About: A Profit-Aware Negotiation Mechanism for On-Demand Transport Services

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	As new markets for transportion arise, on-demand transport services are set to grow as more passengers seek affordable personalized journeys. To reduce passenger prices and increase provider revenue, these journeys will often be shared with other passengers. As such, new negotiation mechanisms between passengers and the service provider are required to plan and price journeys. In this paper, we propose a novel profit-aware negotiation mechanism: a multiagent approach that accounts for both passenger and service provider preferences. Our negotiation mechanism prices each passenger's journey, in addition to providing vehicle routing and scheduling. We prove a stability property of our negotiation mechanism using a connection to hedonic games. This connection yields new insights into the link between vehicle routing and passenger pricing. We also show via simulations the dependence of the service provider profit and passenger prices on the number of passengers as well as passenger demographics. In particular, our key observation is that increasing the number of passengers has the effect of increasing passenger diversity, which in turn increases the service provider's profit. As new markets for transportion arise, on-demand transport services are set to grow as more passengers seek affordable personalized journeys. To reduce passenger prices and increase provider revenue, these journeys will often be shared with other passengers. As such, new negotiation mechanisms between passengers and the service provider are required to plan and price journeys. In this paper, we propose a novel profit-aware negotiation mechanism: a multiagent approach that accounts for both passenger and service provider preferences. Our negotiation mechanism prices each passenger's journey, in addition to providing vehicle routing and scheduling. We prove a stability property of our negotiation mechanism using a connection to hedonic games. This connection yields new insights into the link between vehicle routing and passenger pricing. We also show via simulations the dependence of the service provider profit and passenger prices on the number of passengers as well as passenger demographics. In particular, our key observation is that increasing the number of passengers has the effect of increasing passenger diversity, which in turn increases the service provider's profit. (en)
Title	A Profit-Aware Negotiation Mechanism for On-Demand Transport Services A Profit-Aware Negotiation Mechanism for On-Demand Transport Services (en)
skos:prefLabel	A Profit-Aware Negotiation Mechanism for On-Demand Transport Services A Profit-Aware Negotiation Mechanism for On-Demand Transport Services (en)
skos:notation	RIV/68407700:21230/14:00226490!RIV15-MSM-21230___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(LD12044)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Jakob, Michal Egan, Malcolm Alexander
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	1067
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/14:00226490
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Transport Services; Artificial Intelligence (en)
http://linked.open.../riv/klicoveSlovo	Artificial Intelligence Transport Services
http://linked.open...ontrolniKodProRIV	[2686E1959F02]
http://linked.open...v/mistoKonaniAkce	Praha
http://linked.open...i/riv/mistoVydani	Amsterdam
http://linked.open...i/riv/nazevZdroje	Frontiers in Artificial Intelligence and Applications
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Agent-based Computing for Autonomic Road Transport Support Systems
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Jakob, Michal Egan, Malcolm Alexander
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open...ain/vavai/riv/wos	000349444700047
http://linked.open.../riv/zahajeniAkce	2014-08-18 (xsd:date)
issn	0922-6389
number of pages	6 (xsd:int)
http://bibframe.org/vocab/doi	10.3233/978-1-61499-419-0-273
http://purl.org/ne...btex#hasPublisher	IOS Press
https://schema.org/isbn	978-1-61499-418-3
http://localhost/t...ganizacniJednotka	21230

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