Pr. DENNAI, Abdeslem

DENNAI, Abdeslem

LABScore : 1125.66
LABScore depuis 2021 : 467.875

Chef d'équipe de : Informatique en Nuage & Intelligence Artificielle

Informations personnelles

Lieu: BECHAR, ALGERIA
Genre: M
Nom: DENNAI
Prénom: Abdeslem
Prénom en arabe: دناي
Nom en arabe: عبدالسلام
Dérnier diplôme: Habilitation
Année d'obtention du dernier diplôme: 2017
Dérnier grade: Pr.
Année d'obtention du dernier grade: 2022
Statut: P. Et.
Domaine principal: Informatique
Date de début d'affiliation: 2018-04-23
Date de fin d'affiliation: 2024-01-11
Structure de rattachement: U. Béchar
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Identifiant WOS: LIG-4654-2024
Identifiant ORCID: 0000-0003-2133-0765

Production scientifique

    Publications dans des revues

    Publication dans la catégorie A

  • 323, HIRECHE, S., DENNAI, A., , , . & , ,. (2024). Toward a Novel RESTFUL Big Data-Based Urban Traffic Incident Data Web Service for Connected Vehicles. The Computer Journal (OXFORD Academic) (0010-4620)/(1460-2067), 67, 557–580.
  • 311, BENKERZAZ, S., DENNAI, A., , , . & ELMIR, Y. (2023). Advancing Human-Computer Interaction: A Deep Learning Approach to Eye Tracking. Tobacco Regulatory Science (TRS) /(2333-9748), 9, 5229-5239.
  • 310, KHAIR, Y., DENNAI, A., , , . & ELMIR, Y. (2023). Cloud-Based Demand-Responsive Transportation System Using Forecasting Model. Arabian Journal for Science and Engineering (2191-4281)/(2193-567X), 48, 1-15.
  • 303, KHAIR, Y., DENNAI, A., , , . & ELMIR, Y. (2022). Dynamic and elastic monitoring of VMs in cloud environment. The Journal of Supercomputing /(1573-0484), .

    • Publication dans la catégorie B

  • 324, BELABED, M., DENNAI, A., , , . & , ,. (2023). A Double Metan-Semantic Search Model Based on Ontology and Semantic Similarity: Asthma Disease. Journal of Information & Knowledge Management (World Scientific) (0219-6492)/(1793-6926), 22.
  • 322, Bentabet, D., DENNAI, A., , , . & , ,. (2023). Bandwidth Allocation Algorithm for Makespan Optimization in a Fog-Cloud Environment: Monitoring Application. Computer Science Journal of Moldova (1561-4042)/(2587-4330), 31, April..
  • 325, MOUSSAOUI, N., DENNAI, A., , , . & , ,. (2022). OntoBa: Ontology of Biomedical Analysis. Journal of Information & Knowledge Management (0219-6492)/(1793-6926), 21.
  • 298, LAOUFI, A. M., DENNAI, A., , , . & KADI, O. (2021). Numerical modeling of multi-junction solar cell-based CIGS with two sub-cells in parallel using silvaco TCAD. Chalcogenide Letters , 18, 297-301.
  • 326, DENNAI, A., DENNAI, M. Y., , , . & BENSLIMANE, S. M. (2016). Relevant XML Documents, Approach Based on Vectors and weight calculation of Terms. International Journal of Information Technology and Computer Science (MECS Publisher) (2074-9007)/(2074-9015), 8, 16-25.
  • 147, DENNAI, A., BENSLIMANE, S. M., , , . & , ,. (2016). Relevant XML Documents, Approach Based on Vectors and weight calculation of Terms. International Journal of Information Technology and Computer Science(IJITCS) (2074-9007)/(2074-9015), .
  • 328, DENNAI, A., Mohammed, B. S., , , . & , ,. (2015). A New Measure of the Calculation of Semantic Distance between Ontology Concepts. International Journal of Information Technology and Computer Science (MECS Publisher) (2074-9007)/(2074-9015), 7, 48-56.
  • 327, DENNAI, A., BENSLIMANE, S. M., , , . & , ,. (2015). Semantic Indexing of Web Documents Based on Domain Ontology. International Journal of Information Technology and Computer Science (MECS Publisher) (2074-9007)/(2074-9015), 7, 1-11.
  • 176, DENNAI, A., , , ., , , . & , ,. (2015). A New Measure of the Calculation of Semantic Distance between Ontology Concepts. International Journal of Information Technology and Computer Science(IJITCS) (2074-9007)/(2074-9015), .
  • 174, DENNAI, A., , , ., , , . & , ,. (2015). Semantic Indexing of Web Documents Based on Domain Ontology. International Journal of Information Technology and Computer Science(IJITCS) (2074-9007)/(2074-9015), .

