Using MCDA to enable individual preference-based matchmaking in the sustainable mobility domain
- 10.2991/.2013.18How to use a DOI?
- Multi-criteria decision analysis, PROMETHEE II, decision support, matchmaking, sus-tainable mobility, KPI for sustainability
This work provides a foundation to make heterogeneous alternatives for mobility (transportation modes) compara-ble in the context of sustainability and providing possi-bilities to also compare them in other contexts such as costs or flexibility. The key to a successful comparison of such transportation modes is stated as the selection of se-mantically suitable key performance indicators (KPI) and a reasonable decision analysis method, which will be cov-ered throughout this work. A set of KPIs is selected by considering various existing indicators, like indicators for measuring resource consumption or air pollution. This work provides a method for comparing the relative sus-tainability or any other desired dimension, given the re-quirement that a suitable set of KPIs is selected, of multi-ple modes of personal transportation by using key per-formance indicators and the multi-criteria decision analy-sis method PROMETHEE II. In addition to the introduced objective decision support, the authors also provide a way to enable subjective decision support by taking the prefer-ence-based model of an individual decision-maker into account. A method to enable individual preference based matchmaking is introduced to provide the mathematical foundation for mapping each individual to their subjec-tively optimal transportation mode. Some possible practi-cal use cases which are able to create real world added value by automated appliance of the introduced models are given by the authors as well.
- © 2013, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Sven Kölpin AU - Daniel Stamer AU - Benjamin Wagner vom Berg PY - 2013/10 DA - 2013/10 TI - Using MCDA to enable individual preference-based matchmaking in the sustainable mobility domain BT - Proceedings of the Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support PB - Atlantis Press SP - 148 EP - 155 SN - 1951-6851 UR - https://doi.org/10.2991/.2013.18 DO - 10.2991/.2013.18 ID - Kölpin2013/10 ER -