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AuthorTitleYearJournal/ProceedingsReftypeDOI/URL
Li, X., Guo, L. & Zhao, Y. E. Tag-based Social Interest Discovery

[Abstract] [BibTeX]

 2008 Proceedings of the 17th International World Wide Web Conference   inproceedings URL  
Abstract: The success and popularity of social network systems, such as del.icio.us, Facebook, MySpace, and YouTube, have generated many interesting and challenging problems to the research community. Among others, discovering social interests shared by groups of users is very important because it helps to connect people with common interests and encourages people to contribute and share more contents. The main challenge to solving this problem comes from the diffi- culty of detecting and representing the interest of the users. The existing approaches are all based on the online connections of users and so unable to identify the common interest of users who have no online connections. In this paper, we propose a novel social interest discovery approach based on user-generated tags. Our approach is motivated by the key observation that in a social network, human users tend to use descriptive tags to annotate the contents that they are interested in. Our analysis on a large amount of real-world traces reveals that in general, user-generated tags are consistent with the web content they are attached to, while more concise and closer to the understanding and judgments of human users about the content. Thus, patterns of frequent co-occurrences of user tags can be used to characterize and capture topics of user interests. We have developed an Internet Social Interest Discovery system, ISID, to discover the common user interests and cluster users and their saved URLs by different interest topics. Our evaluation shows that ISID can effectively cluster similar documents by interest topics and discover user communities with common interests no matter if they have any online connections.
BibTeX: 
@inproceedings{xin2008www,
  author = {Li, Xin and Guo, Lei and Zhao, Yihong E.},
  title = {Tag-based Social Interest Discovery},
  booktitle = {Proceedings of the 17th International World Wide Web Conference},
  publisher = {ACM},
  year = {2008},
  pages = {675-684},
  url = {http://www2008.org/papers/pdf/p675-liA.pdf}
}
Schmitz, C., Hotho, A., Jäschke, R. & Stumme, G. Mining Association Rules in Folksonomies

[BibTeX]

 2006 Data Science and Classification (Proc. IFCS 2006 Conference)   inproceedings DOIURL  
BibTeX: 
@inproceedings{schmitz2006mining,
  author = {Schmitz, Christoph and Hotho, Andreas and Jäschke, Robert and Stumme, Gerd},
  title = {Mining Association Rules in Folksonomies},
  booktitle = {Data Science and Classification (Proc. IFCS 2006 Conference)},
  publisher = {Springer},
  year = {2006},
  pages = {261-270},
  note = {Ljubljana},
  url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2006/schmitz2006asso_ifcs.pdf},
  doi = {http://dx.doi.org/10.1007/3-540-34416-0_28}
}
Ng, R. T., Lakshmanan, L. V. S., Han, J. & Pang, A. Exploratory Mining and Pruning Optimizations of Constrained Association Rules.

[BibTeX]

 1998 SIGMOD Conference   inproceedings URL  
BibTeX: 
@inproceedings{conf/sigmod/NgLHP98,
  author = {Ng, Raymond T. and Lakshmanan, Laks V. S. and Han, Jiawei and Pang, Alex},
  title = {Exploratory Mining and Pruning Optimizations of Constrained Association Rules.},
  booktitle = {SIGMOD Conference},
  year = {1998},
  pages = {13-24},
  url = {http://dblp.uni-trier.de/db/conf/sigmod/sigmod98.html#NgLHP98}
}
Park, J., Chen, M. & Yu, P. An effective hash-based algorithm for mining association rules

[BibTeX]

 1995 Proceedings of the 1995 ACM SIGMOD international conference on Management of data   article  
BibTeX: 
@article{park1995ehb,
  author = {Park, J.S. and Chen, M.S. and Yu, P.S.},
  title = {{An effective hash-based algorithm for mining association rules}},
  journal = {Proceedings of the 1995 ACM SIGMOD international conference on Management of data},
  publisher = {ACM Press New York, NY, USA},
  year = {1995},
  pages = {175-186}
}
Srikant, R. & Agrawal, R. Mining Generalized Association Rules

[BibTeX]

 1995 Proceedings of the 21st International Conference on Very Large Databases   inproceedings  
BibTeX: 
@inproceedings{SrikantAgrawal95,
  author = {Srikant, R. and Agrawal, R.},
  title = {Mining Generalized Association Rules},
  booktitle = {Proceedings of the 21st International Conference on Very Large Databases},
  year = {1995},
  pages = {407--419}
}
Agrawal, R., Imielinski, T. & Swami, A. Mining association rules between sets of items in large databases

[BibTeX]

 1993 SIGMOD '93: Proceedings of the 1993 ACM SIGMOD international conference on Management of data   inproceedings  
BibTeX: 
@inproceedings{agrawal93,
  author = {Agrawal, Rakesh and Imielinski, Tomasz and Swami, Arun},
  title = {Mining association rules between sets of items in large databases},
  booktitle = {SIGMOD '93: Proceedings of the 1993 ACM SIGMOD international conference on Management of data},
  publisher = {ACM Press},
  year = {1993},
  pages = {207--216}
}

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