Volume XVII, Issue 05, May/2025

1. An evolving role of placement officers in contemporary educational institutions, Part Two of a Three – Part Series – A draft framework on the academic qualifications and skill sets required for a career as placement
   officer: Department of Career Guidance, Bharathiar University, Coimbatore, Tamil Nadu
   Prof. A. Vimala, Zahoor Ahmad Yautoo; Bharathiar University, Coimbatore, Tamil Nadu, India
   Page No:1-13
   DOI:18.0002.JICR.2025.V17I05.008301.317178200

2. Enhancing Marketing Engagement: Exploring the Influence of Augmented Reality Experiences.
   Dr. Mamta Rane; Gurukul College of Commerce
   Page No:14-19
   DOI:18.0002.JICR.2025.V17I05.008301.317178201
3. “The Role of Social Media in Driving the Indian Economy’’
   Miss. Sangeetha N L; Sahyadri Arts College, Sahyadri Campus Kuvempu University, shivamogga
   Page No:20-34
   DOI:18.0002.JICR.2025.V17I05.008301.317178202

4. Evaluating the Role of Green Human Resource Management in Corporate Sustainability: A Pilot Study in the Indian IT Sector
   *SEETHAMMA N K, DR. SANDHYA B S; University of Mysore
   Page No:35-53
   DOI:18.0002.JICR.2025.V17I05.008301.317178203

5. Contactless Dining Experience via QR CodeBased Ordering System
   1Mr. Syed Mushtaq Ali, 2Syed Ateeq Ali,3 Syed Abdul Jaleel, 4Abdul Rahman; Himayath Sagar, Ranga Reddy district, Telangana, India.
   Page No:54-61
   DOI:18.0002.JICR.2025.V17I05.008301.317178204
6. Artificial Intelligence for Dietary Monitoring: Food Recognition and Calorie Estimation using CNN
   1Mrs.Syeda Zeba Qureshi, 2Mohammed Nouman Ahmed, 3Mohd Sadiq, 4Mohammed Abdul Quddus, 5K Shekar,; Himayath Sagar, Ranga Reddy district, Telangana, India.
   Page No:62-67
   DOI:18.0002.JICR.2025.V17I05.008301.317178205
7. Intelligent Surveillance for Abnormal Activity Recognition with Spatial-Temporal AutoEncoders
   1Mr. Mirza Younus Ali Baig,2 Shagufta Farhat, 3Mohammed Khan, 4Mohammad Junaid,;Himayath Sagar,
   Ranga Reddy district, Telangana, India.
   Page No:68-74
   DOI:18.0002.JICR.2025.V17I05.008301.317178206
8. Predictive Framework for Political Security Threats Using Hybrid Lexicon-Based and Machine Learning Techniques
   1Ms.Adeeba Anjum, 2Mohammed Wali Ahmed, 3Mohd Maseeh Uddin Shabaaz,4 Syed Taqeeuddin; Himayath Sagar, Ranga Reddy district, Telangana, India.
   Page No:75-82
   DOI:18.0002.JICR.2025.V17I05.008301.317178207
9. An Intelligent NLP-Based System for Legal and Financial Document Summarization
   1Mr. Tarique Khan,2 Ahsan Mohammed Ayub Sabir, 3Syed Wasif Mohiuddin, 4Mohammed Azher Uddin; Himayath Sagar, Ranga Reddy district, Telangana, India.
   Page No:83-89
   DOI:18.0002.JICR.2025.V17I05.008301.317178208
10. A Machine Learning-Based Framework for Real-Time Phishing URL Detection Using XGBoost and Ensemble Techniques
    1Mr. Tarique Khan, 2Mohammed Abdullah Huzaifa, 3Syed Mustafa, 4Mohammed Riyan Ali; Himayath Sagar,
    Ranga Reddy district, Telangana, India.
    Page No:90-96
    DOI:18.0002.JICR.2025.V17I05.008301.317178209
11. Detecting Fraudulent Banking Transactions with Advanced Machine Learning Models
    1Mr. Mohmmad Asif, 2Mohammed Dawood, 3Mohammed Obaid Ahmed, 4Mohammed Abdul Affan; Himayath Sagar, Ranga Reddy district, Telangana, India.
    Page No:97-103
    DOI:18.0002.JICR.2025.V17I05.008301.317178210

