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WebART project
Web Archive RetrievalTools
Jaap Kamps, Richard Rogers, Arjen deVries
Paul Doorenbosch, RenéVoorburg,Victor-JanVos
Anat Ben-David, Hugo Huurdeman,Thaer Sammar
Flickr: LucViatour
eHumanities Group,“NewTrends in eHumanities”, Sept. 19 2013, Meertens Institute
WebART project
Web Archive RetrievalTools
Jaap Kamps, Richard Rogers, Arjen deVries
Paul Doorenbosch, RenéVoorburg,Victor-JanVos
Anat Ben-David, Hugo Huurdeman,Thaer Sammar
Flickr: LucViatour
Data Diggin’ @ KB
eHumanities Group,“NewTrends in eHumanities”, Sept. 19 2013, Meertens Institute
Contents
•The WebART project & KB Web archive
•Data Diggin’ @ KB
•Analysis
•DiggingTowards the Future
2012-2016
Thaer Samar
PhD/programmer
Hugo Huurdeman
PhD researcher
Anat Ben-David
Postdoc
Arjen deVries Jaap Kamps Richard Rogers
Paul Doorenbosch
Hildelies Balk
Victor-JanVos
RenéVoorburg
WebART Goals
•Evaluating current curation and selection
procedures of Web archives
•Getting insights into current use of Web
archives
•Developing new methods and tools for
research using Web archives
What are Web archives for?
Flickr: koninklijkebibliotheek
KB:Web archive since 2007
Statistics:
•4,000+ websites
•17,000+ harvests
•7+TerabyteSelective approach
KB:Web archive since 2007
Statistics:
•4,000+ websites
•17,000+ harvests
•7+TerabyteSelective approach
Original image:A N P
”Wayback Machine” interface
Data Diggin’ @ KB
•DMI Summer School (2012)
• analysis of selection lists KB
•DMI Winter School (2013)
• use of nu.nl daily harvests KB dataset
•Workshop: Sept ‘11 Day (2013)
• use of full Web archive KB dataset
DMI Summer School (2012)Data digging, part 1
Selection lists KBData:
Toolset: Web-based tools
Flickr: Silvertje
DMI Summer School (2012)
• Digital Methods Winter School (Jan. ’13)
• Co-design workshop (“Living Lab”)
• New Media researchers & developers
• first use WebARTist
Data digging, part II
nu.nl daily harvestsData:
Toolset: Full-text search Web-based tools
• Full-text search:WebARTist (pilot - beta 1)
• Initial dataset (corpus)
• 432 crawls, 16 months (13.64 GB)
KB CommonCrawl+
nu.nl
(Dutch news aggregator)
Full-text searchData digging, part II
Full-text search
Full-text search
Full-text search
Full-text search
Word frequency analysis
0
100
200
300
400
500
600
700
800
17/05/2011 25/08/2011 03/12/2011 12/03/2012 20/06/2012 28/09/2012 06/01/2013
Co-Word Analysis
1
abcnews.go.com1
brucespringsteen.net
1
theverge.com
1
sportamerika.nl
1
reuters.com
1
ebird.org
1
googleblog.blogspot.co.uk
1
presscentre.sony.eu
1
project.wnyc.org
1
bbc.com
1
poynter.org
1
abclocal.go.com
1
en.wikipedia.org
1
nhc.noaa.gov
1
nypost.com
2
earthcam.com
2
maps.google.com
3
hp.com
4
google.org
4
edition.cnn.com
Syria
Sandy
7
wired.com
7
allthingsd.com
7
abcnews.go.com
7
thesun.co.uk
7
allesoversterrenkunde.nl
8
volkskrant.nl
9
fd.nl
9
nos.nl
9
mobiel.nuvideo.nl
9
guardian.co.uk
10
bit.ly
10
billboard.biz
10
cbsnews.com
11
usmagazine.com
11
variety.com
12
theverge.com
12
people.com
13
Rutte enVerhagen leggen schuld bij PVV
13
telegraaf.nl
