Cortext platform
We promote advanced qualitative-quantitative mixed methods, empowering researchers in the social sciences and humanities. Our primary focus is on studies about the dynamics of science, technology and innovation, and about the roles of knowledge and expertise in societies. Cortext is hosted by the LISIS research unit at Gustave Eiffel University, and was launched by French institutes IFRIS and INRAE, receiving their continued support.
At Cortext, we understand that the move towards digital humanities and computational methods doesn’t only address a technological gap for the social sciences, but entails entirely new assemblages between its disciplines and those of modern statistics and computer sciences. We work to tackle ever more complex research problems, and deal with the profusion of new and diverse sources of information, without losing sight of the situatedness and reflexivity required of studies of human societies.
Latest journal articles employing our instruments

Books
2021
Rikap, Cecilia
Capitalism, Power and Innovation: Intellectual Monopoly Capitalism Uncovered (1st ed.) Book
London, 2021, ISBN: 9780429341489.
@book{Rikap2021,
title = {Capitalism, Power and Innovation: Intellectual Monopoly Capitalism Uncovered (1st ed.)},
author = {Cecilia Rikap},
url = {https://www.taylorfrancis.com/books/mono/10.4324/9780429341489/capitalism-power-innovation-cecilia-rikap},
doi = {https://doi.org/10.4324/9780429341489},
isbn = {9780429341489},
year = {2021},
date = {2021-03-29},
urldate = {2021-03-29},
address = {London},
abstract = {In contemporary global capitalism, the most powerful corporations are innovation or intellectual monopolies. The book’s unique perspective focuses on how private ownership and control of knowledge and data have become a major source of rent and power. The author explains how at the one pole, these corporations concentrate income, property and power in the United States, China, and in a handful of intellectual monopolies, particularly from digital and pharmaceutical industries, while at the other pole developing countries are left further behind.
The book includes detailed empirical mappings of how intellectual monopolies develop and transform knowledge from universities and open-source collaborations into intangible assets. The result is a strategy that combines undermining the commons through privatization with harvesting from the same commons. The book ends with provoking reflections to tilt the scale against intellectual monopoly capitalism and arguing that desired changes require democratic mobilization of workers and citizens at large.
This book represents one of the first attempts to capture the contours of an emerging new era where old perspectives lead us astray, and the old policy toolbox is hopelessly inadequate. This is true for the idea that the best, or only, way to promote innovation is to transform knowledge into private property. It is also true for anti-trust policies focusing exclusively on consumer prices. The formation of global infrastructures that lead to natural monopolies calls for public rather than private ownership.
Scholars and professionals from the social sciences and humanities (in particular economics, sociology, political science, geography, educational science and science and technology studies) will enjoy a clear and all-embracing depiction of innovation dynamics in contemporary capitalism, with a particular focus on asymmetries between actors, regions and topics. In fact, its topical issue broadens the book’s scope to those curious about how innovation networks shape our world.},
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pubstate = {published},
tppubtype = {book}
}
The book includes detailed empirical mappings of how intellectual monopolies develop and transform knowledge from universities and open-source collaborations into intangible assets. The result is a strategy that combines undermining the commons through privatization with harvesting from the same commons. The book ends with provoking reflections to tilt the scale against intellectual monopoly capitalism and arguing that desired changes require democratic mobilization of workers and citizens at large.
This book represents one of the first attempts to capture the contours of an emerging new era where old perspectives lead us astray, and the old policy toolbox is hopelessly inadequate. This is true for the idea that the best, or only, way to promote innovation is to transform knowledge into private property. It is also true for anti-trust policies focusing exclusively on consumer prices. The formation of global infrastructures that lead to natural monopolies calls for public rather than private ownership.
Scholars and professionals from the social sciences and humanities (in particular economics, sociology, political science, geography, educational science and science and technology studies) will enjoy a clear and all-embracing depiction of innovation dynamics in contemporary capitalism, with a particular focus on asymmetries between actors, regions and topics. In fact, its topical issue broadens the book’s scope to those curious about how innovation networks shape our world.
Conferences
2021
Malanski, Priscila Duarte; de Alencar Schiavi, Sandra Mara; Dedieu, Benoît
15 èmes Journées de Recherche en Sciences Sociales (JRSS) Toulouse, 2021.
