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Erschienen in: Business & Information Systems Engineering 5/2018

20.07.2018 | Research Paper

Multi User Context-Aware Service Selection for Mobile Environments

A Heuristic Technique

verfasst von: Michael Bortlik, Prof. Dr. Bernd Heinrich, Michael Mayer

Erschienen in: Business & Information Systems Engineering | Ausgabe 5/2018

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Abstract

Modern service systems build on top of service dominant designs which encompass contextualization (value-in-context) and collaboration (value-in-use) between users and service providers. Processes in this domain often require the consideration of both context information (e.g., location or time of day) and multiple participating users where each user probably has its own preferences and constraints (e.g., restricted overall budget). However, selecting a suitable service provider for each action of a process, especially when some of these actions are conducted together by several users, can be a complex decision problem in multi user context-aware service systems. Consequently, exact approaches are not fit to solve such a service selection problem in appropriate time. Thus, the paper proposes a heuristic technique applying a decomposition of the users’ global constraints and a local service selection. In this way, the aim is to determine a feasible service composition for each participating user while taking the users’ individual preferences and constraints as well as context information into account. The evaluation of the heuristic technique shows, based on a real-world scenario in the tourism domain, that the proposed approach is able to achieve close-to-optimal solutions while efficiently scaling with problem size and therefore can support decision makers in multi user context-aware service systems.

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Fußnoten
2
Please note that the term benefit does not represent the same concept as the previously introduced term utility, which refers to an assessment of a single service object or an entire service composition.
 
3
Please note that in Fig. 2, WSCs which are infeasible due to business hours (e.g., the combination of ws30 and s31 referring to restaurant “Ni House” for User 1 at 10:45) have already been removed from the state space.
 
4
The first WSC in the parentheses is from User 1, the second WSC from User 2.
 
5
Please note that this refers only to attributes that have to be minimized (e.g., price), for attributes that have to be maximized the less-than-or-equal sign has to be replaced by the greater-than-or-equal sign.
 
6
http://​www.​gurobi.​com. Accessed 25 June 2018.
 
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Metadaten
Titel
Multi User Context-Aware Service Selection for Mobile Environments
A Heuristic Technique
verfasst von
Michael Bortlik
Prof. Dr. Bernd Heinrich
Michael Mayer
Publikationsdatum
20.07.2018
Verlag
Springer Fachmedien Wiesbaden
Erschienen in
Business & Information Systems Engineering / Ausgabe 5/2018
Print ISSN: 2363-7005
Elektronische ISSN: 1867-0202
DOI
https://doi.org/10.1007/s12599-018-0552-2

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