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A proposal for a value sensitive design approach to modelling the refugee chain

2017· other· en· W7042525512 sur OpenAlex

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Notice bibliographique

RevueTU/e Research Portal · 2017
Typeother
Langueen
DomaineEngineering
ThématiqueVehicle Routing Optimization Methods
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésRefugeeFlexibility (engineering)Process (computing)Value (mathematics)Developing countryRobustness (evolution)
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

The world currently faces high levels of refugees. By the end of 2016 there were 22.5 million refugees (http://www.unhcr.org/5943e8a34.pdf) across the globe. Amongst the main countries of asylum for refugees were Germany, Italy, Turkey and Islamic Republic of Iran (http://www.unhcr.org/globaltrends2016/). Hosting countries experience several challenges in terms of logistics for refugees. The main reason is because the influx of refugees is not nicely distributed over time, capacity to host refugees at fixed places is limited, and procedures to either grant them a status or send them back have unknown length (Jensen & Hertz, 2016). Creating an efficient logistics procedure is very difficult since a high amount of flexibility (being able to cope with varying sizes of refugee streams, changing places, length of stay) is needed, as well as robustness (when refugee camps are closed or other means of support are suddenly unavailable). Note that there are different levels of efficiency. Daily processes have to be done efficiently (food, sleep, bathing, etc.), but also setting up language classes, sports activities and education facilities for children. Although many countries do their utmost to facilitate this process, there remains a risk of ‘protraction’, which means that a refugee is getting trapped for decades in the refugee migration and asylum process (Frydenlund & Padilla, 2017; Vernon-Bido, Frydenlund, Padilla, & Earnest, 2017) and another risk is that hosting countries lose societal support for supporting refugees (Oltermann, 2016).We approach the problem through an ethically oriented agent-based approach in which agents represent the different stakeholders and support organizations in the refugee process (Hiel, Aldewereld, & Dignum, 2011). This approach of modelling should give right to the different perspectives, rights, ethical concerns and values of each stakeholder. Simulations serve as a means of communication between the stakeholders showing them the concerns and potential clashes between values of other stakeholders and what are possible solutions involving the cooperation of several parties. An adapted version of the Value Sensitive Design method will be used to integrate issues of ethical importance in a systematic way into the logistical model. VSD is a tripartite design methodology, which implies conceptual, empirical and technical investigations, employed iteratively (Friedman, Kahn, & Borning, 2006). Many classifications of values have been proposed by several authors, see for example the Handbook of Ethics, Values, and Technological Design (van den Hoven, Vermaas, & van de Poel, 2015). Examples of values are privacy, responsibility, safety, freedom, sustainability, equality. We propose a different, more holistic approach to values, by using Dooyeweerd’s theory of modal aspects (Dooyeweerd, 1969) as a means to systematically map different values of the stakeholders. It distinguishes for example economic value, juridical value, social value, psychological value, religious value, moral value and aesthetic value. This project aims to contribute theoretically to Value Sensitive Design research in two ways: (i) by using Dooyeweerd’s theory of modal aspects to create a novel and systematic overview of different values and (ii) to apply Value Sensitive Design to the case of Agent Based Modelling and social simulations, which is novel. This project aims to contribute to society at large, by creating a tool for policy makers which should inform decision concerning humanitarian logistics in an ethically informed manner.ReferencesDooyeweerd, H. (1969). A New Critique of Theoretical Thought,The General Theory of the Modal Spheres (2nd ed., Vol. 2). The Presbyterian and Reformed Publishing Company.Friedman, B., Kahn, P., & Borning, A. (2006). Value sensitive design and information systems. In P. Zhang & D. Galletta (Eds.), Human-Computer Interaction in Management Information Systems: Foundations (pp. 348–372). Armonk, NY: M.E. Sharpe.Frydenlund, E., & Padilla, J. J. (2017). Modeling the Impact of Protraction on Refugee Identity. In D. Lee, Y.-R. Lin, N. Osgood, & R. Thomson (Eds.), Social, Cultural, and Behavioral Modeling: 10th International Conference, SBP-BRiMS 2017, Washington, DC, USA, July 5-8, 2017, Proceedings (pp. 214–222). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-60240-0_25Hiel, M., Aldewereld, H., & Dignum, F. (2011). Modeling Warehouse Logistics Using Agent Organizations. In C. Guttmann, F. Dignum, & M. Georgeff (Eds.), Collaborative Agents - Research and Development: International Workshops, CARE@AI09 2009 / CARE@IAT10 2010, Melbourne Australia, December 1, 2009 and Toronto Canada, August 31, 2010, Revised Selected Papers (pp. 14–30). Berlin, Heidelberg: Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-22427-0_2Jensen, L.-M., & Hertz, S. (2016). The coordination roles of relief organisations in humanitarian logistics. International Journal of Logistics Research and Applications, 19(5), 465–485. https://doi.org/10.1080/13675567.2015.1124845Oltermann, P. (2016, March 14). Merkel refuses to abandon refugee policy despite election setbacks. The Guardian. Retrieved from http://www.theguardian.com/world/2016/mar/14/angela-merkel-refuses-to-abandon-refugee-policy-despite-election-setbacksvan den Hoven, J., Vermaas, P. E., & van de Poel, I. (2015). Handbook of ethics, values, and technological design. Springer Netherlands: Imprint: Springer,.Vernon-Bido, D., Frydenlund, E., Padilla, J. J., & Earnest, D. C. (2017). Durable Solutions and Potential Protraction: The Syrian Refugee Case. In Proceedings of the 50th Annual Simulation Symposium (p. 19:1–19:9). San Diego, CA, USA: Society for Computer Simulation International. Retrieved from http://dl.acm.org/citation.cfm?id=3106388.3106407

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,006
score de la tête « metaresearch » (Gemma)0,001
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesMéta-épidémiologie (sens strict)
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Simulation ou modélisation · Signal consensuel: Simulation ou modélisation
GenreSignal candidat: Méthodes · Signal consensuel: Méthodes
Score de désaccord entre enseignants0,159
Score d'incertitude au seuil1,000

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0060,001
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,000
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0010,000
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0000,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,131
Tête enseignante GPT0,386
Écart entre enseignants0,255 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle