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CIKM
2009
Springer
15 years 10 months ago
Privacy-enhanced public view for social graphs
We consider the problem of releasing a limited public view of a sensitive graph which reveals at least k edges per node. We are motivated by Facebook’s public search listings, w...
Hyoungshick Kim, Joseph Bonneau
128
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KDD
2005
ACM
163views Data Mining» more  KDD 2005»
15 years 9 months ago
Web mining from competitors' websites
This paper presents a framework for user-oriented text mining. It is then illustrated with an example of discovering knowledge from competitors’ websites. The knowledge to be di...
Xin Chen, Yi-fang Brook Wu
128
Voted
WMCSA
2000
IEEE
15 years 8 months ago
The Roma personal metadata service
People now have available to them a diversity of digital storage devices, including palmtops, cell phone address books, laptops, desktop computers and web-based services. Unfortun...
Edward Swierk, Emre Kiciman, Vince Laviano, Mary B...
141
Voted
CIKM
2008
Springer
15 years 5 months ago
SoRec: social recommendation using probabilistic matrix factorization
Data sparsity, scalability and prediction quality have been recognized as the three most crucial challenges that every collaborative filtering algorithm or recommender system conf...
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
140
Voted
KDD
2007
ACM
178views Data Mining» more  KDD 2007»
16 years 4 months ago
Practical learning from one-sided feedback
In many data mining applications, online labeling feedback is only available for examples which were predicted to belong to the positive class. Such applications include spam filt...
D. Sculley