@conference{Malanskia2021,
title = {Panorama des thématiques de recherche sur le travail en agriculture dans la littérature internationale},
author = {Priscila Duarte Malanski and Sandra Mara de Alencar Schiavi and Benoît Dedieu},
url = {https://www.sfer.asso.fr/source/jrss2021/articles/C22_Malanski.pdf},
year = {2021},
date = {2021-12-10},
urldate = {2021-12-10},
address = {Toulouse},
organization = {15 èmes Journées de Recherche en Sciences Sociales (JRSS)},
abstract = {A niveau mondial, presque la moitié de la population vie en milieu rural et l’agriculture est le deuxième secteur qui emploi le plus. Néanmoins, les problématiques de terrain liées au travail en agriculture sont diverses. Études montrent que les approches disciplinaires sont les plus employés pour analyser les différentes problématiques, alors que nous considérons que, afin de
mieux les analyser, il est pertinent de prendre en compte les différentes thématiques et ses liens.
Notre objectif est de caractériser le panorama international de thématiques de recherche sur le travail en agriculture. Nous avons réalisé des analyses diachroniques et synchroniques des mots-clés des articles identifiés sur Web of Science et Scopus. Les résultats montrent que les sept objets de recherche identifiés ont suivi différentes évolutions pendant les 10 dernières
années (consolidation, émergence) et que ces objets ont été développées par six principales thématiques de recherche : allocation de la main-d’œuvre, dynamiques du marché du travail, genre et vulnérabilités, santé au travail, organisation du travail dans les exploitations, gouvernance du travail en chaînes agro-alimentaires. Ce panorama caractérise les thématiques
consolidées de la recherche sur le travail en agriculture au cours du dernier décennie et indique celles qui sont émergentes dans la littérature actuelle.},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
mieux les analyser, il est pertinent de prendre en compte les différentes thématiques et ses liens.
Notre objectif est de caractériser le panorama international de thématiques de recherche sur le travail en agriculture. Nous avons réalisé des analyses diachroniques et synchroniques des mots-clés des articles identifiés sur Web of Science et Scopus. Les résultats montrent que les sept objets de recherche identifiés ont suivi différentes évolutions pendant les 10 dernières
années (consolidation, émergence) et que ces objets ont été développées par six principales thématiques de recherche : allocation de la main-d’œuvre, dynamiques du marché du travail, genre et vulnérabilités, santé au travail, organisation du travail dans les exploitations, gouvernance du travail en chaînes agro-alimentaires. Ce panorama caractérise les thématiques
consolidées de la recherche sur le travail en agriculture au cours du dernier décennie et indique celles qui sont émergentes dans la littérature actuelle.
Rizzo, Davide; Marraccini, Elisa
Landscape 2021 - Diversity for Sustainable and Resilient Agriculture, Berlin, Germany, 2021.
@conference{Rizzo2021,
title = {Research topics in crop diversification research at the landscape level: early evidence from a text mining approach},
author = {Davide Rizzo and Elisa Marraccini},
url = {https://hal.archives-ouvertes.fr/hal-03255023},
year = {2021},
date = {2021-09-20},
urldate = {2021-09-20},
booktitle = {Landscape 2021 - Diversity for Sustainable and Resilient Agriculture},
address = {Berlin, Germany},
abstract = {Crop diversification has many benefits both at the cropping system and the food system levels and has been addressed in agricultural research (Hufnagel et al., 2020). Landscape design and management in agricultural regions can support crop diversification by building bridges with scientific domains like ecology and geography (Benoit et al., 2012). Though, little is known on how the research community has addressed the crop diversification within a landscape perspective. In this paper we investigated a bibliographic corpus retrieved from the Scopus database papers coupling crop diversification and landscape (in title, abstract and keywords), retrieving 461 papers for the period 1990 to 2020. The corpus was analysed using the CorText platform (e.g., Ruiz-Martinez et al., 2015). First, natural language processing was used to extract multi-terms from title, abstract and keywords. Then, we mined the temporal dynamics and co-occurrence of the 100 most frequent terms. Our findings showed that species richness emerges as the main topic in this corpus, and that natural enemies, crop types and natural control increased in importance. In the last years, genetic diversity, climate change and agricultural production also gained attention. On the contrary, land use and some of the terms related to diversity (landscape, plant and farmland) were marginal or decreasing. By analysing the terms co-occurrence on the three decades, we observed that the papers addressing crop varieties and agroforestry system split into two streams: one about agricultural production in relation to climate change and the other about farm size and land use. Instead, the functional diversity and field margin disappeared from the recent literature. Land use patterns and landscape diversity converged mainly on studies about biological pest control. Altogether, the corpus highlighted that the spatial configuration lost in importance when addressing crop diversification. In addition, the species diversity gained in attention finally catching a large part of the literature in the corpus. From a landscape approach perspective, we might point out the apparent lack of a major topic: the involvement of local community and stakeholders. Our simple and rapid text mining approach yielded early evidence of knowledge gaps about the landscape level in crop diversification literature. The expected contribution of approaching the crop diversification at the landscape level would be to provide a relevant framework for the characterisation of the baseline system to be diversified. In particular, the landscape agronomy perspective stressed the need to define the scale and target area for crop diversification consistently with (natural and cultivated) species diversity embedded in a local socio-technical system. References Hufnagel, J., Reckling, M., & Ewert, F. (2020). Diverse approaches to crop diversification in agricultural research. A review. Agronomy for Sustainable Development, 40(2), 1-17. Ruiz-Martinez, I., Marraccini, E., Debolini, M., & Bonari, E. (2015). Indicators of agricultural intensity and intensification: a review of the literature. Italian Journal of Agronomy, 10(2), 74-84. Benoît, M., Rizzo, D., Marraccini, E., Moonen, A. C., Galli, M., Lardon, S., ... & Bonari, E. (2012). Landscape agronomy: a new field for addressing agricultural landscape dynamics. Landscape ecology, 27(10), 1385-1394. },
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Barbier, Marc
Delineating scientific domains in the literature using the CorTexT platform Conference
50° Convegno Nazionale Società Italiana di Agronomia, Udine, Italy, 2021.
