International Journal of Web of Multidisciplinary Studies

Navigating Agricultural Transitions: A Rural Sociological Analysis of Traditional versus Modern Farming Practices and Livelihood Implications

Sanjukta Das (Author)

Keywords: Traditional farming, Modern agriculture, Rural farmers, Socio-economic impact, Sustainable agriculture, Productivity,
DOI: https://doi.org/10.71366/ijwos021298935

Published Date: 2025-12-06 Page No.: 13-20

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AI System for Monitoring Mental Health from Text

Ronit Kumar, Sagar Choudhary, Priyanshu Kumar, Pushpendra Kumar, Sundram Kumar (Author)

Keywords: AI, Mental Health, NLP, Sentiment Analysis, Emotion Detection, Text Classification, Depression Detection, Anxiety Detection, Machine Learning.
DOI: .

Published Date: 2025-12-06 Page No.: 21-33

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The Gig Economy in India: Threats and Implications for Regular Employment in the Context of the 2025 Labour Act Reforms

Neelam Sharma (Author)

Keywords: Gig economy, Platform work, Regular employment, Labour market transition, Labour Codes 2025, Social Security, Job displacement, Digital labour platforms, Employment security
DOI: https://doi.org/10.71366/ijwos021214366

Published Date: 2025-12-06 Page No.: 34-41

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A STUDY ON IMPACT OF SIP (SYSTEMATIC INVESTMENT PLAN) ON LONG TERM WEALTH CREATION

Sonakshi K M, Prathap B N (Author)

Keywords: Digital Payment, Spending Behavior, Impulsive Buying, Cashless Effec
DOI: .

Published Date: 2025-12-06 Page No.: 42-52

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Explainable AI: A Framework for Enhancing Transparency in Deep Learning Models

Shivam Raj, Sagar Chaudhary (Author)

Keywords: Explainable AI, XAI, interpretability, SHAP, LIME, Grad-CAM, counterfactual explanations, deep learning, model transparency.
DOI: .

Published Date: 2025-12-06 Page No.: 53-66

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Bharatiya Nagarik Suraksha Sanhita (BNSS) and the Future of Criminal Procedure

Vanshika Shukla (Author)

Keywords: Bharatiya Nagarik Suraksha Sanhita, Criminal Procedure Reform, Forensic Investigation Mandates, Speedy Justice Timelines, Victim-Centric Procedures.
DOI: https://doi.org/10.71366/ijwos021239910

Published Date: 2025-12-06 Page No.: 67-74

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Invisible Costs of Mobility: A Rural Sociological Analysis of Migration, Social Disruption, and Left-Behind Family Vulnerability in India

Sanjukta Das (Author)

Keywords: Internal migration, left-behind families, rural India, remittances, social impact, education, health, gender.
DOI: https://doi.org/10.71366/ijwos02107415

Published Date: 2025-12-06 Page No.: 75-80

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MGNREGA and Rural Social Stratification: An Analysis of Income Security and Inclusion Dynamics Among Marginalized Communities in Rural India

Sanjukta Das (Author)

Keywords: MGNREGA; Rural Income; Social Inclusion; Women’s Participation; SC/ST Employment
DOI: https://doi.org/10.71366/ijwos021247089

Published Date: 2025-12-06 Page No.: 81-89

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A Study of Operating Leverage and Profitability for Selected Cement Industry in India

Dr. D. SILAMBARASAN, D. JAYANTHAN, Dr. U. KALVIKKARASI, Dr. R. RAJA, silambu sathya (Author)

Keywords: Operating Leverage, Profitability
DOI: https://doi.org/10.71366/ijwos021229253

Published Date: 2025-12-06 Page No.: 90-94

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Title: Bilingual Challenges in Early Childhood Education: Issues, Causes, and Interventions for Pre-Primary and Primary Students in Bangladesh

Mahmuda Munni Akter (Author)

Keywords: Keywords Bilingualism, Early Childhood Education, Pre-Primary Education, Primary Education, Bangladesh, Language Learning Challenges, Pedagogical Interventions
DOI: .

