Liz Sonenberg

Orcid: 0000-0002-8653-2555

Affiliations:
  • University of Melbourne, School of Computing and Information Systems, Australia


According to our database1, Liz Sonenberg authored at least 121 papers between 1978 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Explainable agency: human preferences for simple or complex explanations.
CoRR, 2024

Towards the new XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence.
CoRR, 2024

2023
Directive Explanations for Actionable Explainability in Machine Learning Applications.
ACM Trans. Interact. Intell. Syst., December, 2023

Logics and collaboration.
Log. J. IGPL, November, 2023

The effects of explanations on automation bias.
Artif. Intell., September, 2023

Explaining Model Confidence Using Counterfactuals.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence.
CoRR, 2022

Efficient multi-agent epistemic planning: Teaching planners about nested belief.
Artif. Intell., 2022

2021
Modeling communication of collaborative multiagent system under epistemic planning.
Int. J. Intell. Syst., 2021

Directive Explanations for Actionable Explainability in Machine Learning Applications.
CoRR, 2021

2020
Demand-Driven Transparency for Monitoring Intelligent Agents.
IEEE Trans. Hum. Mach. Syst., 2020

Distal Explanations for Explainable Reinforcement Learning Agents.
CoRR, 2020

Combining gaze and AI planning for online human intention recognition.
Artif. Intell., 2020

Explainable Reinforcement Learning through a Causal Lens.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Formalizing tool use in intelligent environments.
J. Ambient Intell. Humaniz. Comput., 2019

Improving Performance of Multiagent Cooperation Using Epistemic Planning.
CoRR, 2019

The Case for Teamwork.
AI Mag., 2019

A Grounded Interaction Protocol for Explainable Artificial Intelligence.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
Towards a Grounded Dialog Model for Explainable Artificial Intelligence.
CoRR, 2018

Combining Planning with Gaze for Online Human Intention Recognition.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017
Logics of Common Ground.
J. Artif. Intell. Res., 2017

Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences.
CoRR, 2017

2016
Implicit Coordination Strategies for Effective Team Communication.
Hum. Factors, 2016

Social planning for social HRI.
CoRR, 2016

Planning for a Single Agent in a Multi-Agent Environment Using FOND.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Communication and Shared Mental Models for Teams Performing Interdependent Tasks.
Proceedings of the Coordination, Organizations, Institutions, and Norms in Agent Systems XII, 2016

'Knowing Whether' in Proper Epistemic Knowledge Bases.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Modelling Human Activity in People-Oriented Programming with Metamodels.
Int. J. People Oriented Program., 2015

Computing Social Behaviours Using Agent Models.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Efficient Reasoning With Consistent Proper Epistemic Knowledge Bases.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Towards Team Formation via Automated Planning.
Proceedings of the Coordination, Organizations, Institutions, and Normes in Agent Systems XI, 2015

Planning Over Multi-Agent Epistemic States: A Classical Planning Approach.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Improving cognitive agent decision making: Experience trajectories as plans.
Web Intell. Agent Syst., 2014

The individual in multiple interacting activity systems: IT-supported diabetes management.
Inf. Technol. People, 2014

Mining Surprising Patterns and their Explanations in Clinical Data.
Appl. Artif. Intell., 2014

Artificial Social Reasoning: Computational Mechanisms for Reasoning about Others.
Proceedings of the Social Robotics - 6th International Conference, 2014

A Preliminary Analysis of Interdependence in Multiagent Systems.
Proceedings of the PRIMA 2014: Principles and Practice of Multi-Agent Systems, 2014

Designing for Planned Emergence in Multi-agent Systems.
Proceedings of the Coordination, Organizations, Institutions, and Norms in Agent Systems X, 2014

Foundations of Human-Agent Collaboration: Situation-Relevant Information Sharing.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

Towards Agent-Based Models of Cultural Dynamics: A Case of Stereotypes.
Proceedings of the Perspectives on Culture and Agent-based Simulations, 2014

2013
Coordination Using Social Policies in Dynamic Agent Organizations.
Proceedings of the Coordination, Organizations, Institutions, and Norms in Agent Systems IX, 2013

2012
Situation Awareness: An Agent-oriented Software Engineering Perspective.
Proceedings of the Situational Awareness for Assistive Technologies, 2012

Ten Years of AAMAS: Introduction to the Special Issue.
AI Mag., 2012

Towards a Computational Formalism for a Grounding Model of Cultural Transmission.
Proceedings of the 2012 International Conference on Privacy, 2012

