St Joseph's University, 36, Lalbagh Road, Bengaluru-560027, Karnataka, India.
A Public-Private-Partnership University under RUSA 2.0 of MHRD (Government of India), established by the Karnataka Govt. Act No. 24 of 2021
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Department of

Faculty Details

Faculty

Dr Deepa Nagalavi

Assistant Professor,

Faculty Details

ACADEMIC QUALIFICATION
Academic Degree Subject University Address of the University Rank/ Medals
PhD Computer Science and Applications Bangalore University, Bangalore Bangalore University, Jnanabharati, Bangalore 560056
MCA Computer Science and Applications Karnataka University, Dharwad Karnataka University, Pavatenagar, Dharwad, 580001
PGDCA Computer Science and Applications Karnataka University Dharwad Karnataka University, Pavatenagar, Bangalore
BA Computer Applications Karnataka University, Dharwad Karnataka University, Pavatenagar, Dharwad
PhD Details
Title of Thesis University / Institution University Address Date of Registration Date of Completion Details of papers published Current Status
Optimized Information Retrieval System for Online English Newspaper Bangalore University, Bangalore Bangalore University, Jnanabharati, Bangalore 03-11-2013 07-02-2022 1. Deepa Nagalavi, M. Hanumanthappa, Ravikumar K, “An Improved Attention Layer assisted Recurrent Convolutional Neural Network Model for Abstractive Text Summarization”, INFOCOMP, v. 18, no. 2, p. 36-47, June 2019 (UGC CARE list group B). 2. Deepa Nagalavi, M. Hanumanthappa, “The NLP Techniques for Automatic Multi-Article News Summarization Based on Abstract Meaning Representation”, Springer International Conference on Emerging Trends in Expert Applications and Security (ICETEAS-2018) held on February 17-18, 2018 in JECRC, Jaipur, Rajasthan. 3. Deepa Nagalavi, Hanumanthappa M, “An Architecture for Efficient News Items Clustering and Retrieval Based on Language Models for a Dynamic Collection of ENewspapers”, IPASJ International Journal of Computer Science (IIJCS), Volume 5, Issue 7, July 2017 ISSN: 2321-5992 (UGC Approved). 4. Deepa Nagalavi, Hanumanthappa M, “A New Graph Based Sequence Clustering Approach For News Article Retrieval System”, IEEE International Conference on Power, Control Signals and Instrumentation Engineering (ICPCSI), 21st and 22nd September 2017, at Saveetha Engineering College, Chennai, Tamilnadu. 5. Deepa Nagalavi, M. Hanumanthappa, “Predicting Word Sequence using N-gram Model to Identify the sequence of Article Blocks in English E-Newspaper”, in the National Seminar on Digital Literacy for Students[NSDLS-16], Dravidian University, held on 19th-20th August, 2016. 6. Hanumanthappa M, Deepa Nagalavi, “A Knowledge Based WordNet Measures to Identify Semantic Relatedness between Different Blocks of News Article in E-Newspaper”, International Conference on Computational Science, Mathematics and Biology (IJCSME-SCSMB-16-march-2016, ISSN 2349-8439). 7. Deepa Nagalavi, Hanumanthappa M, “A Model to Predict Words in the Sentence to Identify an Aligned Sequence of Article Blocks in e-Newspaper”, International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE), ICRITCSA M S Ramaiah Institute of Technology, Bangalore Vol. 5, Special Issue 2, October 2016, DOI 10.17148, Pg 160-164, ISSN (Online) 2278-1021, ISSN (Print) 2319-5940. 8. Deepa Nagalavi, Hanumanthappa M, “N-gram Word Prediction Language Models to Identify the Sequence of Article Blocks in English E-Newspapers”, International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), 2016, Pg.307-311, DOI:10.1109/CSITSS.2016.7779368, IEEE Conference Publications. 9. Dr. Hanumanthappa. M, Deepa Nagalavi, “Identification and Extraction of Different Objects and its Location from PDF file using Efficient Information Retrieval System”, ICSNS – 2015 ( IEEE Conference on Soft Computing and Internet Security) , held in SNS Engineering College, Coimbatore on 25th, 26th, & 27th February, 2015. 10. Dr. Hanumanthappa. M,“Identification and Extraction of Headlines from Online English Newspaper- Statistical Approach” International Conference on Computing Paradigms (ICCP-2015) 24th and 25th of July 2015 (Scopus Indexed-scopus.com) International Journal of Applied Engineering Research (IJAER) Volume 10, Number 69 (2015) Special Issues. 