Muhammad Ismail

Doctoral Student

Computer Science and Informatics , School of Engineering


+46 36-10 1592
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Muhammad Ismail is pursuing his PhD at the School of Engineering, Jönköping University, and working within the semantic technologies research area at the computer science and informatics department.


Muhammad Ismail’s research interests are related to Ontology Engineering, Ontology Learning for software requirements specifications. The focus of Ismail’s research is how to create ontologies semi-automatically from software requirements specifications and use constructed ontologies to support the software development process. 


Muhammad Ismail was born and raised in Maghian, a small village in Pakistan. He holds a Bachelor of Science degree in Computer Science from Allama Iqbal Open University, Islamabad, and a Master of Science degree in Information engineering and management from Jönköping University, Sweden. He has worked as a software engineer in the software industry, and as a lab assistant for a master program course before starting his doctoral studies.

Book chapter

Tarasov, V., Tan, H., Ismail, M., Adlemo, A., Johansson, M. (2017). Application of inference rules to a software requirements ontology to generate software test cases. In: Dragoni, Mauro; Poveda-Villalón, María; Jimenez-Ruiz, Ernesto (Ed.), OWL: Experiences and Directions – Reasoner Evaluation: 13th International Workshop, OWLED 2016, and 5th International Workshop, ORE 2016, Bologna, Italy, November 20, 2016, Revised Selected Papers (pp. 82 -94). Cham: Springer More information

Conference paper

Ismail, M. (2017). Ontology Learning from Software Requirements Specification. EKAW 2016 Satellite Events, EKM and Drift-an-LOD, Bologna, November 19–23, 2016.. More information
Tan, H., Ismail, M., Tarasov, V., Adlemo, A., Johansson, M. (2016). Development and evaluation of a software requirements ontology. 7th International Workshop on Software Knowledge - SKY 2016 in conjunction with the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - IC3K 2016, November 9-10, 2016, in Porto, Portugal. More information
Tarasov, V., Tan, H., Adlemo, A., Ismail, M., Mats, J., Olsson, D. (2015). Ontology-based Software Test Case Generation (OSTAG). European Projects in Knowledge Applications and Intelligent Systems, July 20-23, 2016, Lisbon, Portugal. More information


Ismail, M. (2017). Ontology learning from software requirements specifications: Research Proposal. More information

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