Palero, Fernando; Palero, Antonio Gonzalez-Pardo Fernando; Camacho, David
Simple gamer interaction analysis through tower defense games Conference
6th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2014), Lecture Notes in Artificial Intelligence of Springer-Verlag, 2015.
@conference{2015-PaleroEtAl,
title = {Simple gamer interaction analysis through tower defense games},
author = {Fernando Palero and Antonio Gonzalez-Pardo Fernando Palero and David Camacho},
year = {2015},
date = {2015-01-01},
booktitle = {6th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2014)},
pages = {185-194},
publisher = {Lecture Notes in Artificial Intelligence of Springer-Verlag},
keywords = {Data Analysis, Data Mining, Videogames},
pubstate = {published},
tppubtype = {conference}
}
Computational Collective Intelligence - 7th International Conference, ICCCI 2015, Madrid, Spain, September 21-23, 2015. Proceedings, Part I, pp. 338–347, 2015.
@inproceedings{DBLP:conf/iccci/Rodriguez-Fernandez15,
title = {User Profile Analysis for UAV Operators in a Simulation Environment},
author = {Víctor Rodríguez-Fernández and Héctor D Menéndez and David Camacho},
url = {http://aida.ii.uam.es/wp-content/uploads/2015/09/iccci2015.pdfhttp://dx.doi.org/10.1007/978-3-319-24069-5_32},
year = {2015},
date = {2015-01-01},
booktitle = {Computational Collective Intelligence - 7th International Conference, ICCCI 2015, Madrid, Spain, September 21-23, 2015. Proceedings, Part I},
pages = {338--347},
crossref = {DBLP:conf/iccci/2015-1},
abstract = {Unmanned Aerial Vehicles have been a growing field of study over the last few years. The use of unmanned systems require a strong human supervision of one or many human operators, responsible for monitoring the mission status and avoiding possible incidents that might alter the execution and success of the operation. The accelerated evolution of these systems is generating a high demand of qualified operators, which requires to redesign the training process to deal with it. This work aims to present an evaluation methodology for inexperienced users. A multi-UAV simulation environment is used to carry out an experiment focused on the extraction of performance profiles, which can be used to evaluate the behavior and learning process of the users. A set of performance metrics is designed to define the profile of a user, and those profiles are discriminated using clustering algorithms. The results are analyzed to extract behavioral patterns that distinguish the users in the experiment, allowing the identification and selection of potential expert operators.},
keywords = {behavioral patterns, Clustering, Computer-based Simulation, Human-Machine Interaction, Performance Metrics, UAV, Videogames},
pubstate = {published},
tppubtype = {inproceedings}
}
Unmanned Aerial Vehicles have been a growing field of study over the last few years. The use of unmanned systems require a strong human supervision of one or many human operators, responsible for monitoring the mission status and avoiding possible incidents that might alter the execution and success of the operation. The accelerated evolution of these systems is generating a high demand of qualified operators, which requires to redesign the training process to deal with it. This work aims to present an evaluation methodology for inexperienced users. A multi-UAV simulation environment is used to carry out an experiment focused on the extraction of performance profiles, which can be used to evaluate the behavior and learning process of the users. A set of performance metrics is designed to define the profile of a user, and those profiles are discriminated using clustering algorithms. The results are analyzed to extract behavioral patterns that distinguish the users in the experiment, allowing the identification and selection of potential expert operators.
@conference{14-GonzalezEtAl-EvoApp,
title = {Micro and Macro Lemmings simulations based on ants colonies},
author = {Antonio Gonzalez-Pardo and Fernando Palero and David Camacho},
year = {2014},
date = {2014-04-23},
booktitle = {EvoApp 2014},
volume = {In press},
keywords = {Ant Colony Optimization, Constraint Satisfaction Problems, CSP-graph based representation, Videogames},
pubstate = {published},
tppubtype = {conference}
}
@article{14-GonzalezEtAl-CAI,
title = {An empirical study on collective intelligence algorithms for video games problem-solving},
author = {Antonio Gonzalez-Pardo and Fernando Palero and David Camacho},
issn = {1335-9150},
year = {2014},
date = {2014-01-21},
journal = {Computing and Informatics},
volume = {In press},
keywords = {Ant Colony Optimization, Constraint Satisfaction Problems, CSP-graph based representation, Videogames},
pubstate = {published},
tppubtype = {article}
}
Environmental influence in bio-inspired game level solver algorithms Conference
Proceedings of the 7th International Symposium on Intelligent Distributed Computing - IDC 2013, Studies in Computational Intelligence Springer Berlin Heidelberg, 2013.
