Vol. 1 No. 3 (2026): Journal of Data Intelligence and AI Systems

View Vol. 1 No. 3 (2026): Journal of Data Intelligence and AI Systems

Published: 2026-06-01

Articles

Adaptive Model Compression and Dynamic Inference for Large-Scale Generative AI in Industrial IoT

Zhenyun Wan, Rowan Bennett, Francesco Therntan, Alessandro A. Jones (Author)
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Reinforcement Learning for Personalized Dialogue Generation in Intelligent Assistants

Grenden Perkins (Author)
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Multimodal Reasoning Optimization for Resource-Constrained Large Language Models

Mertins Rowman, Anend Rasu (Author)
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Aspect-Based Sentiment Analysis for Customer Reviews Using Contextual Representation Learning

Mikkel L. Young, Eduard Remeas (Author)
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Edge-Based AIGC Framework for Smart Manufacturing: Lightweight Visual Generation and Industrial Knowledge Integration

Mason Beailay, Bruca Crewfard (Author)
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Cross-Domain Transfer Learning for Robust Sentiment Classification in Low-Resource Settings

Yiminglong Deng, Darshan J. Mittal, Harish Gealkarni, Bastian C. Adams (Author)
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Goal Escalation, Risk Preferences, and Algorithmic Management in Gig Labor Markets

Antonio D. Marsh, Neathan Voga (Author)
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Dynamic Incentive Design for Gig Workers: Integrating Behavioral Economics and Reinforcement Learning

Warren Howard (Author)
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AI-Enhanced Personality Modeling: Integrating Natural Language Understanding and Human Behavioral Signals for Adaptive Human-Computer Interaction

Zachary R. Morales, Luceas Teairry (Author)
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Explainable Sentiment Analysis with Attention-Based Evidence Extraction for Legal Text

Thomas R. Gchmidt, Qinglei Sun, Ashwin R. Saxena (Author)
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AI-Augmented Earnings Targets and Worker Engagement in Last-Mile Delivery Platforms

Suoyan Tao, Walid Schmidt, Darren Lehtonen, Peakish Chekraborty (Author)
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Automated Scientific Literature Understanding Using Alignment-Aware Language Models

Brendan Dunn (Author)
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Domain-Adaptive Sentiment Analysis for Financial News and Investor Opinions

Aakash Rubey, Dean Cutler (Author)
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Context-Aware Autonomous Driving Decision Support System Based on Personalized Environmental Information Retrieval

Aahwen Dasai, Shuting Wei (Author)
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Efficient Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Pavel Perkins, Pierre Vega (Author)
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Deep Learning-Based Discovery of Governing Equations for Complex Climate Systems and Extreme Weather Prediction

Edwin C. May, Ajay Bose, Haoyuzhu Peng (Author)
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AI-Enhanced Biomedical Literature Retrieval via Large Language Models and Researcher Preference-Aware Semantic Matching

Anil Mehra, Martins C. Russell (Author)
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Federated Multimodal Learning for Collaborative Edge Intelligence in Smart Cities

Jordan Geanzalez, Hufan Cheng, Nathan L. Hamilton (Author)
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Digital Twin-Driven Precision Irrigation and Crop Health Monitoring Using Multisource Remote Sensing Data

Ansiyuan Hu (Author)
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Emotion-Aware Recommendation Systems Using Sentiment Representation Learning and User Behavioral Modeling

Themas A. Evians, Deam Freanklain, Cisor Fiolds (Author)
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Generative World Models for Autonomous Navigation in Dynamic and Uncertain Environments

Zihai Dong, Tomethy Sams (Author)
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Large Language Model-Augmented Contrastive Learning for Fine-Grained Text Emotion Understanding

Yinglon Yan, Brent R. Becker, Enzo Sorensen (Author)
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LLM-Guided Semantic Rule Mining for Automated Cybersecurity Threat Intelligence Extraction

Cody Gustafsson, Anish K. Nukharjee, Cady Nershell, Hugo White (Author)
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Personalized Sentiment Analysis for Recommendation Systems Based on User Preference Modeling

Quentin A. Marshall, Jesper Carr (Author)
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Hardware–Algorithm Co-Design for Large-Scale Generative AI on Domestic AI Accelerator Architectures

Lerais Whiter (Author)
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Explainable Graph Neural Networks for Interpretable Fraud Pattern Discovery in Large-Scale Financial Networks

Paul L. Gutierrez (Author)
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Human-Centered AI Design for Adaptive Virtual Assistants Based on User Identity Modeling and Context-Aware Dialogue Systems

Reanold Burns (Author)
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Behavioral Mechanism Design for Trustworthy Capacity Sharing in Data-Driven Supply Chains

Viktor Carpenter (Author)
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Safety-Aware Text Generation through Reward Modeling and Alignment Optimization

Ralph A. Cook, Bastian Mills, Rcatt Gvans (Author)
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Sentiment-Aware Fake News Detection via Joint Semantic and Emotional Representation Learning

