Abstract
Based on basic PageRank, this paper proposes micro-blog search and sorting algorithm based on improved PageRank algorithm. It improves search algorithm based on link structure, makes a discussion aimed at 2-degree deep link of micro-blog pages and similarity of different micro-blog page topics, and raises the improved PageRank algorithm, which improves the effect of micro-blog sorting algorithm effectively. The experiment shows that the proposed algorithm is effective.
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References
Chakrabarti S, Joshi MM, Punera K, Pennock DM (2010) The structure of broad topics on the Web. In: Proceedings of the eleventh international world wide web conference, vol 345. pp 23–26
Pennock D, Flake G, Lawrence S, Glover E, Giles CL (2011) Winner’s don’t take all: characterizing the competition for links on the web. In: Proceedings of the national academy of sciences, vol 53. pp 13–16
Amento B, Terveen L, Hill W (2010) Does authority, mean quality predicting expert quality of web documents. In: Proceedings of the 23th international ACMSIGIR conference on research and development in information retrieval, vol 20. pp 296–303
Studer R, Benjamins VR, Fensel D (2011) Knowledge engineering: principles and methods. Data Knowl Eng 24:15–16
Macskassy SA (2010) Leveraging contextual information to explore posting and linking behaviors of bloggers, asonam. In: International conference on advances in social networks analysis and mining, vol 11. pp 18–21
Tai M, Yang CZ, Chen IX (2011) Improved automatic web-page classification by neighbor text percolation. Dept Comput Eng Sci 51:156–157
Brin S, Page L (2011) The anatomy of a large-scale hypertextual web search engine. In: Proceedings of the 7th international world-wide web conference, vol 45. Brisbane, Australia, pp 15–17
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© 2013 Springer-Verlag London
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Ye, S., Yan, S., Yang, C., Yu, K., Ding, H., Yang, J. (2013). Research on Micro-Blog Search and Sorting Algorithm Based on Improved PageRank. In: Zhong, Z. (eds) Proceedings of the International Conference on Information Engineering and Applications (IEA) 2012. Lecture Notes in Electrical Engineering, vol 217. Springer, London. https://doi.org/10.1007/978-1-4471-4850-0_103
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DOI: https://doi.org/10.1007/978-1-4471-4850-0_103
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