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

Aasia Khanum; Atif Alvi; Rashid Mehmood

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