Abstract：Aiming at the major defects of current folksonomy user profile mining methods such as mining user profile on the basis of binary relation, focus on the user profile of single-user rather than user groups, and focus on the static user profile but neglect the dynamic changes over time etc, a new FCA-based user profile mining methods for folksonomy is proposed. By means of constructing folksonomy multi-valued formal context and single-valued formal context, the user behaviors, user preferences and their transfer for folksonomy are analyzed based on the visual concept lattice which converts from formal context. The model provides a new idea for getting the user profile in folksonomy system.
张云中, 杨萌, 徐宝祥. 基于FCA的Folksonomy用户偏好挖掘研究[J]. 现代图书情报技术, 2011, 27(6): 72-78.
Zhang Yunzhong, Yang Meng, Xu Baoxiang. Research on FCA-based User Profile Mining for Folksonomy. New Technology of Library and Information Service, DOI：10.11925/infotech.1003-3513.2011.06.12.
[1] Sturtz D N.Communal Categorization: The Folksonomy[EB/OL].(2004-12-16).[2010-10-13]. http://davidsturtz.com/drexel/622/sturtz-folksonomy.pdf.[2] 熊回香,王学东. 面向Web3. 0的分众分类研究[J].图书情报工作,2010,54(3):104-107.[3] 王翠英. 基于Folksonomy的用户偏好研究进展[J].现代图书情报技术,2009(6):37-43.[4] Ramanathan K, Giraudi J, Gupta A. Creating Hierarchical User Profiles Using Wikipedia [EB/OL]. (2008-10-06). [ 2010-11-22 ]. http://www.hpl.hp.com/techreports/2008/HPL-2008-127.pdf.[5] Au Yeung C M, Gibbins N, Shadbolt N. A Study of User Profile Generation from Folksonomies[EB/OL].(2008-04-25).[2010-10-15].http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.142.8329&rep=rep1&type=pdf.[6] Godoy D, Amandi A. Hybrid Content and Tag-based Profiles for Recommendation in Collaborative Tagging Systems[EB/OL]. [2010-10-13]. http://dblab.cs.nccu.edu.tw/presentation/980525/980525.pdf.[7] Zhang Y, Feng B. Tag-based User Modeling Using Formal Concept Analysis[C]. In: Proceedings of the 8th IEEE International Conference on Computer and Information Technology. Sydney:IEEE, 2008: 485-490.[8] Ganter B, Wille R. 形式概念分析[M]. 马垣,张学东, 迟呈英,等译. 北京:科学出版社,2007:15-46.[9] Jäschke R, Hotho A, Schmitz C, et al. Discovering Shared Conceptualizations in Folksonomies[J].Web Semantics: Science, Services and Agents on the World Wide Web,2008,6(1): 38-53.[10] Kim H G, Hwang S H, Kang Y K, et al. An Agent Environment for Contextualizing Folksonomies in a Triadic Context[EB/OL]. [2010-10-13].http://www.springerlink.com/content/501pm40-56 71118w3.[11] Kang Y K, Hwang S H, Kang Y K,et al. Development of a FCA Tool for Building Conceptual Hierarchy of Clinical Data[J].Journal of the Korean Society of Medical Informatics,2005, 11(S2):71-76.
