Abstract
WWW cache stores user’s browsing history, which contains large amount of information that may be accessed again but not yet added to user’s favorite page folder. The existed www pages can be used to abstract user’s interest and predicts user interaction. By that means, a model that describes user’s interest is needed. In this paper, we discuss two methods about www-cache, data mining and user interest: simple user interest model and real time two-dimensional interest model. Moreover, the latter is described in detail and applied to user interest modeling. An experiment is performed on 20 users’ interest data sets, which shows real time two-dimensional interest model is more effective in www cache modeling.
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Brin, S., Page, L.: The anatomy of a large-scale hypertextual www search engine. In: Proceedings of 7th world wide www Conference (www 1998), Brisbane, Australia, pp. 107–117 (1998)
Bao-Wen, X., Wei-Feng, Z., Chu, W.C., Hong-Ji, Y.: Application of data mining in WWW pre-fetching. In: Proceedings of IEEE MSE, Tai Wan, 2000, pp. 372–377 (2000)
Wei-Feng, Z., Bao-Wen, X., Chu, W.C., Hong-Ji, Y.: Data mining algorithms for WWW pre-fetching. In: Proceedings of the 1st International Conference on WWW Information Systems Engineering (WISE 2000), Hong Kong, China, pp. 34–38 (2000)
Wei-Feng, Z., Bao-Wen, X., Song, W., Hong-Ji, Y.: Pre-fetching WWW pages through data mining based prediction. Journal of Applied System Studies 3(2), 366–371 (2002)
Jia-Hui, H., Xiao-Feng, M., et al.: Research on www mining. Journal of Computer Research and Development (in Chinese) 38(4), 405–414 (2001)
Bao-Wen, X., Wei-Feng, Z.: www cache based model of users’ real time two-dimensions interest. Chinese Journal of Computers 27(4), 461–470 (2004)
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Han, S., Chen, W., Wang, H. (2007). History Based User Interest Modeling in WWW Access. In: Jacko, J.A. (eds) Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments. HCI 2007. Lecture Notes in Computer Science, vol 4552. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73110-8_32
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DOI: https://doi.org/10.1007/978-3-540-73110-8_32
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