Personal profile
Research interests
Dr. Jessica Chen-Burger is an Associate Professor in the Department of Computer Science at Heriot-Watt University, Edinburgh. She was previously a Research Fellow at the Artificial Intelligence Applications Institute (AIAI) within the School of Informatics at the University of Edinburgh, UK. She has authored a book “Automating Business Modelling” and over 60 publications in scientific conferences, books, and journals, many of which are widely cited (h-index 18 on Google Scholar as of 2024). She has served as General co-Chair of the international conference KES AMSTA since 2016, and as Co-Editor of the Smart Innovation, Systems and Technologies series (Springer) since 2016, alongside other editorial roles.
Together with her research associates and PhD students, she has worked on a range of topics including business intelligence, virtual and intelligent workflows, process technologies and process mining, optimisation techniques, and, more recently, sentiment analysis of short-text data for prediction in volatile domains. Much of this research is grounded in the use of knowledge- and intelligence-based approaches to understand complex domains through the development of formal and semi-formal models, that can be combined with machine learning methods in a hybrid approach. These models are subsequently formalised to provide a foundation for semantics-based inference, automated verification, and validation, as well as for the automatic composition and execution of dynamically formed virtual workflow systems and the development of predictive systems in volatile domains. These approaches can also be integrated with data and process mining techniques to derive insights from large volumes of unstructured and real-time data, including time-series data.
Jessica has over 20 years of experience in modelling, particularly in areas such as business and enterprise modelling, ontology development, and the provision of automated intelligent support systems. She was a project co-proposer and Co-Investigator, leading an intelligent workflow team from the University of Edinburgh for the €2 million EU-funded Fish4Knowledge project. She also served as co-proposer and Co-Investigator for the business systems team at the University of Edinburgh on the €400K+ EU-funded EcoBusiness project (2009–2012). In addition, she was Principal Investigator on two RCUK Digital Economy grants. Earlier in her career, she contributed expertise to the EU-funded OpenKnowledge project through PhD supervision. She has also been Principal Investigator on several advanced knowledge transfer and industrial research projects, collaborating with organisations such as BT (UK), Edify (USA), Baker Hughes (Germany), KPI (USA), RBS (UK), Aquillo Consulting, and Taiwanese EcoGrid.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 8 Decent Work and Economic Growth
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Collaborations and top research areas from the last five years
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An efficient swarm intelligence approach to the optimization on high-dimensional solutions with cross-dimensional constraints, with applications in supply chain management
Liu, H. P., Phoa, F. K. H., Chen-Burger, J. & Lin, S. P., 18 Jan 2024, In: Frontiers in Computational Neuroscience. 18, 1283974.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)43 Downloads (Pure) -
An Investigation into Influences of Tweet Sentiments on Stock Market Movements
Hao, Z. & Chen-Burger, Y.-H. J., 23 Aug 2022, Agents and Multi-Agent Systems: Technologies and Applications 2022. Springer, p. 87-97 11 p. (Smart Innovation, Systems and Technologies; vol. 306).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile2 Link opens in a new tab Citations (Scopus)441 Downloads (Pure) -
Decentralized Supply Chain Optimization via Swarm Intelligence
Singh, K., Liu, H. P., Phoa, F. K. H., Lin, S. P. & Chen-Burger, Y.-H. J., 26 Jun 2022, Advances in Swarm Intelligence. ICSI 2022. Tan, Y., Shi, Y. & Niu, B. (eds.). Springer, p. 432-441 10 p. (Lecture Notes in Computer Science; vol. 13344).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Analysing Tweets Sentiments for Investment Decisions in the Stock Market
Hao, Z. & Chen-Burger, Y.-H. J., 8 Jun 2021, Agents and Multi-Agent Systems: Technologies and Applications 2021. Springer, p. 129-141 13 p. (Smart Innovation, Systems and Technologies; vol. 241).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile2 Link opens in a new tab Citations (Scopus)181 Downloads (Pure) -
Metaheuristic Optimization on Tensor-Type Solution via Swarm Intelligence and Its Application in the Profit Optimization in Designing Selling Scheme
Phoa, F. K. H., Liu, H. P., Chen-Burger, Y. H. & Lin, S. P., 7 Jul 2021, Advances in Swarm Intelligence. ICSI 2021. Tan, Y. & Shi, Y. (eds.). Springer, p. 72-82 11 p. (Lecture Notes in Computer Science; vol. 12689).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile3 Link opens in a new tab Citations (Scopus)100 Downloads (Pure)
Prizes
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Nomination for the Best PGR Supervisor Award
Chen-Burger, Y.-H. (Recipient), Mar 2024
Prize: Prize (including medals and awards)
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Short listed of three for the best paper award.
Chen-Burger, Y.-H. (Recipient), Sept 2005
Prize: Prize (including medals and awards)
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External Examiner
Chen-Burger, Y.-H. (Examiner)
28 Oct 2025Activity: Examination and Supervision › External Examiner
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16th KES International Conference on Agents and Multi-Agent Systems: Technologies and Applications 2022
Chen-Burger, Y.-H. (Invited speaker)
2016 → 2026Activity: Participating in or organising an event › Participation in conference