An Ontology-Based Monitoring System in Vineyards of the Burgundy Region

被引:5
|
作者
Mouakher, Amira [1 ]
Belkaroui, Rami [1 ]
Bertaux, Aurelie [1 ]
Labbani, Ouassila [1 ]
Hugol-Gential, Clementine [2 ]
Nicolle, Christophe [1 ]
机构
[1] Univ Burgundy Franche Comte, CIAD, EA7533, F-21000 Dijon, France
[2] Univ Burgundy Franche Comte, CIMEOS, EA4177, F-21000 Dijon, France
关键词
Vine life cycle; WSN; monitoring system; smart viticulture; ontology; association rules mining; MINING ASSOCIATION RULES; ALGORITHM;
D O I
10.1109/WETICE.2019.00070
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Given the France's rich wine heritage as well as its pioneering position as the world's second wine producer, the production of high quality wines plays a role of primary importance. The recent development of IOT and efficient big data processing has been shown to provide purposeful issue to permanent monitoring during the entire wine making process. Standing within this trend, we introduce in this paper an intelligent system for vineyards monitoring in the Burgundy region. The main trust of the proposed system relies on the use of the SWRL rules in WINECLOUD ontology. The design of the ontology is mainly based on information gathered from interviews with wine growers. In addition, sensor data is also collected and used to feed the ontology after being processed. The system is used in the aim to have better grape quality with an improved vineyard management. To do so, association rules are extracted from the collected data aiming to provide useful knowledge to forecast vine diseases.
引用
收藏
页码:307 / 312
页数:6
相关论文
共 50 条
  • [1] An ontology-based healthcare monitoring system in the Internet of Things
    Titi, Sondes
    Ben Elhadj, Hadda
    Chaari, Lamia
    [J]. 2019 15TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2019, : 319 - 324
  • [2] Ontology-based system for patient monitoring with connected objects
    Rhayem, Ahlem
    Mhiri, Mohamed Ben Ahmed
    Ben Salah, Mayssa
    Gargouri, Faiez
    [J]. KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS, 2017, 112 : 683 - 692
  • [3] Ontology-Based Monitoring of Dynamic Systems
    Baader, Franz
    [J]. FOURTEENTH INTERNATIONAL CONFERENCE ON THE PRINCIPLES OF KNOWLEDGE REPRESENTATION AND REASONING, 2014, : 677 - 680
  • [4] An Ontology-based LBS System
    Liu, Dong
    Chen, Junliang
    Guo, Jie
    [J]. 2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 4973 - 4976
  • [5] Ontology-Based Information System
    Zviedris, Martins
    Romane, Aiga
    Barzdins, Guntis
    Cerans, Karlis
    [J]. SEMANTIC TECHNOLOGY, 2014, 8388 : 33 - 47
  • [6] Ontology-Based mediation system
    Maiz, Nora
    Boussaid, Omar
    Bentayeb, Fadila
    [J]. LEADING THE WEB IN CONCURRENT ENGINEERING: NEXT GENERATION CONCURRENT ENGINEERING, 2006, 143 : 181 - 189
  • [7] Ontology-based edutainment system
    Kim, Cheol Min
    Kim, Hye Sun
    Kim, Seong Baeg
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006, PT 1, 2006, 3980 : 288 - 297
  • [8] An ontology-based monitoring system for multi-source environmental observations
    Masmoudi, Maroua
    Ben Lamine, Sana Ben Abdallah
    Zghal, Hajer Baazaoui
    Karray, Mohamed Hedi
    Archimede, Bernard
    [J]. KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KES-2018), 2018, 126 : 1865 - 1874
  • [9] Developing an Ontology-Based Cold Chain Logistics Monitoring and Decision System
    Wang, Yujun
    Yi, Jianjun
    Zhu, Xiaomin
    Luo, Jinlong
    Ji, Baiyang
    [J]. JOURNAL OF SENSORS, 2015, 2015
  • [10] Mobile Ontology-based Reasoning and Feedback (MORF) Health Monitoring System
    Docksteader, Luke
    Benlamri, Rachid
    [J]. 2008 THIRD INTERNATIONAL CONFERENCE ON DIGITAL INFORMATION MANAGEMENT, VOLS 1 AND 2, 2008, : 897 - 901