Analysis of faults fixing system using rough sets: A case study in large-scale telecommunication company (telecom egypt)

作者: O. E. Emam , M. S. Farhan , A. A. Abohany

DOI: 10.1109/ICENCO.2017.8289822

关键词: Strategic planningComputer scienceRough setInformation systemTelecommunicationsDecision rule

摘要: Rough Set Theory (RST) is a data mining approach which can be used to handle uncertainty emphasized in decision making and presented valuable for rule extraction from data. The main purpose of this paper Faults Fixing System (FFS) analysis using rough sets. First, it formulates the FFS frame condition attributes. Second, indiscernibility relation collects objects that are identical together into equivalence classes, enabling generating reducts, according areas, extracting rules. Finally, suggested implemented on Telecom Egypt Company, Sharkia Governorate branch, as case study. results proposed methodology could support strategic planning labor force redistribution.

参考文章(18)
Yiyu Yao, Bing Zhou, Two Bayesian approaches to rough sets European Journal of Operational Research. ,vol. 251, pp. 904- 917 ,(2016) , 10.1016/J.EJOR.2015.08.053
Yiyu Yao, Yanhong She, Rough set models in multigranulation spaces Information Sciences. ,vol. 327, pp. 40- 56 ,(2016) , 10.1016/J.INS.2015.08.011
Alex Sandro Aguiar Pessoa, Stephan Stephany, An Innovative Approach for Attribute Reduction in Rough Set Theory Intelligent Information Management. ,vol. 2014, pp. 223- 239 ,(2014) , 10.4236/IIM.2014.65022
Tian-Wei Sheu, Tzu-Liang Chen, Ching-Pin Tsai, Jian-Wei Tzeng, Cing-Ping Deng, Masatake Nagai, Analysis of Students’ Misconception Based on Rough Set Theory Journal of Intelligent Learning Systems and Applications. ,vol. 2013, pp. 67- 83 ,(2013) , 10.4236/JILSA.2013.52008
Kazimierz Zaras, Jean-Charles Marin, Bryan Boudreau-Trude, Dominance-Based Rough Set Approach in Selection of Portfolio of Sustainable Development Projects American Journal of Operations Research. ,vol. 2, pp. 502- 508 ,(2012) , 10.4236/AJOR.2012.24059
Jean-Charles Marin, Kazimierz Zaras, Bryan Boudreau-Trudel, Use of the Dominance-Based Rough Set Approach as a Decision Aid Tool for the Selection of Development Projects in Northern Quebec Modern Economy. ,vol. 05, pp. 723- 741 ,(2014) , 10.4236/ME.2014.57067
Yiyu Yao, Three-way decisions with probabilistic rough sets Information Sciences. ,vol. 180, pp. 341- 353 ,(2010) , 10.1016/J.INS.2009.09.021
Jia Qiu, Ruisheng Wang, Wenjing Li, Use of Rough Sets Theory in Point Cluster and River Network Selection Journal of Geographic Information System. ,vol. 6, pp. 209- 219 ,(2014) , 10.4236/JGIS.2014.63020