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Supply and demand matching model of P2P sharing accommodation platforms considering fairness
Due to the continuous expansion of sharing economy, the diversification of users and the heterogeneity of resources and needs on P2P platform are speeding up, which makes it difficult to match the supply and demand of P2P platform effectively. Therefore, how to achieve effective matching between ser...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582033/ http://dx.doi.org/10.1007/s10660-020-09437-w |
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author | Xiong, Li Wang, Chengwen Xu, Zhaoran |
author_facet | Xiong, Li Wang, Chengwen Xu, Zhaoran |
author_sort | Xiong, Li |
collection | PubMed |
description | Due to the continuous expansion of sharing economy, the diversification of users and the heterogeneity of resources and needs on P2P platform are speeding up, which makes it difficult to match the supply and demand of P2P platform effectively. Therefore, how to achieve effective matching between service providers and customers in an increasingly complex market is a question worthy of study. In order to achieve more effective matching of heterogeneous resources and requirements, this paper focuses on P2P sharing accommodation platform, advances a theoretical framework of fair matching and builds a matching model which considering fairness. First, we analyze the transaction mode of P2P sharing accommodation platform, proposed the framework of fair matching based on preferences consistency and fairness of matching. Second, we build a matching model based on fair matching, to maximize the consistency of preference and minimize the difference between supply and demand, the fair matching framework deals with heterogeneous resources and needs by matching diversified preferences. Finally, the effectiveness and feasibility of the strategy are verified by example and sensitivity analysis. This strategy provides optimization ideas for the matching issue of P2P sharing accommodation. |
format | Online Article Text |
id | pubmed-7582033 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-75820332020-10-23 Supply and demand matching model of P2P sharing accommodation platforms considering fairness Xiong, Li Wang, Chengwen Xu, Zhaoran Electron Commer Res Article Due to the continuous expansion of sharing economy, the diversification of users and the heterogeneity of resources and needs on P2P platform are speeding up, which makes it difficult to match the supply and demand of P2P platform effectively. Therefore, how to achieve effective matching between service providers and customers in an increasingly complex market is a question worthy of study. In order to achieve more effective matching of heterogeneous resources and requirements, this paper focuses on P2P sharing accommodation platform, advances a theoretical framework of fair matching and builds a matching model which considering fairness. First, we analyze the transaction mode of P2P sharing accommodation platform, proposed the framework of fair matching based on preferences consistency and fairness of matching. Second, we build a matching model based on fair matching, to maximize the consistency of preference and minimize the difference between supply and demand, the fair matching framework deals with heterogeneous resources and needs by matching diversified preferences. Finally, the effectiveness and feasibility of the strategy are verified by example and sensitivity analysis. This strategy provides optimization ideas for the matching issue of P2P sharing accommodation. Springer US 2020-10-23 2022 /pmc/articles/PMC7582033/ http://dx.doi.org/10.1007/s10660-020-09437-w Text en © Springer Science+Business Media, LLC, part of Springer Nature 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Xiong, Li Wang, Chengwen Xu, Zhaoran Supply and demand matching model of P2P sharing accommodation platforms considering fairness |
title | Supply and demand matching model of P2P sharing accommodation platforms considering fairness |
title_full | Supply and demand matching model of P2P sharing accommodation platforms considering fairness |
title_fullStr | Supply and demand matching model of P2P sharing accommodation platforms considering fairness |
title_full_unstemmed | Supply and demand matching model of P2P sharing accommodation platforms considering fairness |
title_short | Supply and demand matching model of P2P sharing accommodation platforms considering fairness |
title_sort | supply and demand matching model of p2p sharing accommodation platforms considering fairness |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582033/ http://dx.doi.org/10.1007/s10660-020-09437-w |
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