Dept of Computer Science - Faculty Details
Faculty Name Hridya Sobhanam Email
hsobhanam@gmail.com
Designation
Assistant Professor
Experience Details
In govt service from 18/12/2020 (3 years 7 months) Private service and adhoc service: 7.5 years
Qualifications
ME in Software Engineering
Areas of Interest
Deep learning, Programming using C, C++, Java, Python, Compilers, Automata theory
Field of Research
Text Summarization using deep learning
Guideship Details
Subjects Handled
Programming - C, C++, Java, Python, Automata theory, Compilers, Data Structures, Operating systems
Academic Responsibilities Undertaken
Duties Performed
Research Projects Undertaken
Research Publications
1. The technical paper titled “Analysis of fine tuning the hyper parameters in RoBERTa model using genetic algorithm for text classification” is published in the International Journal of Information Technology. 15, 3669–3677 (2023). https://doi.org/10.1007/s41870-023-01395-4.
2. The technical paper titled “A hybrid approach to solve cold start problem in recommender systems using association rules and clustering technique” is published in the International Journal of Computer Applications Volume 74– No.4, July 2013 with ISBN 973-93-80876-34-0
3. The technical paper titled “Addressing cold start problem in Recommender Systems using association rules and clustering technique” is archived in IEEE Explore with Print ISBN 978-1-4673-2906-4
Books Published
Paper Presentations
1. Presented Paper titled “ICT for elderly in India” in the Fifth National Conference on Recent Trends in Information and Communication Technology held during April, 2012 at Bannari Amman College of Engineering, Tamil Nadu.
2. Presented technical paper titled “Addressing cold start problem in Recommender Systems using association rules and clustering technique” in the IEEE sponsored International Conference on Computer Communication and Informatics held during January, 2013 at Sri Shakthi Institute of Engineering and Technology, Tamil Nadu.
3. Technical paper titled “Addressing cold start problem in Recommender Systems using association rules and clustering technique” was selected for publish in the International Conference on Soft Computing and Software Engineering 2013 held on March 2013 at San Francisco State University, USA.
Seminars / Workshops Organized
Govt College Kasaragod:
1. Coordinator of National Workshop on Deep Learning organized by Govt College Kasargod (sponsored by DCE), conducted from 18/12/2023 to 20/12/2023)
Govt College Thalassery:
1. Organized webinars in the college
2. Introduction to Artificial Intelligence on 18/2/21.
3. Introduction to Machine Learning on 30/3/21.
4. Expert talk series - Introduction to deep learning and Introduction to Google Colab on June 14th and 15th, ,2021.
5. Career Prospects in Computer Science on Jan 13th, 2022.
6. Organized Techfest Vijnana 2023 on 10th and 13th February, 2023
Seminars Attended
Workshops Attended
1. Workshop as part of FYUGP ad-hoc committee 3 days, 15/1/2024 to 17/1/2024 NAS, Kanhangad Kannur University
2. Workshop and FDP on N-Hans: from Transformers to LLMs- 5 days (online) 12th December, 2023 to 16th December, 2023 - IIITK, Kottayam
3. Deep Learning: Three Day Hands on Workshop to Build Realistic AI Models- 15/2/23, 16/2/23, 17/2/23 - MES College, Marampally, Kochi - KSHEC and CUSAT
4. Online STTP on Hi performance computing and Deep learning for Image, text analysis- One week -22/2/21 to 27/2/21- Mar Baselios college of Engineering & Technology, Trivandrum AICTE
5. Learning Management system( Moodle) and course design- 6 days 1/9/21 to 6/9/21- KSHEC
6. Online Hands-on Training on Learning Management System (MOODLE)- 6 days
7. 22nd to 27th September 2021 - Institution Level Cluster Programme under Let\'s Go Digital initiative of the Government of Kerala organised by the Faculty Development Centre of the Kerala State Higher Education Council in association with the Digital University of Kerala KSHEC
Refresher Courses Attended
Orientation Programmes Attended
Winter School 2024 on Natural Language Processing and Large Language models 29th January, 2024 to 9th February, 2024 - Offline , International Center for Free and Open source Solutions (ICFOSS), Trivandrum - ICFOSS and Kerala Knowledge and Economy mission (KKEM)
One month Faculty Induction Programme (online)- 4/1/22 to 2/2/22- Kannur University UGC-HRDC, Kannur University
Awards / Honours / Patents Conferred
Recipient of ACM Anveshan Setu Fellowship (2023)
Membership (s) in
Assigned Office Charges
IT Cell
Countries Visited
| Faculty Name | Hridya Sobhanam |
