Senior Lecturer
College of Science and Engineering
Dr Janjua is an experienced academic and researcher specializing in Artificial Intelligence (AI), Deep Learning, Semantic Web, Knowledge Graphs, NLP, Causal ML, Software Architecture Modeling and Decision Support Systems. He is a Senior Lecturer at Flinders University and an Adjunct Senior Lecturer at Edith Cowan University. He has more than 5 years of industry experience in information system’s design and development in various business environments. His research has been published in international journals such as Knowledge-based Systems, Future Generation of Computer Systems, Expert Systems with Applications, Service-oriented Computing and Applications, Enterprise Information Systems, The Computer Journal etc.
Dr Janjua's research is distinguished by its interdisciplinary nature with a strong interest in the application of Semantic Web technologies in better information representation and reasoning to better address information handling challenges for real-life applications such as Business Analytics, Healthcare, Internet of Things in Logistics and Supply-Chain, all of which have become an integral part of any successful business endeavour in terms of intelligence, automation, productivity, scheduling, service quality (on-time delivery), strategic planning etc.
Dr Janjua’s work in knowledge graphs involves developing sophisticated frameworks for structuring unstructured data into meaningful, semantically rich graphs that enhance AI-driven applications such as deep question answering, recommendation systems, and semantic search. His recent research interest in casual knowledge graphs aims to better understand complex cause-effect relationships in data, ultimately supporting more effective and evidence backed decision-making in Event-Centric AI applications where he is interested in exploring the use of AI and ML to analyse and predict causal events in real-time, extracting valuable insights and making informed predictions.
PhD, School of Information Systems, Curtin University, 2013
He is IEEE Senior Member and Member of Australian Computing Society Certified Professional. His research was recognised as an outstanding PhD thesis by Curtin University, Australia.
A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications. https://link.springer.com/book/10.1007/978-3-319-03949-7
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