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ICDM
2005
IEEE
126views Data Mining» more  ICDM 2005»
16 years 8 days ago
Segment-Based Injection Attacks against Collaborative Filtering Recommender Systems
Significant vulnerabilities have recently been identified in collaborative filtering recommender systems. Researchers have shown that attackers can manipulate a system’s reco...
Robin D. Burke, Bamshad Mobasher, Runa Bhaumik, Ch...
DEXAW
2005
IEEE
189views Database» more  DEXAW 2005»
16 years 9 days ago
Knowledge Management Challenges in Knowledge Discovery Systems
Current knowledge discovery systems are armed with many data mining techniques that can be potentially applied to a new problem. However, a system faces a challenge of selecting t...
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
ADAPTIVE
2007
Springer
16 years 26 days ago
Case-Based Recommendation
Abstract. Data Mining, or Knowledge Discovery as it is also known, is becoming increasingly useful in a wide variety of applications. In the following paper, we look at its use in ...
Barry Smyth
GFKL
2007
Springer
184views Data Mining» more  GFKL 2007»
16 years 25 days ago
A Probabilistic Relational Model for Characterizing Situations in Dynamic Multi-Agent Systems
Abstract. Artificial systems with a high degree of autonomy require reliable semantic information about the context they operate in. State interpretation, however, is a difficult ...
Daniel Meyer-Delius, Christian Plagemann, Georg vo...
ICDM
2006
IEEE
91views Data Mining» more  ICDM 2006»
16 years 21 days ago
Estimation System of People's Freindship and Hierarchical Relationship from Sentence Types
Many people cooperate for creating something new. It is important for the team’s perfomance to build a trusting relationship. It is necessary for building the trusting relations...
Yoko Nishihara, Wataru Sunayama, Masahiko Yachida