A semi-automatic modelling approach for the production and freeze drying of lactic acid bacteria
| العنوان: | A semi-automatic modelling approach for the production and freeze drying of lactic acid bacteria |
|---|---|
| المؤلفون: | Thomas Chabin, Marc Barnabe, Alberto Tonda, Nadia Boukhelifa, Fernanda Fonseca, Eric Dugat-Bony, Helene Velly, Evelyne Lutton, Nathalie Perrot |
| المساهمون: | Génie et Microbiologie des Procédés Alimentaires (GMPA), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, AgroParisTech-Institut National de la Recherche Agronomique (INRA) |
| المصدر: | FOODSIM'2018 HAL |
| بيانات النشر: | HAL CCSD, 2018. |
| سنة النشر: | 2018 |
| مصطلحات موضوعية: | Visualisation, Multiscale Modelling, Freeze-Drying of Lactic Acid Bacteria, [SDV]Life Sciences [q-bio], Interactive Modelling, Optimisation, Expert Knowledge, Complex Systems |
| الوصف: | The production system of freeze-dried lactic acid bacteria involves several processes, but its impact on bacteria resistance is still not well understood. This system can be defined as a complex one since it depends on multiple scales: the Genomic, the Cellular and the Population scale. The scarcity of data available for building models leads us to propose an approach that makes use of expert knowledge. In this paper we present a semiautomatic modelling tool, LIDEOGRAM and discuss how it contributes to insight formulation and rapid hypothesis testing. New results show that LIDEOGRAM is able to produce more robust modelling hypotheses when experts can interact and revisit the genomic data preprocessing. |
| اللغة: | English |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::ce3385b5e01b9b72234d291d32f7f17d https://hal.archives-ouvertes.fr/hal-02266291 |
| رقم الأكسشن: | edsair.dedup.wf.001..ce3385b5e01b9b72234d291d32f7f17d |
| قاعدة البيانات: | OpenAIRE |
| الوصف غير متاح. |