Philippe J. Giabbanelli
Orcid: 0000-0001-6816-355X
According to our database1,
Philippe J. Giabbanelli
authored at least 104 papers
between 2010 and 2024.
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Bibliography
2024
Technol. Knowl. Learn., March, 2024
Leveraging Artificial Intelligence and Participatory Modeling to Support Paradigm Shifts in Public Health: An Application to Obesity and Evidence-Based Policymaking.
Inf., February, 2024
ACM Comput. Surv., February, 2024
Generative AI for Systems Thinking: Can a GPT Question-Answering System Turn Text into the Causal Maps Produced by Human Readers?
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
Design and Development of a Collaborative Augmented Reality Environment for Systems Science.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
2023
Soc. Netw. Anal. Min., December, 2023
A framework for the comparison of errors in agent-based models using machine learning.
J. Comput. Sci., September, 2023
Comput., June, 2023
Human Factors in Leveraging Systems Science to Shape Public Policy for Obesity: A Usability Study.
Inf., 2023
Proceedings of the Winter Simulation Conference, 2023
GPT-Based Models Meet Simulation: How to Efficiently use Large-Scale Pre-Trained Language Models Across Simulation Tasks.
Proceedings of the Winter Simulation Conference, 2023
Proceedings of the Winter Simulation Conference, 2023
Software Technology to Develop Large-Scale Self-Adaptive Systems: Accelerating Agent-Based Models and Fuzzy Cognitive Maps via CUDA.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
Fast Generation of Heterogeneous Mental Models from Longitudinal Data by Combining Genetic Algorithms and Fuzzy Cognitive Maps.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
Proceedings of the Annual Modeling and Simulation Conference, 2023
Preserving Simulation Insight While Removing Data: Verification of Compressed Simulation Traces via Machine Learning.
Proceedings of the Annual Modeling and Simulation Conference, 2023
Identifying the Building Blocks of Social Simulation Models: A Qualitative Analysis using Open-Source Codes in NetLogo.
Proceedings of the Annual Modeling and Simulation Conference, 2023
On the Necessity of Human Decision-Making Errors to Explain Vaccination Rates for Covid-19: an Agent-Based Modeling Study.
Proceedings of the Annual Modeling and Simulation Conference, 2023
2022
ACM Trans. Model. Comput. Simul., 2022
Hybrid Agent-Based Simulation of Adoption Behavior and Social Interactions: Alternatives, Opportunities, and Pitfalls.
IEEE Trans. Comput. Soc. Syst., 2022
Pathways to suicide or collections of vicious cycles? Understanding the complexity of suicide through causal mapping.
Soc. Netw. Anal. Min., 2022
PeerJ Comput. Sci., 2022
(Re)shaping online narratives: when bots promote the message of President Trump during his first impeachment.
PeerJ Comput. Sci., 2022
An Experimental Study on the Scalability of Recent Node Centrality Metrics in Sparse Complex Networks.
Frontiers Big Data, 2022
Proceedings of the Winter Simulation Conference, 2022
Automatically Explaining a Model: Using Deep Neural Networks to Generate Text From Causal Maps.
Proceedings of the Winter Simulation Conference, 2022
Proceedings of the Winter Simulation Conference, 2022
Design and Deployment of a Simulation Platform: Case Study of an Agent-Based Model for Youth Suicide Prevention.
Proceedings of the Winter Simulation Conference, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
2021
How Perspectives of a System Change Based on Exposure to Positive or Negative Evidence.
Syst., 2021
The application of modeling and simulation to public health: Assessing the quality of Agent-Based Models for obesity.
Simul. Model. Pract. Theory, 2021
What's left before participatory modeling can fully support real-world environmental planning processes: A case study review.
Environ. Model. Softw., 2021
How Modeling Methods for Fuzzy Cognitive Mapping Can Benefit From Psychology Research.
Proceedings of the Winter Simulation Conference, 2021
Comparing the Effect of Code Optimizations on Simulation Runtime Across Synchronous Cellular Automata Models of HIV.
