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monde en réseau: Initiation par la pratique à la théorie des graphes

monde en réseau: Initiation par la pratique à la théorie des graphes

          
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About the Book

Notre société moderne est largement connectée grâce aux technologies de l'information et de la communication. On parle désormais d'une société en réseau. Ce réseau est composé par les milliards de membres qui interagissent entre eux et à chaque instant au travers d'internet, de ses services, de ses objets.Ce petit carnet d'apprentissage présente la base de l'analyse des réseaux sociaux. Une science permettant de tisser les interactions entre les membres d'une communauté et d'analyser ainsi ce système de nature complexe. Il aborde les origines de cette science, les célèbres travaux de Milgram sur notre petit monde, les théories du capital social et les observations à large échelle sur des graphes complexes. Ce livret présente également la visualisation et la cartographie des communautés.

Nouveau: Le livret est accompagné d'un podcast gratuit : "Un monde en réseau" disponible sur toutes les plateformes de diffusion.

1 INTRODUCTION
2 L'HISTOIRE DES 7 PONTS DE KÖNIGSBERG
3 LE GRAPHE
4 DÉCOUVRIR UN MONDE EN RÉSEAU
5 UN LIVRE EN RÉSEAU
6 GRAPHE SOCIAL ET HOMOPHILIE
6.1 Le cas des écoliers
6.2 Le cas des dauphins
7 CARTOGRAPHIEZ UNE COMMUNAUTÉ
8 LES DISTANCES
8.1 L'expérience de Milgram
8.2 Mesurer les distances
8.3 Vers l'équation du petit monde
9 L'IMPORTANCE DES ACTEURS
9.1 Le degré
9.2 La proximité
9.3 L'intermédiarité
10 DISTRIBUTION DES DEGRÉS
11 COEFFICIENT DE CLUSTERING LOCAL ET CAPITAL SOCIAL
11.1 Coefficient de clustering
11.2 Capital social
12 VISUALISATION DE GRAPHES
12.1 Installation
12.2 Visualisation
13 RECHERCHE DE LOIS UNIVERSELLES DANS LES RÉSEAUX
13.1 Analyse automatique d'un graphe de petite taille
13.2 Analyse automatique d'un graphe de grande taille
13.3 Réflexions sur l'assortativité des noeuds
14 LA DÉMARCHE D'ANALYSTE
14.1 Les étapes
14.2 Le club de bridge
15 PROJET D'APPLICATION DE L'ANALYSE DES RÉSEAUX
16. LA PERSPECTIVE QUANTIQUE
17. MOTS-CROISÉS ET QUIZ

Outils logiciels utilisés dans le livret: R et Gephi


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Product Details
  • ISBN-13: 9798651649600
  • Publisher: Independently Published
  • Binding: Paperback
  • Language: French
  • Returnable: N
  • Sub Title: Initiation par la pratique à la théorie des graphes
  • Width: 127 mm
  • ISBN-10: 8651649606
  • Publisher Date: 06 Jun 2020
  • Height: 203 mm
  • No of Pages: 130
  • Spine Width: 7 mm
  • Weight: 136 gr


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