Computational modelling with uncertainty of frequent users of e-commerce in Spain using an age-group dynamic nonlinear model with varying size population
[EN] Electronic commerce (EC) has numerous advantages. It allows saving time when we purchase an item, offers the possibility of review without depending on the schedules of traditional stores, access to a wider variety and quantity of articles, in many cases, with lower prices, etc. Based upon math...
| Autores: | ; ; ; |
|---|---|
| Tipo de documento: | Artículo |
| Fecha de publicación: | 2019 |
| País: | España |
| Institución: | Universitat Politècnica de València (UPV) |
| Repositorio: | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
| Lenguaje: | Inglés |
| OAI Identifier: | oai:riunet.upv.es:10251/139655 |
| Acceso en línea: | https://riunet.upv.es/handle/10251/139655 |
| Nivel de acceso: | Acceso abierto |
| Palabra clave: | Electronic Commerce Real-world mathematical model Nonlinear system of difference equations Uncertainty quantification MATEMATICA APLICADA |
| _version_ | 1878740600918900736 |
|---|---|
| author | Burgos-Simon, Clara|||0000-0001-6385-4263 |
| author2 | Cortés, J.-C.|||0000-0002-6528-2155 Villanueva Micó, Rafael Jacinto|||0000-0002-0131-0532 Martínez-Rodríguez, David |
| author2_role | author author author |
| author_browse | Burgos-Simon, Clara|||0000-0001-6385-4263 Cortés, J.-C.|||0000-0002-6528-2155 Martínez-Rodríguez, David Villanueva Micó, Rafael Jacinto|||0000-0002-0131-0532 |
| author_facet | Burgos-Simon, Clara|||0000-0001-6385-4263 Cortés, J.-C.|||0000-0002-6528-2155 Villanueva Micó, Rafael Jacinto|||0000-0002-0131-0532 Martínez-Rodríguez, David |
| author_role | author |
| collection | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
| description | [EN] Electronic commerce (EC) has numerous advantages. It allows saving time when we purchase an item, offers the possibility of review without depending on the schedules of traditional stores, access to a wider variety and quantity of articles, in many cases, with lower prices, etc. Based upon mathematical epidemiology tenets strongly related to social behavior able to describe the influence of peers, in this paper we propose an age-group dynamic model with population varying size based on a system of difference equations to study the evolution of the frequent users of EC over time in Spain. Using data from surveys retrieved from the Spanish National Statistics Institute, we use and design computational algorithms to perform a probabilistic estimation of the model parameters that allow the model output to capture the data uncertainty. Then, we will be able to perform a precise prediction with uncertainty. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | ES_d5fae41a6cd15e9c1efffa648982eb80 |
| institution | Universitat Politècnica de València (UPV) |
| instname_str | Universitat Politècnica de València (UPV) |
| language | eng |
| network_acronym_str | ES |
| network_name_str | España |
| oai_identifier_str | oai:riunet.upv.es:10251/139655 |
| publishDate | 2019 |
| publishDateSort | 2019 |
| publisher | World Scientific |
| publisherStr | World Scientific |
| reponame_str | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
| spelling | Computational modelling with uncertainty of frequent users of e-commerce in Spain using an age-group dynamic nonlinear model with varying size population Burgos-Simon, Clara|||0000-0001-6385-4263 Cortés, J.-C.|||0000-0002-6528-2155 Villanueva Micó, Rafael Jacinto|||0000-0002-0131-0532 Martínez-Rodríguez, David Electronic Commerce Real-world mathematical model Nonlinear system of difference equations Uncertainty quantification MATEMATICA APLICADA [EN] Electronic commerce (EC) has numerous advantages. It allows saving time when we purchase an item, offers the possibility of review without depending on the schedules of traditional stores, access to a wider variety and quantity of articles, in many cases, with lower prices, etc. Based upon mathematical epidemiology tenets strongly related to social behavior able to describe the influence of peers, in this paper we propose an age-group dynamic model with population varying size based on a system of difference equations to study the evolution of the frequent users of EC over time in Spain. Using data from surveys retrieved from the Spanish National Statistics Institute, we use and design computational algorithms to perform a probabilistic estimation of the model parameters that allow the model output to capture the data uncertainty. Then, we will be able to perform a precise prediction with uncertainty. This work has been partially supported by the Ministerio de Economia y Competitividad grant MTM2017-89664-P and by the European Union through the Operational Program of the European Regional Development Fund (ERDF)/European Social Fund (ESF) of the Valencian Community 2014-2020, grants GJIDI/2018/A/009 and GJIDI/2018/A/010. World Scientific https://riunet.upv.es/handle/10251/139655 |
| spellingShingle | Computational modelling with uncertainty of frequent users of e-commerce in Spain using an age-group dynamic nonlinear model with varying size population Burgos-Simon, Clara|||0000-0001-6385-4263 Electronic Commerce Real-world mathematical model Nonlinear system of difference equations Uncertainty quantification MATEMATICA APLICADA |
| title | Computational modelling with uncertainty of frequent users of e-commerce in Spain using an age-group dynamic nonlinear model with varying size population |
| title_full | Computational modelling with uncertainty of frequent users of e-commerce in Spain using an age-group dynamic nonlinear model with varying size population |
| title_fullStr | Computational modelling with uncertainty of frequent users of e-commerce in Spain using an age-group dynamic nonlinear model with varying size population |
| title_full_unstemmed | Computational modelling with uncertainty of frequent users of e-commerce in Spain using an age-group dynamic nonlinear model with varying size population |
| title_short | Computational modelling with uncertainty of frequent users of e-commerce in Spain using an age-group dynamic nonlinear model with varying size population |
| title_sort | Computational modelling with uncertainty of frequent users of e-commerce in Spain using an age-group dynamic nonlinear model with varying size population |
| topic | Electronic Commerce Real-world mathematical model Nonlinear system of difference equations Uncertainty quantification MATEMATICA APLICADA |
| topic_facet | Electronic Commerce Real-world mathematical model Nonlinear system of difference equations Uncertainty quantification MATEMATICA APLICADA |
| url | https://riunet.upv.es/handle/10251/139655 |