The University of Southampton
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Electronics and Computer Science
Telephone:
+442380597681
Email:
T.J.Norman@soton.ac.uk

Professor Tim Norman 

Director of UKRI Centre for Doctoral Training in Machine Intelligence for Nano-electronic Devices and Systems (MINDS CDT)

Head of Agents, Interaction and Complexity Group

Steering Committee: Centre for Machine Intelligence

 

Timothy J. Norman is Professor of Computer Science and Head of the Agents, Interaction and Complexity Group at the University of Southampton. He read Electronic and Electrical Engineering at University of Wales, Swansea, then graduated in 1997 with a Ph.D. in Computer Science from University College London in the area of AI planning and scheduling. After working as a postdoc at Queen Mary University of London, he moved to the University of Aberdeen in 1999 where he was promoted to Professor in 2009. He joined the Agents Interaction and Complexity Group at ECS Southampton in 2016.

Publication list is incomplete; for a more complete (harvested) list, please see my Google Scholar profile or my DBLP profile.

Research

Research interests

Artificial Intelligence and Machine Learning (esp. Reinforcement Learning). Human-Machine Collaboration. Argumentation theory and dialogue systems.

Teaching

I am currently responsible for the following modules:

  • MIND6001 - Impact and Communication Strategies
  • MIND6003 - Interdisciplinary Team Project
  • MIND6004 - Feasibility Study

I contribute to the following modules:

  • COMP6203 - Intelligent Agents

Publications

Jennings, N. R., Faratin, P., Johnson, M. J., Norman, Timothy, O'Brien, P. and Wiegand, M. E. (1996) Agent-Based Business Process Management. International Journal of Cooperative Information Systems, 5 (2 & 3), 105-130.

Jennings, N. R., Norman, Timothy and Faratin, P. (1998) ADEPT: An Agent-based Approach to Business Process Management. SIGMOD Record, 27 (4), 32-39.

Jennings, N. R., Faratin, P., Norman, Timothy, O'Brien, P., Weigand, M. E., Voudouris, C., Alty, J. L., Miah, T. and Mamdani, E. H. (1996) ADEPT: Managing Business Processes Using Intelligent Agents. BCS Expert Systems 96 Conference (Intelligent Systems Integration Programme Track), Cambridge, United Kingdom. pp. 5-23 .

Norman, Timothy and Jennings, N.R. (1997) Generating states of joint commitment between autonomous agents. 3rd Australian Workshop on Distributed Artificial Intelligence, , Perth, Australia. pp. 109-119 .

Norman, Timothy, Jennings, N. R., Faratin, P. and Mamdani, E. H. (1997) Designing and Implementing a Multi-Agent Architecture for Business Process Management. Mueller, J. P., Wooldridge, M. J. and Jennings, N. R. (eds.) Intelligent Agents III, Lectures Notes in Artificial Intelligence. pp. 261-275 .

Norman, Timothy, Sierra, C. and Jennings, N. R. (1998) Rights and Commitments in Multi-Agent Agreements. 3rd Int. Conf. on Multi-Agent Systems (ICMAS-98), Paris, France. pp. 222-229 .

Panzarasa, P., Norman, Timothy and Jennings, N. R. (1999) Modelling Sociality in a BDI Framework. 1st Asia-Pacific Conf. on Intelligent Agent Technology, Hong Kong. pp. 202-206 .

Norman, Timothy, Faratin, P. and Jennings, N. R. (1997) Commercial Applications of Agent Technology. DA-DSM DistribuTECH Europe 1997 Workshop.

Doran, J. E., Franklin, S., Jennings, N. R. and Norman, Timothy (1997) On Cooperation in Multi-Agent Systems. The Knowledge Engineering Review, 12 (3), 309-314.

Jennings, N. R., Faratin, P., Norman, Timothy, O'Brien, P. and Odgers, B. (2000) Autonomous Agents for Business Process Management. Applied Artificial Intelligence, 14 (2), 145-189.

