Cortext platform
At Cortext, our goal is to empower researchers in the social sciences and humanities by promoting advanced qualitative-quantitative mixed methods. Our primary focus is on studies about the dynamics of science, technology and innovation, and about the roles of knowledge and expertise in societies.
We understand the move towards digital humanities and computational methods not as addressing a technological gap for the social sciences, but rather as entailing 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.
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.
Cortext Manager
Cortext Manager is our current main attraction, a publicly available web service providing data analysis methods curated and developed by our team of researchers and engineers.
You upload a textual corpus in order to analyse its discourse, names, categories, citations, places, dates etc, with methods for science/controversy/issue mapping, distant reading, document clustering, geo-spatial and network visualizations, and more.
You can jump straight to Cortext Manager and create an account, but we strongly suggest taking a look at the Documentation and Tutorials as you start your journey.
Latest journal articles employing our instruments
Online
2018
Omena, Janna Joceli; Rabello, Elaine; Mintz, André; Sanchez-Querubin, Natalia; Ozkula, Suay; Sued, Gabriela; Elbeyi, Ece; Cicali, Alessandra
Visualising hashtag engagement: imagery of political polarization on Instagram Online
(DMI), The Digital Methods Initiative (Ed.): 2018, visited: 10.07.2018.
@online{Omena2023,
title = {Visualising hashtag engagement: imagery of political polarization on Instagram},
author = {Janna Joceli Omena and Elaine Rabello and André Mintz and Natalia Sanchez-Querubin and Suay Ozkula and Gabriela Sued and Ece Elbeyi and Alessandra Cicali},
editor = {The Digital Methods Initiative (DMI)},
url = {https://digitalmethods.net/Dmi/InstagramLivenessVisualisingengagement},
year = {2018},
date = {2018-07-10},
urldate = {2018-07-10},
abstract = {Engagement is a key parameter in social media studies: a conductor for scientific analysis and thoughts. The overall engagement is not only a representative form (or depiction) of human activities, but also a common path to think political and social issues. However, engagement can stem from and be fostered by algorithms or bots, advertising, the popularity of actors or subjects, local or global context. On social media, engagement gathers the sum of different grammars of actions (Agre, 1994) or the reoccurrence of isolated actions, which, taken together, may represent collective thought. In other words, engagement is typically perceived through a dual logic: the sums of actions media items receive (e.g. the total number of likes and comments in a picture on Instagram); the recurrent use of natively digital objects or grammars of action from many people about a topic, e.g. the adoption of hashtags (that can be driven by personal, isolated or collective acts of communication). The first returns the most engaged list what can be defined as the dominant voices, the second returns the ordinary list that is composed by the ordinary voices.
Studies based on engagement have been commonly undertaken by vanity metrics instead of critical analytics; the former being comprised of measures of analysis based on a content or actor being well-known or influential, whereas, the latter, proposes metrics of engagement (dominant voice, concern, commitment, positioning and alignment) that focus on causes and issues overtime (Rogers, 2016). That is why we should not oversimplify engagement behind “the most engaged lists or active users”. On the contrary, we should investigate and analyze the domains of engagement activity; logic, structure and the vocabulary of actions together with an understanding of the social relations. Thus,instead of looking only at most popular actors/content or total of reactions on posts, how can we study engagement through the constant repetition of ordinary voice publications?},
keywords = {},
pubstate = {published},
tppubtype = {online}
}
Studies based on engagement have been commonly undertaken by vanity metrics instead of critical analytics; the former being comprised of measures of analysis based on a content or actor being well-known or influential, whereas, the latter, proposes metrics of engagement (dominant voice, concern, commitment, positioning and alignment) that focus on causes and issues overtime (Rogers, 2016). That is why we should not oversimplify engagement behind “the most engaged lists or active users”. On the contrary, we should investigate and analyze the domains of engagement activity; logic, structure and the vocabulary of actions together with an understanding of the social relations. Thus,instead of looking only at most popular actors/content or total of reactions on posts, how can we study engagement through the constant repetition of ordinary voice publications?
Bento, Nuno; Fontes, Margarida
Legitimation and Guidance in Energy Technology Upscaling – The Case of Floating Offshore Wind Online
2018, (see published article : https://doi.org/10.1016/j.rser.2018.09.035).
