DEPARTMENT OF COMPUTER APPLICATIONS
Computer Applications
Dr. A.Jaya
 |
Personal Information
| Employee ID | : | 1997_24 |
| Designation | : | Professor |
| Nature of Employment | : | Regular |
| Date of Joining | : | 13.11.1997 |
| Date of Birth | : | 13.04.1974 |
| Qualification | : | B.Sc, M.C.A, M.E, Ph.D |
| Contact No. | : | 9841826003 |
| Email ID | : | jaya@crescent.education |
Educational Qualification
| Programme | Discipline | Year of Passing | University |
|---|---|---|---|
| Ph. D | Information and communication Engineering | 2011 | Anna University |
| M.E | Computer Science Engineering | 2003 | CEG, Anna University |
| MCA | Computer Applications | 1997 | Bharathidasan University |
| B.Sc | Computer Science | 1994 | Bharathidasan University |
Work Experience
| Name & Address of the Employer | Position Held | Period of Employment | Total Exp. (in years and Months) | |
| B.S.Abdur Rahman Crescent Institute of Science and Technology | Professor | 2012 | till date | 14 years 10 months |
| B.S.Abdur Rahman Crescent Institute of Science and Technology | Professor | May 2011 | Mar‘ 2012 | 10 months |
| B.S.Abdur Rahman Crescent Institute of Science and Technology | Asst.Prof (Sel.Grade) | Mar’ 2010 | April 2011 | 1year 1 months |
| B.S.Abdur Rahman Crescent Institute of Science and Technology | Asst. Prof (Sr.Grade) | Apr’ 2009 | Mar’ 2010 | 1 year 2 months |
| B.S.A Crescent Engineering College | Sr.Lecturer | Sep 2004 | Mar 2009 | 4year 8 months |
| B.S.A Crescent Engineering College | Lecturer | Nov ‘ 1997 | Aug 2004 | 6year 9 months |
Research Details & Contributions
Research Area of Interest
- Artificial Intelligence
- Natural Language processing
- Big data analytics
- Social media analytics
Researcher Id
| Research Database | ID | Links |
| IRINS | 278007 | https://crescent.irins.org/profile/278007 |
| SCOPUS | 54387087600 | https://www.scopus.com/authid/detail.uri?authorId=54387087600 |
| ORCID | 0000-0002-9070-4882 | https://orcid.org/0000-0002-9070-4882 |
| RESEARCH GATE | CAG-2319-2022 | https://www.researchgate.net/profile/Jaya-Venkat-2?ev=hdr_xprf |
| PUBLONS | CAG-2319-2022 | webofscience.com/wos/author/rid/CAG-2319-2022 |
| ANY OTHER DATABASE | Ec6V7AMAAAAJ | http://scholar.google.co.in/citations?user=Ec6V7AMAAAAJ |
Research Summary
No. of Journal Publications | No. of Conference Publications | No. of Book / Book Chapter Published | No. of Patents Published/Granted | No. of Ph.D Scholars Guided | No. of Ph.D Scholars Currently Guiding | ||
| Book | Book Chapters | Published | Granted | ||||
| 43 | 46 | 3 | 10 | 3 | – | 8 | 5 |
Published Papers in: Journals
| S. No. | Details of Journal Articles Published |
| 1. | Ms.Priya, Dr. A. Jaya published a paper titled , “Robust Agricultural Harvest Prediction through Hybrid Deep Learning: Synergizing Data Augmentation, Feature Selection, and Hyperparameter Optimization” in the journal of “Journal of Basic Science and Engineering.” E-ISSN: 1005-0930 during June 2025 |
| 2. | Ms.Priya, Dr. A. Jaya published a paper titled , “ Deep Learning-Driven Precision Agriculture: Enhancing Crop Recommendation and Soil Analysis through IoT Sensor Data” in the International Journal of UTILITAS MATHEMATICA ISSN: 0315-3681 during April 2025 |
| 3 | M. Priya, A. Jaya, C. D. Nandakumar , titled “Impact of Residual Connections on Deep Learning for Irrigation Scheduling: Enhancing Model Performance through Improved Temporal Dependency Capture and Resource Efficiency” in the Journal of Electrical System accepted for publication ISSN 11125209 (Q4) |
| 4. | Thowseaf, A. Jaya, titled “COMPARATIVE ANALYSIS OF LEADERSHIP STYLES AND EMPLOYEE ENGAGEMENT IN TAMIL NADU’S IT INDUSTRY” in the journal of CAHIERS MAGELLANES-NS Volume 06 Issue 2 2024 |
| 5. | K.France, A.Jaya, published article titled , “CHEST X-RAY MULTI-CLASS DISEASES CLASSIFICATION USING DEEPLEARNING- RESNET ”China Petroleum Processing and Petrochemical Technology, Volume 23, Issue 2, July 2023. (Scopus indexed) [Clarivate index] |
| 6 | Maheswari P and A Jaya, titled “Analyzing tweets for predicting the sentiments of investors in the stock market”, China Petroleum Processing and Petrochemical Technology, Volume 23, Issue 2, July 2023. (Scopus indexed) [Clarivate index] |
| 7 | P. Maheswari, A.Jaya, titled ”Comparative Study of Machine Learning Algorithms towards Predictive Analytics” in the International Journal of Recent Advances in Computer Science and Communications accepted for publication in the year March 2022. (Scopus indexed) |
| 8 | P.G. Om Prakash and Dr. Jaya” Predicting the User Navigation Pattern from Web Logs Using Weighted Support “is Published in the Indonesian Journal of Electrical Engineering and Computer Science, Vol. 21, No.3, March 2021, pp. 1722~1730. (Scopus indexed) |
| 9 | Ayaz, A. S., Jaya, A., & Gulzar, Z. (2021). Multi-kernel learning-based recommender system using adaptive neuro-fuzzy inference system. International Journal of Intelligent Enterprise, 8(4), 424-435. (Scopus indexed) |
| 10 | Murugesh, S., &Jaya, A. (2021). An integrated approach towards automated software requirements elicitation from unstructured documents. Journal of Ambient Intelligence and Humanized Computing, 12(3), 3763-3773. (Scopus indexed) |
| 11 | A.Salman Ayaz, Jaya A.Venkat, Zameer Gulzar “Recommendation-Based Metasearch Engine for Suggesting Relevant Documents Links”, Volume 16 • Issue 4 • October-December 2020 International Journal of Information and Communication Technology Education Copyright © 2020, IGI Global. [Clarivate index] |
