{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T10:09:08Z","timestamp":1742378948932,"version":"3.30.2"},"reference-count":36,"publisher":"IEEE Comput. Soc","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1109\/icdm.2003.1250930","type":"proceedings-article","created":{"date-parts":[[2004,4,23]],"date-time":"2004-04-23T18:38:15Z","timestamp":1082745495000},"page":"275-282","source":"Crossref","is-referenced-by-count":15,"title":["Statistical relational learning for document mining"],"prefix":"10.1109","author":[{"given":"A.","family":"Popescul","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"L.H.","family":"Ungar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Lawrence","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.M.","family":"Pennock","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","article-title":"Estimating the dimension of a model","volume":"6","author":"schwartz","year":"1979","journal-title":"The Annals of Statistics"},{"key":"ref32","article-title":"A statistical learning method for logic programs with distribution semantics","author":"sato","year":"1995","journal-title":"ICLP"},{"key":"ref31","article-title":"Relational learning via propositional algorithms","author":"roth","year":"0","journal-title":"IJCAI 2001"},{"key":"ref30","article-title":"Towards structural logistic regression: Combining relational and statistical learning","author":"popescul","year":"2002","journal-title":"Workshop on Multi-Relational Data Mining"},{"key":"ref36","article-title":"Discriminative probabilistic models for relational data","author":"taskar","year":"2002","journal-title":"UAI"},{"key":"ref35","article-title":"Feature construction with inductive logic programming: A study of quantitative predictions of biological activity aided by structural attributes","volume":"3","author":"srinivasan","year":"1999","journal-title":"Data Mining and Knowledge Discovery"},{"key":"ref34","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/1192.001.0001","author":"shapiro","year":"1983","journal-title":"Algorithmic Program Debugging"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-04599-2_3"},{"key":"ref11","article-title":"Relational reinforcement learning","author":"dzeroski","year":"1998","journal-title":"ICML"},{"key":"ref12","article-title":"A proposal for learning by ontolog-icalleaps","author":"foster","year":"2002","journal-title":"Snowbird Learning Conference"},{"key":"ref13","doi-asserted-by":"crossref","DOI":"10.1007\/3-540-48412-4_41","article-title":"Exploiting structural information for text classification on the WWW","author":"furnkranz","year":"1999","journal-title":"Intelligent Data Analysis"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-04599-2_13"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/511446.511520"},{"key":"ref16","article-title":"Random effects models for network data","author":"hoff","year":"2003","journal-title":"National Academy of Sciences Symposium on Social Network Analysis for National Security"},{"key":"ref17","article-title":"Linkage and autocorrelation cause feature selection bias in relational learning","author":"jensen","year":"2002","journal-title":"ICML"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007365207130"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44797-0_10"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(98)00034-4"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/956750.956772"},{"key":"ref27","article-title":"Iterative classification in relational data","author":"neville","year":"2000","journal-title":"AAAI Workshop on Learning Statistical Models from Relational Data"},{"key":"ref3","article-title":"Cumulativity as inductive bias","author":"blockeel","year":"2000","journal-title":"Proceedings of the PKDD Workshop on Data Mining Decision Support Meta-Learning and ILP"},{"key":"ref6","article-title":"The missing link - A probabilistic model of document content and hypertext connectivity","volume":"13","author":"cohn","year":"2001","journal-title":"NIPS"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/276305.276332"},{"key":"ref29","article-title":"Statistical relational learning for link prediction","author":"popescul","year":"2003","journal-title":"IJCAI Workshop on Learning Statistical Models from Relational Data"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/3540635149_39"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007676901476"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775068"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009863704807"},{"key":"ref1","article-title":"Information theory and an extension of the maximum likelihood principle","author":"akaike","year":"1973","journal-title":"Int'l Symposium on Information Theory"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44794-6_23"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-04599-2_6"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-04599-2_11"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/2.769447"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-04599-2_10"},{"key":"ref26","article-title":"Stochastic logic programs","author":"muggleton","year":"1995","journal-title":"ILP"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007608224229"}],"event":{"name":"Third IEEE International Conference on Data Mining","acronym":"ICDM-03","location":"Melbourne, FL, USA"},"container-title":["Third IEEE International Conference on Data Mining"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/8854\/27998\/01250930.pdf?arnumber=1250930","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T03:46:03Z","timestamp":1734320763000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/1250930\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/icdm.2003.1250930","relation":{},"subject":[]}}