14
washingtonpost.com
18
edition.cnn.com
19
bbc.co.uk
20
youtube.com
20
nytimes.com
21
styletoday.nl
21
bloomberg.com
24
thesistools.com
26
hollywoodreporter.com
30
online.wsj.com
30
deadline.com
33
poll.nupubliek.nl
34
spaarrente.nl
39
gamer.nl
48
reuters.com
52
tmz.com
57
open.spotify.com
78
peil.nl
93
gezondheidsnet.nl
US Election
4
1
blogs.aljazeera.net
1
youtube.com
1
worldpressphoto.org
1
wikileaks.org
1
washingtonpost.com
1
eubusiness.com
1
vesti.bg
1
trouw.nl
1
#NAME
1
en.wikipedia.org
1
l
1
sana.sy
1
hosted.ap.org
1
shariah4belgium.com
1
nrc.nl
1
guardian.co.uk
1
geopolicity.com
1
nctb.nl
1
rt.com
1
kaspersky.com
2
todayszaman.com
2
volkskrant.nl
2
spaarrente.nl
2
reuters.com
2
peil.nl
2
hrw.org
2
uk.reuters.com
2
cbsnews.com
3
telegraph.co.uk
3
maps.google.nl
4
bbc.co.uk
5
edition.cnn.com
5
aljazeera.com
english.alarabiya.net
7
maps.google.com
Outlink Analysis
Geomapping location Wire service
Temporal Image Analyses
Timeline
DMI “9/11 Day” (2013)Data digging, part III
Full KB ArchiveDatasets:
Toolset: Web-based tools
nu.nl “host+1”
Full-text search+ Geo-index
Full-text search+
Full-text search+
Full-text search+
•New Media researchers’ interests:
• “derive periodizations of the Web” (Web history)
• “source hierarchy” (dominant sources in archive)
• “keyword uptake” (terms over time)
• e.g.‘geenstijl language in archive’
• “accidental”/“incidental” archiving
• e.g.‘the guilty pleasures of the Web of innocence’
DMI “9/11 Day” (2013)Data digging, part III
2009 2010 2011 2012
2009 2010 2011 2012
2009 2010 2011 2012
2009 2010 2011 2012
Analysis (1)
• studying the ‘archive’ vs. the ‘archived content’
• researchers’ (un)familiarity with temporal (archive)
search
• “conditioned” to Google-style searching
• high demand for export functions and aggregation
features
Analysis (2)
•“data is still a crucial factor”
• quantity & quality: inherent incompleteness &
inconsistencies
• not always clear what’s in & what’s out
• crawl settings (e.g depth), temporal gaps
• “researchers always want what isn’t there”
Digging towards the future
Full KB ArchiveDatasets:
Toolset: “Toolmaker’s tools”
++
A step further...
•Build customizable systems, or,
toolmakers’ tools
•Provide building blocks
A step further...
use “Hadoop” computing power to build custom dataset, perform high-level analysis, etc.
New tools: examples
•select,“clean”, filter & process dataset
•employ complex queries & search strategies
•search, summarize, aggre-
gate & share
Moving beyond mere “search”
Wayback
Machine
Search
engine
“Research” engine
explicit support for
full research task,
including analysis
and synthesis steps
Summary
•The WebART project
•Data Diggin’ @ KB
•Analysis
•DiggingTowards the Future
Summary
webarchiving.nl
@webart12
WebART project
Web Archive RetrievalTools
Jaap Kamps, Richard Rogers, Arjen deVries
Paul Doorenbosch, RenéVoorburg,Victor-JanVos
Anat Ben-David, Hugo Huurdeman,Thaer Sammar
Flickr: LucViatour
eHumanities Group, NewTrends in eHumanities, Sept. 19 2013, Meertens Institute

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