Social bookmarking services have become recently popular in the Web. Along with the rapid increase in the amount of social bookmarks, future applications could leverage this data for enhancing search in the Web. This paper investigates the possibility and potential benefits of a hybrid page ranking approach that would combine the ranking criteria of PageRank with the one based on social bookmarks in order to improve the search in the Web. We demonstrate and discuss the results of analytical study made in order to compare both popularity estimates. In addition, we propose a simple hybrid search method that combines both ranking metrics and we show some preliminary experiments using this approach. We hope that this study will shed new light on the character of data in social bookmarking systems and foster development of new, effective search applications for the Web.
Because Google is like a jetcar with a 20-speed manual gearbox, first gear is plenty for most people. However, if you want the other 19 gears, here are some ideas to get you fired up (just make sure you’re pointing in the right direction first)…
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All Google's search tools, directories, and many more specialized search utilities, all on one page. Great for focused search...and GREAT for discovery search!
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P. Fafalios, и Y. Tzitzikas. 2014 IEEE Eighth International Conference on Semantic Computing (ICSC 2014), Newport Beach, California, USA, IEEE, (июня 2014)
P. Fafalios, и Y. Tzitzikas. Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, Dublin, Ireland, (июля 2013)