Published Date: 2025-12-09 Page No.: 95-98

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Campus Track: Intelligent Lost and Found Application

Ankit Kumar, Sagar Choudhary, Yash Mishra (Author)

Keywords: Lost and Found System, Web Application, Campus Management, User Authentication, Data Security, Community Engagement, Distributed Systems, Spring Boot, My SQL, React.
DOI: .

Published Date: 2025-12-09 Page No.: 99-114

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Advanced Wildfire Detection Framework Using Multi-Source Satellite Imagery and Hybrid Deep Learning with Blockchain Verification

Amit Pal, Sagar Choudhary, Sneha Kurmi, Paritoshima, Akhilendra Yadav (Author)

Keywords: Wildfire detection, satellite imagery, deep learn- ing, convolutional neural networks, LSTM, attention mecha- nisms, remote sensing, environmental monitoring, blockchain, disaster management, early warning system.
DOI: .

Published Date: 2025-12-09 Page No.: 115-129

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Assess the level of anxiety among hospitalized children at a selected hospital

Mr.Sanjay Shinde, Dr.Anu (Author)

Keywords: Assess, Anxiety, Children, Hospital
DOI: .

Published Date: 2025-12-09 Page No.: 130-137

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AI-Driven Code Generation and Debugging

Vedik Chaurasiya, sagar chaudhary (Author)

Keywords: Large language models, intelligent debugging, code generation, and artificial intelligence.
DOI: .

Published Date: 2025-12-09 Page No.: 138-153

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Analyzing Driver Behavior Through Artificial Intelligence

Shaurya Pratap Singh, Unknown Boy Challenge (Author)

Keywords: Driver Monitoring System (DMS), Driver Behaviour Recognition, Machine Learning (ML), Neural Networks, Random Forests, Threshold-Based System, Microsoft Azure, Sensor Technology, Smartphone Sensors, Road Safety, Inappropriate Driving Behaviour, Data Proces
DOI: .

Published Date: 2025-12-09 Page No.: 154-176

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A Study on the impact of Data Preprocessing in Traditional Machine Learning Pipeline using Column Transformer

Anu Priya, Priti Mondal (Author)

Keywords: Data Preprocessing, Column Transformer, MinMaxScaler, OneHotEncoder, StandardScalar, Logistic Regression, Support Vector Machine
DOI: .

Published Date: 2025-12-10 Page No.: 177-185

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Bridging the Digital Divide: A Multi-Disciplinary Framework for Integrating Educational Technology in Science Teacher Preparation for Early Childhood Settings in Nigeria

Elizabeth Morenikeji Titilayo ADEDIRAN, Toluwalope Damilola ADEDIRAN, Boluwatife Adedeji ADEDIRAN (Author)

Keywords: Educational Technology, ICT Integration, Teacher Education, Science Education, Early Childhood Education, Nigeria, Pedagogical Content Knowledge
DOI: https://doi.org/10.71366/ijwos

Published Date: 2025-12-11 Page No.: 186-195

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Role of platelet rich plasma in Type I tympanoplasty: A prospective study to assess the effectiveness of a platelet rich plasma soaked graft in the repair of tympanic membrane perforation

Reena Lamba, Vasant Achra, Anjani Kumar Sharma, Kailash Singh Jat, Pawan Singhal, Siddharth Nirwan (Author)

Keywords: Keywords: Tympanoplasty, Platelet-Rich Plasma, Tympanic Membrane Perforation
DOI: https://doi.org/10.71366/ijwos1201950129

Published Date: 2025-12-11 Page No.: 196-204

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ETHICAL IMPLICATIONS OF ARTIFICIAL INTELLIGENCE IN SOCIETY

Vikram Kumbhakar, Sagar Choudhary (Author)

Keywords: Accountability, Algorithmic Bias, Artificial Intelligence, Autonomous Systems, Data Privacy, Digital Ethics, Ethical Governance, Fairness, Machine Learning, Transparency
DOI: .

