Hui Zhang

Publishing Datasets from an Open Access Repository As Linked Data

2015 · Figshare

Exposing research data from traditional repository systems such as DSpace in Linked Data has numerous benefits such as increasing visibility, prompting open access, and interlinking datasets with elements such as authors. For a successful implementation, …

A New Mobile Recommendation Algorithm Based on Statistical Theory

2015

With Recommendation technology has been widely used in advertising push, e-commerce and other fields and it has shown its powerful application prospect. But with the index increasing of mobile commerce data size, the size of …

A Hierarchical Teaching Mode of College Computer Basic Application Course Based on K-means and Improved PSO Algorithm

2016 · International Journal of Emerging Technologies in Learning (iJET)

As different students have different basics in learning College Computer Basic Application Course, so uniform teaching methods and curriculum cannot satisfy the needs of all of the students. To address this problem, an algorithm of …

Human Resource Information Management Model based on Blockchain Technology

2017

The authenticity of human resource information has become an important factor that affects the cost and efficiency of human resource management. With the rapid development of mobile devices and Internet technology, various human resource risks …

Complementary Aspect-Based Opinion Mining

2017 · IEEE Transactions on Knowledge and Data Engineering

Aspect-based opinion mining is finding elaborate opinions towards a subject such as a product or an event. With explosive growth of opinionated texts on the Web, mining aspect-level opinions has become a promising means for …

A Blockchain-Based Collocation Storage Architecture for Data Security Process Platform of WSN

2018

Wireless Sensor Networks (WSN) interconnects thousands of sensor nodes to support the services of Internet of Things (loT). However, data collected from sensor nodes may be tempered, forged and divulged. Traditional WSN data process platform …

Emotion Correlation Mining Through Deep Learning Models on Natural Language Text

2020 · IEEE Transactions on Cybernetics

Emotion analysis has been attracting researchers' attention. Most previous works in the artificial-intelligence field focus on recognizing emotion rather than mining the reason why emotions are not or wrongly recognized. The correlation among emotions contributes …

A Logic for Iterated Belief Revision

2021 · 2021 16th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)

Representing belief information is a fundamental problem in the field of belief revision. The AGM framework uses a deductively closed set of formulas, known as a theory, to represent the belief information of an agent, …

A photonic chip-based machine learning approach for the prediction of molecular properties

2022 · arXiv (Cornell University)

Machine learning methods have revolutionized the discovery process of new molecules and materials. However, the intensive training process of neural networks for molecules with ever-increasing complexity has resulted in exponential growth in computation cost, leading …

A Hybrid Quantum Computer for Quantum Finance Computation of Monte-Carlo Distribution

2022 · Optica Advanced Photonics Congress 2022

A quantum generative adversarial network with the genetic algorithm is demonstrated for quantum finance distribution loading. The hybrid quantum computer implemented by a fabricated quantum photonic chip shows its capability of generating distribution precisely.

LWLC-CNN: Ultra-lightweight Network Traffic Classification Algorithm

2024

With the diversification of 5G networks, the accurate classification of network traffic is of great significance to network management and optimization. Based on the study of classical volumes and neural networks, this paper proposes a …

Intelligent Retrieval and Application of Multimedia Image Resources in Online English Language Teaching

2025

This article aims to solve the problem of multimedia image resource retrieval in online English language teaching (ELT). By designing and implementing an intelligent retrieval algorithm model based on DL (Deep learning), this article aims …

Unveiling the influence of dialogic communication on AI-technology trust in e-commerce

2025 · Aslib Journal of Information Management

Purpose The purpose of this study is to investigate the influence of AI chatbots on consumer behavior in e-commerce, specifically focusing on how dialogic chatbot communication affects consumers' willingness to accept chatbot decisions. The study …

Using a dynamic arithmetic optimization approach to improve ridgelet neural network performance in remote sensing scene classification

2025 · Scientific Reports

This research proposes an innovative methodology for acurate remore sensing scene classification. Here, a new design of dynamic arithmetic optimization algorithm (DAOA) has been proposed to enhance the performance of a Ridgelet neural network (RNN) …