| 12 | Ms. Sunitha, A.Jaya ,”Automatic Summarization of Malayalam documents using Clause identification Method” is accepted for publication in the journal, International Journal of Electrical and Computer Engineering (IJECE, ISSN: 2088-8708, a SCOPUS indexed Journal). [Clarivate index] |
| 13 | Ms. Sunitha, A.Jaya, “Semantic role labelling of Malayalam web documents in cricket domain” published in the Journal of Theoretical and Applied Information Technology, vol 96,18, B2232-E-2241 April 2018 (SCOPUS indexed) |
| 14 | P.G.Om Prakash and Dr.A.Jaya ”Analyzing and Predicting User Navigation Pattern from Weblogs using Modified Classification“ in the Indonesian Journal of Electrical Engineering and Computer Science p-ISSN: 2502-4752, e-ISSN: 2502-4760 is will be published on Vol 11, No 1: July 2018 (Scopus indexed journal). |
| 15 | P.G.Om Prakash and Dr.A.Jaya ” Predicting The User Behaviour From Weblogs by Improved Span Classification “published in the journal of International Journal of Pure and Applied Mathematics ISSN: 1311-8080 E-ISSN: 1314-3395 August 2018 (Scopus indexed journal). |
| 16 | Murugesh , A.Jaya ,” Exploiting Ontology to map requirements derived from informal descriptions” published in International Journal of Reasoning-based Intelligent Systems November 2018 Vol. 10, No. 3/4, 2018 – Inder science publications |
| 17 | Murugesh , A.Jaya, “Representing Natural Language Sentences In RDF Graph And Discourse Representation For Ontology Mapping” is published in International Journal of Applied Engineering Research (IJAER), Volume 11, Number 1, 2016, pp 632-635. (Annexure I) (Scopus indexed) |
| 18 | P.G. OmPrakash and A.Jaya ” Analyzing and Predicting User Behavior Pattern from Weblogs“ in the International Journal of Applied Engineering Research ISSN 0973-4562 Volume 11, Number 9 (2016) pp 6278-6283 (Annexure I). Scopus indexed) |
| 19 | Sunitha.C, .A.Jaya, Amal Ganesh ,“A Study on Abstractive Summarization Techniques in Indian Languages” published in the international open access journal Elsevier Proceedia Computer Science, Volume 87, 2016 pages 25-31 which is indexed by sciencedirect.com. |
| 20 | Jishma Mohan, Sunitha.C, A.Jaya, Amal Ganesh, “A Study on Ontology Based Abstractive Summarization” published in the international open access journal Elsevier Proceedia Computer Science, Volume 87, 2016 pages 32-37 which is indexed by sciencedirect.com |
| 21 | R.Mervin and Dr.A.Jaya published the research article titled “Efficient Approach to Ranking the Answers in KBQA using Ontology” in the International Journal of Science and Innovative Engineering & Technology (IJSIET) in their issue of May, 2015, Volume 1. |
| 22 | S.Murugesh, A.Jaya”, published research articles titled “Construction of ontology for software requirements elicitation” published in the journal of Indian Journal of Science & Technology, , 2015 ( Annexure I) (Web of science) [Clarivate index] |
| 23 | JavubarSathick, A.Jaya, “Natural Language to SQL Generation for Semantic Knowledge Extraction in Social Web Sources” International Journal of science and technology(IJST), published in Jan 2015 Issue |
| 24 | JavubarSathick, A.Jaya”A Generic Framework for Extraction of Knowledge from Social Web Sources (Social Networking Websites) for an Online Recommendation System” International Review of Research in Open and Distributed Learning “ Volume 16, Number 2 in April 2015. (Scopus indexed) [Clarivate index] |
| 25 | Omprakash, A.Jaya,”Analyzing the user navigation pattern from web logs ” in the International Journal of Engineering Sciences & Research Technology, December 2014 |
| 26 | JavubarSathick, A.Jaya, “Generic Framework for Semantic Query Conversion in Social Web sources” International Journal of Latest Technology in Engineering, Management & Applied Science ,volume:3,issue:10,Oct 2014,page(s): 75- 79 |
| 27 | R.Mervin, A.Jaya ”Knowledge Based Question Answering Using Ontology“ in the International Journal of Engineering Sciences & Research Technology(IJESRT)” OCT 2014 , Volume 1 pg no 523 – 528 . |
| 28 | S. Murugesh, A. Jaya, “A generic framework for requirement elicitation from informal descriptions”, International Journal of Advanced Research in Computer Engineering and Technology, ISSN 2278 -1323, vol 3, issue 7 . July 2014 |
| 29 | K.France, A.Jaya “A Survey of Segmentation Techniques in Medical Image Retrieval” International Journal of Research in Advanced Technology in Engineering October 2013 |
| 30 | S. Murugesh, A. Jaya, “ A step towards software requirements elicitation from unstructured documents”, International Journal of Computer Applications, published by Foundations of Computer Science, NewYork, USA, ISBN 973-93-8072, February 2013. |
| 31 | 2G.Sunitha, Dr.A.Jaya, “A Knowledge based approach for automatic Database Normalization” accepted in International journal of Advanced Research in computer Engineering and Technology published in June 2013. |
| 32 | M.sandhya, A.Jaya, “An integrated Approach Towards Software requirement Elucidation Using Mind map” published in International Journal Of Engineering Research And Technology, May 2013 page number 499-504. |
