{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T23:59:05Z","timestamp":1791244745406,"version":"4.1.0"},"reference-count":31,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1109\/bigdata.2017.8257991","type":"proceedings-article","created":{"date-parts":[[2018,1,15]],"date-time":"2018-01-15T22:47:28Z","timestamp":1516056448000},"page":"756-765","source":"Crossref","is-referenced-by-count":32,"title":["A comparative study of matrix factorization and random walk with restart in recommender systems"],"prefix":"10.1109","author":[{"given":"Haekyu","family":"Park","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinhong","family":"Jung","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"U.","family":"Kang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref31","author":"guo","year":"0","journal-title":"A novel Bayesian similarity measure for recommender systems"},{"key":"ref30","author":"langville","year":"2011","journal-title":"Google's Pagerank and Beyond the Science of Search Engine Rankings"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2011.5949888"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/asi.20591"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020480"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959190"},{"key":"ref14","author":"li","year":"0","journal-title":"Point-of-interest recommendations Learning potential check-ins from friends"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICACIA.2008.4770004"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/421425"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2792838.2800196"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2009961"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1454008.1454031"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/336992.337035"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2610420"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0122"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.22"},{"key":"ref5","first-page":"141","article-title":"Link prediction approach to collaborative filtering","author":"chen","year":"2005","journal-title":"Digital Libraries 2005 JCDL '05 Proceedings of the 5th ACM\/IEEE-CS Joint Conference on"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043988"},{"key":"ref7","first-page":"1","article-title":"The bellkor solution to the netflix grand prize","volume":"81","author":"koren","year":"2009","journal-title":"Netflix Prize Documentation"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2014.78"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245121"},{"key":"ref9","author":"song","year":"0","journal-title":"A survey of music recommendation systems and future perspectives"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.70"},{"key":"ref22","article-title":"Axiomatic analysis of co-occurrence similarity functions","author":"kang","year":"2012","journal-title":"CMU-CS-12–102"},{"key":"ref21","author":"kang","year":"2012","journal-title":"Fast random walk graph kernel"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2901736"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2723716"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1571941.1571977"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3035950"}],"event":{"name":"2017 IEEE International Conference on Big Data (Big Data)","location":"Boston, MA","start":{"date-parts":[[2017,12,11]]},"end":{"date-parts":[[2017,12,14]]}},"container-title":["2017 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8241556\/8257893\/08257991.pdf?arnumber=8257991","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,2,19]],"date-time":"2018-02-19T23:59:25Z","timestamp":1519084765000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8257991\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2017.8257991","relation":{},"subject":[],"published":{"date-parts":[[2017,12]]}}}