Jennings, N. R., Faratin, P., Norman, Timothy, O'Brien, P., Odgers, B. and Alty, J. L. (2000) Implementing a Business Process Management System Using ADEPT: A Real-World Case Study. Applied Artificial Intelligence, 14 (5), 421-465.

Norman, Timothy and Jennings, N. R. (2002) Constructing a Virtual Training Laboratory Using Intelligent Agents. International Journal of Continuous Engineering and Life-Long Learning, 12 (1-4), 201-213.

Panzarasa, P., Jennings, N. R. and Norman, Timothy (2002) Formalising Collaborative Decision Making and Practical Reasoning in Multi-Agent Systems. Journal of Logic and Computation, 12 (1), 55-117.

Panzarasa, P., Norman, Timothy and Jennings, N. R. (2001) Social Mental Shaping: Modelling the Impact of Sociality on Autonomous Agents' Mental States. Computational Intelligence, 17 (4), 738-782.

Norman, Timothy, Jennings, N. R., Faratin, P. and Mamdani, E. H. (1996) Designing and Implementing a Multi-Agent Architecture for Business Process management. Proc. ECAI-96 Workshop on Agent Theories, Architectures and Languages (ATAL-96). pp. 149-161 .

Panzarasa, P., Jennings, N. R. and Norman, Timothy (2001) Going Public and the Sale of Shares with Heterogeneous Investors: Agent-Based Computational Modelling and Computer Simulations. International Group Decision and Negotiation, 10 (5), 423-470.

Reed, C., Norman, Timothy and Jennings, N. R. (2002) Negotiating the semantics of agent communication languages. Computational Intelligence, 18 (2), 229-252.

Norman, Timothy, Preece, A., Chalmers, S., Jennings, N. R., Luck, M., Dang, V.D., Nguyen, T.D., Deora, V., Shao, J., Gray, A. and Fiddian, N. (2003) CONOISE: Agent-based formation of virtual organisations. 23rd SGAI International Conference on Innovative Techniques and Applications of AI, Cambridge, United Kingdom. pp. 353-366 .

Norman, Timothy, Preece, A., Chalmers, S., Jennings, N. R., Luck, M., Dang, V.D., Nguyen, T.D., Deora, V., Shao, J., Gray, A. and Fiddian, N. (2004) Agent-based formation of virtual organisations. International Journal of Knowledge Based Systems, 17 ((2-4)), 103-111.

Shao, J, Gray, W.A., Fiddian, N.J, Deora, V, Shercliff, G, Stockreisser, P.J., Norman, Timothy, Preece, A, Gray, P.M.D., Chalmers, S, Oren, N, Jennings, N. R., Luck, M, Dang, V.D., Nguyen, T.D., Patel, J and Teacy, W.T.L. (2004) Supporting Formation and Operation of Virtual Organisations in a Grid Environment. The UK OST e-Science second All Hands Meeting 2004 (AHM'04), Nottingham, United Kingdom. pp. 376-383 .

Patel, Jigar, Teacy, W. T. Luke, Jennings, N. R., Luck, Michael, Chalmers, Stuart, Oren, Nir, Norman, Timothy, Preece, Alun, Gray, Peter M. D., Shercliff, Gareth, Stockreisser, Patrick J., Shao, Jianhua, Gray, W. Alex, Fiddian, Nick J. and Thompson, Simon (2005) Agent-Based Virtual Organisations for the Grid. Multiagent and Grid Systems, 1 (4), 237-249.

Karunatillake, N.C., Jennings, N. R., Rahwan, I. and Norman, Timothy (2005) Argument-based negotiation within a social context. 2nd International Workshop on Argumentation in Multi-Agent Systems. pp. 74-88 .

Patel, J., Teacy, W.T.L., Jennings, N. R., Luck, M., Chalmers, S., Oren, N., Norman, Timothy, Preece, A., Gray, P.M.D., Shercliff, G., Stockreisser, P.J., Shao, J., Gray, W.A., Fiddian, N.J. and Thompson, S. (2005) CONOISE-G: Agent-based virtual organisations for the Grid. 1st International Workshop on Smart Grid Technologies, Utrecht, Netherlands. pp. 1-15 .