2011
Using ontological and document similarity to estimate museum exhibit relatedness.
ACM Journal on Computing and Cultural Heritage, 2011

An empirical study of interest-based negotiation.
Auton. Agents Multi Agent Syst., 2011

From Notions to Models and Back Again, Again.
Proceedings of the Agents in Principle, Agents in Practice - 14th International Conference, 2011

Consumer Health ICT And The Patient In The Middle: Adopter And/Or Influencer?
Proceedings of the Pacific Asia Conference on Information Systems, 2011

TATM: A Trust Mechanism for Social Traders in Double Auctions.
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

Adaptive Coordination in Distributed and Dynamic Agent Organizations.
Proceedings of the Coordination, 2011

Toward Resilient Human-Robot Interaction through Situation Projection for Effective Joint Action.
Proceedings of the Robot-Human Teamwork in Dynamic Adverse Environment, 2011

2010
A Composite Task Meta-model as a Reference Model.
Proceedings of the Human-Computer Interaction - Second IFIP TC 13 Symposium, 2010

Wishful thinking in effective decision making.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
A formal analysis of interest-based negotiation.
Ann. Math. Artif. Intell., 2009

Intentional learning agent architecture.
Auton. Agents Multi Agent Syst., 2009

2008
Using interest and transition models to predict visitor locations in museums.
AI Commun., 2008

Finding Explanations for Assisting Pattern Interpretation.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

ShaMAN: An Agent Meta-model for Computer Games.
Proceedings of the Engineering Interactive Systems, 2008

From Task to Agent-Oriented Meta-models, and Back Again.
Proceedings of the Engineering Interactive Systems, 2008

How Situated Is Your Agent? A Cognitive Perspective.
Proceedings of the Programming Multi-Agent Systems, 2008

Extending Agent Capabilities: Tools vs. Agents.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Coordination in Adaptive Organisations: Extending Shared Plans with Knowledge Cultivation.
Proceedings of the Organized Adaption in Multi-Agent Systems, 2008

Using Collaborative Models to Adaptively Predict Visitor Locations in Museums.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008

2007
Keeping the patient asleep and alive: Towards a computational cognitive model of disturbance management in anaesthesia.
Cogn. Syst. Res., 2007

STRATUM: A Methodology for Designing Heuristic Agent Negotiation Strategies.
Appl. Artif. Intell., 2007

Exploiting Hierarchical Goals in Bilateral Automated Negotiation: Empirical Study.
Proceedings of the Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis, 2007

On the Benefits of Exploiting Hierarchical Goals in Bilateral Automated Negotiation.
Proceedings of the Argumentation in Multi-Agent Systems, 4th International Workshop, 2007

On the Benefits of Exploiting Underlying Goals in Argument-based Negotiation.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Matilda: A visual tool for modeling with Bayesian networks.
Int. J. Intell. Syst., 2006

Interest-Based Negotiation as an Extension of Monotonic Bargaining in 3APL.
Proceedings of the Agent Computing and Multi-Agent Systems, 2006

Learning as Abductive Deliberations.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

A Hybrid Architecture Combining Reactive Plan Execution and Reactive Learning.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Plans as Products of Learning.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Argumentation and Persuasion in the Cognitive Coherence Theory.
Proceedings of the Computational Models of Argument: Proceedings of COMMA 2006, 2006

Argumentation and Persuasion in the Cognitive Coherence Theory: Preliminary Report.
Proceedings of the Argumentation in Multi-Agent Systems, Third International Workshop, 2006

2005
A Real-Time Negotiation Model and A Multi-Agent Sensor Network Implementation.
Auton. Agents Multi Agent Syst., 2005

The Roles of Active Perception in Intelligent Agent Systems.
Proceedings of the Multi-Agent Systems for Society, 2005

Learning Plans with Patterns of Actions in Bounded-Rational Agents.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Goal-Directed Automated Negotiation for Supporting Mobile User Coordination.
Proceedings of the Modeling and Using Context, 2005

Exploring Congruence Between Organizational Structure and Task Performance: A Simulation Approach.
Proceedings of the Coordination, 2005

2004
Introduction to a special section on The Use of Logic in Agent-Based Social Simulation.
J. Artif. Soc. Soc. Simul., 2004

Supporting Impromptu Coordination Using Automated Negotiation.
Proceedings of the Intelligent Agents and Multi-Agent Systems, 2004

Using Multimedia Content in Intelligent Mobile Services.
Proceedings of the Joint Conference 10th Brazilian Symposium on Multimedia and the Web & 2nd Latin American Web Congress, 2004

