Methodology for identifying study sites in scientific corpus

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Authors Eric Kergosien, Marie-NoΓ«lle Bessagnet, Maguelonne Teisseire, Joachim SchΓΆpfel, Mohammad Amin Farvardin, StΓ©phane Chaudiron, Bernard Jacquemin, Annig Le Parc-Lacayrelle, Mathieu Roche, Christian Sallaberry, Jean-Philippe Tonneau, Marie-Noelle Bessagnet, Amin Farvardin, Annig Lacayrelle arXiv ID 1808.04124 Category cs.IR: Information Retrieval Cross-listed cs.DL Citations 0 Venue Document NumΓ©rique Last Checked 4 months ago
Abstract
The TERRE-ISTEX project aims at identifying the evolution of research working relation to study areas, disciplinary crossings and concrete research methods based on the heterogeneous digital content available in scientific corpora. The project is divided into three main actions: (1) to identify the periods and places which have been the subject of empirical studies, and which reflect the publications resulting from the corpus analyzed, (2) to identify the thematics addressed in these works and (3) to develop a web-based geographical information retrieval tool (GIR). The first two actions involve approaches combining Natural languages processing patterns with text mining methods. By crossing the three dimensions (spatial, thematic and temporal) in a GIR engine, it will be possible to understand what research has been carried out on which territories and at what time. In the project, the experiments are carried out on a heterogeneous corpus including electronic thesis and scientific articles from the ISTEX digital libraries and the CIRAD research center.
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