{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,14]],"date-time":"2026-09-14T18:14:07Z","timestamp":1789409647693,"version":"build-2803163510"},"publisher-location":"New York, NY, USA","reference-count":37,"publisher":"ACM","license":[{"start":{"date-parts":[[2014,4,7]],"date-time":"2014-04-07T00:00:00Z","timestamp":1396828800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Spanish Centre for the Development of Industrial Technology under the CENIT program","award":["CEN-20101037"],"award-info":[{"award-number":["CEN-20101037"]}]},{"name":"Belgian Fonds pour la Recherche dans l'Industrie et l'Agriculture (FRIA)"},{"name":"\"Social Media\", and by projects with the \"Region Wallonne\" and the \"Region Bruxelloise INOVIRIS\""},{"DOI":"10.13039\/501100004963","name":"Seventh Framework Programme","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004963","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2014,4,7]]},"DOI":"10.1145\/2566486.2567986","type":"proceedings-article","created":{"date-parts":[[2014,10,7]],"date-time":"2014-10-07T12:57:59Z","timestamp":1412686679000},"page":"213-224","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":15,"title":["Random walks based modularity"],"prefix":"10.1145","author":[{"given":"Robin","family":"Devooght","sequence":"first","affiliation":[{"name":"Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amin","family":"Mantrach","sequence":"additional","affiliation":[{"name":"Yahoo labs, Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ilkka","family":"Kivim\u00e4ki","sequence":"additional","affiliation":[{"name":"Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hugues","family":"Bersini","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alejandro","family":"Jaimes","sequence":"additional","affiliation":[{"name":"Yahoo labs, Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marco","family":"Saerens","sequence":"additional","affiliation":[{"name":"Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2014,4,7]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1088\/1751-8113\/41\/22\/224001"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/10\/5\/053039"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.5555\/2124408"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2008\/10\/P10008"},{"key":"e_1_3_2_1_5_1","volume-title":"Finding community structure in very large networks. Physical review E, 70(6):066111","author":"Clauset A.","year":"2004","unstructured":"A. Clauset , M. E. Newman , and C. Moore . Finding community structure in very large networks. Physical review E, 70(6):066111 , 2004 . A. Clauset, M. E. Newman, and C. Moore. Finding community structure in very large networks. Physical review E, 70(6):066111, 2004."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1851476.1851593"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2009.11.002"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0605965104"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2012.03.001"},{"key":"e_1_3_2_1_10_1","unstructured":"K. Francoisse I. Kivimaki A. Mantrach F. Rossi and M. Saerens. A bag-of-paths framework for network data analysis. Submitted for publication; available on ArXiv as ArXiv:1302.6766 pages 1--36 2013.  K. Francoisse I. Kivimaki A. Mantrach F. Rossi and M. Saerens. A bag-of-paths framework for network data analysis. Submitted for publication; available on ArXiv as ArXiv:1302.6766 pages 1--36 2013."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.5555\/1883692.1883694"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRev.106.620"},{"key":"e_1_3_2_1_13_1","volume-title":"Learning semantic similarity. Advances in neural information processing systems, 15:657--664","author":"Kandola J.","year":"2002","unstructured":"J. Kandola , J. Shawe-Taylor , and N. Cristianini . Learning semantic similarity. Advances in neural information processing systems, 15:657--664 , 2002 . J. Kandola, J. Shawe-Taylor, and N. Cristianini. Learning semantic similarity. Advances in neural information processing systems, 15:657--664, 2002."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.84.066122"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.78.046110"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","DOI":"10.1137\/1.9780898719628","volume-title":"ARPACK users' guide: solution of large-scale eigenvalue problems with implicitly restarted Arnoldi methods","author":"Lehoucq R. B.","year":"1998","unstructured":"R. B. Lehoucq , D. C. Sorensen , and C. Yang . ARPACK users' guide: solution of large-scale eigenvalue problems with implicitly restarted Arnoldi methods , volume 6 . Siam , 1998 . R. B. Lehoucq, D. C. Sorensen, and C. Yang. ARPACK users' guide: solution of large-scale eigenvalue problems with implicitly restarted Arnoldi methods, volume 6. Siam, 1998."