@article{Menendez:2013:JSSC,
title = {Extracting Behavioural Models from 2010 FIFA World Cup},
author = {Hector Menendez and Gema Bello-Orgaz and David Camacho},
editor = {Academy of Mathematics and Chinese Academy Sciences of Systems Science},
url = {http://link.springer.com/article/10.1007%2Fs11424-013-2289-9},
issn = {1009-6124},
year = {2013},
date = {2013-02-01},
journal = {Journal of Systems Science and Complexity},
volume = {26},
number = {1},
pages = {43-61},
abstract = {The FIFA World Cup™ is the most profitable worldwide event. The FIFA publishes global statistics of this competition which provide global data about the players and teams during the competition. This work is focused on the extraction of behavioural patterns for both, players and teams strategies, through the automated analysis of this dataset. The knowledge and models extracted in this work could be applied to soccer leagues or even it could be oriented to sport betting. However, the main contribution is related to the study on several automatic knowledge extraction techniques, such as clustering methods, and how these techniques can be used to obtain useful behavioural models from a global statistics dataset. The information provided by the clustering algorithms shows similar properties which have been combined to define the models, making the human interpretation of these statistics easier. Finally, the most successful teams strategies have been analysed and compared.},
keywords = {Clustering, Information Extraction, knowledge-based},
pubstate = {published},
tppubtype = {article}
}
The FIFA World Cup™ is the most profitable worldwide event. The FIFA publishes global statistics of this competition which provide global data about the players and teams during the competition. This work is focused on the extraction of behavioural patterns for both, players and teams strategies, through the automated analysis of this dataset. The knowledge and models extracted in this work could be applied to soccer leagues or even it could be oriented to sport betting. However, the main contribution is related to the study on several automatic knowledge extraction techniques, such as clustering methods, and how these techniques can be used to obtain useful behavioural models from a global statistics dataset. The information provided by the clustering algorithms shows similar properties which have been combined to define the models, making the human interpretation of these statistics easier. Finally, the most successful teams strategies have been analysed and compared.
@article{Barrero20123061,
title = {Adapting Searchy to extract data using evolved wrappers},
author = {María R-Moreno D David F. Barrero and David Camacho},
editor = {Elsevier},
url = {http://dx.doi.org/10.1016/j.eswa.2011.08.168},
issn = {0957-4174},
year = {2012},
date = {2012-02-15},
journal = {Expert Systems with Applications},
volume = {39},
number = {3},
pages = {3061 - 3070},
keywords = {Genetic Algorithms, Information Extraction, Wrappers},
pubstate = {published},
tppubtype = {article}
}
Trends in Practical Applications of Agents and Multiagent Systems, 71 , Advances in Soft Computing Universidad Autónoma de Madrid Departamento de Informática C/Francisco Tomás y Valiente, n 11 28049 Madrid Spain Springer Berlin / Heidelberg, 2010, ISSN: 978-3-642-12432-7.
@conference{10-GonzalezEtAl-PAAMS,
title = {A Case Study on Grammatical-Based Representation for Regular Expression Evolution},
author = {Antonio Gonzalez-Pardo and David F Barrero and David Camacho and Maria D R-Moreno},
editor = {Yves Demazeau and Frank Dignum and Juan Corchado and Javier Bajo and Rafael Corchuelo and Emilio Corchado and Florentino Fernández-Riverola and Vicente Julián and Pawel Pawlewski and Andrew Campbell},
url = {http://aida.ii.uam.es/wp-content/uploads/2011/09/PAAMS-GonzalezEtAl.pdf},
issn = {978-3-642-12432-7},
year = {2010},
date = {2010-04-27},
booktitle = {Trends in Practical Applications of Agents and Multiagent Systems},
volume = {71},
pages = {379-386},
publisher = {Springer Berlin / Heidelberg},
organization = {Universidad Autónoma de Madrid Departamento de Informática C/Francisco Tomás y Valiente, n 11 28049 Madrid Spain},
series = {Advances in Soft Computing},
keywords = {Genetic Algorithms, Information Extraction, Regular Expressions},
pubstate = {published},
tppubtype = {conference}
}
Trends in Practical Applications of Agents and Multiagent Systems, 71 , Advances in Soft Computing Springer Berlin / Heidelberg, 2010, ISSN: 978-3-642-12432-7.
@conference{10-BarreroEtAl-PAAMS,
title = {Variable Length-Based Genetic Representation to Automatically Evolve Wrappers},
author = {David F Barrero and Antonio Gonzalez and Maria D R-Moreno and David Camacho},
editor = {Yves Demazeau and Frank Dignum and Juan Corchado and Javier Bajo and Rafael Corchuelo and Emilio Corchado and Florentino Fernández-Riverola and Vicente Julián and Pawel Pawlewski and Andrew Campbell},
url = {http://aida.ii.uam.es/wp-content/uploads/2011/09/PAAMS-BarreroEtAl.pdf},
issn = {978-3-642-12432-7},
year = {2010},
date = {2010-04-26},
booktitle = {Trends in Practical Applications of Agents and Multiagent Systems},
volume = {71},
pages = {371-378},
publisher = {Springer Berlin / Heidelberg},
series = {Advances in Soft Computing},
keywords = {Genetic Algorithms, Information Extraction, Regular Expressions},
pubstate = {published},
tppubtype = {conference}
}
@inproceedings{camacho:webparser03,
title = {Desining Flexible Software Components for Automatic Information Extraction in Web Agents},
author = {David Camacho and Miguel A López and Ricardo Aler},
year = {2003},
date = {2003-12-14},
booktitle = {International Conference on Intelligent Agents, Web Technology and Internet Commerce},
address = {Vienna, Austria},
keywords = {Information Extraction, Multi-agents systems},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{camachoaler:04,
title = {Designing Flexible Software Components for Automatic Information Extraction in Web Agents},
author = {David Camacho and Miguel Angel López and Ricardo Aler},
year = {2003},
date = {2003-01-01},
booktitle = {International Conference on Intelligent Agents, Web Technology and Internet Commerce},
address = {Vienna, Austria},
keywords = {Information Extraction, Multi-agents systems, Semantic Web},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{camacho:ecp2001,
title = {Flexible Integration of Planning and Information Gathering},
author = {David Camacho and Daniel Borrajo and José Manuel Molina and Ricardo Aler},
year = {2001},
date = {2001-12-04},
booktitle = {Proceedings of the European Conference on Planning (ECP-01)},
publisher = {Springer-Verlag. Series LNAI},
address = {Toledo, Spain},
keywords = {Information Extraction, Planning},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{camacho:smc01b,
title = {Information Classification using Fuzzy Knowledge Based Agents},
author = {David Camacho and César Hernández and José M Molina},
year = {2001},
date = {2001-12-04},
booktitle = {Proceedings of the IEEE Systems, Man, and Cybernectics Conference (SMC-2001)},
address = {USA},
organization = {IEEE},
keywords = {Information Extraction, knowledge-based, Multi-agents systems, Web Services},
pubstate = {published},
tppubtype = {inproceedings}
}
