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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
An
Evaluation Of Parchments’ Degradation A Hybrid Approach |
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Authors: |
Jose Neves, Jose
Machado, Guida Gomes, Sergio Sousa, Daniela Tereso, Ana Coelho, Ana Teresa Caldeira,
Antonio Pereira, Antonio Candeias, Henrique Vicente |
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Published in:
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(2015).ECMS 2015 Proceedings edited
by: Valeri M. Mladenov, Grisha Spasov, Petia Georgieva, Galidiya Petrova, European
Council for Modeling and Simulation. doi:10.7148/2015 ISBN:
978-0-9932440-0-1 29th
European Conference on Modelling and Simulation, Albena (Varna), Bulgaria,
May 26th – 29th,
2015 |
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Citation
format: |
Jose Neves, Jose
Machado, Guida Gomes, Sergio Sousa, Daniela Tereso, Ana Coelho, Ana Teresa Caldeira,
Antonio Pereira, Antonio Candeias, Henrique Vicente
(2015). An Evaluation Of Parchments’ Degradation A Hybrid Approach, ECMS 2015
Proceedings edited by: Valeri M. Mladenov, Petia Georgieva, Grisha Spasov, Galidiya Petrova European
Council for Modeling and Simulation. doi:10.7148/2015-0492 |
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DOI: |
http://dx.doi.org/10.7148/2015-0492 |
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Abstract: |
Parchment stands for a multifaceted material
made from animal skin, which has been used for centuries as a writing support
or as bookbinding. Due to the historic value of objects made of parchment,
understanding their degradation and their condition is of utmost importance
to archives, libraries and museums, i.e., the assessment of parchment
degradation is mandatory, although it is hard to do with traditional
methodologies and tools for problem solving. Hence, in this work we will
focus on the development of a hybrid decision support system, in terms of its
knowledge representation and reasoning procedures, under a formal framework
based on Logic Programming, complemented with an approach to computing centered
on Artificial Neural Networks, to evaluate Parchment Degradation and the
respective Degree-of-Confidence that one has on such a happening. |
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