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Introducing ADA: Automated
Data Architecture
Radio & Music Interactive
Jo Kent
Some background
• The British Broadcasting
Corporation (BBC) is the UK's public-
service broadcaster.
• It is the world's oldest national
broadcasting organisation and the
largest broadcaster in the world.
• It produces news articles, television
and radio programmes 24 hours a
day.
• Somehow that content needs to be
findable.
The BBC in 1997
Hand
curated
links
and
index
pages
Sport
Subsections
Sections
Sport ontology
News
Subsections
Sections
3 most recent
related stories
News App
Music
Dynamically
populated
sections
Wikipedia
content
Access to our ontologies and objects
Our
ontologies
define the
domains of
our news,
sport and
music
pages
Our programmes archive offer
• Only brand
specific,
bespoke
archives
• Expensive to
create and
maintain
ADA
What about the rest of our programmes?
No existing
bespoke
hierarchy
will work
for all of
the topics
we cover
But do we really want a hierarchy
anyway?
Just as we no longer
use directories for the
web, we need to look
beyond hierarchies for
programmes
Homophily and user experience
Homophily (i.e., love of the same) – people like things
that represent their worldview.
The more links you present, the greater the trust in your
links.1
1. Ilan Lobel and Evan Sadler. Preferences, Homophily, and Social Learning. In
Operations Research, 2014
So where to find our rich set of links?
ADA• We used Wikipedia category information
ADA• Robust, crowd-verified and well maintained data
ADA
• An average of 7 categories per concept
ADA
• We began working with the In Our Time archive
• It provides a broad and varied range of topics to explore
Basic onward journeys Limited, manually curated categorisation
ADAIn Our Time linked data beta
ADA• Feedback has been positive and constructive
Just a quick look delighted me … I can find all sorts of stuff I never knew existed
The new beta categories database is SUPERB!! Congratulations to the programmer. Truly
wonderful. Many, many thanks. Any chance applying it to other science-type podcasts ?
Really ingenious – like it a lot, suggests connections, stimulates interest
Thanks for arranging the categories of In Our Time. I would absolutely love TV programs to be
this accessible. Not ones chosen by experts or highlights of, but all of whole series arranged so
that one can follow ones own interests.
This is a marvellous development! Google can be rewarding, but your development plugs us
into a more manageable field of knowledge – one that’s nevertheless wide ranging and high
quality. I love the joining-up.
IOT's beta site is simply the single best I've experienced. Now that I have
experienced it, I don't want to use the current site's format.
ADA
• A single subject input automatically generates a wide range of categories
• No need for producers to think about categories/genres
Subject input ADA service processing Categories generated Connections created
dbpedia.org/resource/Ada_Lovelace
ADA
service
dbpedia.org/resource/Category:1815_births
dbpedia.org/resource/Category:1852_deaths
dbpedia.org/resource/Category:19th-century_English_mathematicians
dbpedia.org/resource/Category:19th-century_women_writers
dbpedia.org/resource/Category:Ada_(programming_language)
dbpedia.org/resource/Category:British_computer_scientists
dbpedia.org/resource/Category:British_countesses
dbpedia.org/resource/Category:Byron_family
dbpedia.org/resource/Category:Computer_designers
dbpedia.org/resource/Category:Deaths_from_uterine_cancer
dbpedia.org/resource/Category:English_computer_programmers
dbpedia.org/resource/Category:English_computer_scientists
dbpedia.org/resource/Category:English_people_of_Scottish_descent
dbpedia.org/resource/Category:English_scientists
dbpedia.org/resource/Category:English_women_poets
dbpedia.org/resource/Category:Lord_Byron
dbpedia.org/resource/Category:Programming_language_designers
dbpedia.org/resource/Category:Women_computer_scientists
dbpedia.org/resource/Category:Women_in_engineering
dbpedia.org/resource/Category:Women_in_technology
dbpedia.org/resource/Category:Women_mathematicians
dbpedia.org/resource/Category:Women_of_the_Victorian_era
ADA
Maintaining link quality
ADA
Roll out across programmes
on the BBC website from
September
ADAQuestions?

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Jo Kent | ADA – Opening up the BBC archive with linked data

