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Archiving news on the Web
through RSS flows
A new tool for studying international events
M. Severo (Université Lille 3/GIS-CIST)
L. Beauguitte (CNRS/UMR IDEES)
H. Pecout (CNRS/GIS-CIST)
Studies on media news
• News values
(Galtung and Ruge, 1965; Koopmaas and Vliegenthart, 2011)
• Definition of media events (Dayan and Katz, 1992)
• Agenda setting (McCombs and Shaw, 1972)
• Event detection from social movements to
natural events
(Herkenrath and Knoll, 2011; Koopmaas and Vliegenthart, 2011)
Which data?
• Commercial databases : DowJones Factiva,
LexisNexis, Europresse…
• Issues :
– Costs
– The extraction of data is very limited
– These databases are usually not very accurate and
transparent
RSS feeds
Our hypothesis is that newspapers’ RSS feeds can
be an alternative source of information for media
studies
Advantages of RSS feeds
• freely accessible
• homogenous structure
• In real-time
Limits of RSS
• Copyright status is not clear
• Are RSS dying ?
Geomedia project
• ANR CORPUS (2013-2016)
• Partners: GIS-CIST, Density Design Lab
(Politecnico de Milan), INED, Laboratoire
d’informatique de Grenoble, Laboratoire GERiiCO
(Lille 3), UMR Géographie-Cités, UMR IDEES,
UMS Riate
• http://geomedia.hypotheses.org
• A database storing RSS feeds associated with
articles published in newspapers in different parts
of the World
 300 RSS feeds
 8 langues
8
- English= 165 rss (55%)
- Spanish = 52 rss (17%)
- French= 41 rss (14%)
- Portuguese = 17 rss ( 6%)
- German = 14 rss (5%)
- Italian = 7 rss (2%)
- Polish = 2 flux
- Catalan = 1 flux
• Distribution by langue and by type :
RSS feeds by langue
Unique General Une Breaking news International National
One RSS feed is offered
by the newspaper
"Home" "Top Head Lines" "Ultimas Noticias" "International" "National"
"Home page" "Portada" "Dernières News" "Internacional" Nom du pays
"All News" "Top stories" "Latest News" "Monde"
"Todas las noticias" "Une" "Hot News" "Mundo"
"Titulares" "News"
"Actu" "Fil info"
"Actualidad"
Categorisation according to the name used on the website:
 300 RSS feeds
 6 « types »
- International = 114 flux (38%)
- (A la) Une = 56 flux (19%)
- Général = 45 flux (15%)
- Breaking News = 40 flux (13%)
- Unique = 30 (10%)
- National =14 flux (4,7%)
RSS feeds by type
 300 RSS feeds
 6 continents
 59 countries
Feeds by region
Europe = 82
Amérique Latine = 52
Amérique du Nord = 31
Afrique Subsaharienne = 29
Asie du Sud-Est = 28
Océanie = 17
Moyen Orient = 16
Asie du Sud =15
Afrique du Nord = 10
Asie du Nord-Est = 7
Caraïbes = 6
Asie centrale = 6
Feeds by country
 Total stored items : 6,185,200 (mai 2015)
 Average of items per hour: 980
 Daily Average of items: 23500
Stored items by langue
Objects of analysis
• Flows among countries:
– hierarchy of places
– Co-occurrences among places
• International events:
– can we distinguish between inter-national,
regional and global events?
– time persistence et geographical diffusion of
media events
Processing chain
Issues related to tagging
•Countries: with a low margin of errors,
identifying country’s names was possible. Our
objective is to get a margin of error below of 5%.
•Events: lexical spectrum of a event needs to be
as reduced as possible to be identified in our
corpus (i.e. Ebola, Snowden, Charlie-Hebdo)
Research directions (1):
time persistence et diffusion of given events
Wukan protest – Severo et al., 2012
https://jitsociology.wordpress.com/2012/12/
02/the-wukans-protests-just-in-time-
identification-of-international-media-events-
revised/
Research directions (2) :
hierarchy of places
Top 38 European Cities based on a sample of
international RSS flows
Research directions (3):
co-occurrences of places
2 months of RSS items regarding international news (Jan. - Feb. 2014)
2 French newspapers - 2 Australian newspapers
2 reference newspapers & 2 popular newspapers
The Australian : 1160 items
The Daily Telegraph : 1103 items
Le Figaro : 608 items
Le Parisien : 643 items
4 newspapers : 6 to 7 states =
50% of all states occurrences
Beauguitte et al, 2014
http://fr.slideshare.net/Laur
entBeauguitte/do-
international-news-reflect-
world-hierarchy-a-network-
approach
Further research
• Technical issues:
(1) limited coverage of the feeds (not the entire
news content)
(2) heterogeneity of the feeds
(3) tagging
• Our database will be made available to
researchers that will be able to test their own
hypotheses.
Policy of use of the data
• http://www.gis-cist.fr/en/
http://www.gis-cist.fr
Thank you

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Archiving news on the Web through RSS flows. A new tool for studying international events (with L. Beauguitte and H. Pecout).

