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Transdisciplinary Analysis of a Corpus of French Newsreels: The ANTRACT Project
In: ISSN: 1938-4122 ; Digital Humanities Quarterly ; https://hal.archives-ouvertes.fr/hal-03166755 ; Digital Humanities Quarterly, Alliance of Digital Humanities, 2021, Special Issue on AudioVisual Data in DH, 15 (1) ; http://digitalhumanities.org/dhq/ (2021)
Abstract: Editors: Taylor Arnold, Jasmijn van Gorp, Stefania Scagliola, and Lauren Tilton ; International audience ; The ANTRACT project is a cross-disciplinary apparatus dedicated to the analysis of the French newsreel company Les Actualités Françaises (1945-1969) and its film productions. Founded during the liberation of France, this state-owned company filmed more than 20,000 news reports shown in French cinemas and throughout the world over its 24 years of activity. The project brings together research organizations with a dual historical and technological perspective. ANTRACT’s goal is to study the production process, the film content, the way historical events are represented and the audience reception of Les Actualités Françaises newsreels using innovative AI-based data processing tools developed by partners specialized in image, audio, and text analysis.This article focuses on the data processing apparatus and tools of the project. Automatic content analysis is used to select data, to segment video units and typescript images, and to align them with their archival description. Automatic speech recognition provides a textual representation and natural language processing can extract named entities from the voice-over recording; automatic visual analysis is applied to detect and recognize faces of well-known characters in videos. These multifaceted data can then be queried and explored with the TXM text-mining platform.The results of these automatic analysis processes are feeding the Okapi platform, a client-server software that integrates documentation, information retrieval, and hypermedia capabilities within a single environment based on the Semantic Web standards. The complete corpus of Les Actualités Françaises, enriched with data and metadata, will be made available to the scientific community by the end of the project.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]; [INFO.INFO-DB]Computer Science [cs]/Databases [cs.DB]; [INFO.INFO-MM]Computer Science [cs]/Multimedia [cs.MM]; [INFO.INFO-SD]Computer Science [cs]/Sound [cs.SD]; [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]; [SHS.HIST]Humanities and Social Sciences/History; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SHS.STAT]Humanities and Social Sciences/Methods and statistics; Audiovisual archives; Automatic alignment of video with text; Automatic face recognition; Automatic speech recognition; Automatic video segmentation; Automatic visual analysis; Contemporary history; Cross-disciplinary approach; Digital Humanities; FaceRec software; Knowledge management; Les Actualités françaises; Media history; Multimedia content annotation; Newsreels; Okapi software; Open-source software; Qualitative text analysis; Quantitative text analysis; Semantic web; Text mining; Textometry; TXM software
URL: https://hal.archives-ouvertes.fr/hal-03166755/file/antract_carrive_al_dhq21_200712.pdf
https://hal.archives-ouvertes.fr/hal-03166755/document
https://hal.archives-ouvertes.fr/hal-03166755
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Risorse in rete sull'analisi dei testi e la ricerca qualitativa (Online resources on text analysis and qualitative research). ...
D'Andreta Mario. - : Zenodo, 2021
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Risorse in rete sull'analisi dei testi e la ricerca qualitativa (Online resources on text analysis and qualitative research). ...
D'Andreta Mario. - : Zenodo, 2021
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Bildungssprachliche Mittel. Eine Analyse von Schülertexten aus dem Sachunterricht der Primarstufe
Fornol, Sarah L.. - : pedocs-Dokumentenserver/DIPF, 2020
In: 2020, 339 S. - (Empirische Forschung im Elementar- und Primarbereich; 6) - (Koblenz-Landau, Universität, Dissertation, 2019) (2020)
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Bildungssprachliche Mittel. Eine Analyse von Schülertexten aus dem Sachunterricht der Primarstufe ...
Fornol, Sarah L.. - : :null, 2020
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THE PEOPLE WHO “BURN”: “COMMUNICATION,” UNITY, AND CHANGE IN BELARUSIAN DISCOURSE ON PUBLIC CREATIVITY
In: Doctoral Dissertations (2020)
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Qualitative Interview Analysis: The Use of Systemic Functional Linguistics to Reveal Functional Meanings
In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research ; 19 ; 2 ; 22 (2018)
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8
Text analysis and computers
In: 1 ; ZUMA-Nachrichten Spezial ; 131 ; Text Analysis and Computers Conference (2017)
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Cognition and Rhetoric in English Language Learners' Writing: A Developmental Study
Hadidi, Ali. - 2017
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Differences in written language between Japanese EFL learners with different proficiency: From Systemic Functional Linguistic perspectives ...
Hisaoka, Toshio. - : UNSW Sydney, 2015
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11
Opening up to big data: computer-assisted analysis of textual data in social sciences
In: Historical Social Research ; 38 ; 4 ; 332-358 (2015)
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Grasping cities through literary representations: a mix of qualitative and quantitative approaches to analyze crime novels
In: Historical Social Research ; 39 ; 2 ; 68-102 ; Spatial analysis (2015)
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Differences in written language between Japanese EFL learners with different proficiency: From Systemic Functional Linguistic perspectives
Hisaoka, Toshio, Education, Faculty of Arts & Social Sciences, UNSW. - : University of New South Wales. Education, 2015
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14
Die Sozioanalyse literarischer Texte als Methode der qualitativen Sozialforschung oder: Welche Wirklichkeit enthält Fiktion? (Review Essay)
In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research ; 15 ; 1 ; 26 ; Wolf, Norbert Christian ; 2011 ; Kakanien als Gesellschaftskonstruktion: Robert Musils Sozioanalyse des 20. Jahrhunderts ; Literaturgeschichte in Studien und Quellen, Bd. 20 ; Wien ; Böhlau ; 978-3-205-78740-2 (2014)
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Content analysis and computational linguistics: its quickness, reliability and perspectives ; Análisis de contenido y lingüística computacional: su rapidez, confiabilidad y perspectivas
In: Anales de Psicología / Annals of Psychology; Vol. 30 No. 3 (2014); 1146-1150 ; Anales de Psicología / Annals of Psychology; Vol. 30 Núm. 3 (2014); 1146-1150 ; 1695-2294 ; 0212-9728 (2014)
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16
Ma Ying-jeou's presidential discourse
In: Journal of Current Chinese Affairs ; 41 ; 3 ; 33-68 ; Taiwan under KMT rule: recent trends in domestic politics and cross-strait relations (2013)
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17
Opening up to big data: computer-assisted analysis of textual data in social sciences
In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research ; 14 ; 2 ; 24 (2013)
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18
Translating and doing Grounded Theory methodology: intercultural mediation as an analytic resource
In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research ; 14 ; 2 ; 18 (2013)
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19
Dummheit als Methode: eine dramatologische Textinterpretation
In: Qualitativ-empirische Sozialforschung : Konzepte, Methoden, Analysen ; 295-318 (2012)
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Das JAKOB-Archiv: Psychodynamische Psychotherapieforschung an der Universität Zürich
In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research ; 1 ; 3 (2012)
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