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Digital
Assessing the Quality
of Web Archives
Michael L. Nelson
Scott G. Ainsworth, Justin F. Brunelle,
Mat Kelly, Hany SalahEldeen,
Michele C. Weigle
Old Dominion University
Web Science & Digital Libraries Research Group
ws-dl.cs.odu.edu
@WebSciDL
Digital
The State of Web Archiving
"Hooray! It's in the archive!"
vs.
"How well was it archived?"
current:
future:
Digitalhttp://web.archive.org/web/20140717152222/http://vk.com/strelkov_info
http://www.csmonitor.com/World/Europe/2014/0717/Web-evidence-points-to-pro-Russia-rebels-in-downing-of-MH17-video
Digitalhttp://web.archive.org/web/20140717152222/http://vk.com/strelkov_info
http://www.csmonitor.com/World/Europe/2014/0717/Web-evidence-points-to-pro-Russia-rebels-in-downing-of-MH17-video
Digital
Three Ways We're
Assessing Quality
• Weighting the "importance" of missing
embedded resources
– "damage" measure for comparing archived
pages
• Detecting "temporal violations"
– some rendered pages never existed
• Defining an archival tool benchmark
– "Archive Acid Test"
Digital
Not All Mementos Are Created Equal:
Measuring The Impact Of Missing Resources
JCDL 2014
http://www.cs.odu.edu/~mln/pubs/jcdl-2014/jcdl-2014-brunelle-damage.pdf
Digital
M = 0.17
D = 0.09
(live web)
M = 0.24
D = 0.41
(missing main)
M = 0.29
D = 0.36
(missing logo + navigation)
Synthetic Damage:
Removing Images From xkcd.com
damage (D) differs from % missing (M)!
Digital
Was missing
resource
important?
<img>and
<embed>
can leave hints
about size and
centrality.
For CSS, we
look at the
distribution of
background
color in page
divided into
vertical thirds.
Digital
Weights from Turker Assessment of Damage
first: establish that Turkers
can determine damaged vs.
undamaged pages (81% of the time)
second: find weights that match
Turker's rankings of (real) differently
damaged versions of the same page
Digital
Good News:
Although M is steady/increasing, D is decreasing
Digital
A Framework for Evaluation of
Composite Memento Temporal Coherence
(in preparation)
http://arxiv.org/abs/1402.0928
Digital
As Presented by IA
http://web.archive.org/web/20041209190926/http://www.wunderground.org/cgi-bin/findWeather/getForecast?query=50593 (now 404, but that's a different story…)
Digital
Not Everything Is
200412091900926
+ 9 months
http://web.archive.org/web/20041209190926/http://www.wunderground.org/cgi-bin/findWeather/getForecast?query=50593 (now 404, but that's a different story…)
Digital
html jpegjpegjpeg
Consider:
<html>
<img src="foo.jpeg">
</html>
change change change change
Digital
html jpegjpegjpeg
Correct Archival Rendering
change change change change
Digital
html jpegjpegjpeg
But Archives Miss Updates…
change missed
change
change change
Digital
html jpegjpegjpeg
You Can Choose the Closest
change missed
change
change change
(closest is the current policy of most archives)
Digital
html jpegjpegjpeg
You Can Choose the Past
change missed
change
change change
Digital
html jpegjpegjpeg
Or You Can "Bracket" the HTML
change missed
change
change change
(when possible, brackets can be made via HTTP metadata or content comparison)
?
In this case, there is no right answer.
Either choice will result in a temporal violation.
Digital
Completeness vs. Coherence
Description
Closest
Single
Archive
Closest
Multi-
Archive
Bracket
Single
Archive
Bracket
Multi-
Archive
Completeness
Mean complete 76.1% 80.2% 76.2% 80.3%
Mean missing 23.9% 19.8% 23.8% 19.7%
Temporal Coherence
Mean prima facie coherent 41.0% 40.9% 54.7% 54.6%
Mean possibly coherent 27.3% 27.3% 12.8% 14.2%
Mean probably violative 2.5% 5.3% 2.5% 5.3%
Mean prima facie violative 5.3% 5.3% 6.2% 6.2%
At least 5% of pages can be shown to be temporal violations
Digital
The Archival Acid Test:
Evaluating Archive Performance on
Advanced HTML and JavaScript
JCDL 2014
http://ws-dl.blogspot.com/2014/07/2014-07-14-archival-acid-test.html
http://acid.matkelly.com/
Digital
Inspired by the
Acid3 Test for Browsers
http://acid3.acidtests.org/
http://en.wikipedia.org/wiki/Acid3
Digital
The Archival Acid Test
Heritrix WARCreateGNU Wget
Archiving Tools
Archives
Digital
Archival Tools & Sites on Acid3
Digital
Archival Acid Tests
Digital
Archival Tools & Sites on AAT
(mummify.it died
in early 2014)
Digital
Future of Web Archiving:
Increasing Quantitative Analysis
• Measure "damage" instead of completeness
of archived pages
– enables large-scale comparison of archives
• Even if an embedded resource is present, it
doesn't mean it's right
– ~5% of archived pages have temporal violations
• To improve the quality of the archives, we
need to be able to benchmark archival tools
– Archival Acid Test is an easy to use benchmark

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Assessing the Quality of Web Archives

Editor's Notes

  1. A memento a presented by the Internet Archive.
  2. mindist = minimum distance = closest bracket = closest, but choose bracket if available