Vinay Narayan, Peauil Rush, Bruce R. Andrews (Author)
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Behavioral Operations Strategies for Managing Worker Effort with AI-Based Goal Contracts

Zongtan Mao (Author)
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Graph Neural Network-Based Personalized Tourism Recommendation with Contextual User Preference Modeling

Fernando Salonen, Fernando White, Krish Mittal, Reuben Cahean (Author)
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Intelligent Legal Document Retrieval via LLM-Based User Intent Understanding and Personalized Knowledge Modeling

Keting Ding (Author)
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Graph-Based Multimodal Learning for Scientific Knowledge Discovery and Cross-Modal Evidence Reasoning

Jaffriy Barry, Bastian Nieminen (Author)
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Graph Neural Network Enhanced Sentiment Classification: Modeling Semantic Relationships in Large-Scale Text Data

Ishean D. Pendey, Vijey Ahejair, Meattieo Bell, Verun Mialhetra (Author)
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Physics-Aware Digital Twin Reconstruction from Vision Streams Using Feature-Aligned Neural Scene Representations

Tamethy Yeung, Sven R. Clark, Jend Haghes (Author)
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Interactive World Models for Autonomous UAV Navigation and Real-Time Environmental Understanding in Complex Urban Scenarios

Jesse Mills, Quentin Eriksson, Giorgio Perkins (Author)
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Generative AI-Assisted Self-Regulation and Performance Improvement in Online Labor Platforms

Yijin Lei, Taopeng Zou (Author)
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Learning Worker Motivation Through Digital Traces: Goal Formation and Labor Supply Responses

Nils Mendoza, Massimo Simpson (Author)
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Generative AI-Enhanced Demand Forecasting and Capacity Sharing in Resilient Manufacturing Systems

Walid R. Hunt, Pankaj Pillai, Rivan Cawe, Mertin Gragery (Author)
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Causal Representation Learning for Explainable Embodied Decision-Making with Interactive World Models

Xingjia Cui, Blake C. Clark, Frencis Wills (Author)
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Interactive 3D Scene Understanding and Reasoning for Vision-Language Navigation

Larry Getiarroz, Yongling Jia, Trey Doy (Author)
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Machine Learning-Driven Prediction of Residential VOC Emissions from Building Materials and Associated Population Health Risks

Neathen Backier, Edraien Greem (Author)
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Multimodal Artificial Intelligence Framework for Intelligent Inspection and Risk Assessment in Smart Manufacturing Environments

Manoj M. Batra, Lucas D. Larsen (Author)
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Knowledge Graph-Augmented Top-k Pattern Discovery for Intelligent Supply Chain Anomaly Detection and Decision Support Systems

Tarun Senaght, Lars Carpenter, Sergei White (Author)
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Predictive Analytics for Burnout Prevention Through Dynamic Goal Adjustment in Gig Work

Xinyuxiao Zheng, Ole L. Gutierrez, Maeguel M. Ray (Author)
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Social Comparison, Algorithmic Rankings, and Goal Achievement in Gig Economy Platforms

Arun M. Menon, Scott Fernandez, Leonard Thornton (Author)
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Physics-Informed Artificial Intelligence for Predicting Operando Electronic State Evolution and Oxygen Evolution Activity in Transition-Metal Oxide Catalysts

Jorge A. Lindgren, Leonard Murray, Jase Ellen (Author)
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Knowledge Graph-Driven Trust Evaluation for Cross-Enterprise Capacity Collaboration

Beqang Zhang, Lecas Welters, Bjorn Ray (Author)
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Evolutionary Game Analysis of Trust Emergence in Platform-Based Capacity Sharing Markets

Viktar Woods (Author)
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Sentiment Analysis for Healthcare Text Data: An AI Framework for Patient Feedback Understanding and Clinical Decision Support

Arun R. Sinha (Author)
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Smart Manufacturing Decision Support Using LLM-Based Domain Knowledge Memory and Industrial Query Intent Analysis

Gaolong Duan, Bnish Mair (Author)
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Neuromorphic Edge Intelligence for Low-Latency Multimodal Generative Computing in Autonomous Systems

Semuel Mieles, Weyne Cerlsen, Claudio Perry, Viktor A. Webb (Author)
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Reinforcement Learning-Based Bankroll Management for Football Lottery Investments: A Risk–Return Optimization Framework

Terun Ray (Author)
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Trust Dynamics and Adaptive Contract Design for Autonomous Supply Chain Coordination

Hacter Alvariz, Manav Sahe, Terun Thekur (Author)
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Predictive Analytics and Reciprocity Incentives for Capacity Flexibility in Global Production Networks

Jicak Welfer, Niklas R. Parker (Author)
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Trustworthy Edge Generative AI: A Safety and Robustness Evaluation Framework for On-Device Image Synthesis Models

Nils Noalk, Danfu Sun (Author)
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