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1	Searching and Mining with Semantic Categories
	DJIOUA, Brahim; Desclés, Jean-Pierre; Alrahabi, Motasem
	In: Next Generation Search Engines: Advanced Models for Information Retrieval ; https://hal.archives-ouvertes.fr/hal-03203132 ; Next Generation Search Engines: Advanced Models for Information Retrieval, 2012, ⟨10.4018/978-1-4666-0330-1.ch006⟩ (2012)
	Abstract: International audience ; A new model is proposed to retrieve information by building automatically a semantic metatext1 structure for texts that allow searching and extracting discourse and semantic information according to certain linguistic categorizations. This paper presents approaches for searching and mining full text with semantic categories. The model is built up from two engines: The frst one, called EXCOM (Djioua et al., 2006; Alrahabi, 2010), is an automatic system for text annotation, related to discourse and semantic maps, which are specifcation of general linguistic ontologies founded on the Applicative and Cognitive Grammar. The annotation layer uses a linguistic method called Contextual Exploration, which handles the polysemic values of a term in texts. Several ‘semantic maps’ underlying ‘point of views’ for text mining guide this automatic annotation process. The second engine uses semantic annotated texts, produced previously in order to create a semantic inverted index, which is able to retrieve relevant documents for queries associated with discourse and semantic categories such as defnition, quotation, causality, relations between concepts, etc. (Djioua & Desclés, 2007). This semantic indexation process builds a metatext layer for textual contents. Some data and linguistic rules sets as well as the general architecture that extend third-party software are expressed as supplementary information.
	Keyword: [SHS]Humanities and Social Sciences
	URL: https://hal.archives-ouvertes.fr/hal-03203132 https://doi.org/10.4018/978-1-4666-0330-1.ch006
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2	Fouille sémantique des thèses en ligne
	Desclés, Jean-Pierre; Le Priol, Florence; Alrahabi, Motasem...
	In: Traitement automatique des langues naturelles : de l'analyse à l'application (Cognition et traitement de l'information, RTA) ; https://hal.archives-ouvertes.fr/hal-01941230 ; Biskri Ismaïl; Jebali Adel. Traitement automatique des langues naturelles : de l'analyse à l'application (Cognition et traitement de l'information, RTA), Hermes Science Publications, 2011, 978-2-7462-3138-2 (2011)
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3	BioExcom: Detection and categorization of speculative sentences in biomedical literature
	Desclés, Julien; Alrahabi, Motasem; Desclés, Jean-Pierre
	In: Human Language Technology. Challenges for Computer Science and Linguistics ; https://hal.archives-ouvertes.fr/hal-03203160 ; Human Language Technology. Challenges for Computer Science and Linguistics, 6562, 2011, Lecture Notes in Computer Science, ⟨10.1007/978-3-642-20095-3_44⟩ (2011)
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4	Classification automatique et stratégie d'annotation appliquées à un concept philosophique: la dimension psychologique du concept de LANGAGE dans l'oeuvre de Bergson
	Danis, Jean; MEUNIER, Jean-Guy; Chartier, Jean-François...
	In: JADT 2010 : 10th International Conference on Statistical Analysis of Textual Data ; JADT 2010 ; https://hal.archives-ouvertes.fr/hal-03199845 ; JADT 2010, 2010, Rome, Italie (2010)
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5	Direct Reported Speech in Multilingual Texts: Automatic Annotation and Semantic Categorization
	Alrahabi, Motasem; Desclés, Jean-Pierre; Suh, Jungyeon
	In: Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference ; FLAIRS 2010 ; https://hal.archives-ouvertes.fr/hal-03199844 ; FLAIRS 2010, 2010, Daytona Beach, United States (2010)
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6	Fouille sémantique des thèses en ligne : un projet de Paris-Sorbonne
	Desclés, Jean-Pierre; Le Priol, Florence; Alrahabi, Motasem...
	In: 78e Congrès de l'Association francophone pour le savoir (Acfas) "Traitement automatique des langues naturelles, analyses et applications" ; https://hal.archives-ouvertes.fr/hal-01954101 ; 78e Congrès de l'Association francophone pour le savoir (Acfas) "Traitement automatique des langues naturelles, analyses et applications", May 2010, Montréal, Canada (2010)
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7	Opérations de prise en charge énonciative : assertion, médiatif et modalités dans le discours rapporté direct, en arabe et en français
	Alrahabi, Motasem; Desclés, Jean-Pierre
	In: Methods of lexical analysis, theoretical assumptions and practical applications ; https://hal.archives-ouvertes.fr/hal-03199802 ; Methods of lexical analysis, theoretical assumptions and practical applications, 2009 (2009)
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8	EXCOM : Plate-forme d'annotation sémantique de textes multilingues
	Alrahabi, Motasem; Desclés, Jean-Pierre
	In: Actes de la 16ème conférence sur le Traitement Automatique des Langues Naturelles. ; TALN 2009 ; https://hal.archives-ouvertes.fr/hal-03199846 ; TALN 2009, 2009, Senlis, France ; https://www.aclweb.org/anthology/2009.jeptalnrecital-demonstration.9 (2009)
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9	Automatic Annotation of Direct Reported Speech in Arabic and French, According to a Semantic Map of Enunciative Modalities
	Alrahabi, Motasem; Desclés, Jean-Pierre
	In: Advances in Natural Language Processing. GoTAL 2008. ; 6th International Conference on Natural Language Processing, GoTAL ; https://hal.archives-ouvertes.fr/hal-03199848 ; 6th International Conference on Natural Language Processing, GoTAL, 2008, Gothenburg, Sweden. ⟨10.1007/978-3-540-85287-2_5⟩ (2008)
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10	Semantic Annotation of Reported Information in Arabic
	Alrahabi, Motasem; Ibrahim, Amr Helmy; Desclés, Jean-Pierre
	In: Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, Melbourne Beach, Florida, USA, May 11-13, 2006 ; Flairs 2006 ; https://hal.archives-ouvertes.fr/hal-03199849 ; Flairs 2006, 2006, Melbourne Beach, United States (2006)
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