[32M7129] Distant reading: Visualisation

Programme

Les cours ont lieu

En présentiel salle Mirabeau de 14h15 à 15h45, heure de Genève
Sur zoom (ID de réunion : 618 7718 4311)

Cours

BLOC 1: Introduction

Cours_01: Introduction
Cours_02: R: niveau I
Cours_03: R: niveau II

BLOC 2: Stylométrie

Cours_04: Introduction
Cours_05: Stylométrie: niveau I
Cours_06: Stylométrie: niveau II

BLOC 3: Analyse de Réseau

Cours_07: Introduction
Cours_08: Analyse de Réseau: niveau I
Cours_09: Analyse de Réseau: niveau II

BLOC 4: Cartographie

Cours_10: Introduction
Cours_11: Cartographie: niveau I
Cours_12: Cartographie: niveau II

Installation

R

Vous avez besoin du langage R

Pour Windows (😡): https://cran.r-project.org/bin/windows/base
Pour Mac: https://cran.r-project.org/bin/macosx. Pensez à installer XQuartz pour pouvoir faire fonctionner le package stylo.
Pour linux: $ sudo apt install r-base-core

Il faut ensuite télécharger RStudio: https://rstudio.com/products/rstudio/download/#download

Gephi

Pour installer Gephi: https://gephi.org/users/download/

Si vous êtes sous Windows, il n'est pas inutile d'allumer un cierge (ou équivalent selon votre croyance).

Repères bibliographiques

Les références sont données au format bibTex pour les mettre dans Zotero (téléchargeable ici, si vous ne l'avez pas encore).

Généralités

@book{schreibman_companion_2004,
  author = {Schreibman, Susan and Siemens, Ray and Unsworth, John},
  title = {Companion to {Digital} {Humanities} ({Blackwell} {Companions} to {Literature} and {Culture})},
  address = {Oxford},
  publisher = {Blackwell Publishing Professional},
  month = dec,
  year = {2004},
  series = {Blackwell {Companions} to {Literature} and {Culture}},
  isbn = {978-1-4051-0321-3},
  url = {http://www.digitalhumanities.org/companion/},
}
@book{tufte_visual_1983,
  author = {Tufte, Edward R.},
  title = {The Visual Display of Quantitative Information},
  address = {Cheshire, CT},
  publisher = {Graphics Press},
  year = {1983},
  isbn = {978-0-9613921-0-9},
}
@book{drucker_visualisation_2020,
  author = {Drucker, Johanna},
  title = {Visualisation. {L}’interprétation modélisante},
  publisher = {B42 Eds},
  year = {2020},
  series = {Esthetique {Des} {Donnees}},
  number = {3},
}

Quelques manuels pour utiliser `R` quand on est spécialiste de sciences humaines:

@book{silge_text_2017,
  author = {Silge, Julia and Robinson, David},
  title = {Text mining with {R} : a tidy approach},
  isbn = {978-1-4919-8165-8},
  address = {Beijing, Boston},
  publisher = {O'Reilly},
  year = {2017},
}

@book{jockers_text_2014,
  author = {Jockers, Matthew Lee},
  title = {Text analysis with {R} for students of literature},
  series = {Quantitative {Methods} in the {Humanities} and {Social} {Sciences}},
  address = {Cham},
  publisher = {Springer},
  year = {2014},
  isbn = {978-3-319-03163-7},
}

@book{arnold_humanities_2015,
  author = {Arnold, Taylor and Tilton, Lauren},
  title = {Humanities data in {R} : exploring networks, geospatial data, images, and text},
  address = {Cham},
  publisher = {Springer International Publishing},
  year = {2015},
  edition = {1st ed. 2015},
  series = {Quantitative {Methods} in the {Humanities} and {Social} {Sciences}},
  isbn = {978-3-319-20702-5},
}

Quelques articles relatifs aux sujets abordés en cours:

Topic modeling

@article{schoch_dhq:_2017,
  author = {Schöch, Christof},
  title = {{DHQ}: {Digital} {Humanities} {Quarterly}: {Topic} {Modeling} {Genre}: {An} {Exploration} of {French} {Classical} and {Enlightenment} {Drama}},
  journal = {Digital Humanities Quarterly},
  volume = {11},
  number = {2},
  year = {2017},
  url = {http://www.digitalhumanities.org/dhq/vol/11/2/000291/000291.html},
}

