Computer Science and Engineering

Mr. Md. Moinul Hoque

Research Interests

• Natural Language Processing
• Question Answering Systems
• Database Oriented Application
• Application of Deep Learning

Educational Background

• Master of Science (MSc), (CSE (Artificial Intelligence)), United International University
• Bachelor of Science (BSc), (Computer Science and Engineering), Ahsanullah University of Science and Technology

Honors and Achievements

• Reviewer, 3rd International Conference on Intelligent Systems, Advanced Computing and Communication, IEEE Conference Record No: 65211, 2025
• Reviewer, 6th International Conference on Information Systems and Management Science (ISMS 2023), SCOPUS indexed Springer LNNS, 2023
• Member, Action Plan Development Committee of ICT Act 2023, Government of Bangladesh, Government of Bangladesh, 2023
• Member, Technical Evaluation Committee for EVM, Bangladesh Election Commission, 2022
• Session Chair, Computer Networks Security and IoT, 24th International Conference on Computer and Information Technology, ICCIT 2021 , Dhaka, 2021
• Member Secretary, IT Support Subcommittee, 23rd International Conference on Computer and Information Technology, 2020
• Erasmus Mundus Scholarship, European Union, Sept 2012- Jun 2015 as Researcher at the Doctoral Level, 2012
• Joint Secretary, 13th International Conference on Computer and Information Technology, 2010
• Dean's List of Honour, Ahsanullah University of Science and Technology, 2003
• Certificate and Award of Recognition for the 9th position in terms of merit in Dhaka Board (SSC), Awarded by the Prime Minister of the Govt. of Bangladesh, 1995

Publications

1. Uddessho: An Extensive Benchmark Dataset for Multimodal Author Intent Classification in Low-Resource Bangla Language, SpringerLink Book Chapter from the 18th International Conference on Information Technology and Applications (ICITA 2024), 2024, SpringerLink, Scopus Indexed.
2. Identification of Appropriate Database Relations through Attributes Extracted from Natural Language Queries, A book chapter published in the SpringerLink CCIS, volume 252, 2011, International Conference on Informatics Engineering and Information Science. URL

1. The Impact of Technology-Enabled Learning Implementation at Ahsanullah University of Science and Technology, Online Institutional Repository for Learning Resources and Publications, Commonwealth of Learning, 2021, Commonwealth of Learning. URL
2. Question Answering System over Linked Data: A Detailed Survey, ABC Research Alert, 2020.
3. Hybrid Text Summarizer for Bangla Document, International Journal of Computer Vision and Signal Processing, Vol: 10(1), 2020. URL
4. Architecture and weight optimization of ANN using sensitive analysis and adaptive particle swarm optimization, International Journal of Computer Science and Network Security, 2010.
5. Enriching Data-Intensive Domain-Ontologies for Useful Transformation of Natural Language Queries, IJCSNS, 2010.
6. Analysis of Relationships among Diverse Types of Software Attributes for Assessing Quality Factors of Gaming Software, IJCSNS, 2010.

