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Smart Societies, Infrastructure, Technologies and Applications. First International Conference, SCITA 2017, Jeddah, Saudi Arabia, November 27–29, 2017, Proceedings

Research Article

Towards a Semantically Enriched Computational Intelligence (SECI) Framework for Smart Farming

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  • @INPROCEEDINGS{10.1007/978-3-319-94180-6_24,
        author={Aasia Khanum and Atif Alvi and Rashid Mehmood},
        title={Towards a Semantically Enriched Computational Intelligence (SECI) Framework for Smart Farming},
        proceedings={Smart Societies, Infrastructure, Technologies and Applications. First International Conference, SCITA 2017, Jeddah, Saudi Arabia, November 27--29, 2017, Proceedings},
        proceedings_a={SCITA},
        year={2018},
        month={7},
        keywords={Smart farming SECI Intelligent agriculture Knowledge-based agriculture},
        doi={10.1007/978-3-319-94180-6_24}
    }
    
  • Aasia Khanum
    Atif Alvi
    Rashid Mehmood
    Year: 2018
    Towards a Semantically Enriched Computational Intelligence (SECI) Framework for Smart Farming
    SCITA
    Springer
    DOI: 10.1007/978-3-319-94180-6_24
Aasia Khanum1,*, Atif Alvi1,*, Rashid Mehmood2,*
  • 1: Forman Christian College (A Chartered University)
  • 2: King Abdul Aziz University
*Contact email: aasiakhanum@fccollege.edu.pk, atifalvi@fccollege.edu.pk, RMehmood@kau.edu.sa

Abstract

This paper advocates the use of Semantically Enriched Computational Intelligence (SECI) for managing the complex tasks of smart farming. Specifically, it proposes ontology-based Fuzzy Logic for dealing with inherent imprecisions and vagueness in the domain of smart farming. The paper highlights various characteristics of SECI that make it a suitable computational technique for smart farming. It also discusses a few aspects out of the huge number of possible applications in smart farming that we are planning to implement with the help of SECI. Further, it shares in detail the implementation and some preliminary results obtained by applying SECI to one specific aspect of smart farming.

Keywords
Smart farming SECI Intelligent agriculture Knowledge-based agriculture
Published
2018-07-26
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-319-94180-6_24
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