CorText Manager around the world

@conference{Luo2022,

title = {Topic Modeling of Political Dynamics with Shifted Cosine Similarity},

author = {Yifan Luo and Tao Wan and Zengchang Qin},

url = {https://link.springer.com/chapter/10.1007/978-3-030-98018-4_22},

doi = {10.1007/978-3-030-98018-4_22},

isbn = {978-3-030-98017-7},

year  = {2022},

date = {2022-03-04},

booktitle = {Integrated Uncertainty in Knowledge Modelling and Decision Making},

volume = {13199},

publisher = {Springer, Cham},

abstract = {Topic modeling with community detection can be used to explore the latent semantic structure of documents, we can utilize a network, i.e., a graph to depict the semantic relation between words. In some network based topic models, in order to obtain a network with obvious community structure, the similarity between words (vertices) is essential. Word embeddings trained from a large corpus empirically perform as well as in rich semantic representation, thus this research is intended to construct a novel similarity in a network based topic model (NAM). In this paper, we first intuitively propose a similarity measure based on shifted cosine similarity between word embeddings. This similarity is exploited to replace the similarity based on typical point-wise mutual information (PMI). Secondly, based on different similarity measures, topics of corpus in a global period are induced by NAM. Finally, we use NAM to capture the dynamic changes of political topics in China and interpret the dynamic processes using historical background. Although our similarity measure introduces semantic differences caused by the difference between data sets and has one more parameter, the experimental results show the effectiveness of our new proposed measure.},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Malanskia2021,

title = {Panorama des thématiques de recherche sur le travail en agriculture dans la littérature internationale},

author = {Priscila Duarte Malanskia and Sandra Schiavia and Benoît Dedieu},

url = {https://www.sfer.asso.fr/source/jrss2021/articles/C22_Malanski.pdf},

year  = {2021},

date = {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}

}

@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}

}

@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}

}

@conference{Millia2021,

title = {Herramientas para la investigación digital. Introducción práctica al CorText Manager},

author = {Matías Federico Milia},

url = {https://www.esocite.la/vii-escuela-doctoral/},

year  = {2021},

date = {2021-07-29},

urldate = {2021-07-29},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Benbouzid2021,

title = {Tentative Governance of Artificial Intelligence Regulation. Representing governance as a virtual network of documents.},

author = {Bilel Benbouzid and Lionel Villard and Philippe Larédo and Euan Adie},

url = {https://www.euspri2021.no/wp-content/uploads/2021/06/Session-8.3.pdf},

year  = {2021},

date = {2021-06-09},

address = {Oslo},

organization = {Eu-SPRI Annual Conference},

abstract = {The  paper  wishes  to  test  our  ability  to  use  quantitative  methods  to  track  emerging arrangements in the governance of artificial intelligence regulation.  We position the paper in the conceptual approach proposed by Kuhlmann Stegmaier and Konrad (2018).},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Barbier2021c,

title = {A socio-semantic analysis of the research domain on Xylella fastidiosa},

author = {Marc Barbier and Pauline Farigoule and Astrid Cruaud and Jean-Pierre Rossi},

url = {https://hal.archives-ouvertes.fr/hal-03364873/file/BARBIER%20FARIGOULE%20poster_EFSA_Scientometric.pdf

https://www.efsa.europa.eu/sites/default/files/event/210426-xylella-conf-book-abstracts.pdf},

year  = {2021},

date = {2021-04-26},

urldate = {2021-04-26},

abstract = {The invasive plant pathogen Xylella fastidiosa currently threatens European flora through the loss of economically  and  culturally  important  host  plants.  Previously  absent  from  Europe,  and considered  a  quarantine  pathogen,  X.  fastidiosa  was  first  detected  in  Apulia,  Italy  in  2013 associated with a devastating disease of olive trees. Although the biology of X. fastidiosa has been studied for over a century, there is still no information on the determinants of specificity between bacterial genotypes and host plant species, which is particularly relevant today as X. fastidiosa is expanding in the naïve European landscape. We analyzed the genomes of 79 X. fastidiosa samples from  diseased  olive  trees  across  the  affected  area  in  Italy  as  well  as  genomes  of  the  most genetically closely related strains from Central America. We provided insights into the ecological and  evolutionary  emergence  of  this  pathogen  in  Italy.  We  showed  the  pathogen  was  recently introduced,  and  we  generated  a  list  of  candidate  genes  that  could  play  a  major  role  in  the adaptation of X. fastidiosa to new environments.},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Hu2020,

title = {Structure and evolution patterns of contents of Chinese children's bestsellers},

