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
Proceedings Articles
2018
Plancq, Clément; Després, Zakarya; Longhi, Julien
"L'avenir en commun" des Insoumis. Analyse des forums de discussion des militants de la France Insoumise Proceedings Article
In: Atelier Fouille de Données Complexes, EGC 2018, 2018.
@inproceedings{plancq2018avenir,
title = {"L'avenir en commun" des Insoumis. Analyse des forums de discussion des militants de la France Insoumise},
author = {Clément Plancq and Zakarya Després and Julien Longhi},
url = {https://halshs.archives-ouvertes.fr/halshs-01719374},
year = {2018},
date = {2018-01-01},
urldate = {2018-01-01},
booktitle = {Atelier Fouille de Données Complexes, EGC 2018},
abstract = {Les discours politiques ont fait l’objet de travaux marquants en analyse du discours et en TAL mais les études sur les discussions de militants sont plus rares. Pourtant ces communautés sont le lieu d’échanges idéologiques sur le programme d’un candidat. L’étude de ces discussions peut se révéler intéressante pour étudier la circulation des idéologies de l’appareil politique vers une communauté de citoyens et vice-versa. Dans l’article nous présentons les travaux menés pour recueillir un corpus de messages émanant de forums de discussion des militants de la France Insoumise puis les analyses conduites sur ce corpus à l’aide des outils de la plateforme Cortext.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Masters Theses
2018
Pan, Ying-Ling
University of Twente, Enschede, the Netherlands, 2018.
@mastersthesis{Pan2018,
title = {Understanding the message functions in health communication, promotion and pubic engagement on Twitter: An exploratory analysis of the SunSmart campaign},
author = {Ying-Ling Pan},
url = {https://essay.utwente.nl/76515/1/Pan_BA_faculty.pdf},
year = {2018},
date = {2018-08-31},
address = {Enschede, the Netherlands},
school = {University of Twente},
abstract = {Background. As the mortality of skin cancer has risen rapidly over the recent decades, skin health organisations largely use social media as a communication tool to promote health campaigns and encourage participation. However, little is known about the specific approach to foster engagement via tweets as a form of health communication and promote health campaigns to engage the public. By focusing on the SunSmart skin health campaign on Twitter, this study aims to investigate how the communication during the campaign is characterised in terms of the functions of messages, to what extent the use of these messages can create public engagement, and how message contents play out among the functions. Methodology. By focusing on the SunSmart health campaign on Twitter, this study adopts a multi-method approach. First, a descriptive statistical analysis is used to understand whether levels of engagement among types of usersand message functions differ. Second, Natural Language Processing(NLP) is adopted for developing a codebook in which four message functions manifested from the SunSmart data are identified. Third, content analysis is used to manually classify each tweet to different user types and message functions. Last, by using Natural Language Processing(NLP) and the hashtag visualisation the matic analysis, we further explore whether the composition of content (i.e., keywords & thematic topics) among message functions differ. Results. Using the 2014 SunSmart health campaign on Twitter as an empirical context and on the basis of comparison between individuals and organisations(i.e.,the public), results show that individual users are more engaged in the SunSmart campaign on Twitter than organisations did. In addition, we find the levels of engagement among the four main message functions between individuals and organisations differ. At the content level, results show that utilisation of keywords and thematic topics among different message functions generally differ among individuals and organisations. Contributions. This study offers contributions to research on media studies, health communication, and health campaign marketing. Practically, the results provides with insight on strategic health communication and marketing campaigns.},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
Theel, Mandy
Digital Nomadism as an extension of new media work: Travelling between ideology and practice Masters Thesis
University of Amsterdam, 2018.
@mastersthesis{Theel2018,
title = {Digital Nomadism as an extension of new media work: Travelling between ideology and practice},
author = {Mandy Theel},
url = {https://scripties.uba.uva.nl/search?id=record_24483},
year = {2018},
date = {2018-07-28},
urldate = {2018-07-28},
school = {University of Amsterdam},
abstract = {In a world where technology intertwines increasingly with everyday life and work, the traditional career fades into the background and work how we know it is transformed. The structural organisation and subjective perception of work are moving towards new notions of freedom and nomadism while new labour forms arise. This thesis is a journey into the world of Digital Nomads, their imagination and implementation of a new kind of work practice. The research aims to examine the changing notion of work in new media industries caused by technological and societal developments. Through the lens of a mixed methods approach using digital methods in a quantitative content analysis and qualitative semi-structured interviews, the study analyses the values and practices of Digital Nomads.The movement of Digital Nomadism will be regarded from a new media perspective where it proves to extend the existing understanding of the new media work practices. The thesis provides a model based on discourse analysis that contrasts the ideology and practice of this work and lifestyle. Moreover, it contributes new insights into the changing notion of work proposing that, especially in the new media industries, work experiences an “industrialisation of nomadism”.},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
Online
2018
Karsgaard, Carrie; Bainotti, Lucia; Nero, Serena Del; Flaim, Giacomo; Hockenhull, Michael; MacDonald, Maggie; Martella, Antonio; Valderrama, Erika; Valerio, Gabriel
Canadian Pipeline Politics: Mapping (visual) discourse in platform spaces Online
(DMI), The Digital Methods Initiative (Ed.): 2018, visited: 02.08.2018.