11. Dr. Hanumanthappa. M, Deepa Nagalavi, “Article Reconstruction: Identification of the Root Node for an Article in English Newspaper Using a Heuristic Approach”, ICDECS-2015, RNS Institute of technology, International Journal of Applied Engineering Research, ISSN 0973-4562 Vol. 10 No.86 (2015) © Research India Publications; http/www.ripublication.com/ijaer.htm. 12. Dr. Hanumanthappa. M, Deepa Nagalavi, Manish Kumar, “A Study of Information Extraction Tools for Online English Newspapers (PDF): Comparative Analysis” International Journal of Innovative Research in Computer and Communication Engineering, ISSN(online): 2320-9801, ISSN(print):2320-9798, Vol. 2, Issue 10, October 2014 13. Dr. Hanumanthappa M., Deepa Nagalavi, Manish Kumar, "Information Retrieval Research Challenges", National Conference, Garden city college, Bangalore , ISSN 2320-4834, Vol 2, Page No 04- 08. 14. Deepa Nagalavi, Dr. Hanumanthappa M., "A survey on Information Retrieval System for Online Newspapers”,3rd National conference of Software Engineering, 20th -21st Feb, 2014, M. S. Ramaiah Institute of Technology, Bangalore. Proceeding published in International Journal of Engineering Research & Technology (IJERT), NCSE'14 Conference Proceedings, Page No 52-56. Awarded
Publications
Title Journal Name Year DOI/URL Your authorial position How many authors Clarivate IF
An Improved Attention Layer assisted Recurrent Convolutional Neural Network Model for Abstractive Text Summarization INFOCOMP Journal of Computer Science 2019 https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/628 1st and corresponding 3
The NLP Techniques for Automatic Multi-Article News Summarization Based on Abstract Meaning Representation Emerging Trends in Expert Applications and Security, Advances in Intelligent Systems and Computing 2018 doi.org/10.1007/978-981-13-2285-3_31 , https://link.springer.com/chapter/10.1007/978-981-13-2285-3_ 1st and corresponding 2 2
A New Graph Based Sequence Clustering Approach For News Article Retrieval System IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI) 2018 10.1109/ICPCSI.2017.8391957 1st and corresponding 2
An Architecture for Efficient News Items Clustering and Retrieval Based on Language Models for a Dynamic Collection of ENewspapers IPASJ International Journal of Computer Science 2017 http://www.ipasj.org/IIJCS/IIJCS.htm 1st and corresponding 2
Presentations
Title of Paper Title of Seminar/Conference Organized by Level Start Date Place Country Duration
Predicting Word Sequence using N-gram Model to Identify the sequence of Article Blocks in English E-Newspaper Digital Literacy for Students[NSDLS-16] Dravidian University National 19-08-2016 Kuppam India 2
Participation (Seminar, Conference, Workshop)
Title of Event Type of Event Level Organized by Start Date Place Duration
Teaching, Learning and Evaluation Workshop University St. Joseph's University, Bangalore 14-03-2024 St. Joseph's University, Bangalore 1
Induction Program Training Program University St. Joseph's University, Bangalore 04-07-2023 St. Joseph's University, Bangalore 16
Natural Language Processing for Analyzing Writing and Editing CVs and Job Posting on Data Science Webinar International G. T. Institute of Management Studies and Research 24-11-2021 Bangalore 1
Symbiotic Relationship Between IoT, Cloud and AI Webinar University Bangalore University, Bangalore 14-08-2020 Bangalore University, Bangalore 1
Introduction to MS Excel Workshop Intra-Collegiate Global Institute of Management Sciences 23-07-2020 Bangalore 2 Days
Previous Experience
Designation Institution Name Start Date End Date
Full Time Guest Faculty Bangalore University, Bangalore 01-01-2022 31-12-2022
Teaching Assistant Karnataka Science College, Dharwad 01-08-2009 14-05-2012
Faculty Development Program
Title of Event Type of Event Level Organized by Place Date From Date To
Induction Program FDPs attended HRDC SJU-HRDC(FDP) SJ. Joseph's University, Bangalore 04-07-2023 25-07-2023
Python Programming FDPs attended HRDC Department of Computer Science, Government First Grade College and PG Center, Dharwad in association Government First Grade College and PG Center Dharwad 09-07-2020 15-07-2020
Mobile Applications FDPs attended Others RNS Institute of Technology Bangalore 25-07-2018 27-07-2018
Resource Persons
Title of the Program Role Level Organized by Start Date Place Country
Diploma in Information Communication Invited Talk University Directorate of Distance Education 10-06-2016 Kannada University, Hampi India

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