Pinnacle Academic Press Proceedings Series

2025 - 2025

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2025, volume 5

AI-Based Pattern Recognition and Characteristic Analysis of Cross-Border Money Laundering Behaviors in Digital Currency Transactions pp. 1-19

Aixin Kang and Xiaowen Ma

Privacy-Preserving Federated Learning Framework for Multi-Institutional Healthcare Data Analytics with Differential Privacy and Homomorphic Encryption pp. 44-55

Xiaotong Shi

Application of Artificial Intelligence in Inventory Decision Optimization for Small and Medium Enterprises: An Inventory Management Strategy Based on Predictive Analytics pp. 56-71

Jialu Wang

2025, volume 4

Empirical Analysis and Factors Influencing the Structural Adjustment of Tea Industry in Enshi pp. 1-9

Wenjin Xiang

Designing Participatory Landscapes: Integrating AI-Based Sentiment Analysis into Community-Involved Landscape Planning pp. 10-20

Tianrui Hou

Exploring the Impact of Online Education on Higher Education Students' Learning Experience in Australia pp. 21-27

Yichun Meng

The Evolution of Modernist Architecture through Recycled Multi-Material and Digital Algorithms pp. 28-37

Jiangjing Mao

Evaluating Ecological Resilience in the Yangtze River Economic Belt in China: A PSR Model-Based Spatiotemporal Analysis (2008-2018) pp. 38-48

Zhiyi Li, Lingyan Dong and Li Wang

Construction of a Digital Economy Development Model and Its Driving Effect on Regional Economic Growth: A Case Study of the Yangtze River Delta pp. 49-64

Boqin Liu

Improving the Use of English Subjunctive Mood in Remote Conditionals: A Pedagogical Framework for Chinese Learners pp. 65-72

Yuchen Zhou

Strength Regulation Strategies in Elite Volleyball Athletes: Implications for University Sports Education and Management pp. 73-82

Zhihang Bao

ESG Investment Strategies in Emerging Markets: Implementation and Effectiveness Evaluation pp. 83-95

Zexi Li

Strategic Business Decision-Making and Future Transition of Estée Lauder: From 4IR to 5IR in the Global Luxury Cosmetics Market pp. 96-105

Xiyao Jia

From Artifact to Algorithm: The Role of AI in Reimagining Curatorial Practices in Contemporary Art Museums pp. 106-115

Xintong Li

Causal Effect Analysis of Extracurricular Tutoring Based on Random Forest Propensity Score Matching: Evidence from Student Academic Performance pp. 116-125

Yangjun Lu

Construction of a Traditional Chinese Medicine Knowledge Base and Intelligent Inference for Precision Diagnosis and Treatment pp. 126-139

Yuehui Li, Yongqi Zhu and Qin Xu

Digital Transformation and ESG Rating Disagreement: A Dynamic Relationship Test Based on Panel VAR Model pp. 140-154

Jingwei Li

Application of Cell Biology and Molecular Biology Principles in Monoclonal Vaccines and Drug Delivery Systems pp. 155-169

Mikarly Zhong

Mandatory ESG Information Disclosure Policy:"Safeguarding" the Development of Green Finance-An Evolutionary Game Model Based on Local Governments and Greenwashing Behavior of Heavily Polluting Enterprises pp. 170-188

Xinyu Zou, Zhimei Ouyang and Ruoyan Dong

The Digital Translation of Soundscapes: AI Assistant Gender Performativity and the Reconstruction of Sound Meaning pp. 189-202

Xinran Feng

"I'm Forever Chinese": The Role of ICTs in Cultural Identity Maintenance among Chinese Immigrants in Transnational Families pp. 203-211

Wenjun Zhu

Digital Platform Economies and Labor Market Polarization: An Empirical Study Using Global Microdata pp. 212-230

Feite Liu

An Exploration of the Connection between Sima Xiangru's FU and Shu Cultural Elements pp. 231-240

Xincheng Ying

Remembering the City: Trauma and Modernity in Hong Kong Literature pp. 241-247

Siyang Xue

Multi-Domain Adaptation for Autonomous Driving Perception under Diverse Weather pp. 248-258

Jinghui Tan

Invisible Frontlines: Unregulated Human-Animal Interfaces and the Risk Architecture of Emerging Zoonoses pp. 259-269

Rong Liu

Optimizing Chronic Disease Self-Management Toolkit Design: A Comparative Analysis of Existing Intervention Models pp. 270-280

Zitong Zhang

Research on User Retention Management for Content-Based Media Platforms in the Algorithmic Recommendation Era pp. 281-291

Zhaoyu Wang

Research on Qianhe Flavor Industry's Brand Image Construction from the Perspective of "Brand as Management" pp. 292-299

Boxuan Liu

Skulls across Civilizations: A Comparative Study of Eastern and Western Imagery of Death in Literature and Art pp. 300-310

Shimiao Su

Research on the Performance of Zhongding Group's Acquisition of German AMK Under Strategic Transformation Objectives pp. 311-331

Ziye Li

2025, volume 3

Politeness Strategies in Conversational AI: A Cross-Cultural Pragmatic Analysis of Human-AI Interactions pp. 1-14

