No. 12, 2025 - Official site of Journal of Application Research of Computers

Dec. 2025

Volume 42, Issue 12, Total Issue 410

Support Open Access

Social Heterogeneous knowledge guided multi-behavior sequential recommendation method

Li Qingqing Chen Lei

sequential recommendation multi-behavior social Heterogeneous temporal knowledge graph

doi: 10.19734/j.issn.1001-3695.2025.05.0133

Synaptic weight-delay learning algorithm for recurrent spiking neural networks based on spike train kernel

Wang Xiangwen Ding Shaoxuan Zou Li Fan Jingxing

recurrent spiking neural network supervised learning synaptic delay learning

doi: 10.19734/j.issn.1001-3695.2025.04.0134

Evolution of privacy protection in recommendation systems: technical advancements, evaluation frameworks, and synergistic development of privacy and utility

Wang Bin Wang Chang Lyu Linghui Liu Yutao Zhang Lei

privacy protection recommender system differential privacy

doi: 10.19734/j.issn.1001-3695.2025.04.0135

Review of research on fake news detection based on multimodal dynamic graph learning

Yang Yu Guo Rui Gao Minna Wang Yifan Lu Yaolin

fake news detection multimodal Fusion dynamic graph learning

doi: 10.19734/j.issn.1001-3695.2025.04.0136

Multimodal hate meme detection based on fusion of causal mask control and counterfactual intervention mechanism

Xu Chao Pu Yue Chen Yong Sun Kaili

multimodal learning hate meme detection causal relationship

doi: 10.19734/j.issn.1001-3695.2025.04.0137

Sentiment analysis of multimodal adaptive feature fusion based on adversarial training

Feng Guang Huang Rongcan Zhou Yuanhua Xiang Feng Yang Yanru Zheng Runting Liu Tianxiang Li Weichen

adaptive weights adversarial training multicategorization

doi: 10.19734/j.issn.1001-3695.2025.05.0138

Data pruning method based on consistency committee of small-scale heterogeneous language models

Wang Kaiwen Wang Yunzhe Tan Wei Fu Qiming Lu You Chen Jianping

large language model data pruning multi-model committee

doi: 10.19734/j.issn.1001-3695.2025.05.0139

Quantum key agreement protocol based on non-local orthogonal product states

He Yefeng Gao Yuan Du Xiaoyu

quantum cryptography quantum key agreement mutual identity authentication

doi: 10.19734/j.issn.1001-3695.2025.04.0140

Secure shuffling and verifiable poisoning-resistant federated learning framework

Li Gongli Dong Zhixiang Liu Denghui Zhang Zhe

federated learning poisoning attack dual-domain secret sharing

doi: 10.19734/j.issn.1001-3695.2025.04.0141

Heterogeneity aware adaptive federated security aggregation method

Li Xiaohui Wang Chao Wang Shiyuan Zhang Xing Lan Jie

heterogeneity awareness metric privacy interquartile range

doi: 10.19734/j.issn.1001-3695.2025.04.0142

Feature aggregation cross-modality person re-identification method driven by frequency domain spatial information

Jin Jing Zhu Chuanbin Zhai Fengwen

cross-modality person re-identification data augmentation

doi: 10.19734/j.issn.1001-3695.2025.04.0143

Visual positioning technique based on water pattern recognition

Liu Baichuan Ming Li Lu Peng Shang Kejun

weakly textured environment water pattern recognition image matching

doi: 10.19734/j.issn.1001-3695.2025.04.0144

Line pattern recognition method of paper engineering drawing based on swin-pidnet

Zhu Wenbo Chen Longfei Chi Yulun

pidnet swin transformer line pattern recognition

doi: 10.19734/j.issn.1001-3695.2025.04.0145

Unsupervised industrial anomaly detection via integrated reconstruction and segmentation networks