| 33 | Mervin R, Jaya A, “Web Spider: A Search Engine for Multimedia Question Answering” published in the International Journal of Research in Information Technology and Sciences and published during June 2012. |
| 34 | Maheswari and A.Jaya, ” An Integrated Approach towards Prediction of Stock Values for Short Term”, IFRSA’s International Journal Of Computing|Vol2|issue 3|July 2012 645- 651 |
| 35 | Murugesh, A.Jaya, “ Automated Software Requirements Elicitation from Unstructured documents”, Special Issue of International Journal of Computer Applications (0975 – 8887) 2012 |
| 36 | A.Jaya.” A Standard Methodology for the Construction of Symptoms Ontology for Diabetes Diagnosis.” International Journal of Computer Applications 14(1):47–51, January 2011. Published by Foundation of Computer Science |
| 37 | A.Jaya, G.V. Uma, “A Novel Approach for Intelligent Reasoning of Stories using Ontology”, International Journal of Futuristic Computer Application, Number 16. Article 6, Feb 2010 |
| 38 | A.Jaya, G.V.Uma, “A knowledge based study on Automatic story generation system”, International Journal of computational intelligence and Research September 2009. Vol 5, Number 3 (2009), pp 271- 284. |
| 39 | A Jaya& G.V. Uma , “Ontological Based Approach For Reasoning The Stories” International Journal of Engineering Research and Application , INJERIA , Jan 2009 Vol. 1, pg 1-10 |
| 40 | A Jaya& G.V. Uma, “Role of ontology in Case-based Reasoning (CBR) for diagnosing diabetes” The Icfai University Journal of Information Technology, Sep 2009 Vol 5, No .3 pg 17-23. |
| 41 | A Jaya& G.V. Uma, “A Semantic based Approach for Automatic Story Generation Using Multi Agent Framework “ICFAI Journal of computer science, July 2008, Vol II, No. 3, Pg 78 -.84. |
42 | A.Jaya, G.V. Uma, “A knowledge based approach for story generation from ontology” was published in the “Asian Journal on Information Technology” 2006 5(9): July Pg no: 1005 – 1008. |
International Conference
| S. No. | Details of Conference Articles Published |
| 1 | Ms.Kavitha, A. Jaya, presented a paper titled , “217: “Automatic Answer Assessment System for E-learning” in the proceedings of 8th International Conference on Computational Intelligence in Data Science (ICCIDS 2025) organized by SSN college of Engineering during Feb 2025 |
| 2 | Ms.Kavitha, A. Jaya, presented a paper titled , “217: “Automatic Answer Assessment System for E-learning” in the proceedings of 8th International Conference on Computational Intelligence in Data Science (ICCIDS 2025) organized by SSN college of Engineering during Feb 2025 |
| 3 | Ms.Kavitha, A. Jaya, presented a paper titled , “Semantic Analysis of Automatic Assessment” in the proceedings of the International Conference on Next-Gen Intelligence: The Role of AI in Evolving Computer Science Paradigms organized by Alpha Arts and Science college, Chennai during 7th March 2025. (Best Paper Award) |
| 4 | Ms. Kavipriya, A.Jaya, presented a paper titled , “ Career Catalyst using Machine learning techniques” in the proceedings of Fifth International Conference on Artificial Intelligence,6G Communication and Network Technologies organized by Department of Electronics and Communication Engineering, Velammal Institute of Technology, Chennai during 27th and 28th March 2025. |
| 5 | Ms. Nandhini , A.Jaya, presented a paper titled , “ Sentiment Analysis on Regional Language Using Machine learning techniques” In the proceedings of International conference on “ Contemporary Trends in Advanced Computing Technologies (ICCTACT)-2025 organized by Department of Computer Science and Computer Applications and IQAC, New Prince Shri Bhavani Arts and Science College , Chennai , 0n 15th March 2025 |
| 6 | Ms. Priya, A.Jaya, a paper titled , “ Deep Roots AI – Powered Crop recommendation through soil Insights” in the proceedings of International Conference on Advances in Applied Sciences,Technology and Mathematics organized by IQAC Department of Computer Science , Computer Applications, Mathematics and MIT during 20.2.2025 and 21.2.2025 |
| 7 | Ms.Kavitha, Dr.A.Jaya Presented a paper titled “An Intelligent Approach to Rubric-Aligned and Conceptual- Error-Aware Short Answer Grading” for the International Conference on Technology- Enhanced Teaching and Learning (ICTETL 2025) organized by Centre for Distance and Online Education, B.S. Abdur Rahman Crescent Institute of Science and Technology in collaboration with Global college Malta and received the Best paper award for the same on october 23,2025. |
| 8 | Ms. Manjula, A.Jaya a paper titled, “An Hybrid Approach Model For Multilingual Polarity Prediction Using Machine Learning Techniques” in the proceedings of of International Conference on Technology Enhanced in Teaching and Learning organized by CDOE, B.S.Abdur Rahman Crescent Institute of Science and Technology during October 2025 |
| 9 | Dr. A. JAYA presented a paper entitled An Intelligent Language generator for Healthcare Voice bot in the 2nd International Conference on Technological Advancements in Science, Engineering and Management (ICTASEM-24) held during 26th & 27th April 2024 at JCT College of Engineering and Technology (Autonomous), Coimbatore, Tamilnadu. |
| 10 | A. Jaya presented a paper titled Sentiment Analysis on Digital Course Material for E-Learning in the 3rd International Conference on “Recent Trends & Technologies in Soft Computing” (ICRTSC’2024) organized by ST.PETER’S INSTITUTE OF HIGHER EDUCATION & RESEARCH AVADI, CHENNAI – 54. |
| 11 | A. Jaya, titled, “An Intelligent Language generator for Healthcare Voice bot” In the proceedings of 2nd International Conference on Technological Advancements in Science, Engineering and Management (ICTASEM-24) organized by JCT college of Engineering and Technology between 26th and 27th April 2024. |
| 12 | Maheswari. P, A.Jaya, titled , “Prediction of Stock Values in Health Care Sectors” In the proceedings of 45TH INDIAN SOCIAL SCIENCE CONGRESS (ISSC), Organized by ISSA and B.S.Abdur Rahman Crescent Institute of Science and Technology between 28th march and 4th April 2022 |
| 13 | Priya, A. Jaya, Nandhakumar, titled “A comprehensive study on the Analysis of Plant Diseases in Agriculture using Crowdsourcing technique” In the proceedings of 45TH INDIAN SOCIAL SCIENCE CONGRESS (ISSC), Organized by ISSA and B.S.Abdur Rahman Crescent Institute of Science and Technology between 28th march and 4th April 2022. |
| 14 | AMAL GANESH, A. Jaya, Sunitha, titled, “Need for an Automatic document summarizer in agriculture” In the proceedings of 45TH INDIAN SOCIAL SCIENCE CONGRESS (ISSC), Organized by ISSA and B.S. Abdur Rahman Crescent Institute of Science and Technology between 28th march and 4th April 2022. |
| 15 | Priya, A. Jaya, Nandhakumar, “Review of Crowd sourcing Assisted Applications in Agriculture ” in the proceedings of 4th International Conference on Recent trends in Engg and Technology, organized by Vishwakarma Institute Of Information Technology,pune December 2021. |
| 16 | Priya, A. Jaya, Nandhakumar , “An Understanding of Crowd sourcing Techniques in Agriculture: A Survey” in the proceedings of International Conference on Advances in Science, Engineering and Technology (ICASET-2021) , Pondicherry, December 2019 |
| 17 | France, A.Jaya ,”Classification and Retrieval of Thoracic Diseases Using Patch-Based Visual Words: A Study on Chest X-rays”, in the proceedings of International Conference on Artificial Intelligence and Machine Learning (IAIM2019), organized by SATHYABAMA INSTITUTE OF SCIENCE AND TECHNOLOGY, Chennai during 3 to 5 April 2019. |
| 18 | A.France, A.Jaya,” 1. France, A.Jaya, “Bag of Visual Words methods in X-Ray Image Retrieval: A Survey” in the proceedings of International Conference on Intellingent Computing and Control organized by Karpagam college of Engineering, Coimbatore, June 2017 |
| 19 | A.Salman Ayaz,A.Jaya “A Framework for Recommending Relevant Web Links to Online Users “ 2017 International Conference on Advanced Computing and Communication Systems (ICACCS -2015)”, Jan. 06 – 07, 2017, Coimbatore, INDIA |
| 20 | Murugesh, A.Jaya ,“Representing natural language sentences in RDF graph to derive knowledge patterns” published in Springer , Advances in Intelligent Systems and Computing, August 2016, Volume 469, pp 701-707. |
| 21 | Mervin, A.Jaya, “A Novel Approach To Mapping For KBQA System Using Ontology” in International Conference on Emerging Research in Computing, Information, Communication and Applications, ERCICA 2016 will be held during 29 July – 30 July, 2016 in NitteMeenakhsi Institute of Technology, Bangalore, India. [Springer] |
| 22 | P Maheswari and A. Jaya, “Organising and retrieving of scientific articles using ontology “, in the proceedings of “21st International conference on computer science and information technology (ICCIT 2016) and published the paper in International Journal of current Engineering and scientific Research(IJCESR) ISSN(print):2993-0697 volume-3 Issue-8,2016. |
| 23 | Salman Ayaz A, A.Jaya, “An Integrated approach to improve the ranking of Web pages” in the proceedings of “21st International conference on computer science and information technology(ICCIT 2016) and published the paper in International Journal of current Engineering and scientific Research(IJCESR) ISSN(print):2993-0697 volume-3 Issue-8,2016 |
| 24 | R.Mervin and Dr.A.Jaya , Presented the research article titled “Automatic Classification of Questions in Knowledge Based Question Answering System using Ontology” in the Second International Conference on Innovations in Contemporary IT Research ICITR 2015 organised by Quaid-E-Millath Government College for Women, Chennai during 6th and 7th February, 2015. |
| 25 | Sunitha.C and Dr.A.Jaya , Presented the research article titled “A Phoneme Based Model For English To Malayalam Transliteration” in the IEEE International Conference on Information, Innovation in Computing Technology at Saveetha Engineering College on 19th and 20th of February 2015 and was published in IEEE Explore. |
| 26 | S.Murugesh, A.Jaya” , Presented the research article titled “Ontology mapping for explicit description of domain knowledge” was presented in IEEE International Conference on Innovation, Information in computing technologies (ICIICT ’15) held at Saveetha Engineering College, Chennai on 19th & 20th February 2015. |
| 27 | S.Murugesh, A.Jaya” , Presented the research article titled “Role of domain knowledge representation in software requirements elicitation” was presented (virtual) in International Conference on Signal Processing, Control and Data Analytics-2015(ICSCD 2015), San Diego, 7-8 March 2015. |
| 28 | Murugesh,A.Jaya,“ Construction of ontology for software requirements elicitation”, was presented in International Conference on innovations in contemporary IT Research on 6th & 7th February 2015, at Quaid-E-Millath Government college for Women, Chennai 600 002. |
