About the Authors

Asad Ali

Roles Conceptualization, Methodology, Writing – original draft

Hkalqahtani@pnu.edu.sa (HKA); asad.ali@uetpeshawar.edu.pk (AA)

Affiliation Department of CS and IT, University of Engineering and Technology, Peshawar, KPK, Pakistan

Muhammad Assam

Roles Conceptualization, Methodology, Writing – original draft

Affiliation Department of SE, University of Science and Technology Bannu, Bannu, KPK, Pakistan

Masoud Alajmi

Roles Conceptualization, Formal analysis

Affiliation Department of CE, College of Computers and Information Technology, Taif, Saudi Arabia

Yazeed Yasin Ghadi

Roles Methodology, Software, Writing – review & editing

Affiliation Department of CS and SE, Al Ain University, Abu Dhabi, United Arab Emirates

Salgozha Indira

Roles Data curation, Methodology

Affiliation Department of Informatics, Abai Kazakh National Pedagogical University, Almati, Republic of Kazakhstan

Ainur Akhmediyarova

Roles Software, Writing – review & editing

Affiliation Department of Information System, Satbayev University, Almaty, Kazakhstan

Tahani Jaser Alahmadi

Roles Formal analysis, Software

Affiliation Department of Information System, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia

Hend Khalid Alkahtani

Roles Data curation, Funding acquisition, Resources, Writing – review & editing

Hkalqahtani@pnu.edu.sa (HKA); asad.ali@uetpeshawar.edu.pk (AA)

Affiliation Department of Information System, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia

Competing Interests

The authors have declared that no competing interests exist.