1. Speed, C., Nissen, B., Pschetz, L., Murray-Rust, D., Mehrpouya, H., & Oosthuizen, S. (2019). Designing New Socio-Economic Imaginaries. The Design Journal, 22, 2257–2261. https://doi.org/10.1080/14606925.2019.1595023
  2. Rooksby, J., Morrison, A., & Murray-Rust, D. (2019). Student Perspectives on Digital Phenotyping: The Acceptability of Using Smartphone Data to Assess Mental Health. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (pp. 425:1–425:14). ACM. https://doi.org/10.1145/3290605.3300655
  3. Wang, Z., Wang, S., Farinella, M., Murray-Rust, D., Henry Riche, N., & Bach, B. (2019). Comparing Effectiveness and Engagement of Data Comics and Infographics. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. ACM. https://doi.org/10.1145/3290605.3300483
  4. Burnap, P., Branson, D., Murray-Rust, D., Preston, J., Richards, D., Burnett, D., … Thorp, J. (2019). Chatty Factories: A vision for the future of product design and manufacture with IoT. In Living in the IoT: PETRAS/IET Conference 2019.
  5. Hemment, D., Aylett, R., Belle, V., Murray-Rust, D., Luger, E., Hillston, J., … Broz, F. (2019). Experiential AI. AI Matters. ACM. https://doi.org/10.1145/3320254.3320264
  6. Corneli, J., Martin, U., Murray-Rust, D., Nesin, G. R., & Pease, A. (2019). Argumentation theory for mathematical argument. Argumentation, 1–42. https://doi.org/10.1007/s10503-018-9474-x
  7. Corneli, J., Holland, S., Pease, A., Mulholland, P., Murray-Rust, D., Scaltsas, D., & Smaill, A. (2019). Patterns of Design. In 23rd European Conference on Pattern Languages of Programs (EuroPLoP ’18) (pp. 22:1–22:11). ACM. https://doi.org/10.1145/3282308.3282331


  1. Zhao, Y., Carter, C., Wang, F., Uduku, N., & Murray-Rust, D. (2018). Self-Learning Framework for Personalised Thermal Comfort Model. In Proceedings of the 10th Windsor Conference (pp. 922–934). NCEUB.
  2. Lane, L., Martin, U., Murray-Rust, D., Pease, A., & Tanswell, F. (2018). Journeys in mathematical landscapes: genius or craft? In Proof Technology in Mathematics Research and Teaching. Springer.
  3. Papapanagiotou, P., Davoust, A., Murray-Rust, D., Manataki, A., van Kleek, M., Shadbolt, N., & Robertson, D. (2018). Social Machines for All. In 17th International Conference on Autonomous Agents and Multiagent Systems (pp. 1208–1212).
  4. Cui, C., Murray-Rust, D., Robertson, D., & Nicodemus, K. (2018). ABIBA: An agent-based computing system for behaviour analysis used in human-agent interaction. In Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity (pp. 183–195). Springer, Cham. https://doi.org/10.1007/978-3-319-94779-2_17
  5. Tallyn, E., Alcala, E., & Murray-Rust, D. (2018). Location Verification and Smart Contracts. In HCI for Blockchain Workshop, CHI2018.
  6. Bach, B., Wang, Z., Farinella, M., Murray-Rust, D., & Henry Riche, N. (2018). Design Patterns for Data Comics. In ACM Conference on Human Factors in Computing Systems (CHI). ACM. https://doi.org/10.1145/3173574.3173612
  7. Nissen, B., Pschetz, L., Murray-Rust, D., Mehrpouya, H., Oosthuizen, S., & Speed, C. (2018). GeoCoin: Supporting ideation and collaborative design with location-based smart contracts. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. ACM. https://doi.org/10.1145/3173574.3173737
  8. Corneli, J., Murray-Rust, D., & Bach, B. (2018). Towards Open-World Scenarios: Teaching the Social Side of Data Science. In Cybernetic Serendipity Reimagined Symposium, Proc. Annual Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour.
  9. Pérez-Soba, M., Paterson, J., Metzger, M., Gramberger, M., Houtkamp, J., Jensen, A., … Verkerk, P. J. (2018). Sketching sustainable land use in Europe by 2040: a multi-stakeholder participatory approach to elicit cross-sectoral visions. Regional Environmental Change. https://doi.org/10.1007/s10113-018-1297-7
  10. Rawlinson, J., Murray-Rust, D., & Green, O. (2018). Raw Green Rust: Laptop Trio.
  11. Murray-Rust, D., Davoust, A., Papapanagiotou, P., Manataki, A., van Kleek, M., Shadbolt, N., & Robertson, D. (2018). Towards Executable Representations of Social Machines. In P. Chapman, G. Stapleton, A. Moktefi, S. Perez-Kriz, & F. Bellucci (Eds.), Diagrammatic Representation and Inference (pp. 765–769). SpringerLink. https://doi.org/10.1007/978-3-319-91376-6_77


