![Professor Peter Edwards Professor Peter Edwards](/img/200x200/staffpages/uploads/csc159/avatar/bLVabCrDwdAhMta056Mlzy4CQN1zjDOsQweLkvot.jpeg)
PhD CITP FBCS FIET FRSA
Vice-Principal Regional Engagement
- About
-
- Email Address
- p.edwards@abdn.ac.uk
- Telephone Number
- +44 (0)1224 273021
- School/Department
- Senior Vice Principals
Personal Assistant- Personal Assistant
- Mrs Dawn Ashcroft
Biography
Having completed an undergraduate degree in Chemistry, I then shifted my academic allegiance and completed a PhD (Leeds) which explored cooperative reasoning in distributed blackboard systems. I joined the University of Aberdeen as a postdoc in Computing Science in October 1988, before moving into an academic position as a Lecturer in 1991. I was promoted to Senior Lecturer in 2002 and Professor in 2009.
As a researcher I have been fortunate to lead a number of major interdisciplinary efforts, first as Director of the ESRC funded PolicyGrid eSocial Science Research Node (2006-2012) and later as Director of the RCUK dot.rural Digital Economy Research Hub (2009-2015). To date, I have secured over £20M in external research funding, the majority of it from UKRI (formerly RCUK) sources.
I am currently Vice-Principal for Regional Engagement.
I have also held numerous offices at the University of Aberdeen, most notably Head of Computing Science (2002-2005), Head of Graduate School for the College of Physical Sciences (2005-2011) and Head of the School of Natural & Computing Sciences (2018-2021). In addition, I was the founding Director of the Northern Research Partnership Graduate School (involving Aberdeen, Dundee and Robert Gordon universities) between 2007 and 2009. I was a member of the University Senate from 2002 to 2014 (and again 2018- ), and a Senate Assessor to the University Court between 2007 and 2014; in addition, I served on the Operating Board of the University Court for six years (2008-2014).
Regional Engagement
As Vice-Principal I am responsible for leading the development and implementation of a strategy for the University to make an effective contribution to the economic, social and cultural activity of the region. My remit also encompasses innovation strategy and work to enhance institutional performance around entrepreneurship, startups/spinouts, consultancy and commercialisation. Wider responsibilities include digital strategy, and oversight of several strategic estates and digital projects.
Qualifications
- PhD Computational Chemistry1990 - University of Leeds
Memberships and Affiliations
- Internal Memberships
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- Digital Strategy Committee - Convenor
- Enterprise & Innovation Committee - Convenor
- Regional Engagement Committee - Convenor
- Startup & Spin-out Panel - Convenor
- University Promotion Committee I - Convenor
- Gaelic Language Plan Advisory Group - Convenor
- Advisory Group on Collections Deaccessioning and Repatriation - Convenor
- Campus Re-imagination Project Board - Project Sponsor/Convenor
- Sustainable Heating Programme Board - Project Sponsor/Convenor
- Science Teaching Hub Project Board - Project Sponsor/Convenor
- Engagement CRM Project Board - Project Sponsor/Convenor
- Rowett Research Institute (RRI) Ltd - Chair & Director
- Campaign Management Board - Member
- Estates Committee - Member
- Honorary Degrees Committee - Member
- Information Governance Committee - Member
- Risk Management Committee - Member
- TRAC Steering Committee - Member
- Partnership and Negotiating Consultative Committee (PNCC) - Member
- University Management Group (UMG) - Member
- Senate - Ex Officio Member
- University of Aberdeen Superannuation & Life Assurance Scheme - Trustee
- External Memberships
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- EPSRC Peer Review College - Member
- ESRC Peer Review College - Member
- Carnegie Trust Research Assessor
- Community Planning Aberdeen Board - Member
- Regional Inward Investment Forum - Member
- University of Aberdeen - NHS Grampian Liaison Group - Member
- North East Scotland Investment Zone Working Group - Member
- Aberdeen (Tertiary) Education Liaison Group, Aberdeen City Council - Member
Latest Publications
Model pruning enables localized and efficient federated learning for yield forecasting and data sharing
Expert Systems with Applications, vol. 242, pp. 1-12Contributions to Journals: ArticlesModel Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing
Working Papers: Preprint Papers- [ONLINE] http://arxiv.org/abs/2304.09876v1
- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2304.09876
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/21211/1/2304.09876v1.pdf
Using Knowledge Graphs to Unlock Practical Collection, Integration, and Audit of AI Accountability Information
IEEE Access, vol. 10, pp. 74383 - 74411Contributions to Journals: ArticlesPrototyping an IoT Transparency Toolkit to support Communication, Governance and Policy in the Smart City
The Design Journal, vol. 25, no. 3, pp. 459-480Contributions to Journals: ArticlesFrom transparency to accountability of intelligent systems: Moving beyond aspirations
Data & Policy, vol. 4, e7Contributions to Journals: Articles
- Research
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Research Overview
Intelligent information infrastructures built upon the semantic web stack. My interests span models of provenance, trust, information quality, transparency and accountability and the realisation of these in the context of the web, the internet of things, and autonomous systems. My work has a strong applications focus in areas as diverse as food safety, transport, smart cities, logistics and healthcare.
