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Authors: Evelina Giacchi ; Aurelio La Corte and Eleonora Di Pietro

Affiliation: University of Catania, Italy

Keyword(s): Context-Aware, Dynamism, Knowledge Transfer, Knowledge Learning, Decision Making, Social Networks, Confidence.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Bioinformatics ; Biomedical Engineering ; Cloud Computing ; Collaboration and e-Services ; Data Communication Networking ; e-Business ; Enterprise Information Systems ; Information Systems ; Methodologies and Technologies ; Operational Research ; Platforms and Applications ; Social Networks ; Soft Computing ; Telecommunications ; Visualization

Abstract: All the processes taking place in a social network are characterised by dynamism, complexity and contextdependence. Processes involving knowledge have these features. The intrinsic characteristic of knowledge is represented by the value that it can generate in a network, due to its constant and continuous rate of growth. In a heterogeneous network not all the nodes have similar knowledge levels. Furthermore, not all the connections have the same importance. In order to consider knowledge as a resource and not as an obstacle, it is admittable that nodes can decide individually with whom transfer knowledge. Using a context-aware decision making perspective and considering each single node as a decision maker that has to decide in a particular context whether accept the transfer or not, it will be helpful to understand how and why certain mechanisms and behavioural patterns arise. In this paper, the proposed model considers the process of knowledge transfer as a decision making one, whe re each alternative, one of the nodes neighbor that wants to transfer knowledge, has an evaluation on the basis of two criteria, knowledge distance and confidence. Their values are dynamically updated at each time step on the basis of the quality of the knowledge transferred. (More)

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Paper citation in several formats:
Giacchi, E.; La Corte, A. and Di Pietro, E. (2016). A Dynamic and Context-aware Model of Knowledge Transfer and Learning using a Decision Making Perspective. In Proceedings of the 1st International Conference on Complex Information Systems - COMPLEXIS; ISBN 978-989-758-181-6; ISSN 2184-5034, SciTePress, pages 66-73. DOI: 10.5220/0005877300660073

@conference{complexis16,
author={Evelina Giacchi. and Aurelio {La Corte}. and Eleonora {Di Pietro}.},
title={A Dynamic and Context-aware Model of Knowledge Transfer and Learning using a Decision Making Perspective},
booktitle={Proceedings of the 1st International Conference on Complex Information Systems - COMPLEXIS},
year={2016},
pages={66-73},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005877300660073},
isbn={978-989-758-181-6},
issn={2184-5034},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Complex Information Systems - COMPLEXIS
TI - A Dynamic and Context-aware Model of Knowledge Transfer and Learning using a Decision Making Perspective
SN - 978-989-758-181-6
IS - 2184-5034
AU - Giacchi, E.
AU - La Corte, A.
AU - Di Pietro, E.
PY - 2016
SP - 66
EP - 73
DO - 10.5220/0005877300660073
PB - SciTePress