Wang Ruochen Zhou Yi

anomaly detection unsupervised multi-scale features

doi: 10.19734/j.issn.1001-3695.2025.03.0146

3D MRI brain tumor segmentation method based on Mamba-Unet architecture

Zhang Ye Niu Datian

deep learning MRI brain tumor segmentation polyhedron convolution

doi: 10.19734/j.issn.1001-3695.2025.03.0147

Monocular 3d lane detection for intelligent driving in complex road scenarios

Lou Lu Hu Zhenkun Wei Wenjie Shen Yi Wei Hanbing

autonomous driving dynamic snake convolution bird's-eye-view

doi: 10.19734/j.issn.1001-3695.2025.03.0148

Multirelay: dynamic multi-relay chain cross-chain scheme for cloud-edge-end architecture

Wang Jinsong Li Yi Shi Kai Zhao Zening

blockchain cloud-edge-end architecture relay chain

doi: 10.19734/j.issn.1001-3695.2025.04.0091

Ris-assisted multi-cell wireless information and energy cooperative transmission scheme

Ding Yunqi Chen Donghua Chen Jiafan Liu Shilong

reconfigurable intelligent surface non-line of sight transmission simultaneous wireless information and power transfer

doi: 10.19734/j.issn.1001-3695.2025.05.0149

Measurement-based quantum network coding on 2d cluster states

Yang Wenling Li Zhenzhen Gao Bo Li Zichen

quantum network coding measurement-based quantum computation cluster state

doi: 10.19734/j.issn.1001-3695.2025.05.0150

Path planning algorithm for mobile robots based on dual-layer fuzzy control and improved genetic algorithm

Tian Min Wu Xiaofeng

improved genetic algorithm path planning two-tier fuzzy control system

doi: 10.19734/j.issn.1001-3695.2025.06.0151

Chinese named entity recognition method based on Biaffine mechanism and lexical enhancement

Zhang Runmei Wang Mingxi Chen Zhong

Chinese named entity recognition multilevel word enhancement biaffine mechanism

doi: 10.19734/j.issn.1001-3695.2025.05.0152

Enhanced gray wolf algorithm is proposed to solve flexible job-shop dynamic scheduling problems

Chen Xuefen Ye Chunming An Xicai Liu Zijun Zhang Shuman Yan Jinhui Tang Tianyu

flexible shop scheduling problem dynamic scheduling grey wolf algorithm

doi: 10.19734/j.issn.1001-3695.2025.04.0153

Improved ivy algorithm to solve two-echelon location routing problem of agricultural products transportation

Yu Xinchao Dai Yongqiang Liu Huan

agricultural product logistics open transportation routes two-echelon location-routing problem

doi: 10.19734/j.issn.1001-3695.2025.05.0154

Interactive recommendation method combining text enhancement and deep reinforcement learning

Zhang Xiaoyu Mei Hongyan Hu Siyu Zhao Entong

textual information multi-head attention mechanism deep reinforcement learning

doi: 10.19734/j.issn.1001-3695.2025.04.0155

Multi-dimensional features graph convolutional network knowledge tracing

Fu Rui Li Xiaolan Xu Yan He Baidan Zhang Daqiang

knowledge tracing graph convolutional network ternary interaction graph

doi: 10.19734/j.issn.1001-3695.2025.06.0156

Feature selection of time-series neighborhood based on dtwm metric

Yang Xuan Wang Xiaowan Hu Lingzhi Wu Di

feature selection high-dimensional time-series data DTWM metric

doi: 10.19734/j.issn.1001-3695.2025.05.0157

Research on vehicle lane-changing intention prediction in expressway scenarios

Huang Haifeng Huang Deqi Huang Deyi Liu Zhenhang

lane change intention identification graph attention network(gatv2) graph convolutional network(gcn)

doi: 10.19734/j.issn.1001-3695.2025.05.0158

Photovoltaic power prediction based on finite scalar quantization and staged cross-modal attention fusion

Zhang Haiqing Liu Jialing Tang Dan Xiang Xiaoming Yang Dong Guo Benjun

photovoltaic power prediction multi-modal fusion information alignment

doi: 10.19734/j.issn.1001-3695.2025.05.0159

Human-ai cooperative creation of multimodal interactive content via large language models

