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Modeling Complex Domains of Actions and Change [article]

Antonis Kakas, Loizos Michael
2002 arXiv   pre-print
This paper studies the problem of modeling complex domains of actions and change within high-level action description languages.  ...  We investigate two main issues of concern: (a) can we represent complex domains that capture together different problems such as ramifications, non-determinism and concurrency of actions, at a high-level  ...  Acknowledgements This work was partly supported by the European Union KIT project CLSFA (9621109) and IST project SOCS (IST-2001-32530).  ... 
arXiv:cs/0207056v1 fatcat:eqkymdy3jzgpzkywmthg6maxhu

Dynamic web page authoring by example using ontology-based domain knowledge

José A. Macías, Pablo Castells
2003 Proceedings of the 8th international conference on Intelligent user interfaces - IUI '03  
DESK keeps track of all user's actions and exploits the explicitly represented domain semantics to enhance the power of PBE techniques.  ...  DESK acts as a client-side complement of a dynamic web page generation system, PEGASUS, which generates HTML pages from a formally structured domain model and an abstract presentation model.  ...  ACKNOWLEDGEMENTS The work reported in this paper is being supported by the Spanish Ministry of Science and Technology (MCyT), project number TIC2002-1948.  ... 
doi:10.1145/604050.604068 fatcat:v3atyvcwijb6pcpfkypvb4t6nu

Moving from Overwhelming to Actionable Complexity in Population Health Policy: Can ALife help?

Alexandra Penn
2018 Artificial Life  
It requires us to be on hand throughout a process of transforming overwhelming complexity into actionable complexity.  ...  The rest span a large range of domains and phenomena such as social psychology, economics, the food production industry, transport infrastructure, urban design, and more, including long-term social changes  ... 
doi:10.1162/artl_e_00265 fatcat:mk4g7h3lbrft3jdf7wwrvspaau

Model-Based Specification of Flexible and Complex Bidding Strategies in Agent-Based Online Auctions

Benjamin J. Ford, Haiping Xu, Christopher K. Bates, Sol M. Shatz
2009 2009 Sixth International Conference on Information Technology: New Generations  
In this paper, we introduce a formal bidding strategy model for specification of flexible and complex bidding strategies.  ...  Finally, we develop a prototype agent-based online auction system using JADE, and illustrate how flexible and complex bidding strategies can be precisely specified and efficiently executed.  ...  Otherwise, if all levels of domain have been searched and no next action can be found, currentAction is returned as the next action. function Action findNextAction (Domain domain, Action currentAction)  ... 
doi:10.1109/itng.2009.29 dblp:conf/itng/FordXBS09 fatcat:d3nqd4wk2zaynh3txz6xt5xpce

Dynamic web page authoring by example using ontology-based domain knowledge

José A. Macías, Pablo Castells
2003 Proceedings of the 8th international conference on Intelligent user interfaces - IUI '03  
DESK keeps track of all user actions and exploits the explicitly represented domain semantics to enhance the power of PBE techniques.  ...  DESK acts as a client-side complement of a dynamic web page generation system, PEGASUS, which generates HTML pages from a formally structured domain model and an abstract presentation model.  ...  ACKNOWLEDGEMENTS The work reported in this paper is being partially supported by the Spanish Interdepartmental Commission of Science and Technology (CICYT), projects numbers TIC2001-0685-C02-01 and TIC2002  ... 
doi:10.1145/604045.604068 dblp:conf/iui/IglesiasC03 fatcat:nxu26uzedbcj3p4rqdreuzhcvm

Clinical Complexity in Medicine: A Measurement Model of Task and Patient Complexity

C. Weir, G. Del Fiol, R. Islam
2016 Methods of Information in Medicine  
Results: The proposed clinical complexity model consists of two separate components. The first is a clinical task complexity model with 13 clinical complexity-contributing factors and 7 dimensions.  ...  This baseline measurement model of clinical complexity was modified in an initial set of coding processes and further validated in a consensus-based iterative process that included several meetings and  ...  This work was also supported in part by National Library of Medicine training grant T15-LM07124, and two grants from the department of Veterans Affairs (CRE 12-321 and CRE 12-230).  ... 
doi:10.3414/me15-01-0031 pmid:26404626 pmcid:PMC4869720 fatcat:b2dyigj25jci7e3tcy7agh4xai

The process-oriented event model (PoEM)

Om Prasad Patri, Vikrambhai S. Sorathia, Anand V. Panangadan, Viktor K. Prasanna
2014 Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems - DEBS '14  
The model links event detection to states, actions, and roles, enabling event notification, filtering, context awareness and escalation.  ...  Usage of the PoEM model is illustrated in case studies from the oil and gas industry and maritime piracy events.  ...  However, the primary purpose of using state models (such as NFAs) in these systems is to perform complex event detection by modeling states in the system and monitoring changes in these states leading  ... 
doi:10.1145/2611286.2611291 dblp:conf/debs/PatriSPP14 fatcat:54a2escd2vfs5lr56pkkyp5wd4

Keeping the patient asleep and alive: Towards a computational cognitive model of disturbance management in anaesthesia

