@article{langville2004deeper, abstract = {This paper serves as a companion or extension to the "Inside PageRank" paper by Bianchini et al. [Bianchini et al. 03]. It is a comprehensive survey of all issues associated with PageRank, covering the basic PageRank model, available and recommended solution methods, storage issues, existence, uniqueness, and convergence properties, possible alterations to the basic model, suggested alternatives to the traditional solution methods, sensitivity and conditioning, and finally the updating problem. We introduce a few new results, provide an extensive reference list, and speculate about exciting areas of future research.}, author = {Langville, Amy N. and Meyer, Carl D.}, interhash = {ee90e6dabf6645028ff3905a6fea3356}, intrahash = {6f7e377aad77931106f38284f107de8d}, issn = {1542-7951}, journal = {Internet Mathematics}, number = 3, pages = {335--380}, title = {Deeper inside {P}age{R}ank}, url = {http://akpeters.metapress.com/content/bn22r01j43g6q8g6/?p=9ef70461930f4e6dbf734cf7ca4cf9f2&pi=3}, volume = 1, year = 2004 } @misc{eigenvector2005Langville, abstract = {Web information retrieval is significantly more challenging than traditional well-controlled, small document collection information retrieval. One main difference between traditional information retrieval and Web information retrieval is the Web’s hyperlink structure. This structure has been exploited by several of today’s leading Web search engines, particularly Google and Teoma. In this survey paper, we focus on Web information retrieval methods that use eigenvector computations, presenting the three popular methods of HITS, PageRank, and SALSA.}, author = {Langville, Amy N. and Meyer, Carl D.}, interhash = {d457071e1f5270c3d50cbb3243546833}, intrahash = {445172dea700200486177842e9dfe3cb}, journal = {The SIAM Review}, number = 1, pages = {135-161}, title = {A Survey of Eigenvector Methods of Web Information Retrieval}, url = {http://www.cofc.edu/~langvillea/surveyEVwebIRReprint.pdf}, volume = 47, year = 2005 }