Karunatillake, N. C., Jennings, N. R., Rahwan, I. and Norman, Timothy (2005) Arguing and negotiating in the presence of social influences. 4th International Central and Eastern European Conference on Multi-Agent Systems (CEEMAS’05), Budapest, Hungary. pp. 223-235 .

Patel, Jigar, Teacy, W. T. Luke, Jennings, N. R., Luck, Michael, Chalmers, Stuart, Oren, Nir, Norman, Timothy, Preece, Alun, Gray, Peter M. D., Shercliff, Gareth, Stockreisser, Patrick J., Shao, Jianhua, Gray, W. Alex, Fiddian, Nick J. and Thompson, Simon (2005) Monitoring, Policing and Trust for Grid-Based Virtual Organisations. the UK e-Science All Hands Meeting 2005, Nottingham, United Kingdom. 18 - 21 Sep 2005. pp. 891-898 .

Kalofonos, D., Karunatillake, N., Jennings, N. R., Norman, Timothy, Reed, C. and Wells, S. (2006) Building agents that plan and argue in a social context. 1st International Conference on Computational Models of Argument, Liverpool, U.K.. pp. 15-26 .

Patel, J., Teacy, W.T.L., Jennings, N. R., Luck, M., Chalmers, S., Oren, N., Norman, Timothy, Preece, A., Gray, P.M.D., Shercliff, G., Stockreisser, P. J., Shao, J., Gray, W. A., Fiddian, N. J. and Thompson, S. (2005) Agent-Based Virtual Organisations for the Grid. 4th International Joint Conference on Autonomous Agents and Multi-Agent Systems, , Utrecht, Netherlands. 24 - 28 Jul 2005. pp. 1151-1152 .

Nguyen, T. D., Thompson, S. G., Patel, J., Teacy, W. T. L., Jennings, N. R., Luck, M., Dang, V., Chalmers, S., Oren, N., Norman, Timothy, Preece, A., Gray, P. M. D., Shercliff, G., Stockreisser, P. J., Shao, J., Gray, W. A. and Fiddian, N. J. (2006) Delivering Services by Building and Running Virtual Organisations. BT Technology Journal, 24 (1), 141-152.

Walton, Douglas, Toniolo, Alice and Norman, Timothy (2016) Towards a richer model of deliberation dialogue: closure problem and change of circumstances. Argument & Computation, 7 (2-3), 155-173. (doi:10.3233/AAC-160009).

Etuk, Anthony, Norman, Timothy, Sensoy, Murat and Srivatsa, Mudhakar (2017) How to trust a few among many. Autonomous Agents and Multi-Agent Systems, 1-30. (doi:10.1007/s10458-016-9337-5).

Ouyang, Robin Wentao, Srivastava, Mani, Toniolo, Alice and Norman, Timothy (2016) Truth discovery in crowdsourced detection of spatial events. IEEE Transactions on Knowledge and Data Engineering, 28 (4), 1047-1060, [7345583]. (doi:10.1109/TKDE.2015.2504928).

Ouyang, Robin Wentao, Kaplan, Lance M., Toniolo, Alice, Srivastava, Mani and Norman, Timothy (2016) Parallel and streaming truth discovery in large-scale quantitative crowdsourcing. IEEE Transactions on Parallel and Distributed Systems, 27 (10), 2984-2997. (doi:10.1109/TPDS.2016.2515092).

Gasparini, Luca, Norman, Timothy and Kollingbaum, Martin J. (2016) Observation-based multi-agent planning with communication. In ECAI 2016. IOS Press. pp. 444-452 . (doi:10.3233/978-1-61499-672-9-444).

Toniolo, Alice, Norman, Timothy, Etuk, Anthony, Cerutti, Federico, Ouyang, Robin Wentao, Srivastava, Mani, Oren, Nir, Dropps, Timothy, Allen, John A. and Sullivan, Paul (2015) Supporting reasoning with different types of evidence in intelligence analysis. Weiss, Gerhard and Yolum, Pınar (eds.) In Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems. vol. 2, International Foundation for Autonomous Agents and Multiagent Systems. pp. 781-789 .

