IoT and Cloud Enabled Evidence-Based Smart Decision-Making Platform for Precision Livestock Farming

2020 ◽  
pp. 570-582
Author(s):  
Yukang Han ◽  
Jinchang Ren ◽  
Qiming Zhu ◽  
David Barclay ◽  
James Windmill
Keyword(s):  
Decision Making ◽  
Evidence Based ◽  
Livestock Farming ◽  
Precision Livestock Farming

scholarly journals Architecture for Decision Support in Precision Livestock Farming

2021 ◽  
Author(s):  
Jonas S. Gomes ◽  
José Maria N. David ◽  
Regina Braga ◽  
Victor Ströele ◽  
Wagner Arbex ◽  
...  
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Contextual Information ◽  
Heterogeneous Data ◽  
Decision Making Process ◽  
Livestock Farming ◽  
Precision Livestock Farming ◽  
Livestock Farms ◽  
Integrate Data ◽  
Support Decision Making

The use of sensors in the agricultural domain generates a massive volume of heterogeneous data that must be treated, stored, and processed for decision-making. These decisions must be taken considering the diversity of devices and contextual information, which is often not considered but is important to the decision-making process. This paper presents an architecture to integrate data from sensors related to precision livestock farms. The integration and processing of these data can support decision-making, lead to more accurate results and enhance agribusiness sustainability.

Abstraction: An alternative neurocognitive account of recognition, prediction, and decision making

2020 ◽  
Vol 43 ◽  
Author(s):  
Valerie F. Reyna ◽  
David A. Broniatowski
Keyword(s):  
Decision Making ◽  
Software Engineering ◽  
Systems Engineering ◽  
Evidence Based ◽  
Extensive Literature ◽  
Trace Theory ◽  
Fuzzy Trace Theory ◽  
Abstract Representations ◽  
Technical Systems

Abstract Gilead et al. offer a thoughtful and much-needed treatment of abstraction. However, it fails to build on an extensive literature on abstraction, representational diversity, neurocognition, and psychopathology that provides important constraints and alternative evidence-based conceptions. We draw on conceptions in software engineering, socio-technical systems engineering, and a neurocognitive theory with abstract representations of gist at its core, fuzzy-trace theory.

Debates in Dysphagia Management: How Do You Use Evidence-Based Practice in Your Dysphagia Patient Care?

2011 ◽  
Vol 20 (4) ◽  
pp. 121-123
Author(s):  
Jeri A. Logemann
Keyword(s):  
Decision Making ◽  
Patient Care ◽  
Clinical Outcomes ◽  
Clinical Judgment ◽  
Clinical Decision Making ◽  
Evidence Based Practice ◽  
Clinical Decision ◽  
Evidence Based ◽  
Clinical Method ◽  
Do So

Evidence-based practice requires astute clinicians to blend our best clinical judgment with the best available external evidence and the patient's own values and expectations. Sometimes, we value one more than another during clinical decision-making, though it is never wise to do so, and sometimes other factors that we are unaware of produce unanticipated clinical outcomes. Sometimes, we feel very strongly about one clinical method or another, and hopefully that belief is founded in evidence. Some beliefs, however, are not founded in evidence. The sound use of evidence is the best way to navigate the debates within our field of practice.

Evidence-based Assessment

2010 ◽  
pp. 76-98
Author(s):  
John Hunsley ◽  
Eric J. Mash
Keyword(s):  
Decision Making ◽  
Clinical Assessment ◽  
Assessment Process ◽  
Evidence Based ◽  
The Past ◽  
Specific Assessment ◽  
The Many ◽  
Selection Of ◽  
Made In

Evidence-based assessment relies on research and theory to inform the selection of constructs to be assessed for a specific assessment purpose, the methods and measures to be used in the assessment, and the manner in which the assessment process unfolds. An evidence-based approach to clinical assessment necessitates the recognition that, even when evidence-based instruments are used, the assessment process is a decision-making task in which hypotheses must be iteratively formulated and tested. In this chapter, we review (a) the progress that has been made in developing an evidence-based approach to clinical assessment in the past decade and (b) the many challenges that lie ahead if clinical assessment is to be truly evidence-based.