K. Keogh, E.A. Sonenberg
2007 Cognitive Systems Research  
We suggest that our data analysis pattern may be used for the analysis of behavioral data describing cognitive and observable events in other complex dynamic domains.  ...  We use a paper based analysis and a partial implementation to further the development of a computational cognitive model for disturbance management in anaesthesia.  ...  and early analysis of the raw data used in this study.  ... 
doi:10.1016/j.cogsys.2006.12.001 fatcat:73cc5evlofdfng757etnm53eki

Playing Angry Birds with a Domain-Independent PDDL+ Planner [article]

Wiktor Piotrowski, Roni Stern, Matthew Klenk, Alexandre Perez, Shiwali Mohan, Johan de Kleer, Jacob Le
2021 arXiv   pre-print
In this demo paper, we present the system's PDDL+ model for this domain, identify key design decisions that reduce the problem complexity, and compare the performance of our system to model-specific methods  ...  Our system models Angry Birds levels using PDDL+, a planning language for mixed discrete/continuous domains. It uses a domain-independent PDDL+ planner to generate plans and executes them.  ...  Our agent translates Angry Birds levels to PDDL+ problems and solves them using a PDDL+ solver. This demonstrates the expressive power of PDDL+ and corresponding solvers.  ... 
arXiv:2107.04635v1 fatcat:ahzdkc6cpngylofalq7g5dbax4

Real-Time Action Model Learning with Online Algorithm 3SG

Michal Čertický
2014 Applied Artificial Intelligence  
Writing these models by hand, especially in complex domains, is often a time-consuming and error-prone task.  ...  An action model, as a logic-based representation of action's effects and preconditions, constitutes an essential requirement for planning and intelligent behavior.  ...  In other words, it should accurately describe the changes happening within our domain, and consequently, we should be able to use this model to predict those changes.  ... 
doi:10.1080/08839514.2014.927692 fatcat:etwltrd53nhs5gfoolijpkagbm

Towards The Integration of Model Predictive Control into an AI Planning Framework

Falilat Jimoh, Thomas Leo McCluskey
2016 Workshop of the UK Planning and Scheduling Special Interest Group  
This preserves the many advantages of the AI Planning approach, to do with domain independence through declarative modelling, and explicit reasoning, while leveraging the capability of MPC to deal with  ...  This effectively utilises the strengths of search-based and model-simulation-based methods.  ...  It supports the encoding of domains containing continuously changing processes, events and actions.  ... 
dblp:conf/plansig/JimohM16 fatcat:sufqllmpo5bwvibhlfun4nmzri

Verification with Answer Set Programming, Reasoning about Actions and Change, Constraints and Ontologies

Laura Giordano, Alberto Martelli, Daniele Theseider Dupré
2019 International Conference of the Italian Association for Artificial Intelligence  
It allows, on the one hand, for reasoning about actions and change, for accommodating domain ontologies expressed in a low-complexity description logic as well as constraints on numerical variables (in  ...  In this extended abstract, we describe a line of research where logic-based knowledge representation and reasoning is used for both representing process and system models in knowledge-intensive domains  ...  a domain is described in terms of fluents (propositions whose value can change), possible actions, which have preconditions, direct effects in terms of fluents, and (in several approaches) static and  ... 
dblp:conf/aiia/0001MD19 fatcat:5dlqoyvdu5eizjgswoih3q7mcu

Describing coevolution of business and IS alignment via agent-based modeling

Mengmeng Zhang, Honghui Chen, Xinyu Li, Aimin Luo
2020 Americas Conference on Information Systems  
The model embraces the emergent behaviors shaped by the interactions of business and IS agents, and guides the coevolution of alignment driven by the external changes.  ...  Extant literature on describing and modeling the coevolution is still in infancy, which makes it hard to capture the complexity and to offer reasonable decisions in the evolution of organizations.  ...  systematic exploration of the consequences of modeling assumptions and makes it possible to model much more complex phenomena than was possible earlier.  ... 
dblp:conf/amcis/ZhangCLL20 fatcat:776n6meahjhzpodo5qxlji2i5i

Model-Driven Analytics: Connecting Data, Domain Knowledge, and Learning [article]

Thomas Hartmann, Assaad Moawad, Francois Fouquet, Gregory Nain, Jacques Klein, Yves Le Traon, Jean-Marc Jezequel
2017 arXiv   pre-print
Model-driven analytics is a refinement process of raw data driven by a model reflecting deep domain understanding, connecting data, domain knowledge, and learning.  ...  This is often not alone due to the large volume of data but due to an incredibly high domain complexity, which makes it necessary to combine various extrapolation and prediction methods to understand the  ...  ACKNOWLEDGMENT The research leading to this publication is supported by the National Research Fund Luxembourg (grant 6816126) and Creos Luxembourg S.A. under the SnT-Creos partnership program.  ... 
arXiv:1704.01320v1 fatcat:ohkn6pvmhfdsng7q4d4pnwlu2y

Intelligent agent modelling for natural resource management

J. Anderson, M. Evans
1994 Mathematical and computer modelling  
perspective, it must be able to capture the changes and disturbances induced by humans as a part of the model itself.  ...  for decision making and alter the environment around them based on their actions.  ...  The detailed domains that will emerge from intelligent ecosystem modelling will be able to serve as such testbeds, providing a wide variety of complex and dynamic domains for intelligent agent research  ... 
doi:10.1016/0895-7177(94)90235-6 fatcat:6g45t45kgjbv3da4wllhdpfkz4
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