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Extraction and spatial contextualisation of transport proposals in the Great National Debate

Authors: Fize, Jacques; Sautot, Lucile; Lentschat, Martin; Dujourdy, Laurence; Journaux, Ludovic; Hilal, Mohamed;

Extraction and spatial contextualisation of transport proposals in the Great National Debate

Abstract

Le Grand Débat National, lancé début 2019 par Emmanuel Macron, président de la République, pour répondre au mouvement social des « Gilets jaunes », a permis de collecter les contributions de citoyens sur la transition écologique via une plateforme en ligne. Dans cet article, nous exploitons le corpus constitué par ces contributions pour identifier des zones où les participants demandent le développement de pistes cyclables et d’équipements ferroviaires. Pour cela, nous avons créé un modèle de classification permettant d’identifier les contributions traitant de la thématique du transport et proposé une méthode d’extraction de contributions traduisant les propositions des contributeurs. A l’aide des codes postaux donnés par les contributeurs, nous avons cherché à expliquer la fréquence spatiale des demandes, en lien avec leur contexte résidentiel (urbain, périurbain ou rural) et l’accessibilité des commerces et services.

The Great National Debate, launched by Emmanuel Macron in early 2019 to respond to the “Gilets jaunes” social movement, allowed the collection of citizens’ contributions on the ecological transition via an online platform. In this article, we use the corpus constituted by these contributions to identify locations where participants are asking for the development of bicycle paths and railway facilities. For this purpose, we have created a classification model to identify answers related to the theme of transportation and proposed a method for extracting contributions that reflect the contributors’ proposals. We then sought to explain the observed spatial frequency of requests in relation to information describing the area of residence (urban, peri-urban, rural) and accessibility to shops and services.

Country
France
Keywords

[STAT.ME] Statistics [stat]/Methodology [stat.ME], Analyse d'opinion, opinion-mining, transport, Grand débat national, Transport, [SPI.GCIV.IT] Engineering Sciences [physics]/Civil Engineering/Infrastructures de transport, Great National Debate, [SHS] Humanities and Social Sciences

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green