Statistical formats to optimize evidence-based decision making: A behavioral approach

2014 ◽  
Vol 67 (5) ◽  
pp. 790-794 ◽  
Author(s):  
Iván Arribas ◽  
Irene Comeig ◽  
Amparo Urbano ◽  
José Vila
Keyword(s):  
Decision Making ◽  
Behavioral Approach ◽  
Evidence Based ◽  
Evidence Based Decision Making

scholarly journals Sustainability Assessment and Agricultural Supply Chains Evidence-Based Multidimensional Analyses as Tools for Strategic Decision-Making—The Case of the Pineapple Supply Chain in Benin

2021 ◽  
Vol 13 (4) ◽  
pp. 2060
Author(s):  
Doriane Desclee ◽  
David Sohinto ◽  
Freddy Padonou
Keyword(s):  
Decision Making ◽  
Sustainable Development ◽  
Developing Countries ◽  
Supply Chains ◽  
Agricultural Sector ◽  
Sustainability Assessment ◽  
Assessment Tools ◽  
Strategic Decision ◽  
Evidence Based ◽  
Agricultural Supply

Contributing to Sustainable Development Goals and Agenda 2030 is a shared objective of all institutions and people. The challenges differ according to the characteristics of every context. In developing countries, strongly dependent on the agricultural sector, agricultural supply chains are recognized as crucial for economic growth and enablers for livelihood improvement. Moreover, sustainable development issues are correlated and can meet in agricultural supply chains. For several decades, parallel to decision-makers, the research community has elaborated sustainability assessment tools. Such tools evolved to fit with actuality, but it is challenging to find decision-making support tools for sustainable development adequate in agricultural supply chains and developing countries contexts. There is a necessity to define evidence-based tools and exhaustive analytical frameworks according to sustainability multidimensionality and strategical tradeoffs necessity. The VCA4D method aims to go beyond the limits of previous methods. It proposes a combination of multidisciplinary analytical tools applied empirically to analyze agricultural supply chains in their context. It provides evidence-based analytical results allowing to identify enablers for strategic sustainable and inclusive interventions. However, to even better meet contextual exhaustiveness’s expectations and indicators’ robustness to lead to relevant interventions, we should insist on a stricter framing of contextual data collection processes.

scholarly journals Prioritising CAP Intervention Needs: An Improved Cumulative Voting Approach

2021 ◽  
Vol 13 (7) ◽  
pp. 3997
Author(s):  
Roberto Cagliero ◽  
Francesco Bellini ◽  
Francesco Marcatto ◽  
Silvia Novelli ◽  
Alessandro Monteleone ◽  
...  
Keyword(s):  
Decision Making ◽  
Planning Process ◽  
Strategic Plan ◽  
Evidence Based ◽  
Agricultural Activities ◽  
Agriculture Policy ◽  
Implementation Model ◽  
National Strategic Plan ◽  
Cumulative Voting ◽  
Regional Authorities

The process to define the 2023–2027 Common Agriculture Policy (CAP) is underway. The implementation model governing the process requires each EU Member State to design a National Strategic Plan to deliver operational actions exploiting the synergies under the two pillars of the policy. Each Plan must be built from an evidence-based needs assessment that undergoes rigorous prioritisation and planning to create comprehensive, integrated, and achievable interventions. In Italy, the success of this planning process requires all interested stakeholders to generate options for the regional authorities who plan, manage, and legislate agricultural activities. This research proposes a decision-making technique, based on the cumulative voting approach, that can be used effectively when multiple persons from different backgrounds and perspectives are engaged in problem-solving and needs prioritisation. The results indicate that the model can be applied both theoretically and practically to prioritise Strategic Plan needs that involve national and regional authorities. Validation of the model allows it to be used in the next consultative processes and for expansion to socioeconomic stakeholders.

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