12. Stress and Torque Analysis of a Gear-Rack Mechanism Using ANSYS
    Kunal Nimbalkar1, Pruthviraj Mane-Deshmukh2, Ranjit Rananaware3, S. V. Kulkarni; SMSMP Institute of Technology and Research, Shankarnagar-Akluj
    Page No:104-109
    DOI:18.0002.JICR.2025.V17I05.008301.317178211

13. Navigating the Gig Landscape: Challenges and Opportunities in Karnataka
    Dr. Annappa. B. R, Rudresh. M; S.B.C First Grade College for Women and Athani P.G. Centre, S.S Layout Davanagere. Karnataka India -577004
    Page No:110-121
    DOI:18.0002.JICR.2025.V17I05.008301.317178212
14. Advancements in Range Extender Technology for Electric Vehicles: A Comprehensive Review
    Rajkumar Kasabe#1, Dr. S. A. Pawar#2, R. S. Autade; College of Engineering & Research, Sangola, Maharashtra, India
    Page No:122-131
    DOI:18.0002.JICR.2025.V17I05.008301.317178213

15. ROLE OF PRAVAL PANCHAMRUT IN THE MANAGEMENT OF AMLAPITTA (PEPTIC ULCER) W.S.R. BHAISHAJYA RATNAVALI
    1 Dr. Tushar Sheshrao Dhawali *, 2 Dr. Snehal Rameshrao Patil.; Pravara Medical Trust’s Ayurved College, Shevgaon
    Page No:132-139
    DOI:18.0002.JICR.2025.V17I05.008301.317178214

16. Status of low castes in contemporary India: Social, Economic and Political Challenges
    Nagaraja B,Dr. Samata B Deshmane; Department of Sociology, Bangalore University, Bangalore.
    Page No:140-143
    DOI:18.0002.JICR.2025.V17I05.008301.317178215

17. The Significance of Thigmotropism in Plant Reproductive Biology
    Sweety Singh; Narain College Shikohabad, Firozabad-283135 Dr. B.R Ambedkar University Agra UP. India
    Page No:144-157
    DOI:18.0002.JICR.2025.V17I05.008301.317178216

18. Reimagining the Human-Nature Relationship: A Posthumanist Reading of Akkineni Kutumbarao’s Softly Dies a Lake
    Mrs. A.K. Hidayath Unnissa Begum, Dr.P.Preethi; Vels Institute of Science,Technology & Advanced Studies,Chennai.
    Page No:158-165
    DOI:18.0002.JICR.2025.V17I05.008301.317178217

19. Urban Mobility Planning and Sustainable Transport Policy in Smart Agra: Lessons from a Heritage City
    Shreepriya Agarwal; Sunderdeep College Of Architecture AndPlanning,Ghaziabad
    Page No:166-176
    DOI:18.0002.JICR.2025.V17I05.008301.317178218

20. INTELLIBOT: AUTONOMOUS GARBAGE COLLECTOR
    CH. PRASANNALAKSHMI1| A ASHWITHA REDDY2| M SIRI CHANDANA3| P VASUMATHI4; Bhoj Reddy Engineering College for Women, Hyderabad, TS.
    Page No:177-185
    DOI:18.0002.JICR.2025.V17I05.008301.317178219

21. District-Wise Overview of Maternal and Child Health in Karnataka
    Mrs. Sujata Panigatti1, Dr. Sangeetha R Mane; Karnatak University Dharwad
    Page No:186-194
    DOI:18.0002.JICR.2025.V17I05.008301.317178220

