Jianwei Zhang

Using categorized web browsing history to estimate the user's latent interests for web advertisement recommendation

2017

Online advertising has become a popular method for companies to market their products and services to potential customers. The methods used by conventional web advertisement systems to decide on which advertisements to display to users …

Extraction of Pipeline Vibration Feature Information Based on the Combination of EWT and SVD

2021

Due to the problem of endpoint effect in the decomposition of hydraulic structure vibration data by EMD (empirical mode decomposition) method and the resultant mode confusion, a method based on EWT (empirical wavelet transform) combined …

Representation Learning for Attributed Multiplex Heterogeneous Network

2019

Network embedding (or graph embedding) has been widely used in many real-world applications. However, existing methods mainly focus on networks with single-typed nodes/edges and cannot scale well to handle large networks. Many real-world networks consist …

Controllable Multi-Interest Framework for Recommendation

2020

Recently, neural networks have been widely used in e-commerce recommender systems, owing to the rapid development of deep learning. We formalize the recommender system as a sequential recommendation problem, intending to predict the next items …