Md. Saeed Siddik
Biography
| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Masters | Software Engineering and Intelligent Systems | University of Alberta | Canada | 2025 |
| Masters | Software Engineering | IIT, University of Dhaka | Bangladesh | 2015 |
| Bachelor | Software Engineering | IIT, University of Dhaka | Bangladesh | 2013 |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Assistant Professor | IIT, University of Dhaka | Bangladesh | Jul 2019 | Present |
| Lecturer | IIT, University of Dhaka | Bangladesh | Nov 2015 | Jun 2019 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Software Artifact Analysis | Software artifacts are the outcomes which are involved in the entire development of a program. Those artifacts are used to analyze and measure the developed software. These data come from various modes e.g. comments as textual, codes as features, diagram as XML, requirements as NLP, etc. All of these are very much important for software engineering research. Currently, I involve with code, comments and requirement analysis. |
|
| Software Quality and Testing | Software testing is one of the vital phases in SDLC where the quality of the respective software has been ensured. Where test case prioritization reorders test cases based on faulty module detection capability to detect maximum faults by minimum execution. Test case prioritization reorders test cases for providing earlier feedback to software testers and managers about faulty modules, which are exigent specially in regression testing. |
|
| Software Design Migration | Software is developed based on several well-known architectures such as Structured, Object Oriented, Component-Based, etc. which are quite similar in their underlying dependencies, but different in top-level usages. Legacy software, often written in procedural languages such as C, C , COBOL, etc. could be a major concern for organizations due to low maintainability, which can be resolved by modern reusable design such as Java, GoLang, Python, etc. That architecture still has some code smells which should be leveraged by refactoring in source code. |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Masters | Code Comments Inconsistency Detection for Improving Software Maintainability | Md Saeed Siddik | Fazle Rabbi | Comments in source code are very important to understand the existing source code, where software evolves day by day. In large scale software development, developers need to analyze existing codes and they often depend on these comments. However, it is very common to ignore changing comments with respect to changing codes, which makes those comments inconsistency. These types of comments gradually affect the performance of software maintenance and evolution |
||
| Masters | Multipartite Based Test Case Prioritization for Improving Software Quality | Md Saeed Siddik | Md. Abu Hasan | Test case prioritization reorders test cases based on faulty module detection capability to detect maximum faults by minimum execution |
Project/Research Work
| Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
|---|---|---|---|---|---|
| Software Engineering | Mobile Apps Review Analysis and Prioritize | UGC | 08-03-2020 | 07-01-2021 | |
| Software Engineering | Software Test Case Prioritization for Quality Assurance | UGC | 01-04-2018 | 12-06-2019 |
Invited Talk
| SL | Invited Talk |
|---|---|
| 1 | Conducting a workshop on research article writeup using Latex and OriginPro software hosted by IEEE Computer Society Student Branch Dhaka University Chapter. |
| 2 | Conducting a workshop on Python for data analysis hosted by Dhaka University Science Society |
| SL | Collaboration & Membership Name | Type | Membership Year | Expire Year |
|---|---|---|---|---|
| 1 | IEEE Computer Society | Professional Member | 2018 | 2021 |
| Journal Article | |
|---|---|
| 1 |
Md Saeed Siddik, Hao Li and Cor-Paul Bezemer : A systematic literature review of software engineering research on Jupyter notebook,
Journal of Systems and Software (impact factor:4.1 (Q1)) , vol.235 Elsevier , pp.112758 , 2025
.
|
| 2 |
Abdur Rahman, Abu Nayem, Mahfida Amjad and Md Saeed Siddik : How do Machine Learning Algorithms Effectively Classify Toxic Comments? An Empirical Analysis,
International Journal of Intelligent Systems and Applications , vol.15 , no.4 MECS Press , pp.1-14 , 2023
.
|
| 3 |
Abdur Rahman, Abu Nayem and Md Saeed Siddik : Non-Functional Requirements Classification Using Machine Learning Algorithms,
International Journal of Intelligent Systems and Applications , vol.15 , no.3 MECS Press , pp.56-69 , 2023
.
|
| 4 |
Md Saeed Siddik, Md Abdur Rahman and Kazi Sakib : Prioritising test cases by collaborating artefacts of software development life cycle,
International Journal of Forensic Software Engineering , vol.1 , no.1 Inderscience Publishers (IEL) , pp.47--72 , 2020
.
|
| 5 |
Md Abdur Rahman, Oishi Mahmud, Nishat Tasnim Niloy and Md Saeed Siddik : Prioritize Android App Reviews for Effective Version Release,
Md Saeed Siddik , vol.13 , no.2 , pp.21-30 , 2020
.
|
| 6 |
Kishan Kumar Ganguly, Md. Saeed Siddik, Rayhanul Islam and Kazi Sakib : An Environment Aware Learning-based Self-Adaptation Technique with Reusable Components,
International Journal of Modern Education and Computer Science , vol.11 , no.6 , pp.53-64 , 2019
.
|
| 7 |
Abdur Rahman, Md. Abu Hasan, Khaled Shah and Md. Saeed Siddik : Multipartite Based Test Case Prioritization Using Failure History,
International Journal of Advanced Science and Technology (IJAST) , vol.125 , pp.25-42 , 2019
.
|
| 8 |
Md. Abdur Rahman, Md. Abu Hasan and Md. Saeed Siddik : Prioritizing Dissimilar Test Cases in Regression Testing using Historical Failure Data,
International Journal of Computer Applications , vol.180 , pp.1-8 , 2018
.
|
| Conference Proceedings | |
| 1 |
Md Saeed Siddik and Cor-Paul Bezemer "Do Code Quality and Style Issues Differ Across (Non-) Machine Learning Notebooks? Yes!."
2023 IEEE 23rd International Working Conference on Source Code Analysis and Manipulation (SCAM)
, pp. 72--83. IEEE: 2023
.
|
| 2 |
Fazle Rabbi and Md Saeed Siddik "Detecting code comment inconsistency using siamese recurrent network."
Proceedings of the 28th international conference on program comprehension
, pp. 371--375. IEEE, 2020
.
|
| 3 |
Md. Abu Hasan, Md. Abdur Rahman and Md. Saeed Siddik "Test Case Prioritization Based on Dissimilarity Clustering using Historical Data Analysis."
International Conference on Information Communication and Computing Technology
, pp. 267-281. India: Springer, 2017
.
|
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| International | Alberta Innovates Graduate Research Award | 2022 | Canada | The Alberta Innovates Graduate Student Scholarships program (GSS) is designed to enable these promising students to succeed in Emerging Technology Areas of scientific research, which are strategically important to Alberta. It is one of the prestigious awards in Canada. |
| National | Academic Excellency Gold Medal Award by University of Dhaka | 2015 | Bangladesh | This award has been provided for the best result of my Master's degree from IIT, University of Dhaka. |
| National | IEEE Best Student Conference Paper Award | 2013 | Bangladesh | This award has been provided by the International Conference on Computer and Information Technology (the oldest CS conference in BD).2013. |