22. Incorporating Meteorological Data and Pesticide Information to Forecast Crop Yields Using Machine Learning
    Ms. M. Lakshmi [1], Ms. S. Sahaja; Geethanjali Institute of Science and Technology, Nellore, Andhra Pradesh-524137
    Page No:195-204
    DOI:18.0002.JICR.2025.V17I05.008301.317178221
23. Improving Healthcare Prediction of Diabetic Patients Using KNN Imputed Features and Tri-Ensemble Model
    Ms. A. Pavani [1], Ms. SK. Rakheeba ; Geethanjali Institute of Science and Technology, Nellore, Andhra Pradesh-524137
    Page No:205-215
    DOI:18.0002.JICR.2025.V17I05.008301.317178222
24. Text Data Augmentation Techniques for Word Embedding’s in Fake News Classification
    Dr. N. Sai Sindhuri [1], Thummalapenta Bhargav [2], Thupakula Chandu [3], Shaik Taju [4], Padavala Sreyanth [5], Sada Vinay; Geethanjali
    Institute of Science and Technology, Nellore, Andhra Pradesh-524137
    Page No:216-225
    DOI:18.0002.JICR.2025.V17I05.008301.317178223
25. Effectiveness of Pre-Trained CNN Networks for Detecting Abnormal Activities in Online Exams
    Mr. T. Sai Prasad Reddy [1], Mr. V. Chaitanya; Geethanjali Institute of Science and Technology, Nellore, Andhra Pradesh-524137
    Page No:226-234
    DOI:18.0002.JICR.2025.V17I05.008301.317178224

26. Fuzzy vector space and its Fuzzy and Intuitionistic Fuzzy dimension
    K. SATYA MURTHY2, L. KISHORE KUMAR; Gayatri Vidya Parishad College for Degree and P. G. Courses (A), MVP Colony, Visakhapatnam, Andhra Pradesh, India.
    G.VENKATESWARLU; Sri Mittapalli College of Engineering, Guntur, A.P, India.
    Page No:235-239
    DOI:18.0002.JICR.2025.V17I05.008301.317178225

27. Prognostics and Health Management of Railway Motors via DTW Similarity and Adaptive KMeans Clustering
    Mr.C.Varalakshmi 1] , D.Sunil [2] , R.Shakteeswar [3] , N.Sudheer [4] , B.Swamiraj;Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:240-246
    DOI:18.0002.JICR.2025.V17I05.008301.317178226
28. Real-Time Student Monitoring Using a CNNBased Intelligent Online Proctoring System
    Mrs.Ashok Karlapudi[1], Ch.Puneshwar[2], G.Nagaraju[3], G.Prashanth[4], R.Yashwanth; Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:247-251
    DOI:18.0002.JICR.2025.V17I05.008301.317178227
29. Explainable AI-Based Predictive Maintenance for Smart Agricultural Systems
    V.Tharmalingam1, E. Ravi Teja2, Chandu3, Prashanth4, Srija5; Department of CSE-DS, MRCE,
    Page No:252-256
    DOI:18.0002.JICR.2025.V17I05.008301.317178228
30. CNN-Based Hand Sign Recognition
    Mr. S. Manivannan [1], Marikanti Shravya [2], Vaidyam Rakshitha [3], Veeragani Shiva Ajay [4], Maddu Shiva;Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:257-262
    DOI:18.0002.JICR.2025.V17I05.008301.317178229
31. Decentralized Notarization Using Blockchain and National eID: A Smart Contract-Based Verification Framework
    Mr. Akash Dey1, Dontharapoyina Akhila2, Anukuri Maha Lakshmi3, Shaik Nanne Sab4, K. Gangadhar Reddy; Department of CSE-DS, MRCE,
    Page No:263-268
    DOI:18.0002.JICR.2025.V17I05.008301.317178230
32. E-Government Automates Public Sentiment Detection Using a CNN-Based Multi-Input Methodology Using Text, Digits, and Facial Cues
    Mrs. Ch. Pranaya [1], Nekkanti Rakesh [2], Udathani Sravya [3], Desetty Ruchitha [4], Rathod Pandith;Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:269-274
    DOI:18.0002.JICR.2025.V17I05.008301.317178231
33. AI-Driven Blood Pressure Control for Remote Health Monitoring
    E.Srilaxmi [1], Koduri Deepthi [2], Pampari Sai [3], Rajanala Manohar Reddy [4], Palla Santosh Naidu;Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:275-279
    DOI:18.0002.JICR.2025.V17I05.008301.317178232
34. AI-Driven Blood Pressure Control for Remote Health Monitoring
    E.Srilaxmi [1], Koduri Deepthi [2], Pampari Sai [3], Rajanala Manohar Reddy [4], Palla Santosh Naidu;Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:280-283
    DOI:18.0002.JICR.2025.V17I05.008301.317178233
35. The use of blockchain technology Appropriate Electronic Voting method: By applying Public Blockchain to Offer Transparency and Privacy
    Dr. B. Raju [1], P Venumadhav Rao [2], Pinak Agarwal [3], Basva Eshwar [4], Chindam Karthik;Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:284-289
    DOI:18.0002.JICR.2025.V17I05.008301.317178234
36. Hybrid CNN Model for Detection of Deep Fakes on Social Media Rapid Text Embeddings
    Dr.G.Sravanthi [1] , D.Vishni Vardhan [2] , Ravalika [3] , Sravya [4] , Sanketh;Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:290-296
    DOI:18.0002.JICR.2025.V17I05.008301.317178235
37. AI-Powered Stock Price Forecasting in Indian Markets Using LSTM and GRU Models
    Mr.G.Ravi [1], Y.Sai Teja [2], M.Sunny [3],N. Harshitha[4], B.Madhuri;Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:297-301
    DOI:18.0002.JICR.2025.V17I05.008301.317178236
38. DL-Water Net: A Deep Learning Model for Minimizing Water Wastage in Indian Smart Farms
    Mrs.Pushpa Joshi. [1], K.Vineela [2], N.Jaya surya [3],K.Uday[4], M.Nithin Sai;Malla Reddy College of Engineering, Hyderabad, Telangana
    Page No:302-305
    DOI:18.0002.JICR.2025.V17I05.008301.317178237

