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EMIT University at TREE 2008: Enterprise Track Ming fang Wu Fall Scholar Steven Garcia School of Computer Science and IT EMIT University, GPO Box 2476V Melbourne 3001, Australia 1 Introduction EMIT

Global out degree also accounts for the number of out link of a link, as well as the presence of links to other sites. We found that local out degree could be effective, but not at the expense of the other variables described above. We further explored the link-based measure which uses the same measure as link-based global content factor. Our experiments supported the link-based approach and did not show any major differences in the ranking quality when using the same measure as the link-based Global Credibility Factor, as well as linking to local content. 2 Results and Discussion We performed experiments to investigate the effect of out-degree in the rankings of various websites. In our experiments we used 10 different websites for each experiment. In one experiment, we used one site twice, and in another experiment, we used two sites. We ran all experiments for 1,000,000 search queries. This includes a variety of different domains such as Wikipedia and news websites, so no single experiment will give consistent results across all websites. We were also surprised how little effect local out degree had in all of our experiments when ranking websites. Our results below show the effect over a range of different search queries. In each experiment, we tried three different out-degree values: 0, 1, 2, with values of 1 for local and 2 for global out-degree. We also tried different local and global out-degree values for Google Search. We used the Google Search local reputation algorithm, which is based on the ranking algorithm for Google search in the United States. The algorithm is updated daily in the US and based on a number of factors including Google page rankings, site demographics, and other Google data. We ran the experiment on the first Google Search results page for a large chunk in our experiments with the same sites, with Google Search the only search query, in order to assess how different out-degree can affect Google Search rankings. We also ran a similar experiment using Google Search on Wikipedia, Wikipedia Europe, and Wikipedia America, in the same regions where Google Search is used in the United States. Furthermore, we ran each search query with the different out-degree ratios.

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