 23
  • 24. Media Fragment Semantic Annotation A history of G8 violence (video) (© Reuters) Seq4 Seq1  Media Fragment creation: localize a temporal sequence  Media Fragment annotation (tagging) = interpretation G8 Summit, EU Summit, Heiligendamm, 2007, Gothenburg, 2001  Media Fragment semantic annotation :Seq1 foaf:depicts dbpedia:33rd_G8_Summit. :Seq4 foaf:depicts dbpedia:EU_Summit. dbpedia:33rd_G8_Summit rdfs:label "33rd G8 summit"@en ; grs:point "54.143055555555556 11.841666666666667". 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 24
  • 25. Media Fragment Semantic Annotation  Things, not strings! http://googleblog.blogspot.fr/2012/05/introducing-knowledgegraph-things-not.html  Use knowledge bases (LOD)  Use common vocabularies (LOV)  Follow the 4 Linked Data principles  Refine the 4 Linked Media principles 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 25
  • 26. Open Annotation Data Model  Specification developed in the W3C Open Annotation Community Group http://www.openannotation.org/spec/core/  Core model  OWL vocabulary for representing and sharing annotation of digital resources (and their fragment) … in RDF  A body is related to a target  Nature of the annotation changes according to intention (motivation)  How to annotate this image? 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 26
  • 27. Semantic Annotation of an Image http://www.w3.org/community/openannotation/wiki/ SE_Semantically_Tagging_an_Image 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 27
  • 28. Maphub: http://maphub.github.io/ 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 28
  • 29. Open Video: Annotation Project http://openvideoannotation.org/ 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 29
  • 30. YouTube Annotations  Annotations are clickable text overlays on YouTube videos  Annotations are used to boost engagement, give more information, and aid in navigation 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 30
  • 31. YouTube Annotations: How To 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 31
  • 32. LinkedTV: automatic annotations ... 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 32
  • 33. ... and enrichment for hypervideos CONCEPT IN PLAYER Cubism Expressionism Fauvism FACETS / PROPERTIES OF CONCEPT 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 CONTENT ENRICHMENT - 33
  • 34. Media Fragments and Annotations http://data.linkedtv.eu/medi a/e2899e7f#t=840,900 nerd:Location Casablanca nerd:Location Cafe Rick nerd:Person H. Bogart nerd:Person I. Bergman  Media Fragment URI 1.0     21/10/2013 - Chapters Scenes Shots etc… International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 34
  • 35. Enrichment and Hypervideos nerd:Location Casablanca nerd:Location Cafe Rick nerd:Person H. Bogart Nerd:Person E. Tierney 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 nerd:Person I. Bergman nerd:Location China - 35
  • 36. 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 36
  • 37. NER Tools and Web APIs  Standalone software  GATE  Stanford CoreNLP  Temis http://nerd.eurecom.fr/  Web APIs 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 37
  • 38. NERD: Named Entity Recognition and Disambiguation  Compare performances of NER and NEL tools  Understand strengths and weaknesses of different Web APIs  Adapt NER processing to different context  (Learn how to) Combine NER (/ NEL) tools What is NERD? ontology1 REST API2 UI3 1 2 21/10/2013 - http://nerd.eurecom.fr/ontology http://nerd.eurecom.fr/api/application.wadl 3 http://nerd.eurecom.fr International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 38
  • 39. NERD User Interface 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 39
  • 40. Media Fragment + Open Annotation + NERD Locator MediaResource Annotation MediaFragment Entity Type URL (hyperlink) 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 40
  • 41. Media Fragment Enricher: http://mfe.synote.org/mfe/ 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 41
  • 42. Linking pieces of knowledge 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 42
  • 43. Linking pieces of knowledge 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 43
  • 44. Towards a Linked Media Layer  Enriching media with media from a closed collection (e.g. BBC archive)  The MediaEval scenario (~ 1697 hours of archived BBC video) http://www.multimediaeval.org/mediaeval2013/hyper2013/  Enriching media with content from the open web  LinkedTV scenarios: white listed web sites for each program  Media Collector for Social Media 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 44
  • 45. Media Collector  Composition of media item extractors (12 SNs)  Rely on search APIs (+ a fix 30s timeout window to provide results)  Fallback on screen scraping when necessary (Twitter ecosystem)  Implemented as a NodeJS server  Serialize results in a common schema (JSON) 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 45
  • 46. Deep link Permalink Clean text for NLP processing Aggregate view of ALL social interactions 12 Social Networks
  • 47. Media Collector + White List web sites Q:http://ir.lmcloud.vse.cz:8080/irapi/mediaserver?q=img_title:*Merkel* 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 47
  • 48. Seed video enriched with web content rbbaktuell_20120809 nerd:Location Brandenburg oa
  • 49. Enrichments are Annotations too 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 49
  • 51. TV + Kinect + Web experience http://www.youtube.com/watch?v=4mSC685AG7k 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 51
  • 52. Take Away Summary  Video is a first class citizen on the Web  Annotations: Ontology and API for Media Resources, Open Annotation Data Model  Access: Media Fragments URI  NERD platform for extracting key information from textual resources including video subtitles and microposts  Embrace the Linked Media vision  Publish, re-use, re-purpose and remix media descriptions  Develop links between (part of) media items via their descriptions 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 52
  • 53. Winter School: http://winterschool.mediamixer.eu/ 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 53
  • 54. Credits  Giuseppe Rizzo, Vuk Milicic, José Luis Redondo Garcia (EURECOM)  Thomas Steiner (Google Inc.), Yunjia Li (University of Southampton)  Marieke van Erp (Free University of Amsterdam)  Erik Mannens, Davy ven Deursen (iMinds, Uni. Ghent)  Paolo Ciccarese, Robert Sanderson, Herbert Van de Sompel and all the members of the W3C Open Annotation Community Group  … and many other students 21/10/2013 - International Workshop on Semantic Music and Media (SMAM) @ISWC 2013 - 54