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772755"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1830252.1830263"},{"key":"e_1_3_2_1_19_1","volume-title":"On a test of whether one of two random variables is stochastically larger than the other. The annals of mathematical statistics, 18(1):50--60","author":"Mann H. B.","year":"1947","unstructured":"H. B. Mann and D. R. Whitney . On a test of whether one of two random variables is stochastically larger than the other. The annals of mathematical statistics, 18(1):50--60 , 1947 . H. B. Mann and D. R. Whitney. On a test of whether one of two random variables is stochastically larger than the other. The annals of mathematical statistics, 18(1):50--60, 1947."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/1394399"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.78"},{"key":"e_1_3_2_1_22_1","volume-title":"OUP Oxford","author":"Newman M.","year":"2009","unstructured":"M. Newman . Networks : an introduction . OUP Oxford , 2009 . M. Newman. Networks: an introduction. OUP Oxford, 2009."},{"key":"e_1_3_2_1_23_1","volume-title":"Finding community structure in networks using the eigenvectors of matrices. Physical review E, 74(3):036104","author":"Newman M. E.","year":"2006","unstructured":"M. E. Newman . Finding community structure in networks using the eigenvectors of matrices. Physical review E, 74(3):036104 , 2006 . M. E. Newman. Finding community structure in networks using the eigenvectors of matrices. Physical review E, 74(3):036104, 2006."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0601602103"},{"key":"e_1_3_2_1_25_1","volume-title":"Finding and evaluating community structure in networks. Physical review E, 69(2):026113","author":"Newman M. E.","year":"2004","unstructured":"M. E. Newman and M. Girvan . Finding and evaluating community structure in networks. Physical review E, 69(2):026113 , 2004 . M. E. Newman and M. Girvan. Finding and evaluating community structure in networks. Physical review E, 69(2):026113, 2004."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/11569596_63"},{"key":"e_1_3_2_1_27_1","volume-title":"The pagerank citation ranking: bringing order to the web","author":"Page L.","year":"1999","unstructured":"L. Page , S. Brin , R. Motwani , and T. Winograd . The pagerank citation ranking: bringing order to the web . 1999 . L. Page, S. Brin, R. Motwani, and T. Winograd. The pagerank citation ranking: bringing order to the web. 1999."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014135"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.74.016110"},{"key":"e_1_3_2_1_30_1","volume-title":"Numerical methods for large eigenvalue problems","author":"Saad Y.","year":"1992","unstructured":"Y. Saad . Numerical methods for large eigenvalue problems , volume 158 . SIAM , 1992 . Y. Saad. Numerical methods for large eigenvalue problems, volume 158. SIAM, 1992."},{"key":"e_1_3_2_1_31_1","article-title":"The sum-over-forests density index: identifying dense regions in a graph. Pattern Analysis and Machine Intelligence","author":"Senelle M.","year":"2014","unstructured":"M. Senelle , S. Garc\u00eda-D\u00edez , A. Mantrach , M. Shimbo , M. Saerens , and F. Fouss . The sum-over-forests density index: identifying dense regions in a graph. Pattern Analysis and Machine Intelligence , IEEE Transactions on, To appear , 2014 . M. Senelle, S. Garc\u00eda-D\u00edez, A. Mantrach, M. Shimbo, M. Saerens, and F. Fouss. The sum-over-forests density index: identifying dense regions in a graph. Pattern Analysis and Machine Intelligence, IEEE Transactions on, To appear, 2014.","journal-title":"IEEE Transactions on, To appear"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557109"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646094"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/1964858.1964861"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-007-0094-2"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2350190.2350193"},{"key":"e_1_3_2_1_37_1","volume-title":"Learning with local and global consistency. Advances in neural information processing systems, 16(753760):284","author":"Zhou D.","year":"2004","unstructured":"D. Zhou , O. Bousquet , T. N. Lal , J. Weston , and B. Scholkopf . Learning with local and global consistency. Advances in neural information processing systems, 16(753760):284 , 2004 . D. Zhou, O. Bousquet, T. N. Lal, J. Weston, and B. Scholkopf. Learning with local and global consistency. Advances in neural information processing systems, 16(753760):284, 2004."}],"event":{"name":"WWW '14: 23rd International World Wide Web Conference","location":"Seoul Korea","acronym":"WWW '14","sponsor":["IW3C2 International World Wide Web Conference Committee","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the 23rd international conference on World wide web"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2566486.2567986","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2566486.2567986","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T07:00:59Z","timestamp":1750230059000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2566486.2567986"}},"subtitle":["application to semi-supervised learning"],"short-title":[],"issued":{"date-parts":[[2014,4,7]]},"references-count":37,"alternative-id":["10.1145\/2566486.2567986","10.1145\/2566486"],"URL":"https:\/\/doi.org\/10.1145\/2566486.2567986","relation":{},"subject":[],"published":{"date-parts":[[2014,4,7]]},"assertion":[{"value":"2014-04-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}