Proceedings of the Winter Simulation Conference, 2021
Comparing Implementations of Cellular Automata as Images: A Novel Approach to Verification by Combining Image Processing and Machine Learning.
Proceedings of the SIGSIM-PADS '21: SIGSIM Conference on Principles of Advanced Discrete Simulation, Virtual Event, USA, 31 May, 2021
Identifying Synergistic Interventions to Address COVID-19 Using a Large Scale Agent-Based Model.
Proceedings of the Computational Science - ICCS 2021, 2021
How Do Teams of Novice Modelers Choose an Approach? An Iterated, Repeated Experiment in a First-Year Modeling Course.
Proceedings of the Computational Science - ICCS 2021, 2021
The Necessity and Difficulty of Navigating Uncertainty to Develop an Individual-Level Computational Model.
Proceedings of the Computational Science - ICCS 2021, 2021
Design and evaluation of update schemes to optimize asynchronous Cellular Automata with random or cyclic orders.
Proceedings of the 25th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2021
Mapping the complexity of suicide by combining participatory modeling and network science.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
Proceedings of the Annual Modeling and Simulation Conference, 2021
Scaling Up The SNAP-ED Toolkit Interventions to Improve Fruit and Vegetable Consumption Across Counties in Georgia: An Agent-Based Model.
Proceedings of the Annual Modeling and Simulation Conference, 2021
How Many Costly Simulations Do we Need to Create Accurate Metamodels? A Case Study on Predicting HIV Viral Load in Response to Clinically Relevant Intervention Scenarios.
Proceedings of the Annual Modeling and Simulation Conference, 2021
Opportunities and Challenges in Developing COVID-19 Simulation Models: Lessons from Six Funded Projects.
Proceedings of the Annual Modeling and Simulation Conference, 2021
Proceedings of the Annual Modeling and Simulation Conference, 2021
Are We Modeling the Evidence or Our Own Biases? A Comparison of Conceptual Models Created from Reports.
Proceedings of the Annual Modeling and Simulation Conference, 2021
2020
Detecting the Depth and Progression of Learning in Massive Open Online Courses by Mining Discussion Data.
Technol. Knowl. Learn., 2020
Performance and Soundness of Simulation: A Case Study Based on a Cellular Automaton for In-Body Spread of HIV.
Proceedings of the Winter Simulation Conference, 2020
How do Modelers Code Artificial Societies? Investigating Practices and Quality of Netlogo Codes from Large Repositories.
Proceedings of the Spring Simulation Conference, 2020
Proceedings of the Spring Simulation Conference, 2020
Predicting The Resource Needs And Outcomes of Computationally Intensive Biological Simulations.
Proceedings of the Spring Simulation Conference, 2020
Proceedings of the Spring Simulation Conference, 2020
Optimizing Discrete Simulations of the Spread of HIV-1 to Handle Billions of Cells on a Workstation.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2020
Reducing the Gap Between the Conceptual Models of Students and Experts Using Graph-Based Adaptive Instructional Systems.
Proceedings of the HCI International 2020 - Late Breaking Papers: Cognition, Learning and Games, 2020
2019
Visual Analytics to Identify Temporal Patterns and Variability in Simulations from Cellular Automata.
ACM Trans. Model. Comput. Simul., 2019
Overcoming the PBL Assessment Challenge: Design and Development of the Incremental Thesaurus for Assessing Causal Maps (ITACM).
Technol. Knowl. Learn., 2019
From associations to sarcasm: Mining the shift of opinions regarding the Supreme Court on twitter.
Online Soc. Networks Media, 2019
Iterative generation of insight from text collections through mutually reinforcing visualizations and fuzzy cognitive maps.
Appl. Soft Comput., 2019
Identifying the Components and Interrelationships of Smart Cities in Indonesia: Supporting Policymaking via Fuzzy Cognitive Systems.
IEEE Access, 2019
Solving Challenges at the Interface of Simulation and Big Data Using Machine Learning.