| 29 | Mervin,A.Jaya,“ Efficient Approach to Ranking the Answers in KBQA using Ontology” in the Fourth International Conference on Contemporary Engineering and Technology ICCET-2015 organized by Sri Ramanujar Engineering College, Chennai on 15th March, 2015 |
| 30 | Mervin, A.Jaya, “Classification of user’s answer using sentiment analysis” in the International Conference on Signal Processing, Control and Data Analytics-2015(ICSCD-2015) organized by International Society for Scientific Research and Development(ISSRD) on 14th March, 2015 hosted in USA(Best Paper Award) |
| 31 | A.Jaya,” A Generic Framework for Intelligent tutor using ontology” in the proceedings of International conference on “Artificial intelligence and Manufacturing Engineering” in Dubai, UAE during 25th – 26th December 2014. |
| 32 | Shreedevi Ganesan, M. Munir Ahamed Rabbani and A. Jaya, “Face recognition using Principal Component Analysis with Median for Normalization on a Heterogeneous data set.” In the proceedings of International conference on Second International Conference on Digital Image Processing and Vision- ICDIP -2013,organized by AIRCC, 20-21 Dec’2013 |
| 33 | Mervin R, Jaya A, “ Web Spider: A Search Engine for Multimedia Question Answering” in the proceedings of International Conference on Information Communication & Embedded Systems organized by ”S.A Engineering College” during February 2012. |
| 34 | P.Maheswari and Dr.A.Jaya ,“Sentiment Based Approach towards Prediction of Stock Values For Long and Short Term”, In the proceedings of International Conference On Computational Intelligence And Communication(ICCIC 2012),pp 17-21,July 2012. |
| 35 | Murugesh, A.Jaya, “Towards Context aware and intelligent user interfaces using agent based approach” in the proceedings of International Conference on Innovations in contemporary IT research organized by Quaid-E-millath Government College for Women(Autonomous), Anna Salai, Chennai -2, Tamilnadu, India, February 2012 |
| 36 | Murugesh, A.Jaya, “ Automated Software Requirements Elicitation from Unstructured documents”, in the proceedings of International Conference on Communication , Computing and information technology – ICCMIT 2012 during December 21st– 23rd 2012. |
| 37 | S. Zeenathunisa, A. Jaya and M.A. Rabbani, “An Intelligent Agent For Recognizing Face Under Dim Light Conditions”, In the Proceedings of 2nd IEEE International Conference on Intelligent Agent and Multi-Agent Systems (IAMA 2011), pp. 43, September 2011. |
| 38 | S. Zeenathunisa, A. Jaya and M.A. Rabbani, “A Biometric Approach Towards Recognizing Face In Various Dark Illuminations”, In the Proceedings of 1st IEEE International Conference on Electronics Communication and Computing Technologies (ICECCT ’11), pp. 59, September 2011 |
| 39 | A. Jaya, G.V. Uma, “An Intelligent Automatic Story Generation System by Revising Proppian’s System” Computer Science and Information Technology , COSIT , published in thSpringer’s Computer communication information sciences, Bangalore Jan – 2011. |
| 40 | A. Jaya, G.V. Uma, “A Knowledge based approach for semantic reasoning of stories using Ontology” International conference on contours of computing technologyorganized by BabaSaheb Gawde Institute of Technology and accepted for publication in Springer link (LNCS). Mumbai, March 2010. |
| 41 | A.Jaya , G.V. Uma, “An Intelligent System for Semi- Automatic Story Generation for Kids Using Ontology” International conference on ACM – Compute 2010 organized by ACM Bangalore chapter, Jan 2010. |
| 42 | A.Jaya , G.V. Uma, “An Intelligent Framework for Reasoning on Story Plots Using Wordnet “ Global WordNet Conference 2010, organized by IIT , Mumbai ,Jan 2010 pg |
| 43 | A. Jaya, G.V.Uma , “Role of Ontology in Automatic Construction of Stories for Kids“ IEEE International Conference on Intelligent Agent and Multi-Agent Systems 2009 , organized by Vinayaka Mission’s University (VMU), published in IEEE XPLORE, 978-1-4244-4710-7, Jul 22- 24, 2009 (Best Paper award) |
| 44 | A. Jaya, G.V.Uma , “An Intelligent approach for reasoning the stories using Case based reasoning and Rule based reasoning “ IEEE International Conference on Intelligent Agent and Multi-Agent Systems 2009 , organized by Vinayaka Mission’s University (VMU), published in IEEE XPLORE, 978-1-4244-4710-7, Jul 22- 24,2009. |
| 45 | A. Jaya, G.V.Uma, “A Novel Approach for Construction of Sentences for Automatic Story Generation Using Ontology “, IEEE International Conference on Computing, Communication and Networking (ICCCN 2008), published in the IEEE XPLORE karur, 978-1-4244-3595-1108, Dec 18-20, 2008. |
| 46 | A. Jaya, G.V.Uma , “ ontology based approach for categorization of stories using text mining techniques “ International conference on Cognition and recognition 2008, mandya , Karnataka , Apr 12-13 , 2008, pg 722- 727. |
| 47 | A. Jaya, J. Sathishkumar, and G.V. Uma, “A Novel Semantic Validation Mechanism for Automatic Story Generation Using Ontology” The 2007 International Conference on Artificial Intelligence, Los Vegas, USA , June 25-28, 2007, pg 305 – 311. |
Book / Book Chapters Published
Books published
- Authored Book titled “Big Data Analytics and its Applications” with ISBN no.978-93-341-4698-1 during the year 2025
- Authored Self Learning Material on “Data structures and Algorithm “for Online MCA Programme during the year Jan 2022.
