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http://dx.doi.org/10.6109/jkiice.2014.18.7.1628

Design and Implementation of Personalized News Recommendation System Considering User Reading Habit under Smartphone Environment  

Song, Teuk-Seob (Division of Convergence Computer and Media, Mokwon University)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.18, no.7, 2014 , pp. 1628-1633 More about this Journal
Abstract
In this paper, we propose a news article recommendation system that reflects users' areas of interest and reading habits. Users can select interesting subject then our proposed system displays interesting articles above the other articles. Also the proposed system reflects users' dynamic interests using analyse of user's reading habits. The method of dynamic interest applies the different weight values from users simply clicking and reading entire articles. When users read articles from specific areas, the prosed system increases the weight of these specific areas using XML structure information. Hence users can read their articles of interest with ease.
Keywords
News Recommendation; Smartpnone; User Preference; XML;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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1 S.D. Kim and M. G. Park, "An Adaptation System based on Personalized Web Content Items for Mobile Devices," KSII Transactions on the Internet and Information Systems, vol. 3, no. 6, pp. 628-646,2009.
2 A.M. Eyhab, and H.M. Qusay, "A context-aware mobile service discovery and selection mechanism using artificial neural networks," in Proceedings of the 8th international conference on Electronic commerce: The new e-commerce: innovations for conquering current barriers, obstacles and limitations to conducting successful business on the internet , pp. 594 - 598 , 2006.
3 L. Tayeb and L. Nabil, "NAC: A Basic Core for the Adaptation and Negotiation of Multimedia Services," OPERA Project, INRIA Rhone Alpes, 2003.
4 T.S. Song, J.S. Lee, Y.C. Choy, and S.B. Lim, "Mynews: Personalization of Web Contents Transcoding for Mobile Device Users," Lecture Notes in Computer Science, vol. 4282, pp. 512-521, 2006.
5 T.S. Song and S.H. Choi, "Design and Implementation for Web Page Visualization Techniques using Android Smartphone," International J. KIMICS, vol. 8, no. 4, pp. 416-420, 2010.   과학기술학회마을   DOI   ScienceOn
6 ITPC , Available: http://www.iptc.org
7 C. Asakawa, H. Takagi, "Annotation-Based Transcoding for Nonvisual Web Access," in Proceedings of the fourth international ACM conference on Assistive technologies, pp. 172-179, 2000.
8 X.Xiao, Q, Luo, D. Hong, and H, Fu, "Browsing on Small Displays by Transforming Web Pages into Hierarchically Structured Sub-Pages," ACM Transactions on the Web, vol. 3, no. 1, pp. 4:1-4:36, 2009.
9 G.Hattori, K. Hoashi, K. Matsumoto, and F. Sugaya, "Robust Web Page Segmentation for Mobile Terminal Using Content-Distances and Page Layout Information," in Proceedings of the 16th international conference on World Wide Web, pp. 361-370, 2007.
10 C. Patrick, F. Koichi and L. Liu, "Content Based Automatic Zooming: Viewing Documents on Small Displays," in Proceedings of the 16th ACM international conference on Multimedia , 817-820 , 2008.
11 I. Ilievski and S. Roy, "Personalized News Recommendation based on Implicit Feedback," in Proceedings of the 2013 International News Recommender Systems Workshop and Challenge, pp. 10-15, 2013.
12 H.T. Viet, Renders and J.M. Renders, "Large-Scale Hierarchical Text Classification without Labelled data," in Proceedings of the fourth ACM international conference on Web Search and Data Mining, pp. 685-694, 2011.
13 J.Liu, P. Dolan, and E.Rønby Pedersen, "Personalized News Recommendation Based on Click Behavior," in Proceedings of the 15th International Conference on Intelligent User Interfaces, pp.31-40, 2010.
14 M. Erik, C.Sam, D.P. Toon, D.D.Hendrik, V.D.Davy, and W.V. Rik, "Automatic news recommendations via profiling," in Proceedings of the 3rd international workshop on Automated information extraction in media production, pp. 45-50, 2010.