À la recherche des réseaux intertextuels : défis de la recherche littéraire à grande échelle
This article outlines some of the challenges that have arisen during the first phases of the ERC-funded Modern project, a five-year research programme that takes a new “data driven” approach to the literary history of the French Enlightenment. Drawing on a large curated corpus of French texts of the...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | fra |
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Humanistica
2024-06-01
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| Series: | Humanités Numériques |
| Subjects: | |
| Online Access: | https://journals.openedition.org/revuehn/3940 |
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| _version_ | 1841549885031055360 |
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| author | Valentina Fedchenko Dario Maria Nicolosi Glenn Roe |
| author_facet | Valentina Fedchenko Dario Maria Nicolosi Glenn Roe |
| author_sort | Valentina Fedchenko |
| collection | DOAJ |
| description | This article outlines some of the challenges that have arisen during the first phases of the ERC-funded Modern project, a five-year research programme that takes a new “data driven” approach to the literary history of the French Enlightenment. Drawing on a large curated corpus of French texts of the Early Modern period, the authors describe in detail the various steps for building intertextual networks using the output of text reuse algorithms. From corpus and metadata cleaning to training a neural network for filtering ‘noisy’ passages, this article provides a pragmatic technical pipeline for similar projects working with massive collections of digitised text, highlighting both the promise and perils of conducting literary research at scale. |
| format | Article |
| id | doaj-art-a760941cd51a46ff8b0d1fb6f420428d |
| institution | Kabale University |
| issn | 2736-2337 |
| language | fra |
| publishDate | 2024-06-01 |
| publisher | Humanistica |
| record_format | Article |
| series | Humanités Numériques |
| spelling | doaj-art-a760941cd51a46ff8b0d1fb6f420428d2025-01-10T12:52:20ZfraHumanisticaHumanités Numériques2736-23372024-06-01910.4000/11wmwÀ la recherche des réseaux intertextuels : défis de la recherche littéraire à grande échelleValentina FedchenkoDario Maria NicolosiGlenn RoeThis article outlines some of the challenges that have arisen during the first phases of the ERC-funded Modern project, a five-year research programme that takes a new “data driven” approach to the literary history of the French Enlightenment. Drawing on a large curated corpus of French texts of the Early Modern period, the authors describe in detail the various steps for building intertextual networks using the output of text reuse algorithms. From corpus and metadata cleaning to training a neural network for filtering ‘noisy’ passages, this article provides a pragmatic technical pipeline for similar projects working with massive collections of digitised text, highlighting both the promise and perils of conducting literary research at scale.https://journals.openedition.org/revuehn/3940literaturenetwork analysismachine learningintertextualitytext reuse |
| spellingShingle | Valentina Fedchenko Dario Maria Nicolosi Glenn Roe À la recherche des réseaux intertextuels : défis de la recherche littéraire à grande échelle Humanités Numériques literature network analysis machine learning intertextuality text reuse |
| title | À la recherche des réseaux intertextuels : défis de la recherche littéraire à grande échelle |
| title_full | À la recherche des réseaux intertextuels : défis de la recherche littéraire à grande échelle |
| title_fullStr | À la recherche des réseaux intertextuels : défis de la recherche littéraire à grande échelle |
| title_full_unstemmed | À la recherche des réseaux intertextuels : défis de la recherche littéraire à grande échelle |
| title_short | À la recherche des réseaux intertextuels : défis de la recherche littéraire à grande échelle |
| title_sort | a la recherche des reseaux intertextuels defis de la recherche litteraire a grande echelle |
| topic | literature network analysis machine learning intertextuality text reuse |
| url | https://journals.openedition.org/revuehn/3940 |
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