Sharon Wood
Senior Lecturer in Computer Science
and
Artificial Intelligence
Cognitive and Agent Based Modelling Lab
Evolutionary and Adaptive Systems Group
Department of Informatics
University of Sussex
Falmer
Brighton
BN1 9QH
UK
Telephone: +44 (0) 1273 678857
Fax: +44 (0) 1273 877873
Email: s.wood@sussex.ac.uk
Research Interests
My main research interests are in:
-
Cognitive Modelling
-
Decision-Making
-
Selective Visual Attention
-
Situational Modelling
-
Plan Recognition
The main thrust of my work is the use of computational modelling in order to understand human decision-making.
This entails understanding human cognition spanning psychophysical processes and their limitations to higher level,
cognitively based, complex knowledge-based reasoning. The particular focus of this work has largely been decision-making processes for
purposeful, goal-driven behaviour from a bounded, rational agent perspective.
My past and current research exemplifies these interests in a range of contexts:
-
Applied Cognitive Science.
-
Using models of human behaviour and studies of graphical reasoning to inform intervention tools in public health applications
for example, understanding of risk from health-damaging behaviour and its relevance to the individual as the basis for behaviour
change,
e.g.,
-
Communication of risk in a Alcohol Risk Calculator (Scott Bissett, Masters dissertation 2010)
-
Designing tools to support limitations to perception and cognition to improve performance in complex, cognitively intense,
time critical applications.
-
Computational modelling as a methodology for understanding cognition and behaviour.
-
Modelling perceptual processes, e.g.,
-
Cognitive Modeling of Attentional Networks (Fehmida Hussain, DPhil. 2010)
-
Computational modelling of visual attention (David Lane, MSc. 2004)
-
Modelling problem solving/decision-making behaviour, e.g.,
-
Cognitive Modelling of Strategy Selection and Adaptivity for Complex Dynamic Problem Solving (Alberto De Obeso Orendain, DPhil. current)
-
Agent-Based Modelling of Migration under Climate Change (Chris Smith, DPhil. current)
-
Cognitive modelling of analogical reasoning (Judith Grob, MSc. 2003)
-
Concept formation (Terry Stewart, MPhil. 2002)
-
Multiple-methods modelling language (Vicente Guerro-Rojo, DPhil. 1999)
-
Goal formulation in intelligent agents (Remedios Bulos, DPhil. 1999)
Opportunities for Doctoral Research
Enquiries regarding applying for doctoral research in any of the above areas should be directed to s.wood@sussex.ac.uk
Funded PhD places are available in the Department of Informatics, University of Sussex. Studentships are available
in various areas of Computer Science, AI and Cognitive Science including any of the areas described above. For further
details, including how to apply, see here.
Some Relevant Publications
2013
Bissett, S., Wood, S., Cox, R., Scott, D. and Cassell, J. (2013) Calculating alcohol
risk in a visualization tool for promoting healthy behavior. Patient Education and Counselling, Vol. 92, pp. 167-173.
Limerick, H. and Wood, S. (2013) A Preliminary Study in Modeling Bilateral Components of Attention. In R. West & T. Stewart (eds.),
Proceedings of the 11th International Conference on Cognitive Modeling, Carleton University, Ottawa, Canada, July 2013, pp374-5.
Ellick, W., Mirza-Babaei, P., Smith, D., Wood, S. and Nacke, L.E. (2013) Assessing User Preferences of Video Game Controller Button Settings,
CHI 2013 Works-in-Progress, Paris, France, 27 April - 2 May 2013.
2012
De Obeso Orendain, A. and Wood, S. (2012). An Account of Cognitive Flexibility and Inflexibility for a Complex Dynamic Task,
In N. Rußwinkel, U. Drewitz & H. van Rijn (eds.),
Proceedings of the 11th International Conference on Cognitive Modeling, Berlin: Universitaetsverlag der TU Berlin, April 2012, pp44-54.
[PDF]
2011
Kniveton, D., Smith, C. and Wood, S. (2011) Agent-based model simulations of future changes in migration flows for Burkina Faso.
Global Environmental Change,
Vol. 21S, pp. S34 - S40.
Bissett, S. Wood, S., Cox, R., Scott, D. and Cassell, J. (2011) Calculating Alcohol Risk in a Visualisation Tool for Promoting Healthy Behaviour.
Proceedings of the AAAI Spring Symposium on AI and Health Communication, Stanford University, Palo Alto, CA., 21-23 March, 2011.
