Personal profile
Biography
Kerry joined the Australian National University in January 2016. She spent the previous six months working on a UN 'big data' project with Australian Bureau of Statistics, after 20 years at CSIRO as a principal research scientist in the polyonymous IT research division. She has also worked as an IT practioner in consulting, publishing, education and government, in Sydney, Montreal and Oxford.
Her research has focused on data management, integration, mining and machine learning in interdisciplinary contexts, especially employing logic-based and semantic approaches. Much of her recent work addresses data issues in IoT.
She has lectured in logic programming, networking, software engineering and agile project management. Currently she lectures in data mining and convenes the ANU's postgraduate programs in applied data analytics. From 2015-2017 she co-Chaired the joint Spatial Data on the Web working group of the W3C and the OGC.
Kerry holds a BSc (Hons 1) in Computer Science from UNSW 1983 and a PhD in Computer Science and Technology from the ANU in 1996. She is a Visiting Reader at the University of Surrey UK, and has been a Visiting Fellow at University of Melbourne.
She serves on the Editorial boards of Knowledge-Based Systems and International Journal of Distributed Sensor Networks and many conference programme committees including ISWC, ESWC, and WWW.
Qualifications
BSc (Hons 1) Computer Science UNSW; PhD Computer Science and Technology ANU
Research Interests
Research student supervision
- Registered to supervise
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Preface to the Doctoral Consortium, ISWC 2024
Zimmermann, A. & Taylor, K., Dec 2024, In: CEUR Workshop Proceedings. 3884, p. 1-3 3 p.Research output: Contribution to journal › Editorial › peer-review
Open Access -
SPARQL-based relaxed rules for learning over knowledge graphs
Premachandra, A. M., Taylor, K. & Rodríguez Méndez, S., Nov 2024, Joint Proceedings of the 1st Software Lifecycle Management for Knowledge Graphs Workshop and the 3rd International Workshop on Semantic Industrial Information Modelling (SOFLIM2KG-SEMIIM 2024) co-located with 23th International Semantic Web Conference (ISWC 2024). CEUR-WS.ORG, Vol. 3830. (CEUR Workshop Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review
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Using Knowledge Graphs and Agentic LLMs for Factuality Text Assessment and Improvement
Kwan, L., Omran, P. G. & Taylor, K., 2024, In: CEUR Workshop Proceedings. 3828, 6 p.Research output: Contribution to journal › Conference article › peer-review
1 Citation (Scopus) -
Active knowledge graph completion
Omran, P. G., Taylor, K., Mendez, S. R. & Haller, A., Aug 2022, In: Information Sciences. 604, p. 267-279 13 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Citations (Scopus) -
Learning SHACL shapes from knowledge graphs
Omran, P. G., Taylor, K., Rodríguez Méndez, S. & Haller, A., 26 Sept 2022, In: Semantic Web. 14, 1, p. 101-121 21 p.Research output: Contribution to journal › Article › peer-review
Open Access14 Citations (Scopus)
Projects
- 5 Finished
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Future proofing the soils of southern and central New South Wales
Taylor, K. (PI) & Gedeon, T. (CoI)
11/03/21 → 28/04/23
Project: Research
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Overcoming the origins of disadvantage project as part of the Data Integration Partnership for Australia project Harnessing Academic Expertise
Taylor, K. (PI) & Antic, A. (CoI)
22/06/20 → 31/05/22
Project: Research
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An ontology framework for government information
Haller, A. (PI) & Taylor, K. (CoI)
2/01/19 → 23/12/20
Project: Research
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A Large-Scale Distributed Experimental Facility for the Internet of Things
Liang, W. (PI), Sheng, Q. Z. (PI), Ali-Babar, M. (CoI), Benatallah, B. (CoI), Bergmann, N. (CoI), Bouguettaya, A. (CoI), Bouguettaya, A. (CoI), Li, X. (CoI), Li, X. (CoI), Loke, S. (CoI), Taylor, K. (CoI), Wang, Y. (CoI), Yang, J. (CoI), Yao, L. (CoI), Zhou, W. (CoI), Zomaya, A. Y. (CoI) & Zomaya, A. Y. (CoI)
1/01/18 → 31/12/20
Project: Research
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In-context sensor data through semantic dataspaces
Haller, A. (PI) & Taylor, K. (CoI)
27/10/17 → 31/12/18
Project: Research