Research Areas
Research Specialisms
- Knowledge and Information Systems
- Information Management
- Internet Technologies
- Artificial Intelligence
- Intelligent Systems
Our research specialisms are based on the Higher Education Classification of Subjects (HECoS) which is HESA open data, published under the Creative Commons Attribution 4.0 International licence.
Current Research
Enhancing Agri-Food Transparent Sustainability - EATS
(Aberdeen, Dundee, SRUC, Nottingham)
EPSRC: EP/V042270/1, 2022-2024Funding and Grants
Enhancing Agri-Food Transparent Sustainability - EATS
EPSRC, 2022-2024PROoFD IT!: Provenance of Food Delivery through IoT
EPSRC Internet of Food Things Network+, 2019Realising Accountable Intelligent Systems - RAInS
EPSRC: EP/R033846/1, 2019-2022Trusted Things & Communities: Understanding & Enabling a Trusted IoT Ecosystem
EPSRC: EP/N028074/1, 2016-2019Trust & Privacy in Smart City IoT Solutions
Royal Society of Edinburgh - Taiwan Ministry of Science & Technology, 2017-2019The Food Sentiment Observatory: Exploiting New Forms of Data to Help Inform
Policy on Food Safety & Food Crime Risks (with Food Standards Scotland)
ESRC: ES/P011004/1, 2017-2018Smart Routing
Innovate UK, 2016-2017Food Safety Assurance: Combining Provenance & The Internet of Things
IT as a Utility Network+ & Food Standards Agency, 2015-2016Social Media: Developing Understanding, Infrastructure & Engagement
ESRC: ES/M001628/1, 2014-2016dot.rural Digital Economy Research Hub
EPSRC (with AHRC, ESRC, MRC): EP/G066051/1, 2009-2015Trusted Tiny Things
EPSRC IT as a Utility Network+, 2013-2014Creativity @ Home Award
EPSRC, 2012-2014A Trusted Mobile Platform for Self-Management of Chronic Illness in Rural Areas - TRUMP
EPSRC - India DST: EP/J00068X/1, 2011-2014SmartTourism
SFC Horizon Fund, 2011-2014PolicyGrid II: Supporting Interdisciplinary Evidence Bases for Scientific
Collaboration and Policy Making
ESRC: ES/F029713/1, 2009-2012BEhaviour for Well-being, Environment and Life - BE-WEL
ESRC (with BBSRC, MRC), 2009-2010
eInfrastructure for Social Sciences
ESRC: RES-149-25-1063, 2006-2009
SwarmCloud
JISC, 2008-2009PolicyGrid: Semantic Grid Tools for Rural Policy Development & Appraisal
ESRC: RES-149-25-1027, 2006-2009Access Grid Node Competition - Equipment Award`
ESRC, 2006Pilot Semantic Grid Service for Environmental Modelling
ESRC: RES-149-25-0011, 2003-2005 - Teaching
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Teaching Responsibilities
I am not currently involved in teaching activity, other than PhD supervision.
