JoWUA

Volume 17

GIS Based Analysis of Urban Street Network Evolution and Morphological Patterns in Kufa City

Authors: Dr. Ahmed Yahya Abd Abbas, Safaa M. Almudhafar, and Dr. Basim A. Almayahi

DOI: 10.58346/JOWUA.2026.I2.046

Pages: 821-839

Keywords: GIS Analysis, Street Networks, Urban Morphology, Kufa City, Spatial Mapping, Urban Planning, Geospatial Modeling.

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Development of a Context-Aware Adaptive Learning Model for Personalized E-Learning Experiences in Dynamic Educational Environments

Authors: Shakhboz Meylikulov, Unarbek Edilboyev, Dilafruz Ismatova, Odiljon Qobilov, Dilnavoz Nematova, Shohruh Abdiraimov, and Shaxnoza Allayorova

DOI: 10.58346/JOWUA.2026.I1.046

Pages: 838-851

Keywords: Context-aware Learning, Adaptive E-learning, Personalised Education, Learning Analytics, Dynamic Learning Environments, Educational Data Mining, Context Adaptation.

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Latency-Aware Edge Computing Architecture for Real-Time Immersive Learning in AR/VR-Enabled Smart Classrooms

Authors: Nilufar Kholmatova, Dilfuza Gafforova, Khilola Gofurova, Zoxidakhon Djumayeva, Mashkhura Yuldasheva, Zulkhumor Shukurova, and Gulbahor Qurbonova

DOI: 10.58346/JOWUA.2026.I2.047

Pages: 840-857

Keywords: Edge Computing, Augmented Reality, Virtual Reality, Latency-Aware Architecture, Smart Classrooms, Task Scheduling, Immersive Learning.

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A Deep Learning Face Recognition System Using Multivariate Features and Stacked Attention LSTMs

Authors: U.S. Pavitha, and Dr.K.V. Suma

DOI: 10.58346/JOWUA.2026.I1.047

Pages: 852-869

Keywords: Facial Recognition, Multicovariant Feature Extraction, Stacked Attention LSTM Model, CelebA, CASIA-WebFace Datasets.

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HIDRA-Rec for Web-Scale Ubiquitous Context-Aware Intelligent Recommendation with Hierarchical Diffusion and LLM-Guided Streaming Adaptation

Authors: S.P. Smitha, and Dr.K.S. Harishkumar

DOI: 10.58346/JOWUA.2026.I2.048

Pages: 858-874

Keywords: Sequential Recommendation, Context-Aware Recommendation System, Hierarchical Graph Neural Network, Diffusion-Based Interest Modeling, Large Language Model (LLM) Integration, Knowledge Distillation, Distribution Shift Adaptation.

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Adaptive Curriculum Learning for Efficient Domain-Specific Fine-Tuning with Parameter-Efficient Strategies in LLMs

Authors: G. Srinivasa Raju, Dr.A. Sri Krishna, and Dr. Malijeddi Murali

DOI: 10.58346/JOWUA.2026.I1.048

Pages: 870-894

Keywords: Adaptive Curriculum Learning, Parameter-Efficient Fine-Tuning, Large Language Models (LLMs), Domain-Specific Fine-Tuning, Computational Efficiency, Training Efficiency, Model Adaptation.

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Real Time CNN LSTM Attention-Based Intrusion Detection Pipeline for IoT Smart Home Gateways with Design Implementation and Throughput Analysis

Authors: S. Karthikeyan, Dr.G.R. Harish Kumar, Dr.T. Ganesh Kumar, and Dr.T. Poongodi

DOI: 10.58346/JOWUA.2026.I2.049

Pages: 875-893

Keywords: IoT Smart Home Security, Real-Time Intrusion Detection, CNN-LSTM-Attention, Deep Learning, Network Security, IoT Gateway, False Positive Rate, CICIDS-2017.

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AgriLens-Net A Dual Stream Transfer Learning Framework with Multi-Modal Fusion for Real-Time Cotton Leaf Disease Diagnosis and Severity Grading

Authors: M. Dhanalakshmi, Dr. Bidush Kumar Sahoo, and Dr. Rajendra Kumar Ganiya

DOI: 10.58346/JOWUA.2026.I2.050

Pages: 894-910

Keywords: Cotton Leaf Disease Detection, Dual-Stream Transfer Learning, Cross-Attention Fusion, Severity Grading, Real-Time Edge Inference, EfficientNetV2, Multi-Task Learning.

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Deep Contextual Representation Learning for User Behaviour Prediction in E-Commerce Recommendation

Authors: S.P. Smitha, and K.S. Harishkumar

DOI: 10.58346/JOWUA.2026.I1.049

Pages: 895-918

Keywords: Recommendation System, E-commerce, User Behaviour Prediction, Deep Contextual Representation Network, Collaborative Filtering, Graph Neural Networks, Behavioural-Semantic, Artificial Intelligence.

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Self-Evolving Neural Policy Algorithm for Adaptive AR/VR Interfaces to Enhance Cognitive and Behavioral Engagement on Wearables

Authors: Aynisa Musurmonova, Nafruza Azizova, Shohida Buzrukova, Asroriddin Kasimov, Laylo Sultanova, Kamolidin Mamadaliev, Sevara Jumanova, and Kholida Tojiyeva

DOI: 10.58346/JOWUA.2026.I2.051

Pages: 911-930

Keywords: Adaptive AR/VR Interfaces, Wearable Computing, Neural Policy Learning, Cognitive Engagement, Reinforcement Learning, Edge Intelligence.

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