    • Publication dans la catégorie C

  • 329, BENKERZAZ, S., ELMIR, Y., , , . & DENNAI, A. (2019). A Study on Automatic Speech Recognition. Journal of Information Technology Review (DLINE Journals) (0976-3511)/(0976-2922), 10, 77-85.
  • 138, BENKERZAZ, S., ELMIR, Y., , , . & DENNAI, A. (2019). A Study on Automatic Speech Recognition. Journal of Information Technology Review (0976-3511)/(0976-2922), 10, 77-85.

    • Ouvrages

    Polycopié édité d’un cours

  • 336, DENNAI, A. (2021). Cloud Computing Cloud Computing Concepts et Principes. UTM BECHAR.
  • 337, DENNAI, A. (2017). 3- Ontologies, Semantic Web and Similarity Measurements. UTM BECHAR.
  • 331, DENNAI, A. & Sidi Mohammed, . (2013). Building a Semantic Index from HTML Pages or XML Documents. The Society of Digital Information and Wireless Communications (SDIWC) indexed in Research Bible.
  • 330, DENNAI, A. & Sidi Mohammed, . (2013). Toward an Update of a Similarity Measurement for a Better Calculation of the Semantic Distance between Ontology Concepts. The Society of Digital Information and Wireless Communications (SDIWC) indexed in Research Bible.

Rayonnement, visibilité et attractivité académique

    Communications aux conférences scientifiques

    Communication à une Conférence Mobile avec actes (2 continents)

  • Docimological Study of the Contribution of Virtual Labs for Teaching Case: Simulation Experiments in Physics, International Conference on New Horizons in Education (INTE 2017), . 2017, http://int-e.net/, DENNAI, A. , .  
  • Relevant Terms and XML Documents Relevant: Research and Extraction, International Science and Technology Conference (ISTEC 2016), . 2016, http://iste-c.net/, DENNAI, A. , .  
  • Classification of Semi-Structured Web Documents - Approach Based on Vectors and weight calculation of Terms -, The Second International Conference on Digital Information Processing, Data Mining, and Wireless Communications(DIPDMWC 2015), . 2015, http://sdiwc.net/conferences/dipdmwc15, DENNAI, A. , .  

    • Conférence Mobile continentale avec actes dans le WOS

  • Latest Developments of Connected Vehicles Pilot Projects: A Survey, The Fifth International Conference on Artificial Intelligence in Renewable Energetic Systems (IC-AIRES 2021), . 2021, https://link.springer.com/chapter/10.1007/978-3-030-92038-8_66, HIRECHE, S., DENNAI, A. & KADRI, B. , .  

