ArcLink Additional API support for Wayback Machines
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1 ArcLink Additional API support for Wayback Machines Ahmed AlSum PhD Candidate Old Dominion University
2 What is ArcLink? Introduction ArcLink is a complete system to Extract, Preserve, and Access to Temporal Web Graph. What is Temporal Web Graph? Link structure through the time, including inlinks and outlinks. 1 2 TWG
3 Motivations
4 IIPC Use-cases ArcSys displays the linking information (known incoming links within the archive, outgoing links, internal links, etc.).
5 Serving Robots! Alnoamany 1 reported access to IA wayback machine as Robots outnumber Humans o 10:1 in terms of sessions, o 5:4 in terms of raw HTTP accesses o 4:1 in terms of megabytes transferred. Sessions HTTP accesses MB Transferred ALNOAMANY, Y., WEIGLE, M.C. AND NELSON, M.L., Access Patterns for Robots and Humans in Web Archives. In Proceedings of the 13th ACM/IEEE-CS joint conference on Digital Libraries. JCDL 13.
6 Solved Questions What are the titles for through time? Get the TimeMap Do page-scraping for each memento Extract the Title header
7 Solved Questions, but hard Date 02 Dec Olympic Bid Title 05 Apr 2001 Welcome to the Vancouver - Whistler 2010 Bid Corporation Website 18 Jan 2002 Welcome to the Vancouver/Whistler Winter 2010 Bid Corporation Website 31 Mar 2002 Welcome to the Vancouver 2010 Bid Corporation Website 23 Sep 2002 The official site of the Vancouver 2010 Bid Corporation 04 Feb 2006 Vancouver Welcome 30 Apr 2009 Olympics 2010 Vancouver Olympic Games Medals Results Schedule Sports 03 Nov Dec Vancouver Olympic Games Medals Results Schedule Sports : Vancouver 2010 Winter Olympics 2010 Vancouver Olympic Games Medals Results Schedule Sports : Vancouver 2010 Winter Olympics and Paralympics 07 Feb 2010 Vancouver Olympic Games Medals Results Sports : Vancouver 2010 Winter Olympics 05 Mar 2010 Olympic Games Medals, Results, Sports : Vancouver 2010 Winter Olympics 02 Feb 2011 Vancouver 2010 Winter Olympics Olympic Games Photos, Videos, & News - Olympic.org 11 May 2011 vancouver 2010 Winter Olympics Olympic Videos, Photos, News 16 Dec 2011 Jeux olympiques d'hiver de vancouver 2010 vancouver Vidéos, Photos, Media olympique 21 Dec 2012 Vancouver 2010 Winter Olympics Olympic Videos, Photos, News, Medals 08 Jan 2013 Vancouver 2010 Winter Olympics Olympic Video, Medals, News
8 Unsolved Questions What are the anchor-text that pointed to through time?
9 Researchers use Page-scraping Researchers crawled the web archive to build their corpus. For example, o Weber 1 built Internet Archive Crawler (HistoryCrawl) to examine the evolution of content and hyperlink networks between websites. o Brügger 2 discussed the challenges of crawling the web archives as part of his study on Danish parliamenary elections. 1 WEBER, M.S., Newspapers and the Long-Term Implications of Hyperlinking. Journal of Computer-Mediated Communication, 17(2), pp BRÜGGER, N., Historical Network Analysis of the Web. Social Science Computer Review.
10 It s More than WAT files WAT Batch Process on a set of WARCs For internal use No-way to integerate with others WAT files in others locations No incremental update Access on WAT file level using Pig ArcLink Batch process on a set of URIs For public use It could be aggregated with other graphs Support incremental update Access on URI level using Web service
11 Dataset Winter Olympics 2010 collection Size 700GB+ From Nov 2009 To Mar 2010 #URI-R 6.4M #URI-M 23.7M *
12 System Stages Filtering Extraction Preservation - Access
13 System Stages
14 Filtering Using CDX files to filter the URI to select the mementos that will contribute to the Web Graph. For example, o o o Exclude non-200 HTTP status code Exclude Images, style-sheets, videos, etc Exclude duplicate mementos Technique: Using Pig Latin script on CDX files Results: CDX was reduced to 25% of the original size
15 Extraction Technique: Hadoop Step 1: URI-ID generation o o o Canonicalized the URI into SURT format Hash the canonicalized format using SimHash Completely distributed Step 2: Define data sources o o WARC Web archive UI www. example. org/foo example. org/foo www1. example. org/foo org, example)/foo org, example)/foo ABCD11 Input Source Map Reduce Total sec 2 Tasks 5 Tasks Wayback 21,422 4,194 25,616 WARC 13,327 2,770 16,098 (62%) Wayback 13,721 2,257 15,978 WARC 8,304 1,746 10,051 (62%)
16 Storage ArcLink used database to save the web graph Insertion Performance Update Performance