- Authored Book titled, “Big Data Analytics and Visualization” with ISBN no: 978- 81-945650-4-8 2 during the year 2020
Book Edited – International level
- A. Jaya, K. Kalaiselvi, Dinesh Goyal, Dhiya Al Jumeily edited book titled,” Intelligent Health Care Analytics – Knowledge engineering “published in the year Feb – 2022 by Wiley Publisher
- Editor for the book titled,” Futuristic Trends in Computing Technologies and Data Sciences” Volume 3 Book 3 978-93-6252-742-4
- Edited book titled, “Enhanced Teaching Learning Pedagogy A Research Perspective” ISBN: 948-93-341-4459-8
Book Chapters Published
- Ms.Kavitha, Dr.A. Jaya, published in the title , “Automated Assessment of Descriptive Student Answers in E-Learning” in the Advances in Data Science Driven Technologies (AI and Statistics_ Transforming Evidence into Decisions), published by Bentham Science Publishers, 2025,1-40
- Ms. Maheswari P , Dr. A. Jaya , published in the title, “ From Data to Insight The Role of AI and Statistics in Modern Decision Systems” in the Advances in Data Science Driven Technologies (AI and Statistics_ Transforming Evidence into Decisions), published by Bentham Science Publishers, 2025,121-140
- Ms.Kavitha,Dr.A.Jaya Published the Book Chapter titled “The Evolution of Descriptive Answer Evaluation in E-learning: A Predictive Analytics and Machine Learning Perspective ” for Shanlax publications on October 16,2025.
- Jaya, A., Khader, P. S. A., Khan, A. A. A., Sathick, K. J., Raj, L. A., & Ching, H. C. (2021). An Effective E-Learning Mechanism to Meet the Learning Demand of Industry 4.0. In Industry 4.0 Interoperability, Analytics, Security, and Case Studies (pp. 225-242). CRC Press.
- Maheswari, P., &Jaya, A. (2021). Prediction of the Stock Market Using Machine Learning–Based Data Analytics. Machine Learning Approach for Cloud Data Analytics in IoT, 347-374.
- France and A. Jaya chapter titled Machine and Deep Learning algorithms for health care application, IHCA, 2021.
- Maheswari and A.Jaya chapter titled Business Intelligence and Analytics from Big Data to Healthcare, IHCA, 2021.
- Mervin and A.Jaya chapter titled Ontology Based System for Patient Monitoring, SWEHCS-2021
- Mervin R, A.Jaya , “Ontology Modelling for Research Paradigm” published in the book titled , “Research and Applications of Semantic Web Technologies” published by CRC press, Taylor and Francis series 2021
- Amal Ganesh, A.Jaya, Sunitha, titled “An Overview of Semantic Based Document Summarization in Different Languages” accepted for publication in the book Data Science with Semantic Technologies: Theory, Practice and Application., by wiley publisher 2022
Details of Patent
Patent 1
Patent title : Online System for E-Farming
Patent No : Application No. 202041010223
Published date : 2020
Patent 2
Patent title: AI& Cloud based public security camera device
Patent No : 404065-001
Published date : 8.1.2023
Patent 3
Patent title : ““Intelligent Advisory System for Rural Agriculture Using Offline -Capable Voice Interaction and Contextual AI”
Patent No : 202541072554 A
Published date : August 15,2025
Completed and Ongoing Sponsored Research Projects and Consultancy
Sponsored Research Projects: NIL
Consultancy: NIL
Organized Training Programmes – Conference – FDPs- Seminars-Workshops-Guest Lectures: (July 2020-Till Date)
| Title | Role | Date | Duration | Sponsoring Agency (if any) |
| International Conference on Technology Enhanced Teaching and Learning | Coordinator | Oct 2025 | 2 days | Global village Malta |
| Mastering E-Content Development | Coordinator | Feb 2024 | 7 days | BSACIST |
Professional Development Certifications and Courses: (July 2020 – till date)
| 1 | Jul-Oct 2025 | A JAYA | Introduction to Large Language Models (LLMs) | NPTEL |
| 2 | Jan-Apr 2025 | A JAYA | Business Intelligence & Analytics | NPTEL |
| 3 | Jan-Feb 2025 | A JAYA | Effective Engineering Teaching In Practice | NPTEL |
| 4 | Aug-Oct 2024 | DR A JAYA | Ethics in Engineering Practice | NPTEL |
| 5 | Jul-Oct 2024 | DR A JAYA | Social Network Analysis | NPTEL |
| 6 | Jan-Apr 2024 | DR A JAYA | Intellectual Property | NPTEL |
| 7 | Jul-Oct 2023 | DR A JAYA | Learning Analytics Tools | NPTEL |
8 | Jan-Apr 2023 | DR A JAYA | NBA Accreditation and Teaching and learning in Engineering (NATE) | NPTEL |
Invited Lectures and Chairmanships at National or International Conference / Seminar etc.