| hsobhanam@gmail.com | |
| Designation | Assistant Professor |
| Experience Details | In govt service from 18/12/2020 (3 years 7 months) Private service and adhoc service: 7.5 years |
| Qualifications | ME in Software Engineering |
| Areas of Interest | Deep learning, Programming using C, C++, Java, Python, Compilers, Automata theory |
| Field of Research | Text Summarization using deep learning |
| Guideship Details | |
| Subjects Handled | Programming - C, C++, Java, Python, Automata theory, Compilers, Data Structures, Operating systems |
| Academic Responsibilities Undertaken | |
| Duties Performed | |
| Research Projects Undertaken | |
| Research Publications | 1. The technical paper titled “Analysis of fine tuning the hyper parameters in RoBERTa model using genetic algorithm for text classification” is published in the International Journal of Information Technology. 15, 3669–3677 (2023). https://doi.org/10.1007/s41870-023-01395-4. 2. The technical paper titled “A hybrid approach to solve cold start problem in recommender systems using association rules and clustering technique” is published in the International Journal of Computer Applications Volume 74– No.4, July 2013 with ISBN 973-93-80876-34-0 3. The technical paper titled “Addressing cold start problem in Recommender Systems using association rules and clustering technique” is archived in IEEE Explore with Print ISBN 978-1-4673-2906-4 |
| Books Published | |
| Paper Presentations | 1. Presented Paper titled “ICT for elderly in India” in the Fifth National Conference on Recent Trends in Information and Communication Technology held during April, 2012 at Bannari Amman College of Engineering, Tamil Nadu. 2. Presented technical paper titled “Addressing cold start problem in Recommender Systems using association rules and clustering technique” in the IEEE sponsored International Conference on Computer Communication and Informatics held during January, 2013 at Sri Shakthi Institute of Engineering and Technology, Tamil Nadu. 3. Technical paper titled “Addressing cold start problem in Recommender Systems using association rules and clustering technique” was selected for publish in the International Conference on Soft Computing and Software Engineering 2013 held on March 2013 at San Francisco State University, USA. |
| Seminars / Workshops Organized | Govt College Kasaragod: 1. Coordinator of National Workshop on Deep Learning organized by Govt College Kasargod (sponsored by DCE), conducted from 18/12/2023 to 20/12/2023) Govt College Thalassery: 1. Organized webinars in the college 2. Introduction to Artificial Intelligence on 18/2/21. 3. Introduction to Machine Learning on 30/3/21. 4. Expert talk series - Introduction to deep learning and Introduction to Google Colab on June 14th and 15th, ,2021. 5. Career Prospects in Computer Science on Jan 13th, 2022. 6. Organized Techfest Vijnana 2023 on 10th and 13th February, 2023 |
| Seminars Attended | |
| Workshops Attended | 1. Workshop as part of FYUGP ad-hoc committee 3 days, 15/1/2024 to 17/1/2024 NAS, Kanhangad Kannur University 2. Workshop and FDP on N-Hans: from Transformers to LLMs- 5 days (online) 12th December, 2023 to 16th December, 2023 - IIITK, Kottayam 3. Deep Learning: Three Day Hands on Workshop to Build Realistic AI Models- 15/2/23, 16/2/23, 17/2/23 - MES College, Marampally, Kochi - KSHEC and CUSAT 4. Online STTP on Hi performance computing and Deep learning for Image, text analysis- One week -22/2/21 to 27/2/21- Mar Baselios college of Engineering & Technology, Trivandrum AICTE 5. Learning Management system( Moodle) and course design- 6 days 1/9/21 to 6/9/21- KSHEC 6. Online Hands-on Training on Learning Management System (MOODLE)- 6 days 7. 22nd to 27th September 2021 - Institution Level Cluster Programme under Let\'s Go Digital initiative of the Government of Kerala organised by the Faculty Development Centre of the Kerala State Higher Education Council in association with the Digital University of Kerala KSHEC |
| Refresher Courses Attended | |
| Orientation Programmes Attended | Winter School 2024 on Natural Language Processing and Large Language models 29th January, 2024 to 9th February, 2024 - Offline , International Center for Free and Open source Solutions (ICFOSS), Trivandrum - ICFOSS and Kerala Knowledge and Economy mission (KKEM) One month Faculty Induction Programme (online)- 4/1/22 to 2/2/22- Kannur University UGC-HRDC, Kannur University |
| Awards / Honours / Patents Conferred | Recipient of ACM Anveshan Setu Fellowship (2023) |
| Membership (s) in | |
| Assigned Office Charges | IT Cell |
| Countries Visited |