  • 1. Introducing ADA: Automated Data Architecture Radio & Music Interactive Jo Kent
  • 2. Some background • The British Broadcasting Corporation (BBC) is the UK's public- service broadcaster. • It is the world's oldest national broadcasting organisation and the largest broadcaster in the world. • It produces news articles, television and radio programmes 24 hours a day. • Somehow that content needs to be findable.
  • 3. The BBC in 1997 Hand curated links and index pages
  • 8. Access to our ontologies and objects Our ontologies define the domains of our news, sport and music pages
  • 9. Our programmes archive offer • Only brand specific, bespoke archives • Expensive to create and maintain
  • 10. ADA What about the rest of our programmes? No existing bespoke hierarchy will work for all of the topics we cover
  • 11. But do we really want a hierarchy anyway? Just as we no longer use directories for the web, we need to look beyond hierarchies for programmes
  • 12. Homophily and user experience Homophily (i.e., love of the same) – people like things that represent their worldview. The more links you present, the greater the trust in your links.1 1. Ilan Lobel and Evan Sadler. Preferences, Homophily, and Social Learning. In Operations Research, 2014
  • 13. So where to find our rich set of links?
  • 14. ADA• We used Wikipedia category information
  • 15. ADA• Robust, crowd-verified and well maintained data
  • 16. ADA • An average of 7 categories per concept
  • 17. ADA • We began working with the In Our Time archive • It provides a broad and varied range of topics to explore Basic onward journeys Limited, manually curated categorisation
  • 18. ADAIn Our Time linked data beta
  • 19. ADA• Feedback has been positive and constructive Just a quick look delighted me … I can find all sorts of stuff I never knew existed The new beta categories database is SUPERB!! Congratulations to the programmer. Truly wonderful. Many, many thanks. Any chance applying it to other science-type podcasts ? Really ingenious – like it a lot, suggests connections, stimulates interest Thanks for arranging the categories of In Our Time. I would absolutely love TV programs to be this accessible. Not ones chosen by experts or highlights of, but all of whole series arranged so that one can follow ones own interests. This is a marvellous development! Google can be rewarding, but your development plugs us into a more manageable field of knowledge – one that’s nevertheless wide ranging and high quality. I love the joining-up. IOT's beta site is simply the single best I've experienced. Now that I have experienced it, I don't want to use the current site's format.
  • 20. ADA • A single subject input automatically generates a wide range of categories • No need for producers to think about categories/genres Subject input ADA service processing Categories generated Connections created dbpedia.org/resource/Ada_Lovelace ADA service dbpedia.org/resource/Category:1815_births dbpedia.org/resource/Category:1852_deaths dbpedia.org/resource/Category:19th-century_English_mathematicians dbpedia.org/resource/Category:19th-century_women_writers dbpedia.org/resource/Category:Ada_(programming_language) dbpedia.org/resource/Category:British_computer_scientists dbpedia.org/resource/Category:British_countesses dbpedia.org/resource/Category:Byron_family dbpedia.org/resource/Category:Computer_designers dbpedia.org/resource/Category:Deaths_from_uterine_cancer dbpedia.org/resource/Category:English_computer_programmers dbpedia.org/resource/Category:English_computer_scientists dbpedia.org/resource/Category:English_people_of_Scottish_descent dbpedia.org/resource/Category:English_scientists dbpedia.org/resource/Category:English_women_poets dbpedia.org/resource/Category:Lord_Byron dbpedia.org/resource/Category:Programming_language_designers dbpedia.org/resource/Category:Women_computer_scientists dbpedia.org/resource/Category:Women_in_engineering dbpedia.org/resource/Category:Women_in_technology dbpedia.org/resource/Category:Women_mathematicians dbpedia.org/resource/Category:Women_of_the_Victorian_era
  • 22. ADA Roll out across programmes on the BBC website from September

Notas del editor

  1. largest broadcaster in the world by number of employees, with over 20,000 staff in total. Just in the UK - 9 TV Channels, 56 radio stations (10 national radio stations, 6 country-wide radio stations and 40 local radio stations, plus world service.)
  2. Launched in 1997, the website was hand coded, and all the links manually checked. It’s now updated by means of content management and automated content publishing systems. We publish programme schedules automatically through playout systems, so every programme has a page, they are not always easy to find.
  3. The news app allow people to follow a single subject.
  4. Our music pages are also dynamically populated, content from Wikipedia and Musicbrainz populates the page, while any content we create that is tagged with the artist name will be added to the page.
  5. Published openly, free to use. Although, news, sport and music are now being published dynamically, there’s still no automation for the rest of the programmes Slide 3. The difference with programmes Structure Sport is already structured (teams, leagues,etc) Parliament/constituencies likewise News had editorial structure in the first place, Business > Companies, Economy, etc Some programmes have a hierarchy, but inconsistent, K&M , IOT, DID comparison. Relevance: date of publishing much less relevant with study topics.
  6. • “We decided to see if we could user the user-created content of Wikipedia to create automated navigation…” • Wikipedia holds rich – and despite its reputation, accurate! – info on almost every subject • NEXT SLIDE ZOOMS IN ON CATEGORIES
  7. • “The principle is quite simple, each programme is about a subject and that subject already has categories attached in Wikipedia…” • Since the categories are entered by people according to what they think is important, they are as editorially valuable as crowdsourcing, without the effort and inconsistency of doing this ourselves over a large dataset.
  8. • “Using the Wikipedia tags we were able to construct queries to extract all of the category data and check how many categories matched across different programmes...” • “The whole process only takes a couple of minutes per programme and gives and average of 7 categories per programme…” • “540 matching categories were found in total…” • Some intriguing links and connections can be found – Connections that sometimes aren’t immediately obvious but are extremely insightful
  9. • “Starting with the In Our Time archive because it has a broad range of subjects…” • In Our Time is perfectly suited to experiments around categories– Such a broad range of topics • The existing archive is manually categorised with a small set of very high-level groupings
  10. • Automatically create and maintain these new connections – Programmatically