  1. Gianni, R., Mehrpouya, H., Murray-Rust, D., Nissen, B., Oosthuizen, S., Speed, C., & Symons, K. (2017). FinBook: Literary content as digital commodity. In M. Garrett, N. Jones, R. Catlow, & S. Skinner (Eds.), Artists Re: Thinking The Blockchain (pp. 25–32). United Kingdom: Liverpool University Press.
  2. Corneli, J., Martin, U., Murray-Rust, D., Pease, A., Puzio, R., & Nesin, G. R. (2017). Modelling the Way Mathematics Is Actually Done. In 2017 International Workshop on Functional Art, Music, Modelling and Design (FARM 2017) (pp. 10–19). ACM. https://doi.org/10.1145/3122938.3122942
  3. Soteriades, A., Murray-Rust, D., Trabucco, A., & Metzger, M. (2017). Understanding global climate change scenarios through bioclimate stratification. Environmental Research Letters. https://doi.org/10.1088/1748–9326/aa7689
  4. Zhao, Y., Uduku, N., & Murray-Rust, D. (2017). EdenApp Thermal Comfort: A mobile app for measuring personal thermal comfort. In Design to Thrive (pp. 1375–1382). NCEUB.
  5. Corneli, J., Martin, U., Murray-Rust, D., & Pease, A. (2017). Towards mathematical AI via a model of the content and process of mathematical question and answer dialogues. In H. Geuvers, M. England, O. Hasan, F. Rabe, & O. Teschke (Eds.), Intelligent Computer Mathematics 10th International Conference, CICM 2017 (pp. 132–146). Springer, Cham. https://doi.org/10.1007/978-3-319-62075-6_10
  6. Murray-Rust, D., & von Jungenfeld, R. (2017). Thinking through robotic imaginaries. https://doi.org/10.6084/m9.figshare.4746973
  7. Metzger, M., Murray-Rust, D., Houtkamp, J., Jensen, A., Riviere, I. L., Paterson, J., … Valluri-nitsch, C. (2017). How do Europeans want to live in 2040 ? Citizen visions and their consequences for European land use. Regional Environmental Change. https://doi.org/10.1007/s10113-016-1091-3
  8. Buneman, P., Gascon Caro, A., Moreau, L., & Murray-Rust, D. (2017). Provenance Composition in PROV (WorkingPaper).


  1. Buneman, P., Gascon Caro, A., & Murray-Rust, D. (2016). Composition and substitution in provenance and workflows. Retrieved from https://www.usenix.org/conference/tapp16
  2. Kleek, M. V., Murray-Rust, D., Guy, A., O’Hara, K., & Shadbolt, N. R. (2016). Computationally mediated pro-social deception. In Special Interest Group on Computer-Human Interaction 2016 (pp. 552–563). ACM. https://doi.org/10.1145/2858036.2858060
  3. Murray-Rust, D., Papapanagiotou, P., & Robertson, D. (2016). Softening electronic institutions to support natural interaction. Human Computation, 2(2). https://doi.org/10.15346/hc.v2i2.3
  4. Engström, K., Rounsevell, M. D. A., Murray-Rust, D., Hardacre, C., Alexander, P., Cui, X., … Arneth, A. (2016). Applying Occam’s razor to global agricultural land use change. Environmental Modelling and Software, 75, 212–229. https://doi.org/10.1016/j.envsoft.2015.10.015
  5. Murray-Rust, D., & Von Jungenfeld, R. (2016). Lichtsuchende. Interactions, 23(1), 14–15. https://doi.org/10.1145/2853201


