A Decision support system for evaluation of the knowledge sharing crossing boundaries in agri-food value chains

An agri-food value chain (VC) represents a set of activities aimed at delivering highly valuable products to the market. Due to the diversity of actors in the agri-food VCs ́ accumulated knowledge is typically situated within the boundaries of each entity of the VC. Hence, the question is how to imp...

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Autores principales: Boshkoska, Biljana Mileva, Liu, Shaofeng, Zhao, Guoqing, Fernández, Alejandro, Gamboa, Susana, Pino, Mariana del, Zarate, Pascale, Hernández, Jorge, Chen, Huilan
Formato: Articulo Preprint
Lenguaje:Español
Publicado: 2019
Materias:
Ciencias Informáticas
Knowledge Sharing
Knowledge Boundaries
Decision support systems
Agricultural value chain
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/96471
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-96471
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Español
topic Ciencias Informáticas
Knowledge Sharing
Knowledge Boundaries
Decision support systems
Agricultural value chain
spellingShingle Ciencias Informáticas
Knowledge Sharing
Knowledge Boundaries
Decision support systems
Agricultural value chain
Boshkoska, Biljana Mileva
Liu, Shaofeng
Zhao, Guoqing
Fernández, Alejandro
Gamboa, Susana
Pino, Mariana del
Zarate, Pascale
Hernández, Jorge
Chen, Huilan
A Decision support system for evaluation of the knowledge sharing crossing boundaries in agri-food value chains
topic_facet Ciencias Informáticas
Knowledge Sharing
Knowledge Boundaries
Decision support systems
Agricultural value chain
description An agri-food value chain (VC) represents a set of activities aimed at delivering highly valuable products to the market. Due to the diversity of actors in the agri-food VCs ́ accumulated knowledge is typically situated within the boundaries of each entity of the VC. Hence, the question is how to improve knowledge sharing in agri-food VC, or more specifically how can knowledge flow and mobilize among different actors in the VC. To answer this question, we present a decision support system (DSS) for evaluation of knowledge sharing crossing boundaries in agri-food VC. The proposed DSS is developed through two phases: (i) identification of the most common knowledge boundaries by using machine learning and ontology technologies; (ii) transformation of the obtained ontology into a DSS for the evaluation of existing knowledge boundaries. In particular, the developed DSS helps in identifying, evaluating and providing directions for improvement of the knowledge sharing crossing boundaries in agri-food VC. We apply the DSS to evaluate three real VCs: a tomato VC in Argentina, a Chinese leaf VC in China and a brassica VC in the UK. The comparative analysis across the three varied case studies and their evaluation with the proposed DSS lead to more insights into knowledge-based decisions that a particular VC needs to address to improve its knowledge flow, in particular, to obtain insights in the transparency and interoperability of data and knowledge crossing boundaries in agri-food VCs.
format Articulo
Preprint
author Boshkoska, Biljana Mileva
Liu, Shaofeng
Zhao, Guoqing
Fernández, Alejandro
Gamboa, Susana
Pino, Mariana del
Zarate, Pascale
Hernández, Jorge
Chen, Huilan
author_facet Boshkoska, Biljana Mileva
Liu, Shaofeng
Zhao, Guoqing
Fernández, Alejandro
Gamboa, Susana
Pino, Mariana del
Zarate, Pascale
Hernández, Jorge
Chen, Huilan
author_sort Boshkoska, Biljana Mileva
title A Decision support system for evaluation of the knowledge sharing crossing boundaries in agri-food value chains
title_short A Decision support system for evaluation of the knowledge sharing crossing boundaries in agri-food value chains
title_full A Decision support system for evaluation of the knowledge sharing crossing boundaries in agri-food value chains
title_fullStr A Decision support system for evaluation of the knowledge sharing crossing boundaries in agri-food value chains
title_full_unstemmed A Decision support system for evaluation of the knowledge sharing crossing boundaries in agri-food value chains
title_sort decision support system for evaluation of the knowledge sharing crossing boundaries in agri-food value chains
publishDate 2019
url http://sedici.unlp.edu.ar/handle/10915/96471
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