Cerutti, Federico, Kaplan, Lance, Norman, Timothy, Oren, Nir and Toniolo, Alice (2015) Subjective logic operators in trust assessment: an empirical study. Information Systems Frontiers, 17 (4), 743-762. (doi:10.1007/s10796-014-9522-5).

Wu, Jiachao, Li, Hengfei, Oren, Nir and Norman, Timothy J. (2016) Godel Fuzzy Argumentation Frameworks. In Computational Models of Argument. vol. 287, IOS Press. pp. 447-458 . (doi:10.3233/978-1-61499-686-6-447).

Burnett, Chris, Norman, Timothy J., Sycara, Katia and Oren, Nir (2014) Supporting Trust Assessment and Decision Making in Coalitions. IEEE Intelligent Systems, 29 (4), 18-24. (doi:10.1109/MIS.2013.53).

Burnett, Chris, Norman, Timothy J. and Sycara, Katia (2013) Stereotypical Trust and Bias in Dynamic Multiagent Systems. ACM Transactions on Intelligent Systems and Technology, 4 (2). (doi:10.1145/2438653.2438661).

Burnett, Chris, Chen, Liang, Edwards, Peter and Norman, Timothy J. (2014) TRAAC: Trust and Risk Aware Access Control. In Proceedings of the Twelfth Annual International Conference on Privacy, Security and Trust. IEEE. pp. 371-378 . (doi:10.1109/PST.2014.6890962).

Gasparini, Luca, Norman, Timothy and Kollingbaum, Martin J. (2017) Norm analysis and norm-governed planning. University of Southampton doi:10.5258/SOTON/D0139 [Dataset]

Gasparini, Luca, Norman, Timothy and Kollingbaum, Martin J. (2018) Severity-sensitive norm-governed multi-agent planning. Autonomous Agents and Multi-Agent Systems, 32 (1), 26-58. (doi:10.1007/s10458-017-9372-x).

Şensoy, Murat, Yilmaz, Burcu and Norman, Timothy J. (2016) Stage: Stereotypical trust assessment through graph extraction. Computational Intelligence, 32 (1), 72-101. (doi:10.1111/coin.12046).

Ouyang, Robin Wentao, Kaplan, Lance M., Toniolo, Alice, Srivastava, Mani and Norman, Timothy J. (2016) Aggregating crowdsourced quantitative claims: Additive and multiplicative models. IEEE Transactions on Knowledge and Data Engineering, 28 (7), 1621-1634, [7422085]. (doi:10.1109/TKDE.2016.2535383).

Gasparini, Luca, Norman, Timothy J., Kollingbaum, Martin J., Chen, Liang and Meyer, John Jules C (2016) CÒIR: Verifying normative specifications of complex systems. In Coordination, Organizations, Institutions, and Normes in Agent Systems XI - COIN 2015 International Workshops COIN@AAMAS, Revised Selected Papers. vol. 9628, Springer Verlag. pp. 134-153 . (doi:10.1007/978-3-319-42691-4_8).

Gunes, Taha, Norman, Timothy and Tran-Thanh, Long (2017) Budget limited trust-aware decision making. In, AAMAS 2017: Autonomous Agents and Multiagent Systems. (Lecture Notes in Computer Science, 10643) Springer International Publishing, pp. 101-110. (doi:10.1007/978-3-319-71679-4_7).

Toniolo, Alice, Norman, Timothy and Oren, Nir (2018) Enumerating preferred extensions: A case study of human reasoning. Modgil, Sanjay, Oren, Nir and Toni, Francesca (eds.) In Theory and Applications of Formal Argumentation. vol. 10757, Springer Verlag. pp. 192-210 . (doi:10.1007/978-3-319-75553-3_14).

Güneş, Taha D., Tran-Thanh, Long and Norman, Timothy J. (2018) Strategic attacks on trust models via bandit optimization. CEUR Workshop Proceedings, 2154, 87-95.