| Sl. No. | Title of Lecture / Academic Session | Title of Conference / Seminar etc | Organized by | International / National |
| 1 | Harnessing Data Science in Heterogeneous Environments: Challenges and Opportunities” | Seminar | Vels Institute of Science and Technology 25.2.2025 | National |
| 2 | AI driven Knowledge discovery Today and Tomorrow” organized by | Student Development programme | Science City, Department of Higher Education, Government of Tamil Nadu, on 10.3.2025.
| National |
| 3 | Artificial Intelligence in Bioinformatics exploring the Healthcare informatics” | Seminar | Department of Bioinformatics, School of Life Sciences, on 22-9-2025 VISTAS campus | National |
| 4. | “Applied Machine Learning Techniques for Real-World Problems “ | FDP | Faculty of Science & Humanities Department of Computer Science and Application, SRM Ramapuram Campus.12th September 2025
| National |
| 5 | Dr.A.Jaya, delivered a titled , “ Industry perspective of Generative AI and its implications” | FDP | Faculty of Science & Humanities Department of Computer Science and Application, SRM Ramapuram Campus23rd August 2025 | National |
| 6 | Dr.A.Jaya , delivered a lecture on “ Introduction to NLP : Fundamentals of NLP, Tokenization, Stopword removal, Stemming and Lemmatization,Text normalization,Text classification,Text Embedding” | FDP | Sri vidya Academy, on 29/12/2025 from 2.30 PM to 4.00 P M
| National |
| 7 | Generative AI for Customer Experience | FDP | FACULTY OF SCIENCE AND HUMANITIES SRM INSTITUTE OF SCIENCE AND TECHNOLOGY, RAMAPURAM CAMPUS on 16.8.2024. | National |
| 8 | Applications of data science in heterogeneous domain | Faculty Development programme | Saveetha college of Liberal arts and Science on 4.4.2024 | National |
| 9 | Machine learning | International conference | International Conference on FRONTIER OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGIES (FCIT) organized by *Department of Computer Science &Computer Applications of Vallal P.T.Lee Chengalvaraya Naicker, Arts & Science college on 2.3.2024 | International |
| 10 | Learning Analytics and Applications of Data Science | Faculty Development programme | Sri vidya Academy, Kerala 17.2.2024 | International |
| 11 | “Essentials of Research, Research Methodology tools and techniques | Seminar | organized by SRM Vadapalnai campus on 29.1.2024 | National |
| 12 | Technology Skills required for Employers | Student Development Programme | Student Development Programme on Improving the Soft Skills and Employability Skills organized by Department of Commerce, BSACIST during the month of 21st March 2022 | National |
| 13 | Text Processing with PERL | webinar | MGR Janaki college for Women, during Month of 12h March 2022 | National |
| 14 | Healthcare Analytics | Webinar | organized by Saveetha Engineering college, during Month of 26h February 2022 | National |
| 15 | Healthcare Analytics | webinar | by SRM institute of science and Technology, during Month of 4th January 2022 | National |
| 16 | Introduction to data science and Analytics | webinar | organized by Vels Institute of science and Technology, during Month of December 2021 | National |
| 17 | Session Chair | International Conference | IEEE sponsored International Conference on Innovative Computing, Intelligent communication, and Smart Electrical systems ( ICSES – 2021) ” organized by St’Joesph Institute of Science and Technology during 24th and 25th September 2021 | International Conference |
| 18 | “Security aspects in the evolving technologies – AI & ML ” | FDP | on 29th August 2020 organized by ATAL- AICTE faculty development programme, organized by Department of Information Technology, St’Joesph college of Engineering, OMR,Chennai. | National |
| 19 | “Healthcare analytics ” | Webinar | on 17th July 2020 in the Society inauguration of MCA Association organized by Department of Computer Science, Kongu arts and science college, Erode, | National |
| 20 | “Role of Big Data analytics in Healthcare” | Webinar | on 23rd June 2020 organized by Department of Computer Science, School of Comouting sciences, Vels Institute of Science Technology & Advanced Studies, Chennai. | National |
| 21 | “How to do research?”. | Webinar | on 2nd June 2020 organized by Department of Computer Applications, B.S. Abdur Rahman Crescent Institute of Science and Technology | National |
| 22 | “Teaching and learning using Google meet” | Webinar | on 20th May 2020 organized by Kovaikalaimagal arts and science college, Coimbatore. | National |
| 23 | “Teaching and Learning using Google Classroom” | Webinar | on 4th May2020, 5th May 2020 and 6th May 2020 organized by CSI Ewarts Christian College for Women. | National |
| 24 | Big data analytics | Seminar | on 7th February 2020 for the final year students of B.Sc and BCA students of CSI Ewarts college for women ,Chennai | National |
| 25 | Session Chair | National conference | in the National conference on “Innovative Computing and Communications” organized by Guru Shree Shantivijai Jain College for Women during 12th December 2018 | National |
| 26 | Session Chair | International Conference | International Conference On “international conference on computing sciences ICCS 2018-2019” Organized byLoyala College, Chennai During 17th November 2018 | International |
| 27 | “Role of ontology in AI”” | Delivered key note address on | at MGR Janaki college for women, Chennai on 4.1.2017 during the National Conference on “Computational Convolution in Intelligent systems and mathematics | National |
| 28 | “Recent trends in Multimedia technologies | Seminar | VFX” organized by department of Computer Science,Vels University during 3rd October 2016 | National |
| 29 | “Sentic Computing – Research Perspective | National Conference | First National Conference on Computational Intelligence Systems ’16 (NCCIS ’16) organized by MGR Janaki college for women, during 7th April 2016 | National |
