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Seman&cally	
  Linked	
  Photos	
  for	
  
building	
  Visual	
  Web	
  
	
  
	
  
Ramesh	
  Jain	
  
Dept.	
  of	
  Computer	
  Science	
  
University	
  of	
  California,	
  Irvine	
  
jain@ics.uci.edu	
  
Experiences
Life =
Events
+
Literal	
  
Visual	
  
Oral	
  
Progress: Knowledge Creation and
Propagation
Oral
Literal	
  
Visual
 
	
  
Vannevar Bush 1945
Memex:As we may think.
Scaling up Knowledge tools for humans
The human mind works
by association.
The process of
tying two items
together is the
important thing.
Berners-­‐Lee:	
  	
  Suppose	
  all	
  the	
  informa0on	
  stored	
  
on	
  computers	
  everywhere	
  were	
  linked.	
  Suppose	
  
I	
  could	
  program	
  my	
  computer	
  to	
  create	
  a	
  space	
  
in	
  which	
  anything	
  could	
  be	
  linked	
  to	
  anything.	
  
Web: Human experiences, knowledge,
and understanding captured using
associative links.
And	
  the	
  World	
  changed	
  forever.	
  
Volume determines
organization.
Time	
  
Number	
  
Increasing volume of
documents brought us
to the World Wide Web
and Google
	
  
•  Top 8 Apps in 2013 were Visual.
•  Selfies are becoming a popular
communication tool.
•  Significantly more time spent on
visual media.
•  Photo Uploads continue
exponential growth.
Source:	
  h*p://digiday.com/pla5orms/5-­‐charts-­‐growth-­‐visual-­‐web/	
  ;	
  
	
  
h*ps://www.metabunk.org/threads/the-­‐growth-­‐of-­‐photography-­‐photos-­‐per-­‐year-­‐and-­‐
the-­‐illusion-­‐of-­‐frequency.2491/	
  
21st Century Made WWW Visual.
Text	
  based	
  
documents	
  are	
  not	
  
NATURAL.	
  
	
  
	
  Language	
  and	
  
Literacy	
  come	
  in	
  
the	
  way.	
  
Disruption: Capturing and sharing is
easier for photos than text.
Imagine if every photo and video
captured were connected to every
other. 	
  
Going	
  beyond	
  Gutenberg	
  Legacy:	
  
Photos	
  and	
  Videos	
  are	
  New	
  Documents.	
  
What is a camera?
Is	
  a	
  Smartphone	
  camera	
  s&ll	
  a	
  
camera?	
  
EXIF	
  data	
  is	
  all	
  metadata	
  related	
  to	
  the	
  Event.	
  
•  Exposure Time
•  Aperture Diameter
•  Flash
•  Metering Mode
•  ISO Ratings
•  Focal Length
•  Time
•  Location
•  Face
	
  
Smartphone	
  camera	
  captures	
  events.	
  
 Events	
  are	
  ‘Connectors’	
  
Events	
  create	
  ‘Context’	
  
Causal	
  	
  
Experiential	
  
Structural	
  
People	
  
Things	
  
Places	
  
Time	
  
Experiences	
  
Events	
  
EMPT: Extractable Mobile Photo Tags
Exif	
  
Content	
  
Analysis	
  
EMPT	
  
	
  
People	
  
Place	
  
Objects	
  
Events	
  
…	
  
EMPT	
  Provides	
  Implicit	
  
Seman&c	
  Links	
  for	
  a	
  Photo.	
  
Next Generation Photos.
Mee&ng	
  at	
  Dagstuhl.	
  
Gardens	
  by	
  the	
  
Marina	
  Bay.	
  
Photo is an Experiential component of a
Moment.
Photos	
  and	
  videos	
  are	
  
experien&al	
  data	
  from	
  
an	
  Event.	
  
People	
  
Place
Events	
  
Objects	
  
Each	
  Photos	
  has	
  different	
  
types	
  of	
  implicit	
  links.	
  
How	
  much	
  is	
  a	
  
Picture	
  worth?	
  
Mee&ng	
  at	
  Dagstuhl.	
  
A	
  SEMANTICALLY	
  LINKED	
  
PICTURE	
  IS	
  	
  
WORTH	
  	
  
A	
  THOUSAND	
  SEMANTICALLY	
  
LINKED	
  PICTURES.	
  
Time	
  
1-­‐	
  dimensional	
  Space	
  
Events	
  Happen	
  
Time	
  
1-­‐	
  dimensional	
  Space	
  
Events	
  Are	
  Connected	
  	
  
Event Base
Event
Presentation/
Navigation
Control
Event Grouping, Linking, Assimilation
Atomic
Event
Entry
EXIF
Features
Tags/
Context
Photo
stream
Segment.Event
Ontology
User
Annot-
ations
Story
Telling
Search
Control
Photos	
  and	
  Events	
  
Time: 9AM on Feb 6, 2015
Location: Anaheim Marriott
EXIF: Indoor Scene; Face
Keynote Talk
at IEEE-ICSC
2015
by Charles Elkan
on
Theory versus
Practice in Data
Science
Annotations
Calendars
Environment
Conditions
Application
Knowledge
Geographic
Landmarks
Camera
Parameters
Event:
Keynote Talk at ICSC,
Speaker: Dr. Charles Elkan
Snapviz Demo: Your Personal Web
www.snapviz.com	
   Android	
  App	
  
iOS	
  
Android.	
  
Krumbs:	
  	
  	
  A*aches	
  
EMPT	
  and	
  creates	
  a	
  
message.	
  
Too	
  Many	
  connec&ons	
  for	
  each	
  
photo	
  –	
  how	
  to	
  select	
  the	
  
‘RIGHT’	
  ones.	
  
