When Experimental and Computational Research Meet: The Participatory Extension Module v2.0
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The document discusses the development of the Participatory Extension Module (PET) v2.0, which is part of the Crisis Project aimed at enhancing agent-based models for economic simulations, incorporating behavioral economics. It outlines the framework's capabilities for participatory experiments and model implementation across different platforms, emphasizing the importance of realistic agent behavior in economic modeling. Future plans include improving tools for front-end creation and developing statistical analysis tools to support agent-based economic modeling.
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Utilities and water companies play a key role in the creation of clean drinking water. The creation and maintenance of clean drinking water is becoming a critical problem due to pollution and pressure on the environment. A lot of data is necessary to create clean drinking water. For fieldworkers, two types of data are key: Asset data in an asset management system (EAM for example) and Geographic data in a GIS (ArcGIS Utility Network ). Keeping this type of data up to date and in sync is a challenge for many organizations, leading to duplicating data and creating a bulk of extra attributes and data to keep everything in sync. Using FME, it is possible to synchronize Enterprise Asset Management (EAM) data with the ArcGIS Utility Network in real time. Changes (creation, modification, deletion) in ArcGIS Pro are relayed to EAM via FME, and vice versa. This ensures continuous synchronization of both systems without daily bulk updates, minimizes risks, and seamlessly integrates with ArcGIS Utility Network services. This presentation focuses on the use of FME at a Dutch water company, to create a sync between the asset management and GIS.cnc-processing-centers-centateq-p-110-en.pdf
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When Experimental and Computational Research Meet: The Participatory Extension Module v2.0
- 1. WHEN EXPERIMENTALAND COMPUTATIONAL RESEARCH MEET: THE PARTICIPATORY EXTENSION MODULE V2.0 Richard O. Legendi, Tam叩s M叩hr, L叩szl坦 Guly叩s, Rajmund Bocsi, Vilmos Kozma, Peter Rieger {rlegendi, tmahr, lgulyas, rbocsi, vkozma, prieger}@aitia.ai AITIA International, Inc. 41st World Congress of the International Institute of Sociology (IIS) Social Interaction: Experimental and Computational Analysis 9-10 June, 2013, Uppsala, Sweden, http://www.iisoc.org/iis2013 The research leading to these results has received funding from the European Union, Seventh Framework Programme FP7/2007-2013 under grant agreement no. CRISIS-ICT-2011-288501.
- 2. DEMO 2013.06.10. 41st IIC World Congress, Social Interaction track 2
- 3. The El Farol Bar Problem Agents are researchers (N=100) They visit a popular but small bar in Santa F辿 If attendance > 60 (overcrowded) Who hasnt come If attendance <= 60 Who hasnt come Each day agents decide individually and in the same time W. Brian Arthur, Inductive Reasoning and Bounded Rationality, American Economic Review (Papers and Proceedings), 84,406411, 1994. 2013.06.10. 41st IIC World Congress, Social Interaction track 3
- 4. The El Farol Bar Problem MASON implementation of a NetLogo variant Artifical agents: ARMA-based prediction with history Players have two actions: No go / go If +1 Score! Goal: get max score Rand, W. and Wilensky, U. (2007). NetLogo El Farol model. Center for Connected Learning and Computer-Based Modeling, Northwestern Institute on Complex Systems, Northwestern University, Evanston, IL. http://ccl.northwestern.edu/netlogo/models/ElFarol 2013.06.10. 41st IIC World Congress, Social Interaction track 4
- 5. Lets play! http://demo1.aitia.ai/ 2013.06.10. 41st IIC World Congress, Social Interaction track 5
- 6. 2013.06.10. 41st IIC World Congress, Social Interaction track 6 Model List Create Experiments Additional Info
- 7. Admin Page (Admins are subjects too) 2013.06.10. 41st IIC World Congress, Social Interaction track 7 Subject list (joined) Admin tools
- 8. In-experiment Admin Page 2013.06.10. 41st IIC World Congress, Social Interaction track 8 Player status (moved/waiting)
- 9. In-experiment Subject Page 2013.06.10. 41st IIC World Congress, Social Interaction track 9 Status messages