    • Communication à une Conférence internationale avec acte

  • Human-Machine Interaction based on Eye Command: Algorithm to detect the movement of the eyes and recognize the command, Forum Intervention of Artificial Intelligence and Its Applications, . 2022, http://dspace.univ-eloued.dz/handle/123456789/10803, BENKERZAZ, S., ELMIR, Y. & DENNAI, A. , .  
  • Intelligent Monitoring System for Solar Street Lights Based on Internet of Things, International Seminar on Mathematics and Computer Science (Online), . 2021, https://www.aneau.org/ajeau/Art/si/AJEAU_V5_SI_N2.pdf, DOUGANI, B. & DENNAI, A. , .  
  • IoT-Based Model for Smart Traffic Lights and Connected Vehicles, International Seminar on Mathematics and Computer Science (Online), . 2021, https://www.aneau.org/ajeau/Art/si/AJEAU_V5_SI_N2.pdf, DOUGANI, B. & DENNAI, A. , .  
  • IoT Cloud System for Street Lights Monitoring Based on Solar Energy Using ESP32, 2nd International Conference on Advanced Computing Applications, . 2021, https://link.springer.com/chapter/10.1007/978-981-16-5207-3_6, Bentabet, D., DENNAI, A. & Sonaskar, S. R. , .  
  • In-Depth MetaN- Search Engine, 9th International Conference on Software Engineering and New Technologies, . 2021, https://www.ijist.net/ICSENT2021/index.html, BELABED, M. & DENNAI, A. , .  
  • Cloud Service Brokerage: A Brief Review, 11th IEEE - ICISAT-International Conference on Information Systems and Advanced Technologies (Online), . 2021, https://www.ijist.net/ICIST2021/, Toufik, S. & DENNAI, A. , .  
  • A Review of Artificial Intelligence Techniques used for Urban Automatic Incident Detection Systems, 9th International Conference on Software and Computer Applications, . 2020, https://dl.acm.org/doi/proceedings/10.1145/3384544, HIRECHE, S. & DENNAI, A. , .  
  • Machine Learning Techniques for Road Traffic Automatic Incident Detection Systems: A Review, 3th International Conference in Artificial Intelligence in Renewable Energetic Systems, . 2019, https://link.springer.com/chapter/10.1007/978-3-030-37207-1_7, HIRECHE, S. & DENNAI, A. , .  
  • Docimological Study of the Contribution of Virtual Labs for Teaching Case: Simulation Experiments in Physics, International Conference on New Horizons in Education, . 2017, , DENNAI, A. , .  
  • Relevant Terms and XML Documents Relevant: Research and Extraction, International Science and Technology Conference, . 2016, , DENNAI, A. , .  
  • Classification of Semi-Structured Web Documents - Approach Based on Vectors and weight calculation of Terms, 2nd International Conference on Digital Information Processing, Data Mining and Wireless Communications, . 2015, , DENNAI, A. & Mohammed, B. S. , .  
  • Building a Semantic Index from HTML Pages or XML Documents, International Conference on Computing Technology and Information Management, . 2014, , DENNAI, A. & Mohammed, B. S. , .  
  • Toward an Update of a Similarity Measurement for a Better Calculation of the Semantic Distance between Ontology Concepts, 2nd International Conference on Informatics Engineering & Information Science ICIEIS’2013, . 2013, , DENNAI, A. & Mohammed, B. S. , .  
  • Extracting Information from HTML Pages or XML Documents Through Semantic Indexing Using a Domain Ontology, 2nd International Conference on Information Systems and Technologies, . 2012, , DENNAI, A. & Mohhamed, B. S. , .  
  • Information extraction from HTML pages or XML documents by a semantic indexing, using domain ontology, 3th International Conference on Multimedia Computing and Systems, . 2012, , DENNAI, A. & Mohammed, B. S. , .  
  • Towards an Update of the Wu and Palmer Measure for Improving the Semantic Distance Calculation, 1st International Conference on Information Systems and Technologies, . 2011, , DENNAI, A. & Sidi Mohammed,. , .  
  • New Version of a Similarity Measure for a Better Calculation of the Semantic Distance Between Concepts in an Ontology, 7th Symposium on Optimization and Information Systems, . 2011, , DENNAI, A. & Mohammed, B. S. , .  

    • Communication à une Conférence internationale avec actes dans le WOS

  • OAIDS: An Ontology-Based Framework for Building an Intelligent Urban Road Traffic Automatic Incident Detection System, 2nd International Conference on Artificial Intelligence and Its Applications (AIAP 2021), . 2021, https://doi.org/10.1007/978-3-030-96311-8_36, HIRECHE, S., DENNAI, A. & KADRI, B. , .  
  • The Contribution of the Neural Network to the Improvement of Speech Recognition, International Conference on Information Systems and Advanced Technologies, . 2021, https://ieeexplore.ieee.org/abstract/document/9678470/, BENKERZAZ, S., ELMIR, Y. & DENNAI, A. , .  
  • An Experimental Performance Evaluation of OpenNebula and Eucalyptus Cloud Platform Solutions, International Conference on Artificial Intelligence in Renewable Energetic Systems, . 2021, https://link.springer.com/chapter/10.1007/978-3-030-92038-8_45, KHAIR, Y., DENNAI, A. & ELMIR, Y. , .  
  • A Survey on Cloud-Based Intelligent Transportation System, International Conference in Artificial Intelligence in Renewable Energetic Systems, . 2020, https://link.springer.com/chapter/10.1007/978-3-030-63846-7_53, KHAIR, Y., DENNAI, A. & ELMIR, Y. , .  
  • A Review of Artificial Intelligence Techniques used for Urban Automatic Incident Detection Systems., 9th International Conference on Software and Computer Applications (ICSCA2020), . 2020, http://www.icsca.org/, HIRECHE, S. & DENNAI, A. , .  