17 Access curl command > curl " XML clause RDF clause URI <?xml version="1.0"?> <rdf:rdf xmlns:rdf=" xmlns:twg=" <rdf:description rdf:about="vancouver2010.com"> To be continued
18 Access Outlinks Outlink To AnchorTxt Timestamp Outlink To AnchorTxt Timestamp <rdf:description rdf:about="vancouver2010.com">.. <twg:hasoutlinks rdf:parsetype="collection"> <rdf:description rdf:about= <twg:type>href</twg:type> <twg:text>news</twg:text> <twg:timestamp> <rdf:bag> <rdf:li> </rdf:li><rdf:li> </rdf:li>... </rdf:bag> </twg:timestamp> </rdf:description> <rdf:description rdf:about=" olympic-cross-country-skiing.com/"> <twg:type>href</twg:type> <twg:text>cross-country Skiing</twg:text> <twg:timestamp> <rdf:bag> <rdf:li> </rdf:li> <rdf:li> </rdf:li>... </rdf:bag> </twg:timestamp> </rdf:description>... </twg:hasoutlinks> To be continued
19 Access Inlinks Inlink From AnchorTxt Timestamp <rdf:description rdf:about="vancouver2010.com">.. <twg:hasinlinks rdf:parsetype="collection"> <rdf:description rdf:about=" <twg:type>href</twg:type> <twg:text>official Vancouver Games site</twg:text> <twg:timestamp> <rdf:bag> <rdf:li> </rdf:li> </rdf:bag> </twg:timestamp> </rdf:description> Inlink From AnchorTxt Timestamp <rdf:description rdf:about=" <twg:type>href</twg:type> <twg:text>vanoc 2010</twg:text> <twg:timestamp> <rdf:bag> <rdf:li> </rdf:li> </rdf:bag> </twg:timestamp> </rdf:description>... </twg:hasinlinks> </rdf:description></rdf:rdf>
20 Cost of Scaling Up Filtering o Time = n Time 88 (sec) = (sec) Reduction m = n 0.3 (mementos) o Reduction = n 0.3 (mementos) Filtering Extraction Extraction o Time = n Storage Time (hrs) = n m o Size = n 10% n 88 m m (hrs) Internet Archive 58.6 hrs 72 * 10 9 mementos 165 days Storage Size = n 10% 500 TB *Numbers based on Wayback Machine published statistics on Jan 2013 of 240B mementos with total size 5PB
21 ArcLink as Wayback Ext. Technical perspective Both of them are URI-lookup Both of them are built as java web applications.
22 ArcLink as Wayback Ext. User perspective Wayback Memento ArcLink
23 Applications Let s solve our Unsolved Questions
24 Time-Indexed Inlinks Information Date Anchor Text 04-Nov-09 vancouver2010.com 11-Nov-09 vancouver2010.com 18-Nov-09 vancouver2010.com 16-Jan-10 Vancouver 2010 Olympic Games 16-Jan-10 Vancouver 2010 Olympic Games 23-Jan-10 vancouver2010.com 23-Jan Vancouver Olympic Games Medals Results Schedule Sports 30-Jan Vancouver Olympic Games Medals Results Schedule Sports 30-Jan-10 vancouver2010.com 30-Jan-10 Vancouver 2010 Olympic Games 13-Feb-10 Vancouver 2010 Olympic Winter Games 15-Feb-10 Vancouver 2010 Olympic Games 18-Feb-10 Official Vancouver Games site 19-Feb-10 vancouver2010.com 20-Feb-10 Official Vancouver Games site 21-Feb-10 VANOC 2010
25 Temporal Page Rank Nov-2009 Dec-2009 Jan vancouver2010.com/code - topsport.com/sportch/liveticker/ 2 vancouver2010.com/en/langpolicy - vancouver2010.com/code 3 vancouver2010.com/forgotpassword - canadacode.vancouver2010.com/ user/register 4 vancouver2010.com/store - canadacode.vancouver2010.com 5 vancouver2010.com/store/index.html - canadacode.vancouver2010.com/explore 6 vancouver2010.com/ - canadacode.vancouver2010.com/ user/login?destination=node/add/image 7 canadacode.vancouver2010.com - canadacode.vancouver2010.com/pulse 8 canadacode.vancouver2010.com/nfb-onf - canadacode.vancouver2010.com/challenge 9 canadacode.vancouver2010.com/contact - i-credible.nl 10 canadacode.vancouver2010.com/resources - vpzschaatsteam.nl Feb-2010 Mar-2010 Collection ( Nov-09 to Mar-10 ) 1 monlibe.liberation.fr monlibe.liberation.fr monlibe.liberation.fr 2 topsport.com/sportch/liveticker/ laprovence.com/la-provence-le-faq-de-lamoderation vancouver2010.com/code 3 lefigaro.fr get.adobe.com/flashplayer lefigaro.fr 4 laprovence.com/la-provence-le-faq-de-lamoderation vancouver2010.teamgb.com /teamgb/teambehind-team-gb/filenotfound.aspx laprovence.com/la-provence-le-faq-dela-moderation 5 lefigaro.fr/sport ledauphine.com lefigaro.fr/sport 6 get.adobe.com/flashplayer lefigaro.fr/economie get.adobe.com/flashplayer 7 lefigaro.fr/meteo lefigaro.fr/sport lefigaro.fr/meteo 8 lefigaro.fr/le-talk lefigaro.fr/actualites-a-la-une lefigaro.fr/le-talk dosb.de/de/vancouver-2010/vancouverticker/detail/printer.html 9 lemonde.fr/cgv topsport.com/sportch/liveticker/ 10 ledauphine.com ffs.fr/index.php vancouver2010.com/en/langpolicy
26 How to get it Open source code on Google-Code o Try it Soon
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