  1. Murray-Rust, D., Scekic, O., Papapanagiotou, P., Truong, H.-linh, Robertson, D., & Dustdar, S. (2015). A Collaboration Model for Community-Based Software Development with Social Machines. EAI Endorsed Transactions on Collaborative Computing, 1(5). https://doi.org/10.4108/eai.17-12-2015.150812
  2. Green, O., Murray-Rust, D., & MacDonald, R. (2015). Raymond McDonald and Marilyn Crispell with EdImpro.
  3. Green, O., Williams, S., & Murray-Rust, D. (2015). Concert with Aleks Kolkowski and Grey Area.
  4. Murray-Rust, D., & von Jungenfeld, R. (2015). Lichtsuchende: A Society of Cybernetic, Phototropic Sunflowers. In Creativity and Cognition 2015. ACM. https://doi.org/10.1145/2757226.2757381
  5. Williams, S., Moonie, J., Green, O., Green, O., Lloyd, E., Sturm, A., & Murray-Rust, D. (2015). Grey Area Performs: Hugh Davies, Stockhausen, Christian Wolff, Owen Green.
  6. Murray-Rust, D., Tarte, S., Hartswood, M., & Green, O. (2015). On Wayfaring in Social Machines. In WWW ’15 Companion Proceedings of the 24th International Conference on World Wide Web (pp. 1143–1148). ACM. https://doi.org/10.1145/2740908.2743971
  7. Kleek, M. V., Smith, D. A., Shadbolt, N. R., Murray-Rust, D., & Guy, A. (2015). Self Curation, Social Partitioning, Escaping from Prejudice and Harassment: the Many Dimensions of Lying Online. In WWW 2015 Companion (pp. 371–372). https://doi.org/10.1145/2740908.2745940
  8. Kleek, M. V., Smith, D. A., Murray-Rust, D., Guy, A., Dragan, L., & Shadbolt, N. R. (2015). Social Personal Data Stores: the Nuclei of Decentralised Social Machines. In WWW 2015 Companion (pp. 1155–1160). ACM. https://doi.org/10.1145/2740908.2743975
  9. Murray-Rust, D., & Robertson, D. (2015). Bootstrapping the next generation of Social Machines. In W. Li, M. N. Huhns, W.-T. Tsai, & W. Wu (Eds.), Crowdsourcing: Cloud-Based Software Development (pp. 53–71). Springer-Verlag. https://doi.org/10.1007/978-3-662-47011-4_4
  10. Murray-Rust, D. (2015). Lichtsuchende.
  11. Murray-Rust, D., & von Jungenfeld, R. (2015). Lichtsuchende : exploring the emergence of a cybernetic society. In C. Johnson, A. Carballal, & J. Correia (Eds.), Evolutionary and Biologically Inspired Music, Sound, Art and Design, 4th International Conference, EvoMUSART 2015 (LNCS 9027) (Vol. 1, pp. 161–174). Springer International Publishing. https://doi.org/10.1007/978-3-319-16498-4_15
  12. Guillem, E. E., Murray-Rust, D., Robinson, D., Barnes, A., & Rounsevell, M. (2015). Modelling farmer decision-making to anticipate tradeoffs between provisioning ecosystem services and biodiversity. Agricultural Systems, 137, 12–23. https://doi.org/10.1016/j.agsy.2015.03.006
  13. Murray-Rust, D., O’Hara, K., Oswald, M., Van Kleek, M., & Shadbolt, N. (2015). Privacy by Obfuscation with Personal Data Management Architectures: Possibilities and Constraints. In Web Science 2015.
  14. Murray-Rust, D., Scekic, O., & Lin, D. (2015). Worker-centric Design for Software Crowdsourcing: Towards Cloud Careers. In W. Li, M. N. Huhns, W.-T. Tsai, & W. Wu (Eds.), Crowdsourcing: Cloud-Based Software Development (pp. 39–50). Springer-Verlag. https://doi.org/10.1007/978-3-662-47011-4_3