Cerutti, Federico, Toniolo, Alice, Norman, Timothy J., Bex, Floris, Rahwan, Iyad and Reed, Chris (2018) AIF-EL - An OWL2-EL-compliant AIF ontology. In Computational Models of Argument - Proceedings of COMMA 2018. vol. 305, IOS Press. pp. 455-456 . (doi:10.3233/978-1-61499-906-5-455).

Cerutti, Federico, Norman, Timothy J., Toniolo, Alice and Middleton, Stuart E. (2018) CISpaces.org: from fact extraction to report generation. In Computational Models of Argument - Proceedings of COMMA 2018. vol. 305, IOS Press. pp. 269-280 . (doi:10.3233/978-1-61499-906-5-269).

Imai, Michita, Sklar, Elizabeth I., Norman, Timothy J. and Komatsu, Takanori (2018) HAI 2018 Chairs’ Welcome. HAI 2018 - Proceedings of the 6th International Conference on Human-Agent Interaction, III.

Gunes, Taha, Tran-Thanh, Long and Norman, Timothy (2019) Identifying vulnerabilities in trust and reputation systems. In Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI-19, Macao, China, August 10-16, 2019. International Joint Conferences on Artificial Intelligence Organization. pp. 308-314 . (doi:10.24963/ijcai.2019/44).

Gunes, Taha, Tran-Thanh, Long and Norman, Timothy (2019) Attack strategies and analysis for trust and reputation systems. University of Southampton doi:10.5258/SOTON/D0937 [Dataset]

Pareti, Paolo, Konstantinidis, Georgios, Norman, Timothy and Şensoy, Murat (2019) SHACL constraints with inference rules. Ghidini, Chiara, Hartig, Olaf, Maleshkova, Maria, Svátek, Vojtech, Cruz, Isabel, Hogan, Aidan, Song, Jie, Lefrançois, Maxime and Gandon, Fabien (eds.) In The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Proceedings. vol. 11778 LNCS, Springer. pp. 539-557 . (doi:10.1007/978-3-030-30793-6_31).

Pareti, Paolo, Konstantinidis, Georgios, Norman, Timothy and Şensoy, Murat (2019) Rule applicability on RDF triplestore schemas. IJCAI 2019: Workshop on AI for Internet of Things, Macao, China, Macao, Macao. 12 Aug 2019. 7 pp . (In Press)

Walton, Douglas, Toniolo, Alice and Norman, Timothy (2020) Dialectical models of deliberation, problem solving and decision making. Argumentation, 34 (2), 163-205. (doi:10.1007/s10503-019-09497-9).

Pareti, Paolo, Konstantinidis, Georgios and Norman, Timothy (2019) A policy editor for semantic sensor networks. The 18th International Semantic Web Conference: Poster and Demo Track at the 18th International Semantic Web Conference, , Auckland, New Zealand. 26 - 30 Oct 2019.

Beal, Ryan, James, Changder, Narayan, Norman, Timothy and Ramchurn, Sarvapali (2019) Learning the value of teamwork to form efficient teams. The Thirty-Fourth AAAI Conference on Artificial Intelligence, Hilton Midtown New York, New York, United States. 07 - 12 Feb 2020. (In Press)

Beal, Ryan, Norman, Timothy J. and Ramchurn, Sarvapali D. (2019) Artificial intelligence for team sports: a survey. Knowledge Engineering Review, 34, [e28]. (doi:10.1017/S0269888919000225).

Beal, Ryan, Norman, Timothy, Chalkiadakis, Georgios and Ramchurn, Sarvapali (2020) Optimising game tactics for football. In Nineteenth International Conference on Autonomous Agents and Multi-Agent Systems. ACM. 9 pp . (In Press)

Pareti, Paolo, Konstantinidis, Georgios, Mogavero, Fabio and Norman, Timothy (2020) SHACL satisfiability and containment. In The Semantic Web – ISWC 2020: 19th International Semantic Web Conference, Athens, Greece, November 2–6, 2020, Proceedings, Part I. pp. 1-23 . (In Press)

Beal, Ryan James, Middleton, Stuart, Norman, Timothy and Ramchurn, Sarvapali (2021) Combining machine learning and human experts to predict match outcomes in football: A baseline model. The Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence, , Virtual. 02 - 09 Feb 2021. 5 pp .