@online{Karsgaard2018,
title = {Canadian Pipeline Politics: Mapping (visual) discourse in platform spaces},
author = {Carrie Karsgaard and Lucia Bainotti and Serena Del Nero and Giacomo Flaim and Michael Hockenhull and Maggie MacDonald and Antonio Martella and Erika Valderrama and Gabriel Valerio},
editor = {The Digital Methods Initiative (DMI)},
url = {https://digitalmethods.net/Dmi/SummerSchool2018PipelinePolitics
https://docs.google.com/presentation/d/1ieIJDHakx44Glre3VRdJu2Z6o60is22aIJoRobw6YF4/edit#slide=id.p},
year = {2018},
date = {2018-08-02},
urldate = {2018-08-02},
abstract = {Methodological findings: Twitter
Twitter’s free-form user location field enables political expression where location-identifiers have political significance; in the Canadian landscape, for instance, users may identify according to Indigenous place names rather than officially sanctioned place names.
The implication for digital methods research is that user location provides a means of exploring issue alignment and political stance for issues with geographical components.
Methodological findings: Instagram
An analytical challenge - but also an opportunity - is posed by Instagram’s multiple discursive spaces - images, text, and hashtags - as they are variously used over time. The project prototypes a comparative approach to these multiple spaces through analysis of each through multiple time slices, including analysis of the linkages between various discourses where possible (i.e. by hashtag-image and text-image analysis). Included is a new approach to text-image analysis using Cortext, which allows exploration of the user-generated text in Instagram posts, beyond what is available via hashtag analysis.
Taken together, multiple maps reinforce certain issue patterns through their repeated representation in various visualizations; at the same time, individual maps reveal nuances of the issue that only emerge through a single discourse (whether visual, textual, or connective via hashtags). This project thus demonstrates how critical discourse analysis and visual analysis may be conducted at multiple and intersecting levels through a critical cartographical approach, enabling a more robust understanding of the issue as it is performed online.
Substantive Findings
Our findings indicate that when analyzed as above, the tools embedded in both Twitter and Instagram allow us to infer discursive alignment with issue positioning, not only for/against the key issue, but also within sub-groups, allowing a nuanced view of the issue. For instance, within anti-pipeline sentiment, analysis of locations, hashtags, text, and images reveals competing ideals between protection of the land (as pristine), ownership of the land (as a Vancouver resident), and stewardship of the land (as already occupied by Indigenous peoples). By tracing these discursive groups over time, we see increasing overlap within our issue network visualizations, where distinct clusters are replaced by heterogenous networks, indicating that the pipeline issue may function as a boundary object, bringing various publics closer together.},
keywords = {},
pubstate = {published},
tppubtype = {online}
}
Twitter’s free-form user location field enables political expression where location-identifiers have political significance; in the Canadian landscape, for instance, users may identify according to Indigenous place names rather than officially sanctioned place names.
The implication for digital methods research is that user location provides a means of exploring issue alignment and political stance for issues with geographical components.
Methodological findings: Instagram
An analytical challenge - but also an opportunity - is posed by Instagram’s multiple discursive spaces - images, text, and hashtags - as they are variously used over time. The project prototypes a comparative approach to these multiple spaces through analysis of each through multiple time slices, including analysis of the linkages between various discourses where possible (i.e. by hashtag-image and text-image analysis). Included is a new approach to text-image analysis using Cortext, which allows exploration of the user-generated text in Instagram posts, beyond what is available via hashtag analysis.
Taken together, multiple maps reinforce certain issue patterns through their repeated representation in various visualizations; at the same time, individual maps reveal nuances of the issue that only emerge through a single discourse (whether visual, textual, or connective via hashtags). This project thus demonstrates how critical discourse analysis and visual analysis may be conducted at multiple and intersecting levels through a critical cartographical approach, enabling a more robust understanding of the issue as it is performed online.
Substantive Findings
Our findings indicate that when analyzed as above, the tools embedded in both Twitter and Instagram allow us to infer discursive alignment with issue positioning, not only for/against the key issue, but also within sub-groups, allowing a nuanced view of the issue. For instance, within anti-pipeline sentiment, analysis of locations, hashtags, text, and images reveals competing ideals between protection of the land (as pristine), ownership of the land (as a Vancouver resident), and stewardship of the land (as already occupied by Indigenous peoples). By tracing these discursive groups over time, we see increasing overlap within our issue network visualizations, where distinct clusters are replaced by heterogenous networks, indicating that the pipeline issue may function as a boundary object, bringing various publics closer together.
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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