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SDM
2010
SIAM
217views Data Mining» more  SDM 2010»
15 years 5 months ago
Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs
Collaborative filtering is an important topic in data mining and has been widely used in recommendation system. In this paper, we proposed a unified model for collaborative fil...
Quanquan Gu, Jie Zhou, Chris H. Q. Ding
IJFCS
2007
93views more  IJFCS 2007»
15 years 6 months ago
Modelling and Analysis of PKI-Based Systems Using Process Calculi
In this technical report, we present a process algebra aimed at modelling PKI-based systems. The new language, SPIKY, extends the spi-calculus by adding primitives for the retriev...
Benjamin Aziz, Geoff Hamilton
166
Voted
ECAL
2005
Springer
16 years 5 days ago
An Architecture for Modelling Emergence in CA-Like Systems
Abstract. We consider models of emergence, adding downward causation to conventional models where causation permeates from low-level elements to high-level behaviour. We describe a...
Fiona Polack, Susan Stepney, Heather R. Turner, Pe...
AUSDM
2007
Springer
107views Data Mining» more  AUSDM 2007»
16 years 25 days ago
Preference Networks: Probabilistic Models for Recommendation Systems
Recommender systems are important to help users select relevant and personalised information over massive amounts of data available. We propose an unified framework called Prefer...
Tran The Truyen, Dinh Q. Phung, Svetha Venkatesh
ATAL
2005
Springer
16 years 5 days ago
Generating intentions through argumentation
In this paper we consider how a BDI agent might determine its best course of action. We draw on previous work which has presented a model of persuasion over action and we discuss ...
Katie Atkinson, Trevor J. M. Bench-Capon, Peter Mc...