    • Communication à une Conférence nationale avec actes

  • Evaluating the Effect of DSRC Antenna Type on The Basic Safety Message Packet Loss in VANET Simulation, 2nd National Conference on Telecommunications and its Applications, . 2022, , HIRECHE, S. & DENNAI, A. , .  
  • Integration of Simulations into Practical Work (Physical PW), 2nd National Conference on the Pedagogy and la Didactics on Physics, . 2007, , DENNAI, A. , .  

    • Séminaires périodiques (officiels)/Journées d’étude

  • Mashup-Based DaaS-Cloud, 2nd National Conference on Telecommunications and its Applications, . 2022, , BELABED, M. & DENNAI, A. , .  
  • Virtual Labs: Concepts and Tools, International Conference on New Horizons in Education, . 2018, , DENNAI, A. , .  
  • Road Traffic Management System (Review and Synthesis), The 1st Doctoral Students Day-Computer Science 2018 (DSD-CS'2018, . 2018, , HIRECHE, S. & DENNAI, A. , .  
  • Computer-Assisted Teaching (CAT), Electronic Binder, National Study Days on Information and Communication Techniques, . 2006, , DENNAI, A. , .  

    • Membre de jury de DESM, doctorat ou d’habilitation

  • , DOCTORAT, Modèles et mécanismes pour la surveillance des réseaux de capteur sans fil, , . 2021, , DENNAI, A., UTM BECHAR, P.  
  • , DOCTORAT, (MoDELs AND MECHANTSMS FOR THE DETECTTON OF TERRORIST ACTS, , . 2021, , DENNAI, A., UTM BECHAR, P.  

    • Projet

    Projets de Recherche Sectoriels

  • 2015, 2017, , PNRIntegration of the ICT in the professional formation, , , , DENNAI, A. & BOUZAR, M. A.  

    • Projets de Recherche Spécifique: Recherche Appliquée

  • 2019, 2021, , Application of Semantic Web Services in the field of Citizen Health, Electronic Health Management _Cloud Solution_, , , , DENNAI, A., ELMIR, Y., BACHIR, S., BENKERZAZ, S., SALMI, T., HIRECHE, S. et al.  

    • Projets de Recherche Spécifique: Recherche Développement

  • 2021, 2024, , Projet Socio-EconomiApplication des services web sémantiques dans le domaine des analyses médicales _ Solution Cloud _, , , , DENNAI, A., ELMIR, Y., HIRECHE, S., BENKERZAZ, S., SALMI, T. & SAIDI, A.  

    • Projets de Recherche Spécifique: Recherche Formation (projet de thèse, …)

  • (C00L07UN080120220002) 2022, 2023, , PRFUApplication des Services Web Sémantiques dans le Domaine de la Pharmacie au Profit d’Aide à la Décision (Solution Cloud), , , , DENNAI, A., BENALI, K., KHAIR, Y. & BELABED, M.  

    • Président ou membre du CS et/ou du CO d’une conférence ou d’un workshop

    Conférence mobile avec actes

  • , www.ICSCA.org, SC, M, 9th International Conference on Software and Computer Applications (ICSCA 2020), , . 2020, www.ICSCA.org, DENNAI, A..  
  • , www.ICSCA.org, SC, M, 8th International Conference on Software and Computer Applications (ICSCA 2019), , . 2019, www.ICSCA.org, DENNAI, A..  
  • , www.ICSCA.org, SC, M, 7th International Conference on Software and Computer Applications (ICSCA 2018), , . 2018, www.ICSCA.org, DENNAI, A..  
  • , icmit2017.univ-adrar.dz, SC, M, International Conference on Mathematics and Information Technology (ICMIT 2017), , . 2017, icmit2017.univ-adrar.dz, DENNAI, A..  

