Pinnacle Academic Press Proceedings Series

2025 - 2026

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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

2025, volume 1

Peace Journalism as an Alternative to Conflict-Focused Media: Enhancing Diverse Voices and Providing Context for Conflict Understanding pp. 1-4

Zeling Chen

Exploring the Influencing Factors of Life Expectancy in Various Regions of China based on Multiple Linear Regression pp. 5-17

Zixuan Yang

Integrating Diversity and Innovation: The Growth and Practice of Educational Philosophy pp. 18-22

Yiwei Guo

A Study on the Translation of Station Names of Guangzhou Metro Lines through Functional Translation Theory pp. 23-30

Lizhen Liang

Positive and Negative Pairings: A Soft Intervention Focused on Reducing Aggression in Narcissistic Personality Adolescents to Reduce Bullying in Schools pp. 31-36

Jiayi Zhou

Knowledge Mapping of Female Image Research from the Perspective of Journalism and Communication Studies pp. 37-44

Yunxin Zhang

Cross-Cultural Perspective on Wyndham Brand's Online Promotion in China: Exploring and Optimizing the Potential of Online Operations at Home and Abroad pp. 45-52

Haotian Zhang and Guiting Fan

Green Supply Chain Management and Firm Performance in the Digital Era pp. 53-59

Haoran Li

Analysis of Optimization Strategies for Big Data Storage and Processing in Cloud Computing Environment pp. 60-65

Huayu Liu

Enhancing Polynomial Function Education in Secondary Mathematics through Python-Based Computational Tools: A Dual Approach to Theoretical Learning and Practical Application pp. 66-71

Yixuan Li

A Study of the Relationship between Appearance Anxiety and Social Media Influence among Chinese Female High School Students pp. 72-81

Yunkun Song, Xiaohui Zhong, Yizhou Gao and Pu Sang

Experimental Insights into Small-Scale Dishonesty: Contextual and Incentive-Driven Dynamics pp. 82-89

Jiamin Yu, Jiaojiao Xu and Ting Ji

Advertising as a Catalyst: The Role of Commercial Press in Shaping Consumer Culture in Republican Guangzhou pp. 90-98

Zibo Tang

Critical Analysis of Cultural Representations in Chinese College English Textbooks: Student Perceptions and Implications for Intercultural Communication pp. 99-113

Chenxi Xiong

Applications of the Counterfactual Method to Problems in Number Theory pp. 114-120

Weisi Tang and Yunkun Song

The Construction of Immigration Community in Immigration Cinema under the Perspective of Nomadology pp. 121-132

Hetong Wang

The Paradox of Social Security: The Distribution of Costs and Benefits pp. 133-143

Zhixiong Wang and Huajie Liu

Big Data and Artificial Intelligence in the Transportation Economy pp. 144-150

Jiayi Ma

China-ASEAN Relations in the South China Sea Dispute: Development Prospects and Paths for Cooperation pp. 151-157

Xingyi Ju

Personal Extreme Violent Crimes: Typologies, Offender Profiles, and Innovative Prevention Frameworks for Public Security Agencies pp. 158-169

Ziyue Guo

Research on the Impact of Controlling Shareholders' Equity Pledges on Firm Performance from the Perspective of Corporate Governance pp. 170-184

Zemiao Wang

Research on Enterprise Tax Risk Control and Planning Strategy Based on Big Data Technology pp. 185-190

Zihao Xu

Study on the Promotion of Regional Commercial Prosperity and Its Long-Term Mechanism-Taking Henglong Jinzun Square as an Example pp. 191-197

Jiawei Huang

Forecasting Market Timing Strategies for CSI 300 ETF Using Multiple Linear Regression and Economic Indicators pp. 198-210

Zinuo Ou

From Artifacts to Interactivity: Optimizing Museum Outreach through Technology and Inclusivity pp. 211-216

Mian Wei

Study on the Difficulties and Innovative Countermeasures of Killing Copyright Protection for Immersive Live Action Scripts pp. 217-223

Wenqi Jia

Application and Innovation of Logistics Technology in Warehousing and Distribution Management pp. 224-229

Siyu Ji

Optimization of Supply Chain Operation for Agricultural Products under the Development of Big Data in Taiyuan City pp. 230-242

Ke Lu

Education and Economic Development in Nepal: A Comprehensive Analysis and Case Study of Religion-Backed Schooling pp. 243-255

Runyu Zhao

Research on the Promotion of Commercial Complex to Regional Commercial Prosperity and Its Long-Term Mechanism pp. 256-263

Jiawei Huang

Redefining Family in Taiwan: The Impact of Same-Sex Marriage Legalization on Household Structures and Gender Roles pp. 264-272

Runjia Zhou

The Marxist Feminism as a Historiographical Framework in the Second Wave of Feminism: A Critical Analysis pp. 273-282

Di Hu

Consumer Confidence and Asset Returns pp. 283-288

Yulei Zhou

The Flourishing Development of Hip-Hop Music from a Sociolinguistic Perspective pp. 289-295

Yukun Han