  1. Brown, C., Murray-Rust, D., van Vliet, J., Alam, S. J., Verburg, P. H., & Rounsevell, M. D. (2014). Experiments in Globalisation, Food Security and Land Use Decision Making. PLoS ONE, 9(12). https://doi.org/10.1371/journal.pone.0114213
  2. Murray-Rust, D., Brown, C., van Vliet, J., Alam, S. J., Robinson, D. T., Verburg, P. H., & Rounsevell, M. (2014). Combining agent functional types, capitals and services to model land use dynamics. Environmental Modelling and Software, 59, 187–201. https://doi.org/10.1016/j.envsoft.2014.05.019
  3. Brown, C., Brown, E., Murray-Rust, D., Cojocaru, G., Savin, C., & Rounsevell, M. D. A. (2014). Analysing uncertainties in climate change impact assessment across sectors and scenarios. Climatic Change, (May), 1–14. https://doi.org/10.1007/s10584-014-1133-0
  4. Jiang, L., Cui, X., Xu, X., Jiang, Y., Rounsevell, M., Murray-Rust, D., & Liu, Y. (2014). A simple global food system model. Agricultural Economics (Czech Republic), 60(4), 188–197.
  5. Murray-Rust, D., Robinson, D. T., Guillem, E., Karali, E., & Rounsevell, M. (2014). An open framework for agent based modelling of agricultural land use change. Environmental Modelling and Software, 61, 19–38. https://doi.org/10.1016/j.envsoft.2014.06.027
  6. Murray-Rust, D., Scekic, O., Truong, H.-L., Robertson, D., & Dustdar, S. (2014). A Collaboration Model for Community-Based Software Development with Social Machines. In Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2014 International Conference on (pp. 84–93). United States: Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.4108/icst.collaboratecom.2014.257245
  7. Murray-Rust, D., Houtkamp, J., Metzger, M., Riviere, I. L., Pérez-Soba, M., Jensen, A., & Paterson, J. (2014). A graphic novel based approach to large scale elicitation of normative future scenarios. In CrowdUI 2014. ACM.
  8. Robertson, D., Moreau, L., Murray-Rust, D., & O’Hara, K. (2014). An Open System for Social Computation. In K. O’Hara, C. Nguyen, & P. Haynes (Eds.), DEF YEARBOOK 2014 - Social Networks and Social Machines, Surveillance and Empowerment. https://doi.org/10.3233/978-1-61499-450-3-235
  9. Brown, C., Murray-Rust, D., Vliet, J. V., Alam, S. J., Verburg, P. H., & Rounsevell, M. (2014). Globalisation, Regionalisation and Behavioural Responses of Land Use Agents. In S. J. Alam & H. V. D. Parunak (Eds.), Multi-Agent-Based Simulation XIV (pp. 101–114). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-54783-6_7
  10. Murray-Rust, D., & Robertson, D. (2014). LSCitter: building social machines by augmenting existing social networks with interaction models. In Proceedings of the companion publication of the 23rd international conference on World wide web companion (pp. 875–880). ACM. https://doi.org/10.1145/2567948.2578832
  11. Murray-Rust, P., & Murray-Rust, D. (2014). Reproducible Physical Science and the Declaratron. In V. Stodden, F. Leisch, & R. D. Peng (Eds.), Implementing Reproducible Research. Chapman and Hall/CRC.
  12. Murray-Rust, D., van Kleek, M., Dragan, L., & Shadbolt, N. (2014). Social Palimpsests - clouding the lens of the personal panopticon. In K. O’Hara, C. Nguyen, & P. Haynes (Eds.), Digital Enlightenment Yearbook 2014 (pp. 75–97). Netherlands: IOS Press. https://doi.org/10.3233/978-1-61499-450-3-75


  1. Murray-Rust, D., Rieser, V., Robinson, D. T., Miličič, V., & Rounsevell, M. (2013). Agent-based modelling of land use dynamics and residential quality of life for future scenarios. Environmental Modelling and Software, 46, 75–89. https://doi.org/10.1016/j.envsoft.2013.02.011
  2. Hardacre, C., Palmer, P., Baumanns, K., Rounsevell, M., & Murray-Rust, D. (2013). Probabilistic estimation of future emissions of isoprene and surface oxidant chemistry associated with land use change in response to growing food needs. Atmospheric Chemistry and Physics, 13(11), 5451–5472. https://doi.org/10.5194/acp-13-5451-2013
  3. Murray-Rust, D., Brown, C., Alam, S., van Vliet, J., Verburg, P., & Rounsevell, M. (2013). An agent-based model of European land use dynamics.
  4. Murray-Rust, D., & Murray-Rust, P. (2013). The Declaratron: Semantic specification for scientific computation using MathML. In Workshops and Work in Progress at CICM. CEUR Workshop Proceedings.