Situation Awareness in Intelligent Agents: Foundations for a Theory of Proactive Agent Behavior.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

Bargaining and Argument-Based Negotiation: .
Proceedings of the Argumentation in Multi-Agent Systems, First International Workshop, 2004

2003
Argumentation-based negotiation.
Knowl. Eng. Rev., 2003

A Teaching Model Exploiting Cognitive Conflict Driven by a Bayesian Network.
Proceedings of the User Modeling 2003, 2003

Agent Deliberation in a Sensor Rich World.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

Agents with Initiative: A Preliminary Report.
Proceedings of the Agents and Computational Autonomy - Potential, Risks, and Solutions - Postproceedings of the 1st International Workshop on Computational Autonomy, 2003

Towards interest-based negotiation.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

On Interest-Based Negotiation.
Proceedings of the Advances in Agent Communication, 2003

2002
Towards Real-Time Strategic Teamwork: A RoboCup Case Study.
Proceedings of the RoboCup 2002: Robot Soccer World Cup VI, 2002

2001
A Case Study in Knowledge Discovery and Elicitation in an Intelligent Tutoring Application.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

Motivational Attitudes of Agents: On Desires, Obligations, and Norms.
Proceedings of the From Theory to Practice in Multi-Agent Systems, 2001

2000
An Approach to Specifying Coordinated Agent Behaviour.
Proceedings of the Design and Applications of Intelligent Agents, 2000

Enhancing Multi-Agent Based Simulation with Human-Like Decision Making Strategies.
Proceedings of the Multi-Agent-Based Simulation, Second International Workshop, 2000

Towards Socially Sophisticated BDI Agents.
Proceedings of the 4th International Conference on Multi-Agent Systems, 2000

Organized Distributed Systems (Extended Abstract).
Proceedings of the Cooperative Information Systems, 7th International Conference, 2000

1999
A knowledge-based approach to domain-specialized information agents.
Internet Res., 1999

Bayesian Reasoning for Diagnosing Student Misconceptions about Decimals.
Proceedings of the Advanced Topics in Artificial Intelligence, 1999

1998
ARIS: A Shell for Information Agents that Exploit Web Site Structure.
Proceedings of the Third International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, 1998

On Team Knowledge and Common Knowledge.
Proceedings of the Third International Conference on Multiagent Systems, 1998

On Social Commitment, Roles and Preferred Goals.
Proceedings of the Third International Conference on Multiagent Systems, 1998

1997
Developing an Accredited Software Engineering Program.
IEEE Softw., 1997

Teamwork via Team Plans in Intelligent Autonomous Agent Systems.
Proceedings of the Worldwide Computing and Its Applications, International Conference, 1997

Exploring Agent Cooperation: Studies with a Simple Pursuit Game.
Proceedings of the Advanced Topics in Artificial Intelligence, 1997

1996
A Logic for Concurrent Events and Action Failure.
Proceedings of the PRICAI'96: Topics in Artificial Intelligence, 1996

Calculating first: a better curriculum?
Proceedings of the ACM SIGCSE 1st Australasian Conference on Computer Science Education, 1996

1995
Case study: an empirical investigation of thumbnail image recognition.
Proceedings of the IEEE Symposium On Information Visualization 1995, 1995

AI Planning for Hazard Action Response.
Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995

1994
A Preferred Model Semantics for Inheritance Networks.
Methods Log. Comput. Sci., 1994

1992
Modeling disturbance management in anesthesia: A preliminary report.
Artif. Intell. Medicine, 1992

Planned Team Activity.
Proceedings of the Artificial Social Systems, 1992

1990
A Preferred Model Semantics for Inheritance Systems.
Proceedings of the Workshop Logic Programming and Non-Monotonic Logic, 1990

1988
On Domain Independent Disjunctive Databases.
Proceedings of the ICDT'88, 2nd International Conference on Database Theory, Bruges, Belgium, August 31, 1988

A Knowledge Based Simulation of Critical Incidents in Anaesthesia.
Proceedings of the AI '88: 2nd Australian Joint Artificial Intelligence Conference, 1988

On Domain Independent Databases.
Proceedings of the Foundations of Deductive Databases and Logic Programming, 1988

1987
Integrity Constraint Checking in Stratified Databases.
J. Log. Program., 1987

1982
Fixed Point Theorems and Semantics: A Folk Tale.
Inf. Process. Lett., 1982

1979
Non-Standard Models of Ordinal Arithmetics.
Math. Log. Q., 1979

1978
On the elementary theory of inductive order.
Arch. Math. Log., 1978


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