PageRank, HITS and a Unified Framework for Link Analysis

@techreport{citeulike:339334, abstract = {Two popular webpage ranking algorithms are HITS and PageRank. HITS emphasizes mutual reinforcement between authority and hub webpages, while PageRank emphasizes hyperlink weight normalization and web surfing based on random walk models. We systematically generalize /combine these concepts into a unified framework. The ranking framework contains a large algorithm space}, author = {Ding, Chris and He, Xiaofeng and Husbands, Parry and Zha, Hongyuan and Simon, Horst }, citeulike-article-id = {339334}, institution = {LBNL}, keywords = {hits, linkanalysis, pagerank}, number = {49372}, posted-at = {2006-03-24 16:48:07}, priority = {2}, title = {PageRank, {HITS} and a Unified Framework for Link Analysis}, url = {http://citeseer.ist.psu.edu/546720.html}, year = {2002} }

TY - RPRT ID - citeulike:339334 L3 - citeulike-article-id:339334 TI - PageRank, {HITS} and a Unified Framework for Link Analysis IS - 49372 N2 - Two popular webpage ranking algorithms are HITS and PageRank. HITS emphasizes mutual reinforcement between authority and hub webpages, while PageRank emphasizes hyperlink weight normalization and web surfing based on random walk models. We systematically generalize /combine these concepts into a unified framework. The ranking framework contains a large algorithm space KW - hits KW - linkanalysis KW - pagerank AU - Ding, Chris AU - He, Xiaofeng AU - Husbands, Parry AU - Zha, Hongyuan AU - Simon, Horst PY - 2002/// UR - http://citeseer.ist.psu.edu/546720.html ER -