Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"personalized PageRank"”.
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IVIS: Search and visualization on heterogeneous information networks
… the ranking algorithm, and we show that the personalized PageRank and proposed Hetero-personalized PageRank outperform the TF-IDF ranking or mixture of TF-IDF and authority ranking. Our work opens several directions for future research.
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People and reverse people search on the internet
… like entity resolution, clustering, random walk, personalized PageRank and etc. System is practical and produces good results.
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Shortest paths, Markov chains, matrix scaling and beyond : improved algorithms through the lens of continuous optimization
… Markov chains, such as stationary distributions, personalized PageRank vectors, hitting times, or escape probabilities. This significantly improves over the previous state-of-the-art, which was based on simulating random walks, or applying fast matrix multiplication. *-- We develop faster …
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Applications of Geometric and Spectral Methods in Graph Theory
… can be used in the context of understanding (personalized) PageRank, which was developed by Brin and Page. PageRank ranks the importance of webpages near a seed webpage, and we are interested in how this importance diffuses. We do this by using a notion of graph curvature introduced by Bauer, …