•  Ranking	
  Photos	
  
– Quality	
  
– Diversity	
  
– Coverage	
  
– Other	
  Contextual	
  Factors	
  
•  Addressing (URI)
•  Transfer Protocol (HTTP)
•  Authoring and Presentation (HTML)
•  Ranking
•  Contextual Processing
•  Content Analysis
•  Privacy and Security
•  Information Vs Experience
Challenges	
  
Sky	
  is	
  the	
  Limit.	
  
Applica&ons:	
  
Lifestyle	
  
Health	
  
Commerce	
  
Surveillance	
  and	
  Monitoring	
  
Agriculture	
  
Research	
  and	
  development	
  
Construc&on	
  
…	
  
	
  
ICSC2015 KeyNote: Semantic links in visual web

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ICSC2015 KeyNote: Semantic links in visual web

  • 1. Seman&cally  Linked  Photos  for   building  Visual  Web       Ramesh  Jain   Dept.  of  Computer  Science   University  of  California,  Irvine   jain@ics.uci.edu  
  • 3.
  • 4. Literal   Visual   Oral   Progress: Knowledge Creation and Propagation
  • 8.     Vannevar Bush 1945 Memex:As we may think. Scaling up Knowledge tools for humans The human mind works by association. The process of tying two items together is the important thing.
  • 9. Berners-­‐Lee:    Suppose  all  the  informa0on  stored   on  computers  everywhere  were  linked.  Suppose   I  could  program  my  computer  to  create  a  space   in  which  anything  could  be  linked  to  anything.  
  • 10. Web: Human experiences, knowledge, and understanding captured using associative links.
  • 11. And  the  World  changed  forever.  
  • 12. Volume determines organization. Time   Number   Increasing volume of documents brought us to the World Wide Web and Google  
  • 13. •  Top 8 Apps in 2013 were Visual. •  Selfies are becoming a popular communication tool. •  Significantly more time spent on visual media. •  Photo Uploads continue exponential growth. Source:  h*p://digiday.com/pla5orms/5-­‐charts-­‐growth-­‐visual-­‐web/  ;     h*ps://www.metabunk.org/threads/the-­‐growth-­‐of-­‐photography-­‐photos-­‐per-­‐year-­‐and-­‐ the-­‐illusion-­‐of-­‐frequency.2491/   21st Century Made WWW Visual.
  • 14. Text  based   documents  are  not   NATURAL.      Language  and   Literacy  come  in   the  way.  
  • 15. Disruption: Capturing and sharing is easier for photos than text.
  • 16. Imagine if every photo and video captured were connected to every other.  
  • 17. Going  beyond  Gutenberg  Legacy:   Photos  and  Videos  are  New  Documents.  
  • 18. What is a camera?
  • 19. Is  a  Smartphone  camera  s&ll  a   camera?   EXIF  data  is  all  metadata  related  to  the  Event.   •  Exposure Time •  Aperture Diameter •  Flash •  Metering Mode •  ISO Ratings •  Focal Length •  Time •  Location •  Face   Smartphone  camera  captures  events.  
  • 20.  Events  are  ‘Connectors’   Events  create  ‘Context’   Causal     Experiential   Structural   People   Things   Places   Time   Experiences   Events  
  • 21. EMPT: Extractable Mobile Photo Tags Exif   Content   Analysis   EMPT     People   Place   Objects   Events   …  
  • 22. EMPT  Provides  Implicit   Seman&c  Links  for  a  Photo.  
  • 23. Next Generation Photos. Mee&ng  at  Dagstuhl.   Gardens  by  the   Marina  Bay.  
  • 24. Photo is an Experiential component of a Moment. Photos  and  videos  are   experien&al  data  from   an  Event.   People   Place Events   Objects   Each  Photos  has  different   types  of  implicit  links.  
  • 25. How  much  is  a   Picture  worth?   Mee&ng  at  Dagstuhl.   A  SEMANTICALLY  LINKED   PICTURE  IS     WORTH     A  THOUSAND  SEMANTICALLY   LINKED  PICTURES.  
  • 26. Time   1-­‐  dimensional  Space   Events  Happen  
  • 27. Time   1-­‐  dimensional  Space   Events  Are  Connected    
  • 28. Event Base Event Presentation/ Navigation Control Event Grouping, Linking, Assimilation Atomic Event Entry EXIF Features Tags/ Context Photo stream Segment.Event Ontology User Annot- ations Story Telling Search Control Photos  and  Events  
  • 29. Time: 9AM on Feb 6, 2015 Location: Anaheim Marriott EXIF: Indoor Scene; Face Keynote Talk at IEEE-ICSC 2015 by Charles Elkan on Theory versus Practice in Data Science Annotations Calendars Environment Conditions Application Knowledge Geographic Landmarks Camera Parameters Event: Keynote Talk at ICSC, Speaker: Dr. Charles Elkan
  • 30. Snapviz Demo: Your Personal Web www.snapviz.com   Android  App  
  • 31. iOS   Android.   Krumbs:      A*aches   EMPT  and  creates  a   message.  
  • 32. Too  Many  connec&ons  for  each   photo  –  how  to  select  the   ‘RIGHT’  ones.   •  Ranking  Photos   – Quality   – Diversity   – Coverage   – Other  Contextual  Factors  
  • 33. •  Addressing (URI) •  Transfer Protocol (HTTP) •  Authoring and Presentation (HTML) •  Ranking •  Contextual Processing •  Content Analysis •  Privacy and Security •  Information Vs Experience Challenges  
  • 34. Sky  is  the  Limit.   Applica&ons:   Lifestyle   Health   Commerce   Surveillance  and  Monitoring   Agriculture   Research  and  development   Construc&on   …