Evaluating Prediction Error for Anomaly Detection by Exploiting Matrix Factorization in Rating Systems

A rating system provides rating data about products or services, which is a key feature of e-commerce websites such as Amazon, TripAdvisor, and so on. In reality, rating systems generally suffer from threats of profile injection attacks or anomalous ratings due to the integration of collaborative re...

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Bibliographic Details
Main Authors: Zhihai Yang, Qindong Sun, Beibei Zhang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8458109/