[PDF]
2010
Smith, C., Wood, S. and Kniveton, D. (2010) Agent Based Modelling of Migration Decision-Making.
Proceedings of the European Workshop on Multi-Agent Systems (EUMAS-2010).
[PDF]
16-17 December, 2010, Paris, France.
De Obeso Orendain, A. and Wood, S. (2010). Cognitive Modeling of Strategies in Dynamic Tasks, In D. D. Salvucci & G. Gunzelmann (Eds.),
Proceedings of the 10th International Conference on Cognitive Modeling, Philadelphia, USA: Drexel University. pp43-48.
[PDF]
2009
Hussain, F. and Wood, S. (2009). Computational
Modeling of Deficits in Attentional Networks in mild
Traumatic Brain Injury: An Application in Neuropsychology. In N. A. Taatgen & H. van
Rijn (Eds.), Proceedings of 31th Annual
Conference of the Cognitive Science Society, Amsterdam, NL, July 2009, pp2675-2680.
[PDF]
Hussain, F. and Wood, S. (2009). Modeling the Performance of Children on the Attentional Network Test.
In A. Howes, D. Peebles, R. Cooper (Eds.), 9th International Conference on Cognitive Modeling – ICCM09,
July 2009, Manchester, UK: University of Manchester, pp211-216.
[PDF]
Hussain, F. and Wood, S. (2009) Modelling the Efficiencies and Interactions of Attentional Networks.
In Paletta, L., and Tsotsos, J.K. Eds., Attention in Cognitive Systems.
Lecture Notes in Computer Science - LNAI 5395, Springer-Verlag, Berlin, Germany, pp139-152.
[PDF]
2008
Hussain, F and Wood, S (2008) Modelling Attentional Networks: The Modulation Effects and
Simulation of Alzheimer’s Disease. Members Abstract, Proceedings of the 30th International
Conference on Cognitive Science (CogSci08), Washington D.C., July 2008.
[PDF]
Hussain, F and Wood, S (2008) A Cognitive Model of Attentional Networks.
Proceedings of the 3rd International Workshop on Cognitive Science,
Moscow, Russia, June 2008. [PDF]
Hussain, F and Wood, S (2008) Modelling the Efficiencies and Interactions of Attentional Networks.
Proceedings of the 5th International Workshop on Attention in Cognitive Systems (WAPCV08),
Santorini, Greece, May 2008, pp110-123. [PDF]
Smith, C., Kniveton, D., Wood, S., and Black, R. (2008) Predictive Modelling. Forced Migration
Review, Issue 31, pp58-9. [PDF]
Smith, C., Kniveton, D., Black, R. and Wood, S. (2008) Climate Change, Migration and Agent-Based Modelling .
Unpublished full text version of edited script in: Forced Migration Review Special Issue; Climate change and environmental displacement; FMR 31; September 2008.
[PDF]
2007
Cheng, PCH, Wood, S, and Cox, R (2007) Dimensions of Attentional Processing.
Proceedings of the UBIComp Workshop on Attention Management in Ubiquitous Computing Environments,
Innsbruck, Austria, September 2007.
[PDF]
2006
Wood, S, Cox, R and Cheng, PCH (2006) Attention Design: Eight issues to consider.
Computers in Human Behavior. Special issue: Attention-aware systems, 22(4), 588-602.[PDF]
2004
Wood, S (2004) Representation and Purposeful Autonomous Agents. Special Issue on Knowledge Representation and Ontology for Autonomous Systems, Robotics and Autonomous Systems, 49 (2004) 79-90.
[PDF]
Erratum version of paper published in Robotics and Autonomous Systems, 51 (2005) 217-228.
Wood, S (2004) Representation and Purposeful Autonomous Agents. Proceedings of AAAI Spring Symposium on Knowledge Representation and Ontology for Autonomous Systems. Stanford University, CA, March 22-24 2004.
[PDF]
Wood, S, Cox, R and Cheng, PCH (2004) Attention Design: Seven issues to consider. Proceedings of the
HCI 2004 Workshop
on Designing for Attention, Leeds, UK, September, 2004.
[PDF]
2003
Grob, J and Wood S (2003) Modelling Typical Alphabetic Analogical Reasoning, Proceedings of the European Conference of the Cognitive Science Society, Osnabruck, September 10-13 2003.