Stylométrie

@article{evert_understanding_2017,
  author = {Evert, Stefan and Proisl, Thomas and Jannidis, Fotis and Reger, Isabella and Pielström, Steffen and Schöch, Christof and Vitt, Thorsten},
  title = {Understanding and explaining {Delta} measures for authorship attribution},
  journal = {Digital Scholarship in the Humanities},
  volume = {32},
  number = {suppl\_2},
  month = dec,
  year = {2017},
  pages = {ii4--ii16},
  url = {https://academic.oup.com/dsh/article/32/suppl_2/ii4/3865676},
  doi = {10.1093/llc/fqx023},
}
@article{eder_visualization_2017,
  author = {Eder, Maciej},
  title = {Visualization in stylometry: {Cluster} analysis using networks},
  journal = {Digital Scholarship in the Humanities},
  volume = {32},
  number = {1},
  month = apr,
  year = {2017},
  pages = {50--64},
  url = {https://academic.oup.com/dsh/article/32/1/50/2957386},
  doi = {10.1093/llc/fqv061},
}

Réseau

@article{grandjean_introduction_2015,
  author = {Grandjean, Martin},
  title = {Introduction à la visualisation de données : l'analyse de réseau en histoire},
  journal = {Geschichte und Informatik},
  number = {18/19},
  year = {2015},
  pages = {109--128},
  url = {https://halshs.archives-ouvertes.fr/halshs-01525543},
}
@incollection{venturini_how_2017,
  author = {Venturini, Tommaso and Bounegru, Liliana and Jacomy, Mathieu and Gray, Jonathan},
  title = {How to {Tell} {Stories} with {Networks}: {Exploring} the {Narrative} {Affordances} of {Graphs} with the {Iliad}},
  editor = {Schäfer, Mirko Tobias and van Es, Karin},
  booktitle = {Datafied {Society}},
  publisher = {Amsterdam University Press},
  year = {2017},
  url = {https://hal.archives-ouvertes.fr/hal-01672295},
}

Cartographie

@inproceedings{boeglin_pour_2016,
  author = {Boeglin, Noémie and Depeyre, Michel and Joliveau, Thierry and Le Lay, Yves-François},
  booktitle = {Conférence {Spatial} {Analysis} and {GEOmatics}},
  title = {Pour une cartographie romanesque de {Paris} au {XIXe} siècle. {Proposition} méthodologique},
  address = {Nice, France},
  month = dec,
  year = {2016},
  series = {Actes de la conférence {SAGEO}'2016 - {Spatial} {Analysis} and {GEOmatics}},
  url = {https://hal.archives-ouvertes.fr/hal-01619600},
}
@article{murrieta-flores_gis_2017,
  author = {Murrieta-Flores, Patricia and Donaldson, Christopher and Gregory, Ian},
  title = {{GIS} and {Literary} {History}: {Advancing} {Digital} {Humanities} research through the {Spatial} {Analysis} of historical travel writing and topographical literature},
  journal = {DHQ: Digital Humanities Quarterly},
  volume = {11},
  number = {1},
  year = {2017},
  url = {http://www.digitalhumanities.org/dhq/vol/11/1/000283/000283.html},
}
@misc{noauthor_literary_nodate,
  type = {Text},
  title = {Literary {Mapping} in the {Digital} {Age}: 1st {Edition} ({Hardback}) - {Routledge}},
  shorttitle = {Literary {Mapping} in the {Digital} {Age}},
  url = {https://www.routledge.com/Literary-Mapping-in-the-Digital-Age-1st-Edition/Cooper-Donaldson-Murrieta-Flores/p/book/9781472441300},
  language = {en},
  urldate = {2019-10-23},
  journal = {Routledge.com},
}

Droits

CC-BY, sauf les données prises chez les collègues (indiquées dans les .Rmd).

This work is licensed under a Creative Commons Attribution 4.0 International Licence.

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