39. Automated Liver Tumor Detection System
    Tejaswi Challa [1], Anitha Parepogu [2], Bhavana Vankudoth [3], Shravani Yellammagudem [4], Mrs.G.Sangeetha ; CMR Institute of Technology, Medchal Rd, Kandlakoya Village, Hyderabad, Seethariguda, Telangana 501401.
    Page No:306-322
    DOI:18.0002.JICR.2025.V17I05.008301.317178238
40. Identifying Malicious Twitter Bots with ML Techniques
    Bharath Appala [1], Varshitha Arkala [2], Srujan Kumar Balli [3], Tharun Bandalla [4], Dr.Afshan Fathima; CMR Institute of Technology, Medchal Rd, Kandlakoya Village, Hyderabad, Seethariguda, Telangana 501401.
    Page No:323-334
    DOI:18.0002.JICR.2025.V17I05.008301.317178239

41. FakePersonaHunter: ANN-Based Approach for Spotting Deceptive Online Identities
    SwathiDavath [1], GunjanGodshelwar [2], SreejaGundi [3], Mrs.E.Divya ;CMR Institute of Technology, Medchal Rd, Kandlakoya Village, Hyderabad, Seethariguda, Telangana 501401.
    Page No:335-346
    DOI:18.0002.JICR.2025.V17I05.008301.317178240
42. Automatic Language Identification for Multilingual Translation Systems
    BharathYanamandala [1], UdayKumar Akavaram [2], SriKethanAtharva Varanganti [3], Dr.A.Madhavi; CMR Institute of Technology, Medchal Rd, Kandlakoya Village, Hyderabad, Seethariguda, Telangana 501401.
    Page No:347-357
    DOI:18.0002.JICR.2025.V17I05.008301.317178241

43. Performance Evaluation of ML Algorithms for Predicting Movie Box Office Success
    1Mrs K Jhansi Rani, 2Purvi Dagudu, 3Rishika Chouti, 4Shreni Reddy Nagulapally; CMR Institute of Technology, Hyderabad.
    Page No:358-370
    DOI:18.0002.JICR.2025.V17I05.008301.317178242
44. Performance Evaluation of ML Algorithms for Predicting Movie Box Office Success
    1Mrs K Jhansi Rani, 2Purvi Dagudu, 3Rishika Chouti, 4Shreni Reddy Nagulapally; CMR Institute of Technology, Hyderabad.
    Page No:371-383
    DOI:18.0002.JICR.2025.V17I05.008301.317178243
45. Performance Evaluation of ML Algorithms for Predicting Movie Box Office Success
    1Mrs K Jhansi Rani, 2Purvi Dagudu, 3Rishika Chouti, 4Shreni Reddy Nagulapally; CMR Institute of Technology, Hyderabad.
    Page No:383-398
    DOI:18.0002.JICR.2025.V17I05.008301.317178244