dc.creator | Álvarez García, Juan Antonio | es |
dc.creator | Ortega Ramírez, Juan Antonio | es |
dc.creator | González Abril, Luis | es |
dc.creator | Velasco Morente, Francisco | es |
dc.date.accessioned | 2017-04-03T10:41:43Z | |
dc.date.available | 2017-04-03T10:41:43Z | |
dc.date.issued | 2010 | |
dc.identifier.citation | Álvarez García, J.A., Ortega Ramírez, J.A., González Abril, L. y Velasco Morente, F. (2010). Trip destination prediction based on past GPS log using a Hidden Markov Model. Expert Systems with Applications, 37 (12), 8166-8171. | |
dc.identifier.issn | 0957-4174 | es |
dc.identifier.uri | http://hdl.handle.net/11441/56926 | |
dc.description.abstract | In this paper, a system based on the generation of a Hidden Markov Model from the past GPS log and cur-
rent location is presented to predict a user’s destination when beginning a new trip. This approach dras-
tically reduces the number of points supplied by the GPS device and it permits a ‘‘support-map” to be
generated in which the main characteristics of the trips for each user are taken into account. Hence, in
contrast with other similar approaches, total independence from a street-map database is achieved | es |
dc.description.sponsorship | Ministerio de Educación y Ciencia TSI2006–13390-C02–02 | es |
dc.description.sponsorship | Junta de Andalucia TIC2141 | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Elsevier | es |
dc.relation.ispartof | Expert Systems with Applications, 37 (12), 8166-8171. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Knowledge discovery | es |
dc.subject | Machine learning | es |
dc.subject | Predictive HMM | es |
dc.subject | Information retrieval | es |
dc.title | Trip destination prediction based on past GPS log using a Hidden Markov Model | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/acceptedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Economía Aplicada I | es |
dc.relation.projectID | TSI2006–13390-C02–02 | es |
dc.relation.projectID | TIC2141 | es |
dc.relation.publisherversion | http://dx.doi.org/10.1016/j.eswa.2010.05.070 | es |
dc.identifier.doi | 10.1016/j.eswa.2010.05.070 | es |
idus.format.extent | 6 | es |
dc.journaltitle | Expert Systems with Applications | es |
dc.publication.volumen | 37 | es |
dc.publication.issue | 12 | es |
dc.publication.initialPage | 8166 | es |
dc.publication.endPage | 8171 | es |
dc.contributor.funder | Ministerio de Educación y Ciencia (MEC). España | |
dc.contributor.funder | Junta de Andalucía | |