[PDF]
Grob, J and Wood S (2003) Modelling Typical Alphabetic Analogical Reasoning in ACT-R,
Proceedings of the 5th International Conference on Cognitive Modelling, Bamberg, Germany, April 10-12
2003
[PDF]
Wood, S (2003) Attentional Shift and Enactive Perception in Purposeful Agents, Proceedings of
7th Annual Conference of the Consciousness and Experiential Psychology Section of
The British Psychological Society on Enactive Consciousness, Perception,
Intersubjectivity and Empathy, St Anne's College, Oxford, June 28-29 2003.
[Abstract]
[Slides]
2001
Stewart,
T.C. and Wood, S. (2001).
Conditioning and Concept Formation in Embodied Agents.
Submitted to AAAI Spring Symposium in Learning Grounded Representations,
Stanford Univ. March
2001.[PDF]
1990's
Wood, S (1998) A Probabilistic Network Approach to Prioritising Sensing and
Reasoning, Proceedings AAAI Spring Symposium on Satisficing Models, March
1998
Wood, S (1997) Exploring Situational Modelling and Selective Perception,
Proceedings of 16th Workshop of the UK Planning and Scheduling SIG, Durham
University, December 1997
Wood, S (1995c)
Linking Planning and Selective Perception, Proceedings of 14th
Workshop of the UK Planning and Scheduling SIG, University of Essex, November
1995
Wood, S (1995a) When Being Reactive Just Won't Do, Proceedings AAAI
Spring Symposium on Integrated Planning Applications, Stanford
University, March 1995.
[PS]
Wood, S (1995b)
The
Role of Plan Recognition in Reducing Situational
Uncertainty and Directing Attention in Planning,
Proceedings of IJCAI
Workshop on The Next Generation of Plan Recognition Systems,
Montreal, August 1995
Wood, S (1993) Planning and Decision Making in Dynamic Domains.
Chichester: Ellis Horwood
Wood, S (1990) Planning in a Rapidly Changing Environment, DPhil thesis,
University of Sussex (available as CSRP 157 (address above); also available
as Wood(1993) above)
Research Students
- Paul Fairhurst
- Thesis topic: How can the emergent dynamics of the co-diffusion of technology adoption and behavioural change be used to shape the speed and direction of changes in household energy usage? An Agent Based Modelling approach..
- Chris Smith
- Thesis topic: Modelling the Influence of Climate Change on Migration.
- Kniveton, D., Smith, C. and Wood, S. (2011) Agent-based model simulations of future changes in migration flows for Burkina Faso.
Global Environmental Change
volume 21S, pp. S34 - S40.
- Smith, C., Wood, S. and Kniveton, D. (2010) Agent Based Modelling of Migration Decision-Making. Proceedings of the European Workshop on Multi-Agent Systems (EUMAS-2010),
16-17 December, 2010, Paris, France.
[PDF]
- Smith, C.(2009) Climate Change and Human Migration: Can we Estimate Future Flows? Climate Lite, University of Sussex
[PDF] [VIDEO]
- Smith, C., Kniveton, D., Wood, S., and Black, R. (2008) Predictive Modelling. Forced Migration
Review, Issue 31, pp58-9.[PDF]
- Smith, C., Kniveton, D., Black, R. and Wood, S. (2008) Climate Change, Migration and Agent-Based Modelling .
Unpublished full text version of edited script in: Forced Migration Review Special Issue; Climate change and environmental displacement; FMR 31; September 2008.
[PDF]
- Kniveton, D., Schmidt-Verkerk, K., Smith, C. and Black, R. (2008) Climate Change and Migration: Improving
Methodologies to Estimate Flows. IOM Migration Research Series, International Organization for Migration, Geneva
[PDF]
- Kniveton, D., Black, R., Smith, C. and Schidt-Verkerk, K. (2008) Measuring the Migration/Environment Nexus, Position Paper presented at the Research Workshop on Migration and the Environment, Bonn, UNU-EHS, IOM and UNEP.
- Fehmida Hussain
- Thesis title: Cognitive Modeling of Attention Networks: the Efficiencies, Interactions, Impairments and Development.
- Hussain, F. and Wood, S. (2009). Computational
Modeling of Deficits in Attentional Networks in mild
Traumatic Brain Injury: An Application in Neuropsychology. In N. A. Taatgen & H. van
Rijn (Eds.), Proceedings of 31th Annual
Conference of the Cognitive Science Society, Amsterdam, NL, July 2009, pp2675-2680.
[PDF]
- Hussain, F. and Wood, S. (2009). Modeling the Performance of Children on the Attentional Network Test.