- 10. Post-experiment Scores 2013.06.10. 41st IIC World Congress, Social Interaction track 10
- 11. Outline Background The CRISIS project CRISIS Game PET v2.0 Requirements Future works 2013.06.10. 41st IIC World Congress, Social Interaction track 11
- 12. Background: The CRISIS Project The CRISIS project addresses building a next generation macroeconomic and financial system policymaking model: a bottom-up agent-based simulation that fully accounts for the heterogeneity of households, firms, and government actors. The model will incorporate the latest evidence from behavioral economics in portraying agent behavior, and the CRISIS team will also collect new data on agent decision making using experimental economics techniques. While any model must make simplifying assumptions about human behavior, the CRISIS model will be significantly more realistic in its portrayal of relevant agent behavior than the current generation of policymaking models. Crisis project description: https://www.crisis-economics.eu/ 2013.06.10. 41st IIC World Congress, Social Interaction track 12
- 13. 2013.06.10. 41st IIC World Congress, Social Interaction track 13 Web-based Game (Participatory Experiments) Economic Simulator (Cloud-Based Parameter Sweep Execution) Modelling Framework Models
- 14. CRISIS Game 2013.06.10. 41st IIC World Congress, Social Interaction track 14 (Planned design) http://game.crisis-economics.eu
- 15. The Model Under the CRISIS Game 2013.06.10. 41st IIC World Congress, Social Interaction track 15 Source: Domenico Delli Gatti, personal communications (Single player mode) Gatti, Domenico Delli, Saul Desiderio, Edoardo Gaffeo, Pasquale Cirillo, and Mauro Gallegati. Macroeconomics from the Bottom-up. 1st ed. Springer, 2011.
- 16. Architecture 2013.06.10. 41st IIC World Congress, Social Interaction track 16
- 17. PET v2.0 Idea came from AITIA's PET Software Participatory Extension Generalized components behind the CRISIS Game Modern, scalable infrastructure Previous version is 5+ years old Components may run on (several) different machines Software already available for any experiment 2013.06.10. 41st IIC World Congress, Social Interaction track 17
- 18. PET v2.0 Can be used: Locally Laboratory experiments Policy makers (scenario analysis with a proper model) On any webserver to run constantly Gather data (scores from model and all user actions replay) Dissemination Questionnaire module Verify if subjects understood the rules Software is already in use by Universiteit van Amsterdam 2013.06.10. 41st IIC World Congress, Social Interaction track 18
- 19. REQUIREMENTS? 2013.06.10. 41st IIC World Congress, Social Interaction track 19
- 20. What is required to use? 1. An ABM model PET is a generic framework Currently Java and MASON models are supported 2013.06.10. 41st IIC World Congress, Social Interaction track 20
- 21. What is required to use? 1. An ABM model PET is a generic framework Currently Java and MASON models are supported 2. Development of the web interface No restriction on tools (HTML5, GWT, ...) Communication to server by standardized tools (AJAX) Config files to map incoming messages to model actions 2013.06.10. 41st IIC World Congress, Social Interaction track 21
- 22. Future Works Tools to support front-end creation JavaScript library (WIP) User-friendly editor (flexible, easy to use) UI, questionnaire Tutorials, docs to be developed Additional platforms +Your ideas? 2013.06.10. 41st IIC World Congress, Social Interaction track 22
- 23. Interested? A New Set of Tools Supporting Agent-Based Economic Modeling, EPIA 2013 (under publication, ~Sept.) Statistical and Behavioral Model Analysis Tools. Hands-on workshop @ ESSA 2013 2013.06.10. 41st IIC World Congress, Social Interaction track 23
- 24. THANK YOU! Questions? Will be available soon from http://iaws.aitia.ai/ Download the software: http://www.crisis-economics.eu/software Try the CRISIS Game http://game.crisis-economics.eu Take a look on the El Farol model: http://github.com/rlegendi/mason-examples Richard O. Legendi rlegendi@aitia.ai http://people.inf.elte.hu/legendi/ June 10., 2013. 2013.06.10. 41st IIC World Congress, Social Interaction track 24 The research leading to these results has received funding from the European Union, Seventh Framework Programme FP7/2007-2013 under grant agreement no. CRISIS-ICT-2011-288501.
Editor's Notes
- #13: Harmonized library, Game,policymaking model