- Publications
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Supporting Simulations on the Grid using Workflows and Virtual Machine
Chapters in Books, Reports and Conference Proceedings: Conference Proceedingse-Social Science and Evidence-Based Policy Assessment: Challenges and Solutions
Social Science Computer Review, vol. 27, no. 4, pp. 553-568Contributions to Journals: ArticlesUsing the Social Semantic Web to Support eSocial Science
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsourSpaces - A Social Semantic Web Environment for eScience
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsA Semantic Workflow Mechanism to Realise Experimental Goals and Constraints
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/WORKS.2008.4723962
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/6075/1/pignotti_works_08.pdf
eScience Support for Evidence-Based Policy Making
eScience All Hands Meeting 2008Contributions to Conferences: AbstractsEnhancing Workflow with a Semantic Description of Scientific Intent
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-540-68234-9_47
Instance Based Clustering of Semantic Web Resources
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-540-68234-9_24
Evaluating an ontology-driven WYSIWYM interface
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsUsing the semantic grid to support evidence-based policy assessment
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] View publication in Scopus
Modelling a Receiver's Position to Persuasive Arguments
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-540-77006-0_33
Data Provenance, Evidence-Based Policy Assessment, and e-Social Science
Proceedings of the 3rd International Conference on E-Social Science. . 6 pages.Chapters in Books, Reports and Conference Proceedings: Other ContributionsPersuasive Effects of Embodied Conversational Agent Teams
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-540-73110-8_19
A Flexible Interface to Community-Driven Metadata
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsA Semantic Grid Service for Experimentation with an Agent-Based Model of Land-Use Change
Journal of Artificial Societies and Social Simulation, vol. 10, no. 2Contributions to Journals: ArticlesUsing WYSIWYM to Create an Open-ended Interface for the Semantic Grid
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsUsing the Grid to Support Evidence-Based Policy Assessment in Social Science
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsSemantic Support for Computational Land-Use Modelling
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/CCGRID.2005.1558649
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/6076/1/pignotti_ccgrid_05.pdf
An Ontology for Experimentation with a Social Simulation of Land Use Change
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsSemantic support for computational land-use modelling
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/CCGRID.2005.1558649
Learning Meta-Descriptions of the FOAF Network
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-540-30475-3_12
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/12873/1/grimnes_iswc_04.pdf
Context-Aware Personalised Service Delivery
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsFEARLUS-G: A Semantic Grid Service for Land-Use Modelling
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsGraniteNights - A Multi-Agent Visit Scheduler Utilising Semantic Web Technology
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-540-45217-1_10
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/12896/1/grimnes_cia_03.pdf
Intelligent Information Agents: The AgentLink Perspective
Books and Reports: Anthologies- [ONLINE] DOI: https://doi.org/10.1007/3-540-36561-3
An Empirical Investigation of Learning From the Semantic Web
Contributions to Conferences: Papers- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/12870/1/edwards_swm_ws_02.pdf
- [ONLINE] Workshop web page
DAGGER: Instance Selection for Combining Multiple Models Learnt from Disjoint Subsets
Instance Selection and Construction for Data Mining. Liu, H., Motoda, H. (eds.). Springer, pp. 319-336, 18 pagesChapters in Books, Reports and Conference Proceedings: Chapters- [ONLINE] DOI: https://doi.org/10.1007/978-1-4757-3359-4_18
Dimensionality Reduction Through Sub-Space Mapping for Nearest Neighbour Algorithms
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/3-540-45164-1_35
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/6077/1/payne_ecml_2000.pdf
Implicit Feature Selection with the Value Difference Metric
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsExperience with Rule Induction and k-Nearest Neighbor Methods for Interface Agents that Learn
IEEE Transactions on Knowledge and Data Engineering, vol. 9, no. 2, pp. 329-335Contributions to Journals: ArticlesExploiting Learning Technologies for World Wide Web Agents
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1049/ic:19970644
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/10954/1/edwards_iee_97.pdf
Intelligent Agents = Learning Agents
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsInterface Agents that Learn: An Investigation of Learning Issues in a Mail Agent Interface
Applied Artificial Intelligence, vol. 11, no. 1, pp. 1-32Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1080/088395197118325
Learning Mechanisms for Information Filtering Agents
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsThe Communication of Inductive Inferences
Distributed Artificial Intelligence Meets Machine Learning: Learning in Multi-Agent Environments. Weiss, G. (ed.). Springer Verlag, pp. 223-241Chapters in Books, Reports and Conference Proceedings: Chapters- [ONLINE] DOI: https://doi.org/10.1007/3-540-62934-3_51
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/10945/1/davies_DAIMML_97.pdf
Experience with Learning Agents which Manage Internet-Based Information
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsRefinement in Agent Groups
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/3-540-60923-7_17
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/10946/1/byrne_sv_96_ORIG.pdf
Self-Questioning & Experimentation: An Index Vocabulary of Situated Interaction
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/3-540-60654-8_22
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/10953/1/oehlmann_ukcbr_sv_96.pdf
Using Machine Learning to Enhance Software Tools for Internet Information Management
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsAgent-Based Knowledge Discovery
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsCollaborating to Refine Knowledge
Contributions to Conferences: PapersDistributed Learning: An Agent-Based Approach to Data-Mining
Contributions to Conferences: PapersExperience with Rule Induction & k-Nearest Neighbour Methods for Interface Agents that Learn
Contributions to Conferences: PapersInformal Qualitative Models: A Systematic Approach to their Generation
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsIntrospection Planning: Representing Metacognitive Experience
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsAgent-K: An Integration of AOP & KQML
Contributions to Conferences: PapersChanging Viewpoint: Case Indexing by Introspective Questioning
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsScientific Discovery in a Space of Structural Models: An Example from the History of Solution Chemistry
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsAn AI Approach to the Interpretation of the NMR Spectra of Proteins
Artificial Intelligence & Molecular Biology. Hunter, L. (ed.). The MIT Press, pp. 396-432Chapters in Books, Reports and Conference Proceedings: ChaptersCase-Based Planning in an Exploratory Discovery System
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings