A. Leonard, P. E. Lehner, B. A. Cheikes, and M. F. Taylor, An Empirical Evaluation of Structured Argumentation Using the Toulmin Argument Formalism, IEEE Transactions on Systems, Man, and Cybernetics, Part A (TSMC), vol.37, issue.3, pp.340-347, 2007.

L. Amgoud and H. Et-prade, Can AI Models Capture Natural Language Argumentation?, International Journal of Cognitive Informatics and Natural Intelligence, vol.6, issue.3, p.14, 2012.
DOI : 10.4018/jcini.2012070102

D. Amstutz and P. Et-gambette, Utilisation de la visualisation en nuage arboré pour l'analyse littéraire Statistical Analysis of Textual Data, Proceedings of the 10th International Conference on statistical analysis of textual data (JADT'10), pp.227-238, 2010.

J. C. Anscombre, O. Et-ducrot, . Dans-la-langue, and . Mardaga, Philosophie et langage, 1983.

J. Baldridge, N. Asher, and J. Hunter, Abstract, Zeitschrift f??r Sprachwissenschaft, vol.26, issue.2, pp.213-239, 2007.
DOI : 10.1515/ZFS.2007.018

J. Baldridge, N. Asher, and J. Hunter, Abstract, Zeitschrift f??r Sprachwissenschaft, vol.26, issue.2, pp.213-239, 2007.
DOI : 10.1515/ZFS.2007.018

R. Barré, Sense and nonsense of S&T productivity indicators, Science and Public Policy, vol.28, issue.4, pp.259-266, 2001.
DOI : 10.3152/147154301781781381

D. Beaver, Reflections on Scientific Collaboration (and its study): Past, Present, and Future, Scientometrics, vol.52, issue.3, pp.377-365, 2001.

J. M. Bench-capon-trevor, The Long and Winding Road: Forty Years of Argumentation, COMMA, vol.2012, pp.3-10

P. Besnard and A. Hunter, Elements of Argumentation, 2008.
DOI : 10.7551/mitpress/9780262026437.001.0001

A. Bonaccorsi, Search Regimes and the Industrial Dynamics of Science, Minerva, vol.30, issue.1, pp.285-315, 2008.
DOI : 10.1007/s11024-008-9101-3

D. Boullier and A. Et-lohard, Opinion mining et sentiment analysis, 2012.
DOI : 10.4000/books.oep.198

URL : https://hal.archives-ouvertes.fr/hal-01027565

P. Bourret, A. Mogoutov, C. Julian-reynier, and A. Et-cambrosio, A New Clinical Collective for French Cancer Genetics: A Heterogeneous Mapping Analysis, Science, Technology & Human Values, vol.31, issue.4, pp.31-431, 2006.
DOI : 10.1177/0162243906287545

B. Bozeman and J. D. Et-rogers, A churn model of scientific knowledge value: Internet researchers as a knowledge value collective, Research Policy, vol.31, issue.5, pp.31-769, 2002.
DOI : 10.1016/S0048-7333(01)00146-9

B. Ch and P. Et-denis, Identification automatique des relations discursives "implicites" à partir de données annotées et de corpus bruts, Actes de la 20e conférence sur le Traitement Automatique des Langues Naturelles, pp.104-117, 2013.

B. Ph and G. Gauthier, Histoire des théories de l'argumentation. Paris : La Découverte, 2000.

B. Katarzyna and C. Reed, Speech Acts of Argumentation: Inference Anchors and Peripheral Cues in Dialogue, Computational Models of Natural Argument, 2011.

E. Cabrio and S. Villata, Natural Language Arguments: A Combined Approach, Proceedings of 20th biennial European Conference on Artificial Intelligence, ECAI 2012
URL : https://hal.archives-ouvertes.fr/hal-00724780

M. Callon, J. Law, and A. Rip, Mapping the Dynamics of Science and Technology, 1986.
DOI : 10.1007/978-1-349-07408-2

A. Cambrosio, P. Keating, S. Mercier, G. Lewisonc, and A. Et-mogoutov, Mapping the emergence and development of translational cancer research, European Journal of Cancer, vol.42, issue.18, pp.3140-3148, 2006.
DOI : 10.1016/j.ejca.2006.07.020

A. Cambrosio, P. Keating, and A. Mogoutov, Mapping Collaborative Work and Innovation in Biomedicine, Social Studies of Science, vol.13, issue.22, pp.325-364, 2004.
DOI : 10.1177/0306312704043767

C. Martin and L. Amgoud, On the evaluation of argumentation formalisms, Artif. Intell. (AI), vol.171, issue.5-6, pp.286-310, 2007.

C. Chaveriat, F. Ghitalla, F. Pelegrin, F. Fadil, and X. Le-roux, La base de données nationale des acteurs, structures et projets de recherche sur la biodiversité: présentation et analyse du paysage de la recherche, Rapport FRB, 2011.

C. Chesnevar, A. G. Maguitman, and M. P. Et-gonzalez, Empowering Recommendation Technologies Through Argumentation, Argumentation in Artificial Intelligence, p.403, 2009.

T. Cover and P. Hart, Nearest neighbor pattern classification, IEEE Transactions on Information Theory, vol.13, issue.1, pp.21-27, 1967.
DOI : 10.1109/TIT.1967.1053964

G. Csardi and T. Nepusz, The igraph software package for complex network research, 1695.

C. Antoine, Pour une linguistique de l'énonciation : formalisation et opérations de repérage, 1999.

E. De-jonge, The relevance of Toulmin???s model in case studies, Argumentation et analyse du discours, issue.1, 2008.
DOI : 10.4000/aad.251

A. Doucet and H. Et-ahonen-myka, Fast extraction of discontiguous sequences in text: a new approach based on maximal frequent sequences in Proceedings of IS-LTC 2006, Information Society -Language Technologies Conference, pp.186-191, 2006.

H. Eggermont, L. Roux, X. Heughebaert, A. Balian, and E. Biodiversa, The BiodivERsA database: Analysis of the competitive funding landscape for research on biodiversity and ecosystem services in Europe, p.pp, 2013.

C. Enguehard, B. Daille, and E. Et-morin, Tools for terminology processing, Proceedings of The Indo-European Conference on Multilingual Communication Technologies (IEMCT), pp.218-229, 2002.
URL : https://hal.archives-ouvertes.fr/hal-01094958

I. Feinerer, K. Hornik, and D. Et-meyer, Text mining infrastructure in R, Journal of Statistical Software, vol.25, issue.5, pp.1-54, 2008.

V. W. Feng and G. Et-hirst, Text-level discourse parsing with rich linguistic features, Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-2012), 2012.

F. Dominique, A. Denis, F. Détienne, M. Baker, M. Quignard et al., The role of argumentation in online epistemic communities: the anatomy of a conflict in Wikipedia, ECCE, vol.2010, pp.91-98

C. Freeman and L. Et-soete, Developing science, technology and innovation indicators: What we can learn from the past, Research Policy, vol.38, issue.4, pp.583-589, 2009.
DOI : 10.1016/j.respol.2009.01.018

T. Fruchterman and E. Et-reingold, Graph drawing by force-directed placement, Software: Practice and Experience, vol.41, issue.11, pp.1129-1164, 1991.
DOI : 10.1002/spe.4380211102

P. Gambette and J. Et-véronis, Visualising a Text with a Tree Cloud Proceedings of the International Federation of Classification Societies, Studies in Classification, Data Analysis, and Knowledge Organization 40, pp.561-570, 2009.

E. Goffman, Forms of Talk, 1981.

C. I. Gómez-sergio-alejandro, G. R. Chesñevar, and . Simari, ONTOarg: A decision support framework for ontology integration based on argumentation, Expert Systems with Applications, vol.40, issue.5, pp.1858-1870, 2013.
DOI : 10.1016/j.eswa.2012.10.025

F. «. Grossmann, Auteur scientifique », Revue d'anthropologie des connaissances 3, pp.410-426, 2010.

D. H. Guston, Boundary Organizations in Environmental Policy and Science: An Introduction, Science, Technology & Human Values, vol.26, issue.4, pp.399-408, 2001.
DOI : 10.1177/016224390102600401

J. Hartley and L. Betts, Revising and polishing a structured abstract: Is it worth the time and effort?, Journal of the American Society for Information Science and Technology, vol.5, issue.12, pp.1870-1877, 2008.
DOI : 10.1002/asi.20909

V. Hatzivassiloglou and K. Et-mckeown, Predicting the semantic orientation of adjectives, Proceedings of the 8th conference on European chapter, pp.174-181, 1997.

G. Heimeriks, M. Hörlesberger, and P. Et-van-den-besselaar, Mapping communication and collaboration in heterogeneous research networks, Scientometrics, vol.58, issue.2, pp.391-413, 2003.
DOI : 10.1023/A:1026296812830

H. Stella, K. Atkinson, V. J. Botti, F. Grasso, V. Julián et al., Research opportunities for argumentation in social networks, Artif. Intell. Rev. (AIR), vol.39, issue.1, pp.39-62, 2013.

N. Hernandez and B. Et-grau, Extraction et typage de termes significatifs pour la description de textes, 2003.

A. A. Ivin, The theory of argumentation, 2000.

B. Jefferys, L. Kelley, M. Sergot, J. Fox, and M. Sternberg, Capturing expert knowledge with argumentation: a case study in bioinformatics, Bioinformatics, vol.22, issue.8, pp.924-957, 2006.
DOI : 10.1093/bioinformatics/btl018

K. Souhila, Refined Preference-based Argumentation Frameworks, COMMA, vol.2010, pp.299-310

S. Katz and B. Et-martin, What is research collaboration? Research Policy, 1997.

L. Emmanuel, Pertinence et structure, Revue Suisse de Sociologie, vol.37, pp.127-149, 2011.

L. Lebart, A. Salem, and L. Berry, Exploring Textual Data, 1998.
DOI : 10.1007/978-94-017-1525-6

B. Lent, R. Agrawal, and R. Srikant, Discovering Trends in Text Databases, Cetro et al. RNTI -X, 1997.

B. Liu, M. Q. Hu, and J. S. Et-cheng, Opinion observer, Proceedings of the 14th international conference on World Wide Web , WWW '05, 2005.
DOI : 10.1145/1060745.1060797

L. Jingyan, M. M. Chiu, and N. W. Law, Collaborative argumentation and justifications: A statistical discourse analysis of online discussions, Computers in Human Behavior (CHB), vol.27, issue.2, pp.946-955, 2011.

D. Lucio-arias and L. Et-leydesdorff, Knowledge emergence in scientific communication: from ???fullerenes??? to ???nanotubes???, Scientometrics, vol.59, issue.1, pp.603-632, 2007.
DOI : 10.1007/s11192-007-0304-4

W. C. Mann, A. Sandra, and . Thompson, Rhetorical Structure Theory: Toward a functional theory of text organization, Text - Interdisciplinary Journal for the Study of Discourse, vol.8, issue.3, pp.243-281, 1988.
DOI : 10.1515/text.1.1988.8.3.243

S. Martin, W. Brown, R. Klavans, and K. Et-boyack, OpenOrd: an open-source toolbox for large graph layout, Visualization and Data Analysis 2011, pp.786806-786807, 2011.
DOI : 10.1117/12.871402

S. Maurel, P. Curtoni, and L. Et-dini, L'analyse des sentiments dans les forums, 2008.

M. Peter and S. Parsons, Risk Agoras: Dialectical Argumentation for Scientific Reasoning, pp.371-379, 2000.

Q. Mei and C. Et-zhai, Discovering evolutionary theme patterns from text ? an exploration of temporal text mining, Proceedings of the 2005 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp.198-207, 2005.

O. Santiago and E. Plaza, Empirical Argumentation: Integrating Induction and Argumentation in MAS, ArgMAS, vol.2010, pp.49-67

A. Pak and P. Et-paroubek, Twitter as a Corpus for Sentiment Analysis and Opinion Mining, Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10), 2010.

D. Pontille, La signature scientifique. Une sociologie pragmatique de l'attribution, 2004.
URL : https://hal.archives-ouvertes.fr/halshs-00261740

. Powell, Network Dynamics and Field Evolution: The Growth of Interorganizational Collaboration in the Life Sciences, American Journal of Sociology, vol.110, issue.4, pp.110-901, 2005.
DOI : 10.1086/421508

R. Team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, 2013.

F. Ricci, L. Rokach, B. Shapira, and P. Kantor, Recommender Systems Handbook, 2011.

M. M. Saad-missen, M. Boughanem, and G. Et-cabanac, Opinion mining: reviewed from word to document level, Social Network Analysis and Mining, 2012.

F. Smadja and K. Et-mckeown, Automatically extracting and representing collocations for language generation, Proceedings of the 28th annual meeting on Association for Computational Linguistics -, 1990.
DOI : 10.3115/981823.981855

M. Song and K. S. , Detecting the knowledge structure of bioinformatics by mining full-text collections, Scientometrics, vol.49, issue.4, pp.183-201, 2013.
DOI : 10.1007/s11192-012-0900-9

T. Simone and J. Carletta, Marc Moens: An annotation scheme for discourse-level argumentation in research articles, EACL, pp.110-117, 1999.

T. Francesca, Assumption-Based Argumentation for Epistemic and Practical Reasoning Computable Models of the Law, pp.185-202, 2008.

T. Alice, T. J. Norman, and K. P. , Sycara: An Empirical Study of Argumentation Schemes for Deliberative Dialogue, ECAI, vol.2012, pp.756-761

S. Toulmin, Les usages de l'argumentation, 1958.

N. Turenne, Clustering and Relational Ambiguity: from Text Data to Natural Data, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00920423

N. Turenne, Knowledge Needs and Information Extraction: Towards an Artificial Consciousness, 2013.
DOI : 10.1002/9781118574560

N. Turenne and M. Et-barbier, BELUGA : un outil pour l'analyse dynamique des connaissances de la littérature scientifique d'un domaine, Première application au cas des maladies à prions proceedings of Extraction et Gestion de Connaissances, Hébrail G. and Lebart L, 2004.

P. Turney and M. Et-littman, Measuring praise and criticism, ACM Transactions on Information Systems, vol.21, issue.4, pp.315-346, 2003.
DOI : 10.1145/944012.944013

W. Douglas, Using Argumentation Schemes for Argument Extraction: A Bottom-Up Method, IJCINI, vol.6, issue.3, pp.33-61, 2012.

B. Webber and R. Prasad, Discourse Structure: Swings and Roundabouts Structuring information in discourse: the explicit/implicit dimension, Oslo Studies in Language, vol.1, issue.1, pp.171-190, 2009.