| 30 | recent trends in information technology” | Key note address- Workshop | organized by CSI Ewarts college for women during 2nd March 2016 | National |
| 31 | “Cognitive reasoning” | Guest lecture | St. Joesph college of Engineering. Chennai on 7th January 2016 | National |
| 32 | “Art of Writing Research Articles | FDP | organized by Krishnaswamy ” arts college for Women on 1st April 2015 | National |
| 33 | Acted as a judge for Paper Presentation | technical symposium | in technical symposium XPLOITS & COLOSIUM on 28th March 2015 at Valliammai college of Engineering, Chennai – 48 | National |
| 34 | Recent trends in Information technology” | guest lecture | organized by St. Thomas college for arts and science on 10th February 2015 | National |
| 35 | Acted as a Session chair in | International Conference | the Second International Conference on Innovations in Contemporary IT Research (ICITR-2015) ” during 6th – 7thfebruary 2015 organized by Department of Computer Science, Quaid-E-MillathGovernment College for Women (Autonomous) in Chennai | International Conference |
| 36 | Acted as a Session chair in the | International conference | International conference on Artificial intelligence and Manufacturing Engineering” during 25th – 26th December 2014 in Dubai. | International Conference |
| 37 | sentic computing” | Delivered Key note address in the regional level workshop | organized by Dr.M.G.R Janaki arts college for women during September 2014 | National |
| 38 | “Computer Architecture | Delivered guest lecture on | St.Joesph college of Engineering. Chennai on 18th June 2014 | National |
| 39 | “The Impact of Java in developing research oriented tools and Applications – A Researcher perspective”. | Delivered guest lecture | at A.V.C college of Engineering on 21st December 2013 | National |
| 40 | on” overview of SPSS and Matlab” | Delivered Key note address in the regional level workshop | organized by Dr.M.G.R Janaki arts college for women during September 2013 | National |
| 41 | “ How to do Research? | Delivered a guest lecture | In the national level workshop on “Research Methodologies” organized by Krishnaswamy arts college for Women during July 2013 | National |
| 42 | Analysis of Algorithm ‘ , | Delivered a guest lecture on ‘ | one day seminar organized by Department of Mathematics, BSA University, Chennai, during April 2010 | National |
| 43 | “Intelligent Agents” | guest Lecture | in the Workshop on “ Knowledge management “sponsored AICTE – QIP Programme and organized by Department of Computer science engineering, Anna University, Chennai during Dec ‘2007 | National |
| 44 | “Network Security “ | Delivered a guest Lecture | in Faculty Development Training Programmes for “Networks and Data Structure” organized by Department of computer science and Application, B.S.A Crescent engineering College, during May 2006 | National |
| 45 | “Data structure and Algorithm” | Delivered a guest lecture on | in Campus Connect Program during 2006 Organized by BSACEC | National |
Awards & Achievements
| Name of the Award | Awarding Agency Name | Nature of the Achievement | State/National / International | Year |
| Certificate of Appreciation | BSACIST | Academic Excellence | University | 2007-2008, 08-09, 09-10 |
| Research incentive award | BSACIST | Research Excellence | University | 2013 2019 |
| Award Under 50 category towards Making India Employable | India Education Forum and India Employer Forum | Research Excellence | National | 8Th September 2023 at Mumbai |
Professional Society Membership
| Professional Body | Membership ID | Membership Level (Member, Sr.Member, Life-Time Member, Fellow) |
| CSI | F8005565 | Member |
| IEEE | 98765432 | Member |
Extension Activities (DC Members, Examiners, Reviewers, NSS, NCC, Sports etc.)
A. External
- Acted as Doctoral Committee (DC) Member and External Examiner at Anna University , Vels Institute of Science and technology, Saveetha University, Hindustan university, SRM Kattankulathur.
- Reviewer in Journal of Engineering Science and Technology (JESTEC)
- Reviewer in International Journal of Artificial Intelligence and Soft Computing
- Editor in International journal of knowledge-based computer systems for the month of June 2013
- Reviewer for International Journal of Continuing Engineering Education and Life-Long Learning (IJCEELL)
- Reviewer for the – The 1stAnnual Global Online Conference on Information and Computer Technology (CICT 2014)
- Reviewer for the – International conference on “Artificial intelligence and Manufacturing Engineering” during 25th – 26th December 2014 Dubai.
- Reviewer for the 5th International conference on Information management and Machine Intelligence organized by Poornima institute of Technology Dec 2023- Rajasthan
Internal (BSACIST)
i. Institute Level
- Head of the department of Computer Application since from 1st July 2015 to December 2019, BSACIST
- Dean (Student Affairs, Female) for the BSACIST from May 2017 to June 2018
- Dean in charge for School of Computer Information and Mathematical science since from 18th September 2018 to 18th September 2019 .
- Deputy Director, Centre for Distance and Online Education from Jan 2022 to March 23.
- Director, Centre for Distance and Online Education from March 23 to till date
- Academic Council member in B.S.Abdur Rahman Crescent Institute of Science and Technology from 2011 to till date
ii. School Level
- Member, Board of Studies (BoS), BSACIST; contributed to syllabus revision for MCA, BCA and B.Sc
iii. Department Level
- Coordinated departmental academic and co-curricular activities.
- Coordinated in organizing department-level seminars, workshops, and student engagement programmes.