Xiaofei Luo

Research on E-Commerce Return Prediction and Influencing Factor Analysis Based on User Behavioral Characteristics pp. 15-28

Me Sun

Predicting Participation Behavior in Online Collaborative Learning through Large Language Model-Based Text Analysis pp. 29-42

Tianjun Mo, Zihan Li and Lingfeng Guo

Evaluation and Analysis of Chart Reasoning Accuracy in Multimodal Large Language Models: An Empirical Study on Influencing Factors pp. 43-58

Ziyi Jiang and Minghui Wang

Integration Strategies and Performance Impact of PE-Backed Technology M&A Transactions pp. 59-75

Sisi Meng, Dongchen Yuan and Dingyuan Zhang

AI-Driven Quality Assessment and Investment Risk Identification for Carbon Credit Projects in Developing Countries pp. 76-92

Daiyang Zhang and Yumeng Wang

A Real-Time Detection Framework for High-Risk Content on Short Video Platforms Based on Heterogeneous Feature Fusion pp. 93-106

Ye Lei and Zhonghao Wu

MultiStream-FinBERT: A Hybrid Deep Learning Framework for Corporate Financial Distress Prediction Integrating Accounting Metrics, Market Signals, and Textual Disclosures pp. 107-122

Liya Ge and Guoli Rao

Cloud-Enabled AI Analytics for Urban Green Space Optimization: Enhancing Microclimate Benefits in High-Density Urban Areas pp. 123-133

Zhonghao Wu, Caiqian Cheng and Chenwei Zhang

Contrastive Time-Series Visualization Techniques for Enhancing AI Model Interpretability in Financial Risk Assessment pp. 134-146

Chunhe Ni, Kun Qian, Jiang Wu and Hongbo Wang

Quantifying and Mitigating Dataset Biases in Video Understanding Tasks across Cultural Contexts pp. 147-158

Gengrui Wei and Zhuolin Ji

AI-Assisted Analysis of Policy Communication during Economic Crises: Correlations with Market Confidence and Recovery Outcomes pp. 159-173

Aixin Kang, Kai Zhang and Yuexing Chen

Research on Supply Chain Payment Risk Identification and Prediction Methods Based on Machine Learning pp. 174-189

Yilun Li, Shengjie Min and Chenyu Li

AI-Driven Computational Resource Optimization: A Hybrid Deep Reinforcement Learning Framework for Enhancing Large-Scale Model Efficiency pp. 190-203

Xiaoying Li

Attention-Based Multimodal Emotion Recognition for Fine-Grained Visual Ad Engagement Prediction on Instagram pp. 204-218

Xin Lu and Zihan Li

2025, volume 2

Improving Database Anomaly Detection Efficiency through Sample Difficulty Estimation pp. 1-11

Maoxi Li, Daobo Ma and Yingqi Zhang

Distributed Batch Processing Architecture for Cross-Platform Abuse Detection at Scale pp. 12-27

Hongbo Wang, Kun Qian, Chunhe Ni and Jiang Wu

Data Quality Challenges and Governance Frameworks for AI Implementation in Supply Chain Management pp. 28-43

Chenyao Zhu, Jing Xin and Toan Khang Trinh

LLM-Enhanced Cultural Sensitivity Detection in Games Localization: A Comparative Framework for Multimedia Content pp. 44-59

Chenwei Zhang, Chaoyue Jiang and Pengfei Li

Analyzing Foreign Investment Patterns in the U.S. Semiconductor Value Chain Using AI-Enabled Analytics: A Framework for Economic Security pp. 60-74

Chengru Ju and Guoli Rao

AI-Enhanced Cultural Resonance Framework for Player Experience Optimization in AAA Games Localization pp. 75-87

Chaoyue Jiang, Hongbo Wang and Kun Qian

Enhancing Collaborative Video Note-Taking: A Mixed-Methods Study of Tagging and Formatting Strategies pp. 88-95

Jingru Xie

Fine-Grained Action Analysis for Automated Skill Assessment and Feedback in Instructional Videos pp. 96-107

Gengrui Wei, Xu Wang and Zhong Chu

APAC-Sensitive Anomaly Detection: Culturally-Aware AI Models for Enhanced AML in U.S. Securities Trading pp. 108-121

Dongchen Yuan and Daiyang Zhang

Research on Cloud Storage Data Access Control Based on the CP-ABE Algorithm pp. 122-129

Yu Pan

Research on Application of Big Data Mining and Analysis in Image Processing pp. 130-136

Jialu Yan

Research on Intelligent Code Search Technology Based on Deep Learning pp. 137-143

Anyi Chen

Research on the Design and Implementation of an App Recommendation System Based on User Behavior pp. 144-152

Yue Xu

Research on the Demand Hierarchy of E-Commerce Products Based on Text Mining and the IPA-KANO Model pp. 153-159

Anyi Chen

Research on the Design of Modern Distance Education System Based on Agent Technology pp. 160-169

Le Xiu

DeepTriage: A Real-Time AI Decision Support System for Emergency Resource Allocation in Mass Casualty Incidents pp. 170-182

Zejun Cheng