author = {Jiming Hu and Xiang Zheng},

url = {http://hdl.handle.net/2142/106538},

year  = {2020},

date = {2020-03-23},

publisher = {iSchools},

series = {iConference 2020 Proceedings},

abstract = {Children's books involve a large number of topics. This poster focuses on that in China, which is the fastest growing market for children's book in the world. This poster chose Dangdang.com, the biggest Chinese online bookstore, for data source to obtain children's bestsellers. The topic words of children's bestsellers were extracted from their brief introductions of the content on the website. With the aid of co-occurrence theory and tools of social network analysis and visualization, the distribution, correlation structures, and evolution patterns of topics were revealed and visualized. This poster shows that topics of Chinese children's bestsellers are broad and relatively concentrated, but their distribution is unbalanced. There are four distinguished topic communities (Living, Animal, World, and Child) in terms of centrality and maturity, and they all establish their individual systems and tend to be mature. The evolution of these communities tends to be stable with powerful continuity.},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Ding2020,

title = {Research on the Evolution of  Health Information Behavior From a Chinese Perspective},

author = {Nian Ding and Xiao Huang},

url = {http://hdl.handle.net/10125/64146},

doi = {10.24251/HICSS.2020.404},

isbn = {978-0-9981331-3-3},

year  = {2020},

date = {2020-01-07},

abstract = {China    has    been    undergoing    a    tremendous    development in the reform of health system and it has great effects all the citizens and the nation as a whole. This  paper  aims  to  focus  on  the  individuals  from  the  aspect of information behavior. It is expected that the review   on   health   information   behavior   could   be   conducted   in   a   systematic   way.   Moreover,   some   statistical  methods  and  software  have  been  occupied  in  order  to  find  out  the  entire  progress  of  health  information  behavior.  Specifically,  both  vertical  and  horizontal  comparison  have  been  conducted  in  this  study,  and  scientometric  methods  have  also  be  used.  After a systematic and profound literature review, the whole  progress  has  been  explored  and  the  main  topics  of  great  importance  have  been  discovered.  Moreover,  highly  cited  papers  and  their  relationship  have also been revealed.},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Rizzo2017b,

title = {Factors influencing farmers' preferences about agricultural equipment supply. A literature overview},

author = {Davide Rizzo and Anne Combaud and Elisa Marraccini},

url = {https://www.researchgate.net/profile/Davide_Rizzo/publication/316686499_Conf_AXM-Eurageng_N06_Farmers_preferences_review/data/590c6589aca272db9ca6e222/Conf-AXM-Eurageng-N06-Farmers-preferences-review.pdf},

year  = {2017},

date = {2017-02-01},

booktitle = {AXEMA EurAgEng SIMA},

abstract = {The decreasing number of farmers and the associated increase in farm and field average size risks to constraint the opportunities for innovative farming system design. Agricultural equipment adoption and management can play a critical role to ensure the whole farm profitability by increasing farming practices efficiency. Hence, it is crucial to understand the factors influencing the farmers’ decision making and preferences about the equipment supply.

The aim of this study is to identify the major drivers in this processes based on an overview of the available scientific literature and reports, addressing the interactions between farming practices and equipment supply from the farmers’ perspective. Our goal is to define a generic analytical framework to explore the expectations and willingness of farmers in the adoption of equipment innovation. We foster studies at levels ranging from regions to countries.},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{barbier2014sociosemantic,

title = {Socio-semantic dynamics for digital humanities: Methodology and epistemology of large textual corpora analysis},

author = {Marc Barbier and Jean-Philippe Cointet},

url = {https://easst.net/wp-content/uploads/2014/08/easst2014.pdf},

year  = {2014},

date = {2014-01-01},

abstract = {Until recent time, the description, light-modeling and interpretation of socio-cognitive dynamics of science-society relations and social media relationships required a constructivist approach, involving collecting, reading, classifying and interpreting tasks performed by scholars examining sets of digital data (texts, archives, structured databases, websites, blogs, etc.). The growing mass of data produced in the so-called Knowledge Society owes a lot to the acceleration and profusion of digital tools that are now widely used in different areas of human activities: work, culture, leisure, political expression, etc. Social scientists now largely acknowledge that the various modes of interaction brought by new information and communication technologies are changing the very nature of micro-politics and the expression of the self. In our views the conditions for producing knowledge in social sciences and humanities more widely are changed too. New digital infrastructures specifically designed for social sciences and humanities make it possible to equip scientists with tools that enable them to tackle the complexity of heterogeneous textual corpora dynamics and to develop innovative analytical methodologies that will bring new insights and renewed capacities to investigate contemporary issues. The aim of this communication is to propose (1) to discuss some of the epistemic problems that surge from the use of digital platforms ambitioning the development of our capacities of enquiry of knowledge production in society; (2) to present the main developments and experience that had been led within the CorTexT plateform as well as their driving principles.},

howpublished = {Communication to the EASST Conference, Torun, Pologne},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{benbouzid2014analyse,

title = {Analyse scientométrique des usages des enquêtes de victimation avec Cortext Manager},

author = {Bilel Benbouzid},

year  = {2014},

date = {2014-01-01},

booktitle = {Association Internationale des criminologues de langue française},

journal = {Association Internationale des criminologues de langue française},

volume = {1},

pages = {4},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}