  • 1. Archiving news on the Web through RSS flows A new tool for studying international events M. Severo (Université Lille 3/GIS-CIST) L. Beauguitte (CNRS/UMR IDEES) H. Pecout (CNRS/GIS-CIST)
  • 2. Studies on media news • News values (Galtung and Ruge, 1965; Koopmaas and Vliegenthart, 2011) • Definition of media events (Dayan and Katz, 1992) • Agenda setting (McCombs and Shaw, 1972) • Event detection from social movements to natural events (Herkenrath and Knoll, 2011; Koopmaas and Vliegenthart, 2011)
  • 3. Which data? • Commercial databases : DowJones Factiva, LexisNexis, Europresse… • Issues : – Costs – The extraction of data is very limited – These databases are usually not very accurate and transparent
  • 4. RSS feeds Our hypothesis is that newspapers’ RSS feeds can be an alternative source of information for media studies
  • 5. Advantages of RSS feeds • freely accessible • homogenous structure • In real-time
  • 6. Limits of RSS • Copyright status is not clear • Are RSS dying ?
  • 7. Geomedia project • ANR CORPUS (2013-2016) • Partners: GIS-CIST, Density Design Lab (Politecnico de Milan), INED, Laboratoire d’informatique de Grenoble, Laboratoire GERiiCO (Lille 3), UMR Géographie-Cités, UMR IDEES, UMS Riate • http://geomedia.hypotheses.org • A database storing RSS feeds associated with articles published in newspapers in different parts of the World
  • 8.  300 RSS feeds  8 langues 8 - English= 165 rss (55%) - Spanish = 52 rss (17%) - French= 41 rss (14%) - Portuguese = 17 rss ( 6%) - German = 14 rss (5%) - Italian = 7 rss (2%) - Polish = 2 flux - Catalan = 1 flux • Distribution by langue and by type : RSS feeds by langue
  • 9. Unique General Une Breaking news International National One RSS feed is offered by the newspaper "Home" "Top Head Lines" "Ultimas Noticias" "International" "National" "Home page" "Portada" "Dernières News" "Internacional" Nom du pays "All News" "Top stories" "Latest News" "Monde" "Todas las noticias" "Une" "Hot News" "Mundo" "Titulares" "News" "Actu" "Fil info" "Actualidad" Categorisation according to the name used on the website:
  • 10.  300 RSS feeds  6 « types » - International = 114 flux (38%) - (A la) Une = 56 flux (19%) - Général = 45 flux (15%) - Breaking News = 40 flux (13%) - Unique = 30 (10%) - National =14 flux (4,7%) RSS feeds by type
  • 11.  300 RSS feeds  6 continents  59 countries Feeds by region Europe = 82 Amérique Latine = 52 Amérique du Nord = 31 Afrique Subsaharienne = 29 Asie du Sud-Est = 28 Océanie = 17 Moyen Orient = 16 Asie du Sud =15 Afrique du Nord = 10 Asie du Nord-Est = 7 Caraïbes = 6 Asie centrale = 6 Feeds by country
  • 12.  Total stored items : 6,185,200 (mai 2015)  Average of items per hour: 980  Daily Average of items: 23500 Stored items by langue
  • 13. Objects of analysis • Flows among countries: – hierarchy of places – Co-occurrences among places • International events: – can we distinguish between inter-national, regional and global events? – time persistence et geographical diffusion of media events
  • 15. Issues related to tagging •Countries: with a low margin of errors, identifying country’s names was possible. Our objective is to get a margin of error below of 5%. •Events: lexical spectrum of a event needs to be as reduced as possible to be identified in our corpus (i.e. Ebola, Snowden, Charlie-Hebdo)
  • 16. Research directions (1): time persistence et diffusion of given events Wukan protest – Severo et al., 2012 https://jitsociology.wordpress.com/2012/12/ 02/the-wukans-protests-just-in-time- identification-of-international-media-events- revised/
  • 17. Research directions (2) : hierarchy of places Top 38 European Cities based on a sample of international RSS flows
  • 18. Research directions (3): co-occurrences of places 2 months of RSS items regarding international news (Jan. - Feb. 2014) 2 French newspapers - 2 Australian newspapers 2 reference newspapers & 2 popular newspapers The Australian : 1160 items The Daily Telegraph : 1103 items Le Figaro : 608 items Le Parisien : 643 items 4 newspapers : 6 to 7 states = 50% of all states occurrences
  • 19. Beauguitte et al, 2014 http://fr.slideshare.net/Laur entBeauguitte/do- international-news-reflect- world-hierarchy-a-network- approach
  • 20.
  • 21. Further research • Technical issues: (1) limited coverage of the feeds (not the entire news content) (2) heterogeneity of the feeds (3) tagging • Our database will be made available to researchers that will be able to test their own hypotheses.
  • 22. Policy of use of the data • http://www.gis-cist.fr/en/

Notes de l'éditeur

  1. Issue related to data storage Technological issues Data issues (jat lag) Changes of sources (broken links etc) Selection of newspapers Selection of Flows (international, homepage, breaking news…)
  2. The first direction tries to model news flows from a thematic and a spatial perspective: when and how a given event spread across newspapers on an international scale? Is it possible to identify patterns and trends of diffusion? Which are the barriers (cultural, linguistic, political) to these diffusion processes?
  3. 4 newspapers : 6 to 7 states = 50% of all states occurrences
  4. Examining states co-occurrences was, to our full knowledge, barely examined in previous studies. However, our first tests (Beauguitte and Severo, 2014) seem to indicate that several teachings regarding world structure could be brought by such investigation. For instance, if main powers are often quoted alone in international news (an American event often becomes a world event), least developed countries are never quoted alone, except in case of major crisis.
  5. International news is rstly a product targeting a national audience Hierarchy diers according to nationality rather than type of newspapers Really dierent type of information (much more faits divers in the Daily Telegraph) but same places & same concentration on few states