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DEIM Forum 2013 B10-4 Web Index 223-8522 3-14-1 E-mail: haseshun@db.ics.keio.ac.jp, toyama@ics.keio.ac.jp, URL WIX, Web Web Index(WIX). WIX, WIX.,,. Web Index, Web, Web,, Related Contents Recommendation System of Web Index Shun HASEGAWA and Motomichi TOYAMA Department of Information and Computer Science, Faculty of Science and Technology, Keio University 3-14-1 Hiyoshi, Kohoku, Yokohama, Kanagawa, 223-8522 Japan E-mail: haseshun@db.ics.keio.ac.jp, toyama@ics.keio.ac.jp 1. Web, Web Index(WIX),. URL XML WIX. WIX. WIX, Web, Web URL. Web, Web., Web Web, Web Web Web. WIX, Web, URL., Web, Web Web., WIX,,.., 2. 3 WIX. 4. 5, 6. 2., Web., Web., Web,.,,. WIX WIX. WIX,,.,, WIX., WIX,.

,, WIX. 3. Web Index 3. 1 WIX WIX XML URL, 1., keyword, URL target., WIX, header,, WIX. 1 entry keyword 1 target 1 keyword target., entry, 1 1. WIX [2]., 1 WIX., wikipedia. 1 WIX 3. 2 Bookmark WIX, WIX [1]. 2, 3. WIX. 3. 3 ( ) WIX, FireFox add-on Chrome Extension [1]. 2, 3, 4 Firefox add-on., 3 4.., WIX target URL. 2 Firefox add-on(login ) 3 Firefox add-on(wix ) 4 Firefox add-on( ) 4. WIX Plus 4. 1 WIX, WIX Plus., Firefox add-on, Firefox. WIX,. WIX id wid, WIX id eid, Bookmark WIX id BookmarkedWIX. 3,,.,,.,. WIX Plus,,. 5, AKB48, WIX Plus. 4. 2 WIX Plus,, WIX, Bookmark

5 WIX Plus 2. Firefox 2. 4. 2. 1 WIX 3.1, WIX, 1 WIX., WIX Plus, WIX.. 7 Bookmark 4. 3 WIX Plus, WIX Bookmark 2, 100.,,. WIX Plus. 4. 3. 1 Count Count, WIX WIX Plus,.,,.,,.,. 6 WIX 4. 2. 2 Bookmark [5], Bookmark, web., WIX Bookmark,, WIX Plus Bookmark. 3.2, 1 Bookmark WIX., AKB48 BLOG Bookmark AKB48teamA.wix WIX AKB48teamK.wix WIX. WIX Plus,, Bookmark WIX.,. 8 Count 4. 3. 2 Pair WIX, WIX Plus, [3]., WIX A WIX Plus

, B WIX Plus B A.,, A B. A B P C AB. Pair,., P C AB 5, P C AC 10, P C AD 1, WIX A, WIX Plus C, B, D.,,., Count.,., WIX A WIX Plus B, WIX B WIX Plus A. 10 Jaccard (1) 9 Pair 11 Jaccard (2) 4. 3. 3 Jaccard Jaccard, Jaccard,. Pair, P C AB, P C BA 2., Jaccard. X Y, Jaccard. (1) J(X, Y ) = X Y X Y WIX Plus X Y P C AB ( 10)., A A, B B, A B P C AB, B A P C BA,. (2) (1) = A B A B = P C AB (2) A + B P C AB P C BA 4. 3. 4,, WIX WIX Plus Redirector,.,,,,. [4],.,, 1.,,,. 1, 0.9, 1.,,..,,.

4. 3. 5 Hashmap. Hashmap,.,,,,,., Hashmap. Hashmap, Count 100 300MB, Pair 100 730MB, Jaccard 100 730MB. 5. 12 (?) WIX Plus, WIX Plus 3, WIX Plus, 3,. 5. 1 3 5. 1. 1, 3, 10. 5. 1. 2, WIX Plus 3.? 12,? 13.,.?., WIX Plus., WIX, 1 WIX, Bookmark WIX 2,, WIX.,,,. 13 (?) 5. 2 5. 2. 1, 3 10,,. 3,, WIX Plus.,., WIX Plus Bookmark,,, 2, 1 WIX Plus, 1. 1 10, 11 (, 100, 11 50 ), (, 100, 51 100 ). 5. 2. 2 WIX Plus. 14, 15, 16. WIX Plus, WIX

Plus,.,., WIX Plus 0,., WIX Plus. 14 ( ) 15 ( ) 1 ( ) WIX Plus WIX Plus WIX Plus 5. 3 5. 3. 1, 3 Bookmark WIX. 100 WIX 10,., A 10 WIX B P C AB. P C BA.,. 5. 3. 2 Bookmark WIX 17, 18, 19, 1 Bookmark WIX,., WIX Plus 100, 1 Bookmark WIX,, 100., WIX, WIX, Bookmark WIX. 17 Bookmark WIX (Count) 16 ( ) 5. 2. 3, WIX Plus. 1. WIX Plus.,, WIX Plus.,,, WIX Plus. 18 Bookmark WIX (Pair)

19 6. Bookmark WIX (Jaccard) Xue, O. Chapelle, Gordon Sun, Hongyuan Zha, Global Ranking by Exploiting User Clicks, In Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, pp.35-42, ACM, 2009. [4] Jiahui Liu, Peter Dolan, Elin Rnby Pedersen, Personalized news recommendation based on click behavior, In Proceedings of the 15th international conference on Intelligent user interfaces, pp.31-40, ACM, 2010. [5] KyungSeok Jeong, HyukRo Park, SeokYoung Kim, Improving the Performance of Web Search Using Users Bookmarks, In Proceedings of the 2007 International Symposium on Information Technology Convergence(ISITC), pp.320-324, IEEE, 2007. 6. 1, 2 3, Web Index,., WIX, Bookmar,. 3, WIX Bookmark,.,.,,,. 1. WIX Plus, Bookmark WIX,,. WIX Plus, Web Index., Web Index WIX. WIX Plus 2., WIX Plus Web Index 2. [1],,,. Keio WIX (1)., DEIM2011. 2011. [2],,,. Keio WIX (3)., DEIM2011. 2011. [3] Shihao Ji, Ke Zhou, Ciya Liao, Zhaohui Zheng, Gui-Rong

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