Related WorkMeasure of the relationship between twodocuments(web pages/papers)Bsmall1973HG. Co-citation上Kessler1963B·bibliographiccouplingAAmsler1972B·amslerAand B are relatedDeanH1999PaperAand BCitingPapersA(1)Aand B areare associatedandBarecited bythesame.Companionbecausetheyrelatedbecausepaper,orAlgorithmtheycitepapersarebothcited(2) Aand B cite thebyC,D,EandF.C,D,E and F.samepaper,or(extend HITS)(3)Acites a thirdpaperCthatcitesB
Related Work • Measure of the relationship between two documents(web pages/papers) − small1973 • Co-citation − Kessler1963 • bibliographic coupling A B C F E D − Amsler1972 • amsler − DeanH1999 • Companion Algorithm (extend HITS) A C B D E F Paper A and B are associated because they are both cited by C,D,E and F. Citing Papers A and B are related because they cite papers C,D,E and F. A C B D E F G H I A and B are related (1) A and B are cited by the same paper, or (2) A and B cite the same paper, or (3) A cites a third paper C that cites B
RelatedWork· Hybrid methodsPMENBM03.Combining Link-Based and Content-Based Methods usingbayesiannetworkCaladoCMZNG combining the decisions of linkage and text classifiers usingabeliefnetworkstrategy.FusionofEvidenceJoachimsCT2001·Studylinearcombinationof supportvectormachinekernelfunctions representing co-citation and textual information
Related Work • Hybrid methods − PMENBM03 • Combining Link-Based and Content-Based Methods using bayesian network − CaladoCMZNG • combining the decisions of linkage and text classifiers using a belief network strategy. • Fusion of Evidence − JoachimsCT2001 • Study linear combination of support vector machine kernel functions representing co-citation and textual information