Beal, Ryan James, Norman, Timothy and Ramchurn, Sarvapali (2020) Optimising daily fantasy sports teams with artificial intelligence. International Journal of Computer Science in Sport, 19 (2). (doi:10.2478/ijcss-2020-0008).

Beal, Ryan James, Norman, Timothy and Ramchurn, Sarvapali (2020) A critical comparison of machine learning classifiers to predict match outcomes in the NFL. International Journal of Computer Science in Sport, 19 (2). (doi:10.2478/ijcss-2020-0009 |).

Yazdanpanah, Vahid, Gerding, Enrico H., Stein, Sebastian, Dastani, Mehdi, Jonker, Catholijn M., Norman, Timothy J. and Ramchurn, Sarvapali D. (2021) Responsibility ascription in trustworthy autonomous systems. Embedding AI in Society, North Carolina State University, Raleigh (online), United States. 18 - 19 Feb 2021. 5 pp . (In Press)

Yazdanpanah, Vahid, Gerding, Enrico, Stein, Sebastian, Dastani, Mehdi, Jonker, Catholijn M. and Norman, Timothy (2021) Responsibility Research for Trustworthy Autonomous Systems. 20th International Conference on Autonomous Agents and Multiagent Systems, London (Virtual), Virtual, United Kingdom. 03 - 07 May 2021. pp. 57-62 . (doi:10.48448/w5y9-qk13).

Yazdanpanah, Vahid, Gerding, Enrico H., Stein, Sebastian, Cirstea, Corina, schraefel, m.c., Norman, Timothy J. and Jennings, Nicholas R. (2021) Collective responsibility in multiagent settings. ACM Collective Intelligence Conference 2021 (CI-2021), Virtual, Copenhagen, Denmark. 29 - 30 Jun 2021. 4 pp . (In Press)

Beal, Ryan, James, Chalkiadakis, Georgios, Norman, Timothy and Ramchurn, Sarvapali (2021) Optimising long-term outcomes using real-world fluent objectives: an application to football. 20th International Conference on Autonomous Agents and Multiagent Systems, London (Virtual), Virtual, United Kingdom. 03 - 07 May 2021. pp. 196-204 . (doi:10.48448/em7e-gb49).

Cerutti, Federico, Norman, Timothy J. and Toniolo, Alice (2018) A tool to highlight weaknesses and strengthen cases: CISpaces.org. Palmirani, Monica (ed.) In Legal Knowledge and Information - JURIX 2018: 31st Annual Conference. vol. 313, IOS Press. pp. 186-189 . (doi:10.3233/978-1-61499-935-5-186).

Chen, Liang, Edwards, Peter, Nelson, John D. and Norman, Timothy J. (2015) An access control model for protecting provenance graphs. Hisil, Huseyin, Ghorbani, Ali, Garcia-Alfaro, Joaquin, Koltuksuz, Ahmet, Torra, Vincenc, Zhang, Jie, Sensoy, Murat, Zincir, Ibrahim and Miri, Ali (eds.) In 2015 13th Annual Conference on Privacy, Security and Trust, PST 2015. Institute of Electrical and Electronics Engineers Inc. pp. 125-132 . (doi:10.1109/PST.2015.7232963).

Gasparini, Luca, Norman, Timothy J., Kollingbaum, Martin J. and Chen, Liang (2015) Severity-sensitive robustness analysis in normative systems. Telang, Pankaj, Ghose, Aditya, Thangarajah, John and Oren, Nir (eds.) In Coordination, Organizations, Institutions, and Norms in Agent Systems X - COIN 2014 International Workshops COIN@AAMAS, Revised Selected Papers. vol. 9372, Springer Verlag. pp. 72-88 . (doi:10.1007/978-3-319-25420-3_5).

van der Loo, S., Chen, L., Edwards, P., Holden, J. A., Karamperidis, S., Kollingbaum, M. J., Marqui, A. C., Nelson, J. D., Norman, T. J., Piecyk, M. and Pignotti, E. (2015) Development of a digital tool to overcome the challenges of rural food SMEs. Scottish Geographical Journal, 131 (3-4), 212-219. (doi:10.1080/14702541.2014.994673).