    • Conférence d’audience internationale avec actes

  • , www.ICSCA.org, SC, M, 10th International Conference on Software and Computer Applications, , . 2023, www.ICSCA.org, DENNAI, A..  
  • , www.ICSCA.org, SC, M, 10th International Conference on Software and Computer Applications, , . 2022, www.ICSCA.org, DENNAI, A..  
  • , www.ICSCA.org, SC, M, 10th International Conference on Software and Computer Applications, , . 2021, www.ICSCA.org, DENNAI, A..  
  • , http://www.icsca.org/, SC, M, 10th International Conference on Software and Computer Applications, , . 2021, http://www.icsca.org/, DENNAI, A..  
  • , , SC, M, 3rd International Conference in Artificial Intelligence in Renewable Energetic Systems, , . 2019, , DENNAI, A..  
  • , www.ICSCA.org, OC, M, 8th International Conference on Software and Computer Applications, , . 2019, www.ICSCA.org, DENNAI, A..  
  • , https://www.archeditech.org, SC, M, The 3rd International Conference on Artificial Intelligence in Renewable Energetic Systems IC-AIRES'2019, , . 2019, https://www.archeditech.org, DENNAI, A..  
  • , www.ICSCA.org, SC, M, 7th International Conference on Software and Computer Applications, , . 2018, www.ICSCA.org, DENNAI, A..  
  • , , SC, M, International Conference on Mathematics and Information Technology, , . 2017, , DENNAI, A..  

    • Conférence nationale ou séminaire périodique

  • , , SC, C, The 1st Doctoral Students Day-Computer Science 2018 (DSD-CS'2018), , . 2018, , DENNAI, A..  

    • Conférence de diffusion de la science et/ou de la vulgarisation

  • , , SC, C, 1st Doctoral Students Day-Computer Science 2018 (DSD-CS’2018), , . 2018, , DENNAI, A..  
  • , , OC, M, Journées Portes Ouvertes sur la Faculté des Sciences Exactes (JFSE 2017), , . 2017, , DENNAI, A..  

    • Mémoires ou thèses dirigés et / ou soutenus

    Thèse de Doctorat / DESM (concerne le candidat membre de l’équipe et le directeur de thèse)

  • , (8), Detection and Prediction of Diseases Based on the Medical Analyses Examination, , . 2022, , Amani, M. & DENNAI, A., , ESTIN BEJAIA.  
  • , Une Gestion Intelligente du Transport Public a la Demande à Base de Cloud, , . 2022, , KHAIR, Y., DENNAI, A. & ELMIR, Y., , Université Tahri Mohamed de Béchar.  
  • , (7), Semantic Web Services Application Based on Cloud Computing in the Biomedicine Field, , . 2018, , MOUSSAOUI, N. & DENNAI, A., , UTM BECHAR.  
  • , (4), IoT and Connected Objects based on Cloud Computing: Cloud of Things, , . 2018, , DOUGANI, B. & DENNAI, A., , UTM BECHAR.  
  • , (3), Mashup of Data as a Service (MDaaS) in Cloud Computing: Asthma Disease, , . 2018, , BELABED, M. & DENNAI, A., , UTM BECHAR.  
  • , (2), Intelligent Cloud-Based On-Demand Public Transport Management, , . 2018, , KHAIR, Y. & DENNAI, A., , UTM BECHAR.  
  • , (6), Human Machine Interaction Based on Computer Audio-Visual, , . 2017, , BENKERZAZ, S. & DENNAI, A., , UTM BECHAR.  
  • , (5), Information Systems Interoperability Based on Cloud Computing, , . 2017, , SALMI, T. & DENNAI, A., , UTM BECHAR.  
  • , (1), Urban Road Traffic Management Based on an Intelligent System, , . 2017, , HIRECHE, S. & DENNAI, A., , UTM BECHAR.  
  • , (6), Application des Services Web Sémantiques à Base Cloud Computing dans le Domaine de la Biomédecine, , , , Nabil, M. & DENNAI, A., , .  
  • , (5), Mashup des Données as a Service (MDaaS) dans un Cloud Computing, , , , Mourad, B. & DENNAI, A., , .  
  • , (4), Internet des Objets (IoT) et les Objets Connectés à Base d’un Cloud Computing : Cloud des Objets, , , , Bentabet, D. & DENNAI, A., , .  
  • , (3), Interopérabilité des Systèmes d’Information à Base d’un Cloud Computing, , , , Toufik, S. & DENNAI, A., , .  
  • , (2), L'interaction homme machine basée sur la vision par ordinateur, , , , Saliha, B. & DENNAI, A., , .  
  • , (1), Gestion d’un Trafic Routier Urbain à Base d’un Système Intelligent, , , , Samia, H. & DENNAI, A., , .  

