{"id":5057,"date":"2022-10-07T18:16:11","date_gmt":"2022-10-07T18:16:11","guid":{"rendered":"https:\/\/www.science-metrix.com\/?p=5057"},"modified":"2022-10-07T18:23:20","modified_gmt":"2022-10-07T18:23:20","slug":"beyond-bibliometrics-data-humanism","status":"publish","type":"post","link":"https:\/\/www.science-metrix.com\/fr\/beyond-bibliometrics-data-humanism\/","title":{"rendered":"Au-del\u00e0 de la bibliom\u00e9trie ? Les donn\u00e9es humanis\u00e9es (Data humanism) \u00e0 la conf\u00e9rence STI 2022"},"content":{"rendered":"
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Au-del\u00e0 de la bibliom\u00e9trie ? Les donn\u00e9es humanis\u00e9es (Data humanism) \u00e0 la conf\u00e9rence STI 2022<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Octobre 2022<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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L\u2019int\u00e9gration de l\u2019information provenant de diff\u00e9rentes sources et mettant en relation des dimensions multiples servant \u00e0 d\u00e9crire la complexit\u00e9 de notre soci\u00e9t\u00e9 et culture est un exercice difficile \u00e0 synth\u00e9tiser en une seule image. Les indicateurs composites traditionnels sont g\u00e9n\u00e9ralement visualis\u00e9s \u00e0 travers une succession de figures ou tableaux qui tendent \u00e0 simplifier les r\u00e9sultats et \u00e0 les d\u00e9connect\u00e9s les uns des autres. Ceci ne permet pas au lecteur d\u2019extraire, de fa\u00e7on intuitive et globale, l\u2019essentiel du contenu et, plus pr\u00e9cis\u00e9ment, ses dimensions interconnect\u00e9es. Comment peut-on mieux int\u00e9grer la nature multidimensionnelle des ph\u00e9nom\u00e8nes sociaux complexes et r\u00e9v\u00e9ler au lecteur les points importants d\u2019une \u00e9tude? Les approches de visualisation moderne pourraient rendre cette t\u00e2che plus intuitive.\u00a0\u00a0<\/span><\/p>

Cette probl\u00e9matique fut en partie soulev\u00e9e lors de la 26\u00e8me conf\u00e9rence STI\u00a0(International Conference on Science, Technology, and Innovation Indicators)<\/a>\u00a0ayant eu lieu \u00e0 Grenade (Espagne), du 7 au 9 septembre 2022.<\/p>

Pour la premi\u00e8re de fois depuis la pand\u00e9mie, cette conf\u00e9rence a regroup\u00e9 en un m\u00eame lieu plus de 250 scientifiques et bibliom\u00e9triciens. David Campbell and Alexandre B\u00e9dard-Vall\u00e9e de Science-Metrix \u00e9taient pr\u00e9sents et ont pr\u00e9sent\u00e9 une partie\u00a0de leur recherche portant sur le lien entre l\u2019interdisciplinarit\u00e9, l\u2019autocitation et le genre<\/a>.\u00a0<\/p>

Un moment fort de l\u2019\u00e9v\u00e8nement fut une pr\u00e9sentation par Lev Manovich, th\u00e9oricien de la culture digitale, qui s\u2019est exprim\u00e9 sur la possibilit\u00e9 d\u2019utiliser l\u2019analyse de donn\u00e9es pour visualiser des ensembles volumineux et variables de donn\u00e9es issues de la vie et de la culture contemporaine.\u00a0\u00a0<\/p>

En particulier, Lev Manovich a pr\u00e9sent\u00e9 son projet\u00a0\u00ab selfiecity \u00bb<\/a>\u00a0qui examine les diff\u00e9rents styles d\u2019autoportraits pris dans 5 villes \u00e0 travers le monde. Sur cette plateforme, un outil dynamique permet \u00e0 l\u2019usager de manipuler les images pour comparer le genre et l\u2019\u00e2ge des personnes sur les photos, en lien avec leurs postures et expressions faciales. L\u2019usager peut ainsi examiner s\u2019il existe des diff\u00e9rences notables d\u2019une ville \u00e0 l\u2019autre. Selon Mr. B\u00e9dard-Vall\u00e9e, \u00ab avec cet outil, l\u2019usager peut s\u00e9lectionner au choix les attributs des autoportraits qu\u2019il souhaite explorer en profondeur, permettant d\u2019extraire les caract\u00e9ristiques et statistiques moyennes ainsi que la distribution des donn\u00e9es sous-jacentes \u00bb. Et \u00e0 Mr. B\u00e9dard-Vall\u00e9e d'ajouter, \u00ab cette approche permet une compr\u00e9hension plus riche et dynamique des donn\u00e9es comparativement aux r\u00e9sultats traditionnellement pr\u00e9sent\u00e9s de mani\u00e8re statique, et positionne l\u2019usager au centre du processus d\u2019analyse, lui donnant le contr\u00f4le de l\u2019exploration des donn\u00e9es selon ses propres int\u00e9r\u00eats. \u00bb\u00a0<\/p>

Ce besoin d\u2019humaniser les donn\u00e9es fut un th\u00e8me r\u00e9current de la conf\u00e9rence. Le concept de data humanism va au-del\u00e0 des chiffres typiquement pr\u00e9sent\u00e9s dans des tableaux et procure une compr\u00e9hension des r\u00e9sultats plus efficace en int\u00e9grant diverses sources d\u2019information. Le data humanism offre \u00e0 l\u2019usager une conclusion moins fig\u00e9e et d\u00e9finitive qu\u2019un ensemble de chiffres dans un tableau, et procure une vision plus large et potentiellement plus utile.<\/p>

Par exemple, lors de la conf\u00e9rence, Stefanie Haustein proposa de\u00a0repenser compl\u00e8tement le processus de pr\u00e9sentation de donn\u00e9es pour la science ouverte (open science) et la science biom\u00e9dicale.<\/a>\u00ab Plut\u00f4t que de proc\u00e9der selon une approche traditionnelle en pr\u00e9sentant les donn\u00e9es sous forme de tableaux et de se dire \u2018voici mes r\u00e9sultats, et donc voici ce que je pr\u00e9sente\u2019 \u00bb, dit Mr. B\u00e9dard-Vall\u00e9e, \u00ab elle a d\u00e9cid\u00e9 de demander aux principaux acteurs dans le domaine de recherche en question ce qu\u2019ils souhaiteraient voir, laissant ce processus aboutir naturellement \u00e0 une conception d\u2019un produit plus utile et centr\u00e9 sur l\u2019usager\u00bb.<\/p>

Face \u00e0 l\u2019engouement pour le \u2018data humanism\u2019, Mr. B\u00e9dard-Vall\u00e9e a d\u00e9cid\u00e9 d\u2019exp\u00e9rimenter ce concept pour cr\u00e9er des visualisations de r\u00e9sultats provenant de plusieurs ensembles de donn\u00e9es complexes. Une premi\u00e8re \u00e9bauche de ce concept est pr\u00e9sent\u00e9e ici. Cette visualisation multidimensionnelle repr\u00e9sente plusieurs indicateurs bibliom\u00e9triques couvrant les th\u00e9matiques de recherche d\u2019un des objectifs de d\u00e9veloppement durable (ODD) des Nations Unies. Dans cette figure, on peut appr\u00e9cier plusieurs dimensions telles que la contribution scientifique de certains pays entre 1996 et 2021, repr\u00e9sent\u00e9es par les barres int\u00e9rieures (l<\/span>), le nombre d\u2019articles cit\u00e9s dans des documents de politique \u00e0 travers les ann\u00e9es, repr\u00e9sent\u00e9 par la portion externe de la spirale (l<\/span>), et l\u2019\u00e9volution dans le temps de la collaboration internationale, repr\u00e9sent\u00e9 par les arcs (<\/span>l<\/span>). Les relations entre les ODD (spirales) peuvent aussi \u00eatre repr\u00e9sent\u00e9es en les reliant (<\/span>l<\/span>) selon les productions scientifiques dont les th\u00e8mes abord\u00e9s chevauchent les th\u00e8mes des ODD.<\/span><\/p>

La conf\u00e9rence fut \u00e9galement une belle occasion de rencontrer des coll\u00e8gues en personne. Pour Mr. B\u00e9dard-Vall\u00e9e, \u00ab particuli\u00e8rement apr\u00e8s ces derni\u00e8res ann\u00e9es de pand\u00e9mie, avec tout ce que l\u2019on a travers\u00e9 et le manque d\u2019interactions sociales, les gens \u00e9taient tout simplement heureux et enthousiastes de se retrouver et d\u2019\u00e9changer face-\u00e0-face. \u00bb<\/p>

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Image : D'apr\u00e8s un dessin d'Alexandre\u00a0B\u00e9dard-Vall\u00e9e<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Can modern visualization approaches integrate the multidimensional nature of complex social phenomena by revealing essential key findings to the user? In other words, can advanced data visualization let the data speak for itself? <\/p>","protected":false},"author":11,"featured_media":5060,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[11],"tags":[14,72,71],"class_list":["post-5057","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-bibliometrics","tag-data-humanism","tag-data-visualization"],"yoast_head":"\nBeyond bibliometrics? 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