  1. Deffuant, G., Alvarez, I., Barreteau, O., Jabot, F., Rougé, C., de Vries, B., … Smits, P. (2012). Data and models for exploring sustainability of human well-being in global environmental change. European Physical Journal - Special Topics, 214(1), 519–545. https://doi.org/10.1140/epjst/e2012-01704-2
  2. Perelló, J., Murray-Rust, D., Nowak, A., & Bishop, S. R. (2012). Linking science and arts: Intimate science, shared spaces and living experiments. European Physical Journal - Special Topics, 214(1), 597–634. https://doi.org/10.1140/epjst/e2012-01707-y
  3. Rounsevell, M. D. A., Metzger, M. J., Murray-Rust, D., Pedroli, B., Pérez-Soba, M., Erb, K.-H., … Verburg, P. H. (2012). Challenges for land system science. Land Use Policy, 29(4), 899–910. https://doi.org/10.1016/j.landusepol.2012.01.007
  4. Murray-Rust, D., & von Jungenfeld, R. (2012). Thawing colours: dangling from the fuzzy end of interfaces. In D. Ramduny-Ellis, A. Dix, & S. Gill (Eds.), Physicality 2012 - Proceedings of the Fourth International Workshop on Physicality (pp. 33–37). British Informatics Society Limited.
  5. Robinson, D. T., Murray-Rust, D., Rieser, V., Milicic, V., & Rounsevell, M. (2012). Modelling the impacts of land system dynamics on human well-being: Using an agent-based approach to cope with data limitations in Koper, Slovenia. Computers, Environment and Urban Systems, 36(2), 164–176. https://doi.org/10.1016/j.compenvurbsys.2011.10.002
  6. Rounsevell, M. D. A., Robinson, D. T., & Murray-Rust, D. (2012). From actors to agents in socio-ecological systems models. Philosophical Transactions of the Royal Society B: Biological Sciences, 367(1586), 259–269. https://doi.org/10.1098/rstb.2011.0187


  1. Murray-Rust, D., Dendoncker, N., Dawson, T. P., Acosta-Michlik, L., Karali, E., Guillem, E., & Rounsevell, M. (2011). Conceptualising the analysis of socio-ecological systems through ecosystem services and agent-based modeling. Journal of Land Use Science, 6(2-3), 83–99. https://doi.org/10.1080/1747423X.2011.558600
  2. Murray-Rust, D., & Smaill, A. (2011). Towards a model of musical interaction and communication. Artificial Intelligence, 175(9-10), 1697–1721. https://doi.org/10.1016/j.artint.2011.01.002


  1. Zhang, L., Murray-rust, D., Li, W., Fontaine, C. M., Rounsevell, M., & Chen, G. (2009). Integrating VR, GIS and Agent Based Model to Simulate Regional Residential Demand Changes. In W. H. Li & J. H. Zhou (Eds.), 2009 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 4 (pp. 388–392). United States: Institute of Electrical and Electronics Engineers (IEEE).


  1. Murray-Rust, D., Smaill, A., & Edwards, M. (2006). MAMA: An architecture for interactive musical agents. In G. Brewka, S. Coraeschi, A. Perini, & P. Traverso (Eds.), ECAI 2006, PROCEEDINGS (pp. 36–40). I O S PRESS.


  1. Murray-Rust, D. S., & Smaill, A. (2005). Musical Acts and Musical Agents. In Proceedings of the 5th Open Workshop of MUSICNETWORK.
  2. Murray-Rust, D., Smaill, A., & Maya, M. C. (2005). VirtuaLatin - Towards a musical multi-agent system. In H. Selvaraj, B. Verma, & A. DeCarvalho (Eds.), ICCIMA 2005: Sixth International Conference on Computational Intelligence and Multimedia Applications, Proceedings (pp. 17–22). United States: Institute of Electrical and Electronics Engineers (IEEE).