@online{Bento2018,
title = {Legitimation and Guidance in Energy Technology Upscaling – The Case of Floating Offshore Wind},
author = {Nuno Bento and Margarida Fontes},
url = {http://documents.manchester.ac.uk/display.aspx?DocID=37431},
year = {2018},
date = {2018-04-02},
abstract = {This research studies the role of the formation of collective visions and plans in accelerating the upscaling of emerging low-carbon innovations. We analyze the national roadmaps that have been developed for offshore wind energy in deepwaters, i.e., more than 50 meters deep where there is high potential of resources but whose technology is still immature. The analysis focus on how actors create legitimacy and guidance to prepare the growth of the system. The results points to different types of guidance depending on the technological and institutional context, particularly a higher external openness with technology maturity and government involvement. A survey of actors’ opinion complements the roadmaps analysis revealing the tendency for overinflatingexpectations. In addition, it suggestsroadmaps have a positive but limited impact on technology development. Policy implications include recommendations for managing the process of formation of visions and legitimacy of new technologies entering into upscaling.},
note = {see published article : https://doi.org/10.1016/j.rser.2018.09.035},
keywords = {},
pubstate = {published},
tppubtype = {online}
}
Taylor, Linnet; Jameson, Shazade; Bullock, Josh; Hoang, Quynh Tu; de Vos, Jeroen; van Gestel, Maarten; Nijssen, Timo; Dziwak, Olivia; Rekve, Kristoffer; Lausberg, Yoren; Santosa, Stefany Winona; Yang, Wen; Zenga, Giovanni
Data Justice and Singapore’s Smart Nation Online
(DMI), The Digital Methods Initiative (Ed.): 2018, visited: 25.01.2018.
@online{Taylor2018,
title = {Data Justice and Singapore’s Smart Nation},
author = {Linnet Taylor and Shazade Jameson and Josh Bullock and Quynh Tu Hoang and Jeroen de Vos and Maarten van Gestel and Timo Nijssen and Olivia Dziwak and Kristoffer Rekve and Yoren Lausberg and Stefany Winona Santosa and Wen Yang and Giovanni Zenga},
editor = {The Digital Methods Initiative (DMI)},
url = {https://digitalmethods.net/Dmi/SingaporeSmartNation},
year = {2018},
date = {2018-01-25},
urldate = {2018-01-25},
abstract = {We aimed to map the networks and key concepts involved in Singapore’s ‘Smart Nation’ initiative from the perspective of the Singaporean authorities, and to map and analyse the popular response to datafication.
We found that the authorities’ narrative is clear and replicated across multiple online sources. It is authored by a mixture of government and commercial actors and has strong resonance with international discourse on smart cities. It is principally hosted via Facebook and websites belonging to the government and its partners, and there is little engagement (regarding response/re-sharing) visible online from citizens.
We were able to map the official discourse quite quickly, but a widespread/critical counter-narrative was harder to find, draw out and analyse. We found that the visible critical response to the smart nation initiative revolves principally around functionality and efficiency (‘this does not work as promised’) and that there are no clearly visible public threads of discourse around rights or surveillance in relation to data. We found concerns with datafication mainly on local news sites and Reddit.
This analysis has mainly been used to help us to identify gaps and silences on the side of citizens. The social media sources with the highest penetration in Singapore carry the government narrative almost exclusively. Those with lower penetration have some responses from citizens, but in general, the public-facing component of the smart nation initiative is governmental.
Critical voices in relation to Singapore’s datafication are largely unavailable to remotely conducted digital methods. We conclude from our investigation that it is worth using digital methods to analyse the government narrative on datafication, but that researchers hoping to identify the alternative narratives should initially do so through ethnographic fieldwork and through that generate questions that are more amenable to digital methods.},
keywords = {},
pubstate = {published},
tppubtype = {online}
}
We found that the authorities’ narrative is clear and replicated across multiple online sources. It is authored by a mixture of government and commercial actors and has strong resonance with international discourse on smart cities. It is principally hosted via Facebook and websites belonging to the government and its partners, and there is little engagement (regarding response/re-sharing) visible online from citizens.
We were able to map the official discourse quite quickly, but a widespread/critical counter-narrative was harder to find, draw out and analyse. We found that the visible critical response to the smart nation initiative revolves principally around functionality and efficiency (‘this does not work as promised’) and that there are no clearly visible public threads of discourse around rights or surveillance in relation to data. We found concerns with datafication mainly on local news sites and Reddit.
This analysis has mainly been used to help us to identify gaps and silences on the side of citizens. The social media sources with the highest penetration in Singapore carry the government narrative almost exclusively. Those with lower penetration have some responses from citizens, but in general, the public-facing component of the smart nation initiative is governmental.
Critical voices in relation to Singapore’s datafication are largely unavailable to remotely conducted digital methods. We conclude from our investigation that it is worth using digital methods to analyse the government narrative on datafication, but that researchers hoping to identify the alternative narratives should initially do so through ethnographic fieldwork and through that generate questions that are more amenable to digital methods.
Emambakhsh, T.; Andreatta, B. Da Fonseca; Pan, C.; Rico, S.
From Hollywood to Bollywood, the rise of the #metoo movement in the Indian Twitter sphere Online
Po, Medialab Science (Ed.): 2018, visited: 01.01.2018.
@online{Emambakhsh2018,
title = {From Hollywood to Bollywood, the rise of the #metoo movement in the Indian Twitter sphere},
author = {T. Emambakhsh and B. Da Fonseca Andreatta and C. Pan and S. Rico},
editor = {Medialab Science Po},
url = {https://fonio.medialab.sciences-po.fr/thinkdolphin/read/4004953c-4796-4a64-bbf9-962179684086?lang=en},
year = {2018},
date = {2018-01-01},
urldate = {2018-01-01},
keywords = {},
pubstate = {published},
tppubtype = {online}
}
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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