Computational socioeconomics

J Gao, YC Zhang, T Zhou - Physics Reports, 2019 - Elsevier
Uncovering the structure of socioeconomic systems and timely estimation of socioeconomic
status are significant for economic development. The understanding of socioeconomic …

Rev2: Fraudulent user prediction in rating platforms

S Kumar, B Hooi, D Makhija, M Kumar… - Proceedings of the …, 2018 - dl.acm.org
Rating platforms enable large-scale collection of user opinion about items (eg, products or
other users). However, untrustworthy users give fraudulent ratings for excessive monetary …

Gcn-based user representation learning for unifying robust recommendation and fraudster detection

S Zhang, H Yin, T Chen, QVN Hung, Z Huang… - Proceedings of the 43rd …, 2020 - dl.acm.org
In recent years, recommender system has become an indispensable function in all e-
commerce platforms. The review rating data for a recommender system typically comes from …

Decoupling representation learning and classification for gnn-based anomaly detection

Y Wang, J Zhang, S Guo, H Yin, C Li… - Proceedings of the 44th …, 2021 - dl.acm.org
GNN-based anomaly detection has recently attracted considerable attention. Existing
attempts have thus far focused on jointly learning the node representations and the classifier …

Secure data aggregation technique for wireless sensor networks in the presence of collusion attacks

M Rezvani, A Ignjatovic, E Bertino… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Due to limited computational power and energy resources, aggregation of data from multiple
sensor nodes done at the aggregating node is usually accomplished by simple methods …

TAP: A personalized trust-aware QoS prediction approach for web service recommendation

K Su, B **ao, B Liu, H Zhang, Z Zhang - Knowledge-Based Systems, 2017 - Elsevier
With the rapid development of service-oriented computing, cloud computing and big data, a
large number of functionally equivalent web services are available on the Internet. Quality of …

Group-based fraud detection network on e-commerce platforms

J Yu, H Wang, X Wang, Z Li, L Qin, W Zhang… - Proceedings of the 29th …, 2023 - dl.acm.org
Along with the rapid technological and commercial innovation on the e-commerce platforms,
there are an increasing number of frauds that bring great harm to these platforms. Many …

Web service personalized quality of service prediction via reputation-based matrix factorization

J Xu, Z Zheng, MR Lyu - IEEE transactions on reliability, 2015 - ieeexplore.ieee.org
With the fast development of Web services in service-oriented systems, the requirement of
efficient Quality of Service (QoS) evaluation methods becomes strong. However, many QoS …

Spammer detection via ranking aggregation of group behavior

Z Zhang, M Zhou, J Wan, K Lu, G Chen… - Expert Systems with …, 2023 - Elsevier
Online review networks have become a popular platform for disseminating information
which attracts large numbers of spammers to influence the reputation of the online products …

A human judgment approach to epidemiological forecasting

DC Farrow, LC Brooks, S Hyun… - PLoS computational …, 2017 - journals.plos.org
Infectious diseases impose considerable burden on society, despite significant advances in
technology and medicine over the past century. Advanced warning can be helpful in …