Big Data at the Associated Press

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How the Associated Press leverages its digital news archive of over 200 million photo, video, audio and text items, in combination with a rich news taxonomy, to provide insight, drive enrichment and deliver products and services. Presented at the DAM NY 2013 conference

Technology

www.ap.org @smyles
Big Data at
The Associated Press
Products
Insight Enrichment
DAM NY * 3rd May 2013 * Stuart Myles
Big Data

www.ap.org @smyles
AP’s Digital Archive
Over 200 million items, from 1985 to present
Text, Photo, Audio, Video, Graphics, Interactives
AP’s Taxonomy
4,200+ subjects
2,100+ places
1,300+ organizations
48,000+ public companies
Represented as XML in MarkLogic

www.ap.org @smyles
Analytics
Insight
Context
Such as...
Elections publishing volume
Duplicate detection
Rights statements

www.ap.org @smyles
Enrichment
Improve search
Drive products
Tag archive content using AP’s
Metadata Services
Iteratively find and fix data
quality problems

www.ap.org @smyles
Products and Services

www.ap.org @smyles
Identify your unique data
Be wary of data quality
Combine, link and enrichBig Data Approach

www.ap.org @smyles
AP Metadata Services http://developer.ap.org/page/AP_Metadata_Services
AP Content API http://developer.ap.org/capi
IPTC RightsML http://rightsml.org
IPTC rNews http://dev.iptc.org/rNews
Photos
http://www.apimages.com/metadata/Index/2013-MTV-Movie-Awards-
Show/459e3d0eca0546899cf78d492b6ef347/24/0
http://www.apimages.com/metadata/Index/APTOPIX-North-Korea-Military/16a115ca1b9e48d49da32a2abfc67d8f/1/0
http://www.apimages.com/metadata/Index/APTOPIX-Switzerland-Soccer-Europa-
League/178317da828b491eabf2c3bbd94f4b20/18/0
http://www.apimages.com/metadata/Index/APTOPIX-Spain-Financial-
Crisis/be09f5521ddf440b8017d4e92554c942/36/0
http://www.apimages.com/metadata/Index/SHANGHAI-MOVIE-CHOW-YUNFAT-YOLANDA-YUAN-
QUAN/163f0d0339b949d986611e83c7063757/33/0
http://www.apimages.com/metadata/Index/APTOPIX-Astros-Athletics-
Baseball/3b1325d873b142c49a266c3e0470b886/116/0
http://www.apimages.com/metadata/Index/AP-TOPIX-Royal-Tour-Canada/a36342097efa46fe9e912f96acb1360e/45/0
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Big Data at the Associated Press

1. www.ap.org @smyles Big Data at The Associated Press Products Insight Enrichment DAM NY * 3rd May 2013 * Stuart Myles Big Data

2. www.ap.org @smyles

3. www.ap.org @smyles AP’s Digital Archive Over 200 million items, from 1985 to present Text, Photo, Audio, Video, Graphics, Interactives AP’s Taxonomy 4,200+ subjects 2,100+ places 1,300+ organizations 48,000+ public companies Represented as XML in MarkLogic

4. www.ap.org @smyles Analytics Insight Context Such as... Elections publishing volume Duplicate detection Rights statements

5. www.ap.org @smyles Enrichment Improve search Drive products Tag archive content using AP’s Metadata Services Iteratively find and fix data quality problems

6. www.ap.org @smyles Products and Services

7. www.ap.org @smyles Identify your unique data Be wary of data quality Combine, link and enrichBig Data Approach

8. www.ap.org @smyles Thank you!

9. www.ap.org @smyles Big Data at The Associated Press Products Insight Enrichment DAM NY * 3rd May 2013 * Stuart Myles Big Data

10. www.ap.org @smyles AP Metadata Services http://developer.ap.org/page/AP_Metadata_Services AP Content API http://developer.ap.org/capi IPTC RightsML http://rightsml.org IPTC rNews http://dev.iptc.org/rNews Photos http://www.apimages.com/metadata/Index/2013-MTV-Movie-Awards- Show/459e3d0eca0546899cf78d492b6ef347/24/0 http://www.apimages.com/metadata/Index/APTOPIX-North-Korea-Military/16a115ca1b9e48d49da32a2abfc67d8f/1/0 http://www.apimages.com/metadata/Index/APTOPIX-Switzerland-Soccer-Europa- League/178317da828b491eabf2c3bbd94f4b20/18/0 http://www.apimages.com/metadata/Index/APTOPIX-Spain-Financial- Crisis/be09f5521ddf440b8017d4e92554c942/36/0 http://www.apimages.com/metadata/Index/SHANGHAI-MOVIE-CHOW-YUNFAT-YOLANDA-YUAN- QUAN/163f0d0339b949d986611e83c7063757/33/0 http://www.apimages.com/metadata/Index/APTOPIX-Astros-Athletics- Baseball/3b1325d873b142c49a266c3e0470b886/116/0 http://www.apimages.com/metadata/Index/AP-TOPIX-Royal-Tour-Canada/a36342097efa46fe9e912f96acb1360e/45/0 Links

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