Published Date: 2025-12-11 Page No.: 205-216

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Understanding Artificial Intelligence and Explainable AI (XAI)

Vinika Saud, Sagar Choudhary (Author)

Keywords: Keywords- Artificial Intelligence (AI); Explainable Artificial Intelligence (XAI); Machine Learning; Deep Learning; Interpretability; Explainability; Black-box Models; Transparency; Accountability; LIME; SHAP; Model Interpretability; Human-Centric AI; Eth
DOI: .

Published Date: 2025-12-11 Page No.: 217-228

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Microfinance and rural credit in India

Savita Trivedi, Ashlesha A Trivedi, Savita T (Author)

Keywords: Origin of microfinance, Significance, Market Trends and Drivers, Issues/ Challenges, Recommendations, Potential Path Forwards
DOI: https://doi.org/10.71366/ijwos1202275410

Published Date: 2025-12-11 Page No.: 229-240

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Digital Escrow and Conditional Payment Logic Using Blockchain for B2B Cross-Border Trade

Vikas Reddy Mandadhi (Author)

Keywords: Blockchain escrow; smart contract–based settlement; conditional payment automation; cross-border B2B trade; oracle-based verification; digital trade finance; programmable payment logic; decentralized dispute resolution
DOI: https://doi.org/10.71366/ijwos1202376310

Published Date: 2025-12-11 Page No.: 241-250

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Smart-Contract-Based Automated Reconciliation Between PSPs, Acquirers, and Issuers

Vikas Reddy Mandadhi (Author)

Keywords: Smart Contracts, Blockchain, Automated Reconciliation, PSP, Acquirer, Issuer, Payment Systems, Permissioned Network, Exception Handling, Financial Audit.
DOI: https://doi.org/10.71366/ijwos1202416367

Published Date: 2025-12-11 Page No.: 251-262

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Zero-Knowledge Proofs for AML Compliance in High-Value Payment Transactions

Vikas Reddy Mandadhi (Author)

Keywords: Zero-Knowledge Proofs; AML Compliance; High-Value Payments; Privacy-Preserving Transactions; KYC Verification; Sanctions Screening; Risk Scoring; Permissioned Blockchain; Financial Technology; Regulatory Audit
DOI: https://doi.org/10.71366/ijwos1202579918

Published Date: 2025-12-11 Page No.: 263-270

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Artificial intelligence in healthcare

Jagtap Vishal Mohan, Nita Yenare (Author)

Keywords: Discovery/Drug Development, Clinical Decision Support Systems, deep learning, healthcare, clinical decision support, Ai
DOI: .

Published Date: 2025-12-11 Page No.: 271-280

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Hybrid On-Chain/Off-Chain Framework for High-Frequency Trading (HFT) Settlement

Vikas Reddy Mandadhi (Author)

Keywords: Hybrid Settlement, High-Frequency Trading (HFT), Blockchain, Off-Chain Execution, On-Chain Settlement, Cryptographic Commitments, State Channels, Zero-Knowledge Proofs, Financial Market Infrastructure, Trade Auditability
DOI: https://doi.org/10.71366/ijwos1202799449

Published Date: 2025-12-11 Page No.: 281-291

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Distributed Ledger Architecture for Tokenized Deposits and Programmable Bank Money

Vikas Reddy Mandadhi (Author)

Keywords: Tokenized Deposits, Programmable Bank Money, Distributed Ledger Technology (DLT), Digital Banking Infrastructure, Smart Contracts
DOI: https://doi.org/10.71366/ijwos1202876790

Published Date: 2025-12-11 Page No.: 292-302

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Research on the Training of Foreign Language Teaching Skills in Local Universities

GUO NYUHUAN (Author)

Keywords: Local universities; Foreign language teacher education; Skill training; Practice-oriented; Qualitative research
DOI: https://doi.org/10.71366/ijwos1202943886

Published Date: 2025-12-11 Page No.: 303-317