1. Bengali Hateful Memes Detection: A Comprehensive Dataset and Deep Learning Approach, International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), 8-9 March, Dhaka, Bangladesh, IEEExplore indexed, 2024.
2. Video-based Driver Distraction Detection using Transfer Learning: Bangladesh Perspective, International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), 8-9 March, Dhaka, Bangladesh, IEEExplore indexed, 2024, IEEExplore indexed.
3. Advancing Abstractive Bangla Text Summarization: A Deep Learning Approach Using Seq2seq Encoder-Decoder Model and T5 Transformer, 5th International Conference on Sustainable Technologies for Industry 5.0, IEEExplore indexed, 2024, IEEExplore. URL
4. Intelligent Combination of Approaches Towards Improved Bangla Text Summarization, International Conference on Applied Intelligence and Sustainable Computing (ICAISC), India, IEEExplore Indexed, 2023, IEEExplore. URL
5. An Intelligent Approach Towards Legal Text-Documents Retrieval, 25th International Conference on Computer and Information Technology (ICCIT), 17-19 December, IEEEXplore Indexed, 2022. URL
6. Blended Learning Implementation at Ahsanullah University of Science and Technology – an Academic Quality Enhancer and a Savior During the Covid-19 Pandemic, 10th Pan-Commonwealth Forum on Open Learning (PCF10), Canada, 2022, 2022, Commonwealth of Learning. URL
7. IoT Based Smart Home: A Machine Learning Approach, Proceeding of the 24th International Conference on Computer and Information Technology, Dhaka, IEEExplore Indexed, 2021, IEEExplore.
8. Adrisya Sahayak: A Bangla Virtual Assistant for Visually Impaired, 2nd International Conference on Robotics, Electrical and Signal Processing, IEEExplore Indexed, 2021, IEEExplore. URL
9. ABYS (Always By Your Side): A Virtual Assistant for Visually Impaired Persons, 2019 22nd International Conference on Computer and Information Technology, Dhaka, IEEExplore Indexed, 2019, IEEExplore. URL
10. Scalable Micro-Service based Approach to FHIR Server with Golang and No-SQL, Proceedings of the 20th International Conference on Computer and Information Technology, 2017, IEEExplore Indexed, 2017, IEEExplore. URL
11. A Heuristics-Based Keyword and Phrase Ranking in the Text Corpus for Question Answering Systems, Proceedings of the 20th International Conference on Computer and Information Technology, IEEExplore Indexed, 2017, IEEExplore. URL
12. A Content-Aware Hybrid Architecture for Answering Questions from Open-domain Texts, Proceeding of the 19th International Conference on Computer and Information Technology, IEEExplore Indexed, 2016, IEEExplore. URL
13. An Ontological and Semantic Understanding-Based Model for Factoid Question Answering Systems, Proceedings of the 5th Jornadas de Informática, Universidade de Évora (JIUE2015), pp: 136-140, Portugal, 2015, JIUE.
14. A Semantic Based Technique For Question Classification in Question Answering Systems - A Hybrid Approach, 2015 18th International Conference on Computer and Information Technology, Dhaka, IEEExplore Indexed, 2015, IEEExplore. URL
15. An Effective Approach for Relevant Paragraph Retrieval in Question Answering Systems, 18th International Conference on Computer and Information Technology, Dhaka, IEEExplore indexed, 2015, IEEExplore. URL
16. A Novel Approach for Classification of Natural Language Questions in Question Answering System by Obtaining the Question Focus from a Syntactic Question Network Model and Detecting its Appropriate Contextual Sense, Proceedings of the 4th Jornadas de Informática, Universidade de Évora (JIUE2014), Portugal, pp: 130, 2014, 2014, JIUE 2014.
17. SEMONTOQA: A Semantic Understanding- Based Ontological Framework for Factoid Question Answering, Proceedings of the Forum for Information Retrieval Evaluation (FIRE 2014), ACM Indexed, 2014, ACM Digital Library. URL
18. Information Retrieval Based on Extraction of Domain Specific Significant Keywords and Other Relevant Phrases from a Conceptual Semantic Network Structure, Proceedings of Forum for Information Retrieval Evaluation, India, 2013, 2013, FIRE.
19. Classifying Questions in Question Answering System Using Finite State Machines with a Simple Learning Approach, Proceedings of the 27th Pacific Asia Conference on Language, Information, and Computation (PACLIC 27), 2013.
20. Recognition of Attribute Value Phrases in Natural Language Queries to Databases, 3rd International Conference on Data Management, (Innovations, Advances in Data Management), 2010.
21. Isolating Significant Phrases in Common Natural Language Queries to Databases, 11th International Conference on Computer and Information Technology, IEEExplore Indexed, 2008, IEEExplore. URL
22. An Evolutionary Approach to Find an Intelligent Traffic Control System for a Single Crossing Site, 2007.
23. A Comparison of Distributed Transaction Technologies and Protocols for Mobile Database Systems, 2007.