About the Authors

Muhammad Aamir

Roles Data curation, Formal analysis, Methodology

Affiliation Department of Computer Science, COMSATS University Islamabad, Sahiwal Campus, Sahiwal, Pakistan

Muhammad Waseem Iqbal

Roles Conceptualization, Formal analysis, Investigation

Affiliation Department of Software Engineering, Superior University, Lahore, Pakistan

Mariam Nosheen

Roles Data curation, Investigation, Project administration

Affiliation Computer Science Department, Lahore College for Women University (LCWU), Lahore, Pakistan

M. Usman Ashraf

Roles Data curation, Software, Supervision

usman.ashraf@gcwus.edu.pk

Affiliation Department of Computer Science, GC Women University Sialkot, Sialkot, Pakistan

Ahmad Shaf

Roles Resources, Validation, Visualization, Writing – original draft

Affiliation Department of Computer Science, COMSATS University Islamabad, Sahiwal Campus, Sahiwal, Pakistan

Khalid Ali Almarhabi

Roles Formal analysis, Funding acquisition

Affiliation Department of Computer Science, College of Computing in Al-Qunfudah, Umm Al-Qura University, Makkah, Saudi Arabia

Ahmed Mohammed Alghamdi

Roles Software, Validation

Affiliation Department of Software Engineering, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia

Adel A. Bahaddad

Roles Methodology, Resources, Software, Validation

Affiliation Department of Information System, King Abdulaziz University, Jeddah, Saudi Arabia

Competing Interests

The authors have declared that no competing interests exist.