云南高校图书馆联盟文献共享服务平台- Journal of Computer and Communications

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Design and Implementation of a CRM System Based on Email Services: 《Journal of Computer and Communications》2025年第2期1-15,共15页Mingyuan Zhu; To address the current situation where many small enterprises lack efficient management of customer data, this paper proposes a design and implementation plan of a customer relationship management (CRM) system based o...; 关键词：Email Mining Customer Relationship Management Lead Management Customer Dynamics Email Archiving

Exploring Distinct Ethical Challenges Deriving from AI-RPA Technical Characteristics: 《Journal of Computer and Communications》2025年第2期16-27,共12页Jelle Tuls; Addressing the existing gap in ethical research surrounding distinct technical characteristics of Robotic Process Automation enhanced with Artificial Intelligence (AI-RPA), this analysis examines the unique ethical di...; 关键词：Robotic Process Automation Artificial Intelligence AI-RPA Digital Ethics Distinct Characteristics

Portable Software Environment for Ultrahigh-Resolution ELM Development on GPUs: 《Journal of Computer and Communications》2025年第2期28-36,共9页Dali Wang Peter Schwartz Fengming Yuan Franklin Eaglebarge Danial Riccuito Peter Thornton Chris Layton Qinglei Cao; This paper presents our endeavors in developing the large-scale, ultra-high-resolution E3SM Land Model (uELM), specifically designed for exascale computers furnished with accelerators such as Nvidia GPUs. The uELM is ...; 关键词：E3SM Land Model Ultrahigh-Resolution ELM Portable Software Environment GPU-Ready Environment

Beyond the Cloud: Federated Learning and Edge AI for the Next Decade: 《Journal of Computer and Communications》2025年第2期37-50,共14页Sooraj George Thomas Praveen Kumar Myakala; As AI systems scale, the limitations of cloud-based architectures, including latency, bandwidth, and privacy concerns, demand decentralized alternatives. Federated learning (FL) and Edge AI provide a paradigm shift by...; 关键词：Federated Learning Edge AI Decentralized Computing Privacy-Preserving AI Blockchain Quantum AI

A Maritime Document Knowledge Graph Construction Method Based on Conceptual Proximity Relations: 《Journal of Computer and Communications》2025年第2期51-67,共17页Yiwen Lin Tao Yang Yuqi Shao Meng Yuan Pinghua Hu Chen Li; The cost and strict input format requirements of GraphRAG make it less efficient for processing large documents. This paper proposes an alternative approach for constructing a knowledge graph (KG) from a PDF document ...; 关键词：Knowledge Graph Large Language Model Concept Extraction Cost-Effective Graph Construction

Construction of a Maritime Knowledge Graph Using GraphRAG for Entity and Relationship Extraction from Maritime Documents: 《Journal of Computer and Communications》2025年第2期68-93,共26页Yi Han Tao Yang Meng Yuan Pinghua Hu Chen Li; In the international shipping industry, digital intelligence transformation has become essential, with both governments and enterprises actively working to integrate diverse datasets. The domain of maritime and shippi...; 关键词：Maritime Knowledge Graph GraphRAG Entity and Relationship Extraction Document Management

The Design and Practice of an Enhanced Search for Maritime Transportation Knowledge Graph Based on Semi-Schema Constraints: 《Journal of Computer and Communications》2025年第2期94-125,共32页Yiwen Gao Shaohan Wang Feiyang Ren Xinbo Wang; With the continuous development of artificial intelligence and natural language processing technologies, traditional retrieval-augmented generation (RAG) techniques face numerous challenges in document answer precisio...; 关键词：Large Language Models Knowledge Graphs Graph Attention Networks Maritime Transportation

Numbering and Generating Quantum Algorithms: 《Journal of Computer and Communications》2025年第2期126-141,共16页Mohamed A. El-Dosuky; Quantum computing offers unprecedented computational power, enabling simultaneous computations beyond traditional computers. Quantum computers differ significantly from classical computers, necessitating a distinct ap...; 关键词：Quantum Algorithms Numbering Computable Programs Quantum Key Distribution

A Hybrid Air Quality Prediction Method Based on VAR and Random Forest: 《Journal of Computer and Communications》2025年第2期142-154,共13页Minghao Yi Fuming Lin; To improve the efficiency of air quality analysis and the accuracy of predictions, this paper proposes a composite method based on Vector Autoregressive (VAR) and Random Forest (RF) models. In the theoretical section,...; 关键词：Var Model Principal Component Analysis Random Forest Model

AI-Powered Threat Detection in Online Communities: A Multi-Modal Deep Learning Approach: 《Journal of Computer and Communications》2025年第2期155-171,共17页Ravi Teja Potla; The fast increase of online communities has brought about an increase in cyber threats inclusive of cyberbullying, hate speech, misinformation, and online harassment, making content moderation a pressing necessity. Tr...; 关键词：Multi-Model AI Deep Learning Natural Language Processing (NLP) Explainable AI (XI) Federated Learning Cyber Threat Detection LSTM CNNS

《Journal of Computer and Communications》