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Analyse automatique d’arguments et apprentissage multi-tâches : un cas d’étude
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In: Revue Ouverte d'Intelligence Artificielle ; https://hal.mines-ales.fr/hal-03638222 ; Revue Ouverte d'Intelligence Artificielle, Association pour la diffusion de la recherche francophone en intelligence artificielle, 2022, 3 (3-4), pp.201-222. ⟨10.5802/roia.29⟩ (2022)
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Development of a method to evaluate odour quality based on non-expert analysis
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In: CEST2017 Proceedings ; 15th International Conference on Environmental Science And Technology (CEST 2017) ; https://hal.archives-ouvertes.fr/hal-01663972 ; 15th International Conference on Environmental Science And Technology (CEST 2017), Aug 2017, Rhodes, Greece (2017)
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Abstract:
International audience ; Characterizing odour quality is a complex process that consists in identifying a set of descriptors that best synthesizes the olfactory perception. Generally, this characterization results in a limited set of descriptors provided by professionals in sensorial analysis. These experts previously learnt a common language to describe characteristic odour (Odour wheel or Champ des odeurs ©). These sensorial analysis sessions cost industrial manufacturers large sums every year. If this characterization is entrusted to neophytes, the number of participants of a sensorial analysis session can be significantly enlarged while reducing costs. However, each individual description is no more related to a set of non-ambiguous descriptors but to a bag of terms in natural language. Two issues are then related to odour characterization. The first one is how translating free natural language descriptions into structured descriptors; the second one is how summarizing a set of individual characterizations into a consistent and synthetic unique characterization for professional purposes. This paper will propose an approach based on natural language Processing and Knowledge Representation based techniques to formalize and automatize both translation of bags of terms into sets of descriptors and summarization of sets of structured descriptors.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO]Computer Science [cs]; Information Fusion; Natural Language; Odour Quality; Semantic Proximity; Taxonomy
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URL: https://hal.archives-ouvertes.fr/hal-01663972/document
https://hal.archives-ouvertes.fr/hal-01663972
https://hal.archives-ouvertes.fr/hal-01663972/file/2017_CEST.pdf
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Detecting sections and entities in court decisions using HMM and CRF graphical models
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In: Conférence Extraction et Gestion des Connaissances ; https://hal.archives-ouvertes.fr/hal-02101479 ; Conférence Extraction et Gestion des Connaissances, Université Grenoble alpes (UGA), Jan 2017, Grenoble, France ; http://egc2017.imag.fr/ (2017)
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Semantic Measures for the Comparison of Units of Language, Concepts or Entities from Text and Knowledge Base Analysis
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In: https://hal.archives-ouvertes.fr/hal-01485038 ; 2017 (2017)
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Towards a non-oriented approach for the evaluation of odor quality
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In: International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 2016 ; https://hal.archives-ouvertes.fr/hal-01485002 ; International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 2016, Jun 2016, Eindhoven, Netherlands. ⟨10.1007/978-3-319-40596-4_21⟩ (2016)
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Uncertainty detection in natural language: a probabilistic model
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In: WIMS '16 Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics ; https://hal.archives-ouvertes.fr/hal-01484994 ; WIMS '16 Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, Jun 2016, Nîmes, France. ⟨10.1145/2912845.2912873⟩ (2016)
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Un modèle probabiliste pour la détection de l'incertitude dans le langage naturel. ...
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Semantic Similarity from Natural Language and Ontology Analysis
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In: https://hal.archives-ouvertes.fr/hal-01288380 ; Morgan & Claypool publishers, 8 (1), pp.254, 2015, Synthesis Lectures on Human Language Technologies, Graeme Hirst, 978-1-62705-446-1. ⟨10.2200/S00639ED1V01Y201504HLT027⟩ ; http://www.morganclaypool.com/doi/10.2200/S00639ED1V01Y201504HLT027 (2015)
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A framework for unifying ontology-based semantic similarity measures: A study in the biomedical domain
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In: ISSN: 1532-0464 ; EISSN: 1532-0480 ; Journal of Biomedical Informatics ; https://hal.archives-ouvertes.fr/hal-01059534 ; Journal of Biomedical Informatics, Elsevier, 2014, 48, pp.38-53. ⟨10.1016/j.jbi.2013.11.006⟩ (2014)
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The Semantic Measures Library: Assessing Semantic Similarity from Knowledge Representation Analysis
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In: Natural Language Processing and Information Systems ; NLDB 2014, the 19th International Conference on Application of Natural Language to Information Systems ; https://hal.archives-ouvertes.fr/hal-01059488 ; NLDB 2014, the 19th International Conference on Application of Natural Language to Information Systems, Jun 2014, Montpellier, France. pp.254-257 (2014)
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Sélection Robuste de Mesures de Similarité Sémantique à partir de Données Incertaines d'Expertise
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In: Rencontres francophones sur la Logique Floue et ses Applications - LFA 2014 ; Logique Floue et Applications - LFA 2014 ; https://hal.archives-ouvertes.fr/hal-01113309 ; Logique Floue et Applications - LFA 2014, Oct 2014, Cargèse, France (2014)
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How ontology based information retrieval systems may benefit from lexical text analysis
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In: New Trends of Research in Ontologies and Lexical Resources ; https://hal.archives-ouvertes.fr/hal-00797143 ; Oltramari, Alessandro; Vossen, Piek; Qin, Lu; Hovy, Eduard. New Trends of Research in Ontologies and Lexical Resources, 15, Springer, pp.209-230, 2013, Theory and Applications of Natural Language Processing, 978-3-642-31781-1 (2013)
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| 13 |
Opinion Extraction Applied to Criteria
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In: 23rd International Conference on Database and Expert Systems Applications ; DEXA: Database and Expert Systems Applications ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-00732663 ; DEXA: Database and Expert Systems Applications, Sep 2012, Vienna, Austria. pp.457-465, ⟨10.1007/978-3-642-32597-7_44⟩ ; http://www.dexa.org/ (2012)
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Towards an Automatic Characterization of Criteria
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In: 22nd International Conference on Database and Expert Systems Applications ; DEXA: Database and Expert Systems Applications ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-00723579 ; DEXA: Database and Expert Systems Applications, Aug 2011, Toulouse, France. pp.457-465, ⟨10.1007/978-3-642-23088-2_34⟩ ; http://www.dexa.org/previous/dexa2011/index.html (2011)
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Towards an Automatic Characterization of Criteria
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In: DEXA ; DEXA, 22nd International Conference on Database and Expert Systems Applications ; https://hal.archives-ouvertes.fr/hal-00804737 ; DEXA, 22nd International Conference on Database and Expert Systems Applications, Aug 2011, TOULOUSE, France. pp.1 (2011)
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