TY - JOUR
KW - Collaboration
KW - Case-Based Reasoning
KW - Agents
KW - Diagnosis
AU - Noria Taghezout
AU - Fatima Zohra Benkaddour
AU - Bouabdellah Ascar
AB - In spunlace nonwovens industry, the maintenance task is very complex, it requires experts and operators collaboration. In this paper, we propose a new approach integrating an agent- based modelling with case-based reasoning that utilizes similarity measures and preferences module. The main purpose of our study is to compare and evaluate the most suitable similarity measure for our case. Furthermore, operators that are usually geographically dispersed, have to collaborate and negotiate to achieve mutual agreements, especially when their proposals (diagnosis) lead to a conflicting situation. The experimentation shows that the suggested agent-based approach is very interesting and efficient for operators and experts who collaborate in INOTIS enterprise.
IS - Regular Issue
M1 - 2
N2 - In spunlace nonwovens industry, the maintenance task is very complex, it requires experts and operators collaboration. In this paper, we propose a new approach integrating an agent- based modelling with case-based reasoning that utilizes similarity measures and preferences module. The main purpose of our study is to compare and evaluate the most suitable similarity measure for our case. Furthermore, operators that are usually geographically dispersed, have to collaborate and negotiate to achieve mutual agreements, especially when their proposals (diagnosis) lead to a conflicting situation. The experimentation shows that the suggested agent-based approach is very interesting and efficient for operators and experts who collaborate in INOTIS enterprise.
PY - 2016
SP - 73
EP - 82
T2 - International Journal of Interactive Multimedia and Artificial Intelligence
TI - Novel Agent Based-approach for Industrial Diagnosis: A Combined use Between Case-based Reasoning and Similarity Measure
UR - http://www.ijimai.org/journal/sites/default/files/files/2016/11/ijimai20164_2_11_pdf_12710.pdf
VL - 4
SN - 1989-1660
ER -