Townsend, Leanne, Wallace, Claire, Smart, Alison and Norman, Timothy (2016) Building Virtual Bridges: How rural micro-enterprises develop social capital in online and face-to-face settings. Sociologia Ruralis, 56 (1), 29-47. (doi:10.1111/soru.12068).

Ouyang, Robin Wentao, Kaplan, Lance, Martin, Paul, Toniolo, Alice, Srivastava, Mani and Norman, Timothy J. (2015) Debiasing crowdsourced quantitative characteristics in local businesses and services. In IPSN 2015 - Proceedings of the 14th International Symposium on Information Processing in Sensor Networks (Part of CPS Week). ACM. pp. 190-201 . (doi:10.1145/2737095.2737116).

Gasparini, Luca, Norman, Timothy J., Kollingbaum, Martin J., Chen, Liang and Meyer, John Jules Ch (2015) Verifying normative system specifications containing collective imperatives and deadlines. Bordini, Rafael H., Yolum, Pinar, Elkind, Edith and Weiss, Gerhard (eds.) In AAMAS 2015 - Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. vol. 3, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). pp. 1821-1822 .

Sensoy, Murat, De Mel, Geeth, Kaplan, Lance, Pham, Tien and Norman, Timothy J. (2013) TRIBE: Trust revision for information based on evidence. In Proceedings of the 16th International Conference on Information Fusion, FUSION 2013. pp. 914-921 .

Gasparini, Luca, Norman, Timothy J., Kollingbaum, Martin J. and Chen, Liang (2016) Decision theoretic norm-governed planning. In AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). pp. 1265-1266 .

Toniolo, Alice, Norman, Timothy J., Braines, Dave, Sullivan, Paul, Preece, Alun D., Webberley, Will and Dropps, Timothy (2016) Conversational intelligence analysis. In Proceedings of the 17th International Conference on Distributed Computing and Networking, ICDCN 2016. vol. 04-07-January-2, ACM.. (doi:10.1145/2833312.2849568).

Yazdanpanah, Vahid, Gerding, Enrico, Stein, Sebastian, Cirstea, Corina, schraefel, m.c., Norman, Timothy and Jennings, Nicholas R. (2021) Different Forms of Responsibility in Multiagent Systems: Sociotechnical Characteristics and Requirements. IEEE Internet Computing, 25 (6), 15-22. (doi:10.1109/MIC.2021.3107334).

Mestre, Rafael, Milicin, Razvan, Middleton, Stuart and Ryan, Matthew (2021) M-Arg: MultiModal Argument Mining Dataset for Political Debates with Audio and Transcripts. University of Southampton doi:10.5281/zenodo.5653503 [Dataset]

Cho, Christopher Jaehoon and Norman, Timothy (2021) Bit by Bit: How to Realistically Simulate a Crypto-Exchange. In Proceedings of the 2nd ACM International Conference on AI in Finance. ACM. 9 pp .

Mestre, Rafael, Milicin, Razvan, Middleton, Stuart, Ryan, Matthew, Zhu, Jiatong and Norman, Timothy (2021) M-Arg: multimodal argument mining dataset for political debates with audio and transcripts. 8th Workshop on Argument Mining. 9 pp . (doi:10.18653/v1/2021.argmining-1.8).

Kazantzidis, Ilias, Norman, Timothy, Du, Yali and Freeman, Christopher (2022) How to train your agent: active learning from human preferences and justifications in safety-critical environments. International Conference on Autonomous Agents and Milti-Agent Systems 2022, Auckland, Auckland, New Zealand. 09 - 13 May 2022. (In Press)

Lipinski, Olaf, Sobey, Adam, Cerutti, Federico and Norman, Timothy (2022) Emergent password signalling in the game of Werewolf. Emergent Communication Workshop at ICLR 2022. 29 Apr 2022.

Contact

Telephone: +44 (0) 23 8059 7681

Email: T.J.Norman@soton.ac.uk

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