    • Mémoire PFE [master, ingénieur, science médical] (sujet pris dans le laboratoire)

  • , (10), An Intelligent System for Disease Detection Based on Machine Learning (Case: Diabetes), , . 2024, , ElAmine, A. M. & DENNAI, A., , UTM BECHAR.  
  • , (7), Un modèle d’identification d’un médicament à base d’ontologie, , . 2022, , Mohammed, B. & DENNAI, A., , UTM BECHAR.  
  • , (6), Conception et implémentation d’une ontologie de produits pharmaceutiques au profit d’aide à la décision (Solution Web), , . 2021, , Fatna, L. & DENNAI, A., , .  
  • , (5), Gestion électronique intelligente de la santé du citoyen : Application des services web sémantique, , . 2021, , Saida, Z. & DENNAI, A., , .  
  • , (1), , , . 2020, , LAIREDJ, A. B. & DENNAI, A., 0000-00-00, Tahri Mohamed Univ. de Bechar.  
  • , (4), Utilisation des Requêtes à Base CP-Nets pour un Système de Recherche d’Informations, , . 2018, , Houda, K. & DENNAI, A., , UTM BECHAR.  
  • , (3), Utilisation des Requêtes à Base CP-Nets pour un Système de Recherche d’Informations, , . 2018, , Lakhdar, B. & DENNAI, A., , .  
  • , (6), Utilisation des Requêtes à Base CP-Nets, , . 2018, , BENABDELKARIM, L., KAIL, H. & DENNAI, A., , Université Tahri Mohammed Bechar.  
  • , (2), Simulation d’une Maison Intelligente (Télé Commande et/ou Application Web), , . 2017, , Ismail, Z. A. & DENNAI, A., , UTM BECHAR.  
  • , (1), Simulation d’une Maison Intelligente (Télé Commande et/ou Application Web), , . 2017, , Boubeckeur, K. & DENNAI, A., , UTM BECHAR.  
  • , (5), Simulation d’une maison intelligente (Télécommande et/ou Application Web), , . 2017, , ZEGHAMRI, I., KEDDOUCI, B. & DENNAI, A., , Université Tahri Mohammed Bechar.  
  • , (4), Setting up a private cloud, , . 2016, , Manouni, M., CHEKHNABA, M. & DENNAI, A., , Université Tahri Mohammed Bechar.  
  • , (1), Semantic Web Services For Medical Analysis, , . 2016, , BOUAM, A., LAIREDJ, S. & DENNAI, A., , Université Tahri Mohammed Bechar.  
  • , (3), Taxinomie de documents web semi structurés à base de vecteurs pondérés, , . 2015, , Yassine, D. M. & DENNAI, A., , Université Tahri Mohammed Bechar.  
  • , (2), Approche de fusion d’ontologies : Cas de deux ontologies OWL-DL, , . 2015, , CHANI, A. & DENNAI, A., , Université Tahri Mohammed Bechar.  
  • , (7), Internet des Objets (IoT) et les Objets Connectés à Base d’un Cloud Computing : Cloud des Objets, , , , KHAIR, Y. & DENNAI, A., , .  

Adéquation et interactions avec l’environnement économique, culturel et social

    Partenariat avec le secteur socio-économique

    Convention (avenant)

  • , Université DJILLALI LIABES Sidi BelAbbes, Formation Doctorale, DENNAI, A. 2018, .  
  • , Université DJILLALI LIABES Sidi BelAbbes, Formation Doctorale, DENNAI, A. 2017, .  
  • , Laboratoire d'Analyses Médicales "DAHAM", Projet : Application des Services Web Sémantiques dans le Domaine des Analyses Médicales _Solution Cloud_, DENNAI, A. 2019, .  
  • , CASNOS, Projet : Application des Services Web Sémantiques dans le Domaine des Analyses Médicales _Solution Cloud_, DENNAI, A. 2019, .  
  • , CNAS, Projet : Application des Services Web Sémantiques dans le Domaine des Analyses Médicales _Solution Cloud_, DENNAI, A. 2019, .