@conference{Barbier2021,
title = {Delineating scientific domains in the literature using the CorTexT platform},
author = {Marc Barbier},
url = {https://hal.archives-ouvertes.fr/hal-03367721},
year = {2021},
date = {2021-09-15},
urldate = {2021-09-15},
booktitle = {50° Convegno Nazionale Società Italiana di Agronomia},
address = {Udine, Italy},
abstract = {Delineating scientific domains in the literature using the CorTexT platform},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
NotesVIEW ALL
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Long trends on twitter: intertemporal clusters combining hashtags and terms on Scientometrics, Altmetrics, Bibliometrics and Science Of Science
Long trends on twitter: inter-temporal clusters combining hashtags and terms, for all tweets on Scientometrics, Altmetrics, Bibliometrics and Science Of Science from Jan. 2017 to dec. 2021, on a semester base. Query used to extract tweets: lang:en (Scientometrics OR “ScienceOfScience” OR “Science Of Science” OR “Altmetrics” OR “altmetric” OR “bibliometrics” OR “bibliometric” OR “citation metrics” […]
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Présenter CorTexT Manager en 2 minutes
Cortext Manager est une application web construite par des chercheurs et par des ingénieurs à destination de chercheurs en sciences humaines et sociales, au plus près des questions portées par les chercheurs qui nous entourent et par notre communauté d’utilisateurs. Cette application web peut produire un grand nombre d’analyses différentes qui ont trait aux champs […]
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Analysis of the scientific production that mentioned the use of CorText Manager
There are two ways to understand what CorTexT Manager is. The first one is to look at what has been achieved in terms of methods, tools and therefore lines of code. The second one is studied below, by analyzing (here with CorTexT Manager) what academic users have published using… CorTexT Manager. Our study of the […]
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10 years of CorText Manager v2
It took us more than 10 years to come with CorText Manager version 2 as it is now! Behind the scenes CorText Manager begun with a first version in 2009. More than thirty contributors has worked directly or indirectly on the two versions, year after year. All the ideas, inspirations, all this accumulation of pieces […]
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RISIS Training: Thematic and spatial analysis of technologies using CorText Manager and RISIS patent database
One of the best CorText Manager training courses was organized and offered by the RISIS project. Here is the program of this training which lasted 3 days: Monday 08/11/21 14h-16h30: Session 1 Session 1a: Introduction on patent analysis (60’) Introductory lecture session • Welcoming introduction (Philippe Larédo) 5’ • Type of patents documents (Antoine Schoen) […]
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Early 2021 CorText Manager training sessions
CorText organized a series of training workshops on CorText Manager and its methods in January 2021! These workshops were imagined as a staircase with three successive steps : Session 1: Introduction Session 2: Method comparisons Session 3: Research questions and work on user’s corpus For these sessions, the subject chosen for the demonstrations and exercises […]
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Seminar and workshop during the Summer School of PPGCI IBICT UFRJ, Rio de Janeiro – 03/2020
In March 2020, the LabEx SITES post-doctoral researcher, Ale Abdo, traveled to Rio de Janeiro and São Paulo to organize two trainings on textual analysis and on a new method he developed and integrated at the CorText Infrastructure, as well as to participate in discussions on open and citizen science in Brazil, including the discussion […]
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A CorText Manager distance training session in the framework of the nanocellulose project – Grenoble, June 2020
For complementing the RISIS access requested (to Leiden publications DB and RISIS patent DB) by the GAEL laboratory (UMR INRAE, CNRS, UGA, INPG), in the framework of a research project on nanocellulose, the CorText team has provided , in June and July 2020, an advanced training on the use of CorText. After setting up of […]
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