Zhao Yunlong Hu Chengpeng Lan Wenxing Yuan Bo Liu Jialin

automatic game creation procedural content generation large language model

doi: 10.19734/j.issn.1001-3695.2025.05.0160

Automatic detection method of API access control vulnerability based on dynamic behavior chain and session mutation

Ren Guanrong Gao Jian Hu Siju

API security access control vulnerability dynamic behavior Chain

doi: 10.19734/j.issn.1001-3695.2025.04.0162

Image segmentation method for adaptive region growing coupled neural p systems

Xu Jiachang Ye Xuxiu

image segmentation golden jackal optimization coupled neural p systems

doi: 10.19734/j.issn.1001-3695.2025.06.0163

Beamforming and power control for active ris-enabled networks

Lei Fang Chen Chuanyang Hu Xin

reconfigurable intelligent surface multiplicative fading weighted sum-rate

doi: 10.19734/j.issn.1001-3695.2025.05.0164

Decentralized cross-chain bridge protocol with dynamic evaluation

He Yaxuan Tang Chunming Deng Zhihong Li Taotao

cross-chain protocol decentralized verification dynamic reputation evaluation

doi: 10.19734/j.issn.1001-3695.2025.06.0165

Fundamental numerical computational modeling based on adaptive loop attractor networks

Chen Xinyu Chen Zugang

head direction cells adaptive neural networks hebbian learning

doi: 10.19734/j.issn.1001-3695.2025.05.0166

Attribute reduction algorithm based on inter-class tolerance classes in incomplete decision systems

Chen Chunyuan Yin Feng Wu Liangkun

attribute reduction incomplete decision system inter-class tolerance classes

doi: 10.19734/j.issn.1001-3695.2025.04.0167

Multi-dimensional feature fusion and residual-enhanced learning for traffic flow prediction

Zhang Zhenlin Guo Huijie Dou Tianfeng Qi Kaiyuan Wu Dong Qu Zhijian Ren Chongguang

traffic flow prediction dynamic graph convolutional network feature Fusion

doi: 10.19734/j.issn.1001-3695.2025.06.0168

Nested named entity recognition with global pointer network and contrastive learning

Liu Ji Xie Jingcheng

named entity recognition nested entities global pointer network

doi: 10.19734/j.issn.1001-3695.2025.04.0169

Multi-view neighbor contrastive learning for node classification

Liu Junlong Dong Jizhou Wang Yidan

graph contrastive learning node classification graph neural network

doi: 10.19734/j.issn.1001-3695.2025.05.0170

Causal discovery-based root cause analysis for business process concept drift

Shang Xinyu Lu Ke Fang Xianwen

business processes event log process mining

doi: 10.19734/j.issn.1001-3695.2025.06.0171

Graph contrastive learning recommendation algorithm based on gradient-aware graph augmentation

Hu Jichao Hu Xiyao Li Huanzhe

recommender system graph contrastive learning graph augmentations

doi: 10.19734/j.issn.1001-3695.2025.05.0172

About the Journal

Application Research of Computers Monthly Journal
Journal ID ISSN 1001-3695
CN 51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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The Second National Periodical Award 100 Key Journals
Double Effect Journal of China Journal Formation
the Core Journal of China (Peking University 2023 Edition)
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Journal of China Computer Federation
2020-2022 The World Journal Clout Index (WJCI) Report of Scientific and Technological Periodicals
Full-text Source Journal of China Science and Technology Periodicals Database
Source Journal of China Academic Journals Comprehensive Evaluation Database
Source Journals of China Academic Journals (CD-ROM Version), China Journal Network
2017-2019 China Outstanding Academic Journals with International Influence (Natural Science and Engineering Technology)
Source Journal of Top Academic Papers (F5000) Program of China's Excellent Science and Technology Journals
Source Journal of China Engineering Technology Electronic Information Network and Electronic Technology Literature Database
Source Journal of British Science Digest (INSPEC)
Japan Science and Technology Agency (JST) Source Journal
Russian Journal of Abstracts (AJ, VINITI) Source Journals
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