Proceedings of the 2019 Winter Simulation Conference, 2019
The Intersection of Agent Based Models and Fuzzy Cognitive Maps: A Review of an Emerging Hybrid Modeling Practice.
Proceedings of the 2019 Winter Simulation Conference, 2019
Proceedings of the 2019 Spring Simulation Conference, 2019
CoFluences: Simulating the Spread of Social Influences via a Hybrid Agent-Based/Fuzzy Cognitive Maps Architecture.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2019
Mechanisms for Cell-to-cell and Cell-free Spread of HIV-1 in Cellular Automata Models.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2019
From Social Media to Expert Reports: The Impact of Source Selection on Automatically Validating Complex Conceptual Models of Obesity.
Proceedings of the Social Computing and Social Media. Design, Human Behavior and Analytics, 2019
The Artificial Facilitator: Guiding Participants in Developing Causal Maps Using Voice-Activated Technologies.
Proceedings of the Augmented Cognition, 2019
2018
EPJ Data Sci., 2018
Environ. Model. Softw., 2018
Comput. Educ., 2018
Proceedings of the Annual Simulation Symposium, 2018
An Online Environment to Compare Students' and Expert Solutions to Ill-Structured Problems.
Proceedings of the Learning and Collaboration Technologies. Learning and Teaching, 2018
2017
Erratum to: The nature and level of learner-learner interaction in a chemistry massive open online course (MOOC).
J. Comput. High. Educ., 2017
The nature and level of learner-learner interaction in a chemistry massive open online course (MOOC).
J. Comput. High. Educ., 2017
Combining fuzzy cognitive maps with agent-based modeling: Frameworks and pitfalls of a powerful hybrid modeling approach to understand human-environment interactions.
Environ. Model. Softw., 2017
Using Agent-Based Models to Develop Public Policy about Food Behaviours: Future Directions and Recommendations.
Comput. Math. Methods Medicine, 2017
Proceedings of the 2017 Winter Simulation Conference, 2017
2016
J. Supercomput., 2016
Supporting a systems approach to healthy weight interventions in British Columbia by modeling weight and well-being.
Proceedings of the 49th Annual Simulation Symposium, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
A Novel Visualization Environment to Support Modelers in Analyzing Data Generated by Cellular Automata.
Proceedings of the Digital Human Modeling: Applications in Health, Safety, Ergonomics and Risk Management, 2016
Feasibility and Framing of Interventions Based on Public Support: Leveraging Text Analytics for Policymakers.
Proceedings of the Social Computing and Social Media, 2016
2015
Health Informatics J., 2015
Exploring the Relationship between Adherence to Treatment and Viral Load through a New Discrete Simulation Model of HIV Infectivity.
Proceedings of the 3rd ACM Conference on SIGSIM-Principles of Advanced Discrete Simulation, London, United Kingdom, June 10, 2015
Proceedings of the International Conference on Computational Science, 2015
Using Visual Analytics to Support the Integration of Expert Knowledge in the Design of Medical Models and Simulations.
Proceedings of the International Conference on Computational Science, 2015
2014
Modelling the Joint Effect of Social Determinants and Peers on Obesity Among Canadian Adults.
Proceedings of the Theories and Simulations of Complex Social Systems, 2014
2013
J. Artif. Soc. Soc. Simul., 2013
Detecting unfolding crises with Visual Analytics and Conceptual Maps Emerging phenomena and big data.
Proceedings of the 2013 IEEE International Conference on Intelligence and Security Informatics, 2013
Supporting a Participant-Centric Management of Obesity via a Self-improving Health Game.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics, and Risk Management. Healthcare and Safety of the Environment and Transport, 2013
2012
Modeling the influence of social networks and environment on energy balance and obesity.
J. Comput. Sci., 2012
Appl. Soft Comput., 2012
Proceedings of the 2012 IEEE International Conference on Intelligence and Security Informatics, 2012
Proceedings of the Complex Networks, results of the 3rd Workshop on Complex Networks, 2012
2011
Adv. Complex Syst., 2011
2010
Proceedings of the Complex Networks - Second International Workshop, 2010