Analysis and Improvement of HITS Algorithm for Detecting Web Communities Export

@misc{citeulike:312792, abstract = {In this paper, we discuss problems with HITS (HyperlinkInduced Topic Search) algorithm, which capitalizes on hyperlinks to extract topic-bound communities of web pages. Despite its theoretically sound foundations, we observed HITS algorithm failed in real applications. In order to understand this problem, we developed a visualization tool LinkViewer, which graphically presents the extraction process. This tool helped reveal that a large and densely linked set of unrelated Web pages in the base...}, author = {Satoshi, Saeko N.}, citeulike-article-id = {312792}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.59.5271}, keywords = {hits, ir, search, web}, posted-at = {2007-05-19 22:52:37}, priority = {3}, title = {Analysis and Improvement of HITS Algorithm for Detecting Web Communities}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.59.5271} }

TY - GEN ID - citeulike:312792 L3 - citeulike-article-id:312792 N2 - In this paper, we discuss problems with HITS (HyperlinkInduced Topic Search) algorithm, which capitalizes on hyperlinks to extract topic-bound communities of web pages. Despite its theoretically sound foundations, we observed HITS algorithm failed in real applications. In order to understand this problem, we developed a visualization tool LinkViewer, which graphically presents the extraction process. This tool helped reveal that a large and densely linked set of unrelated Web pages in the base... TI - Analysis and Improvement of HITS Algorithm for Detecting Web Communities KW - hits KW - ir KW - search KW - web AU - Satoshi, Saeko UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.59.5271 ER -