@inproceedings{76efd35acf32459887c8f50c1a5cdea6,
title = "Requests management for smartphone-based matching applications using a multi-agent approach",
abstract = "We present a new multi-agent approach to managing how requests are sent between users of smartphone-based applications for reaching bi-lateral agreements. Each agent is modelled as having a selfish behaviour based on his preferences and an altruist behaviour with respect to the links between the agent and his neighbours. The objective is to maximise the likelihood of an acceptable match while minimising the burden on the users due to unnecessary messaging. We provide a dynamic algorithm using this architecture and we present an empirical evaluation with various mathematical models of user behaviour and altruism. The evaluation shows that our approach can reduce the risks of rejections and the number of requests while increasing the likelihood of acceptable matches.",
author = "Gilles Simonin and Barry O{\textquoteright}Sullivan",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG 2016.; 10th International Conference on Learning and Intelligent Optimization, LION 10 ; Conference date: 29-05-2016 Through 01-06-2016",
year = "2016",
doi = "10.1007/978-3-319-50349-3\_12",
language = "English",
isbn = "9783319503486",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "173--186",
editor = "Paola Festa and Meinolf Sellmann and Joaquin Vanschoren",
booktitle = "Learning and Intelligent Optimization - 10th International Conference, LION 10, Revised Selected Papers",
address = "Germany",
}