Noakhali Science and Technology University

Phone: 02334496522 Fax: 02334496523 registrar@office.nstu.edu.bd
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Software Engineering Program (BSSE)

Academic Profile of Falguni Roy

Falguni Roy

About Falguni Roy

To use my skill and experience and thereby to promote a positive atmosphere and higher quality education among students. Seeking a responsible academic position as a researcher & assistant professor to use my abilities and experience effectively and efficiently for students in the area of Software Engineering and have acquisition for learning and developing new skills.

For research activities please visit on:

  • Researchgate: https://www.researchgate.net/profile/Falguni_Roy
  • Google Scholar: https://scholar.google.com/citations?user=rl4I2U4AAAAJ&hl=en 




2018, September 

A Trust Based and Time Influenced Similarity Computation Method for Collaborative Filtering

Falguni Roy and Mohammad Nuruzzaman Bhuiyan

International Journal of Scientific & Engineering Research, 2018; 9(9).

2019,  July

An Item–Item Collaborative Filtering Recommender System Using Trust and Genre to Address the Cold-Start Problem.

Mahamudul Hasan and Falguni Roy

 Big Data and Cognitive Computing 3, no. 3 (2019): 39. DOI: https://doi.org/10.3390/bdcc3030039

2019,  June

A Comprehensive Collaborating Filtering Approach using Extended Matrix Factorization and Autoencoder in Recommender System

Mahamudul Hasan, Falguni Roy, Tasdikul Hasan, and Lafifa Jamal

International Journal of Advanced Computer Science and Applications (IJACSA). 2019 June; 10(6)

2020, July

Students Perception of Mobile Learning during COVID-19 in Bangladesh: University Student Perspective

Bikram Biswas, Sajib Kumar Roy, Falguni Roy

Aquademia. 2020; 4 (2), ep20023



2015, April

User Similarity Computation for Collaborative Filtering Using Dynamic Implicit Trust

Falguni Roy, Sheikh Muhammad Sarwar, and Mahamudul Hasan

The 4th International Conference on Analysis of Images, Social Networks, and Texts, pages: 236-242, 9th – 11th April 2015, Yekaterinburg, Russia.

2019, February

A Genre-Based Item-Item Collaborative Filtering: Facing the Cold-Start Problem

Surajit Das Barman, Mahamudul Hasan, and Falguni Roy

8th International Conference on Software and Computer Applications (ICSCA 2019), February 19-22, 2019, Penang, Malaysia.





Experiences and Activities

Teaching Experience

26th November 2019 to Present

Assistant Professor

Institute of Information Technology (IIT),

Noakhali Science & Technology University (NSTU), Noakhali-3814, Bangladesh

26th November 2017 to 25th November 2019


Institute of Information Technology (IIT),

Noakhali Science & Technology University (NSTU), Noakhali-3814, Bangladesh

Taken Courses

  • Introduction of Software Engineering
  • Structured Programing Language
  • Object-Oriented Concepts
  • Technology and Society
  • Design Pattern
  • Software Project Lab

Industry Experience

01st January 2014 to 25th November 2017

Software Quality Assurance Engineer

Orion Informatics Ltd.; Dhaka, Bangladesh

01st January 2013 to 30th June 2013

Intern- Software Quality Assurance 

Orion Informatics Ltd.; Dhaka, Bangladesh

Administrative Experience 

01st January to Present


Session: 2019-2020 (3rd Batch of B.Sc. Students of Software Engineering)

Students of the Department of Software Engineering, Institute of Information Technology, Noakhali Science and Technology University, Noakhali-3814, Bangladesh 


  • Achieved "DU Pre Graduation Scholarship" based on the results and sincerity in the classes.