Big Data in Smart Farming – A review
TLDR
In this paper, the authors present a review of the state-of-the-art of Big Data applications in Smart Farming and identify the related socio-economic challenges to be addressed.About:
This article is published in Agricultural Systems.The article was published on 2017-05-01 and is currently open access. It has received 1477 citations till now. The article focuses on the topics: Big data & Supply chain.read more
Citations
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Journal ArticleDOI
A survey on smart farming data, applications and techniques
TL;DR: In this article , a survey of smart farming big data applications is presented, which highlights various types of big data generated through smart farming and makes a broad categorization of such data and identifies the principal big data and machine learning techniques that are utilized in smart farming data analysis.
Journal ArticleDOI
Increasing profitability and monitoring environmental performance: a case study in the agri-food industry through an edge-iot platform
María E. Pérez-Pons,Marta Plaza-Hernández,Ricardo S. Alonso,Javier Parra-Domínguez,Javier Prieto +4 more
TL;DR: This work presents a real scenario for making farms more profitable and sustainable through the analysis of the Data Envelopment Analysis and the application of the Internet of Things and Edge Computing, and shows that including the costs of edge and non-edge data transfer have an impact on the efficiency.
Journal ArticleDOI
Transform or Perish: Preparing the Business for a Postpandemic Future
Ismail Bulent Gurbuz,Gulay Ozkan +1 more
TL;DR: In this article, the authors present a road map for the post-Covid-19 world, based on the example of the agriculture and food sector, and provide managers, decision-makers, and team leaders with the road map.
Dissertation
Stimuler la conception distribuée de systèmes agroécologiques par l’étude de pratiques innovantes d’agriculteurs
TL;DR: In this article, a panorama d'initiatives contemporaines, nous montrons qu'il existe different manieres d'etudier des pratiques innovantes d'agriculteurs and nous proposons une maniere d'organiser cette diversite.
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An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth
Bashar Alhnaity,Stefanos Kollias,Georgios Leontidis,Shouyong Jiang,Bert Schamp,Simon Pearson +5 more
TL;DR: In this article, an encoder-decoder framework is developed using Long Short Term Memory (LSTM) and an attention mechanism is proposed for modeling long-term dependencies in the time series data.
References
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Competitive advantage: creating and sustaining superior performance
TL;DR: Porter's concept of the value chain disaggregates a company into "activities", or the discrete functions or processes that represent the elemental building blocks of competitive advantage as discussed by the authors, has become an essential part of international business thinking, taking strategy from broad vision to an internally consistent configuration of activities.
Book
Competitive Advantage: Creating and Sustaining Superior Performance
TL;DR: Porter's concept of the value chain disaggregates a company into "activities", or the discrete functions or processes that represent the elemental building blocks of competitive advantage as mentioned in this paper, has become an essential part of international business thinking, taking strategy from broad vision to an internally consistent configuration of activities.
Book
Process Innovation: Reengineering Work Through Information Technology
TL;DR: In this article, Davenport provides numerous examples of firms that have succeeded or failed in combining business change and technology initiatives and highlights the roles of new organizational structures and human resource programs in developing process innovation.
Posted Content
The Mechanisms of Governance
TL;DR: The Mechanisms of Governance as discussed by the authors is an important work in the field of transaction cost economics, a branch of the New Institutional Economics with which Oliver Williamson is especially associated.
Book
The mechanisms of governance
TL;DR: The Mechanisms of Governance as discussed by the authors is an important work in the field of transaction cost economics, a branch of the New Institutional Economics with which Oliver Williamson is especially associated.