In A. Howes, D. Peebles, R. Cooper (Eds.), 9th International Conference on Cognitive Modeling – ICCM2009,
July 2009, Manchester, UK, pp211-216.
[PDF]
- Hussain, F. and Wood, S. (2009) Modelling the Efficiencies and Interactions of Attentional Networks.
In Paletta, L., and Tsotsos, J.K. Eds., Attention in Cognitive Systems.
Lecture Notes in Computer Science - LNAI 5395, Springer-Verlag, Berlin, Germany, pp139-152.
[PDF]
- Hussain, F and Wood, S (2008) Modelling Attentional Networks: The Modulation Effects and
Simulation of Alzheimer’s Disease. Members Abstract, Proceedings of the 30th International
Conference on Cognitive Science (CogSci08), Washington D.C., July 2008.
[PDF]
- Hussain, F and Wood, S (2008) A Cognitive Model of Attentional Networks.
Proceedings of the 3rd International Workshop on Cognitive Science,
Moscow, Russia, June 2008. [PDF]
- Hussain, F and Wood, S (2008) Modelling the Efficiencies and Interactions of Attentional Networks.
Proceedings of the 5th International Workshop on Attention in Cognitive Systems (WAPCV08),
Santorini, Greece, May 2008, pp110-123. [PDF]
- Alberto De Obeso Orendain
- Thesis title: A Model of Complex Problem Solving for Dynamic Tasks.
- De Obeso Orendain, A. and Wood, S. (2012). An Account of Cognitive Flexibility and Inflexibility for a Complex Dynamic Task,
In N. Rußwinkel, U. Drewitz & H. van Rijn (eds.),
Proceedings of the 11th International Conference on Cognitive Modeling, Berlin: Universitaetsverlag der TU Berlin, April 2012, pp44-54.
[PDF]
- De Obeso Orendain, A. and Wood, S. (2010). Cognitive Modeling of Strategies in Dynamic Tasks, 10th International Conference on Cognitive Modeling – ICCM2010,
August, 2010, Philadelphia, USA, pp43-48.
[PDF]
- Terry
Stewart
- Thesis title: Learning in Artificial Life: Conditioning, Concept
Formation and Sensorimotor Loops.
- Stewart, T.C. (2000a) Neural Models of Concept Formation and
Conditioning: A Literature Review. Technical Report, CSRP-524, School of
Cognitive and Computing Sciences, Univ of Sussex.
[Abstract]
- Stewart, T.C. (2000b).
Learning in Artificial Life: Conditioning, Concept
Formation, and Sensorimotor Loops. MPhil. diss., School of
Cognitive and Computing Sciences, Univ of Sussex.
[Abstract/Download option]
- Stewart,
T.C. and Wood, S. (2001).
Conditioning and Concept Formation in Embodied Agents.
Submitted to AAAI Spring Symposium in Learning Grounded Representations,
Stanford Univ. March
2001.[Postscript]
- Vicente
Guerrero-Rojo
- Thesis title: MML: A Mulitple Methods Modelling Language
for modelling strategic knowledge for the application of problem solving
methods.
- Guerrero-Rojo, Vicente (1995) MML: a Modelling Language with Dynamic
Selection of Methods. Proceedings of Workshop on Knowledge Acquisition for
Knowledge-Based Systems, Banff, Alberta, Canada, February 26 - March 3.
[Abstract/Download option]
- Guerrero-Rojo, Vicente (1999) MML: A Mulitple Methods Modelling Language
for modelling strategic knowledge for the application of problem solving
methods. DPhil. diss., School of
Cognitive and Computing Sciences, Univ of Sussex.
[Abstract]
- Remedios
de Dios Bulos
- Thesis title: Goal Formulation in Intelligent Agents
- Bulos, Remedios de Dios (1995a). Goal Detection, Representation,
Mechanisms and
Architecture. Proceedings of the 8th Florida AI Research Symposium
(FLAIRS-95), Florida.
[Abstract/Download option]
- Bulos, Remedios de Dios (1995b). Goal Feasibility assessment:
architecture, representation and control strategy. Proceedings of the
Eighth Australian Joint Conference on Artificial Intelligence (AI'95),
Canberra, Australia, 13th - 17th November.
[Abstract/Download option]
Courses:
Current:
Past:
-
Foundations of Artificial Intelligence
-
Introduction to Logic Programming
-
Representation and Reasoning
Links:
- What is AI?
- Planning Organisations:
- Planning Groups:
- Planning Resources:
- Bayesian Resources:
Updated: September 2011
Email:
s.wood@sussex.ac.uk