ANFIS to Quantify Maintenance Cost of IT Services in Telecommunication Company

L. Moradi, Reza Ehteshamrasi
{"title":"ANFIS to Quantify Maintenance Cost of IT Services in Telecommunication Company","authors":"L. Moradi, Reza Ehteshamrasi","doi":"10.5772/INTECHOPEN.82827","DOIUrl":null,"url":null,"abstract":"The maintenance cost predication of information technology (IT) regarding their important role and well-time availability in organization is valuable for IT managers. Therefore their decision originated from the predication might be great effect on organizational budgeting, planning, and strategy management. In this regard, having enough knowledge of IT system behavior and their cost forecasting may help IT managers to develop their organization. In this chapter, adaptive neuro-fuzzy inference system (ANFIS) with capability of modeling and predication is introduced, respectively, for quantifying information technology services and their maintenance cost in one of the telecommunication companies in Iran. Because of easy accessibility in finding parameters and also prevention from the complexity of information resulting from some available services in case study organization, automation services are selected by author as kind of user-involved and widely used in finding and studying on the variable data for implementation of the model.","PeriodicalId":170071,"journal":{"name":"Maintenance Management","volume":"60 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Maintenance Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5772/INTECHOPEN.82827","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

The maintenance cost predication of information technology (IT) regarding their important role and well-time availability in organization is valuable for IT managers. Therefore their decision originated from the predication might be great effect on organizational budgeting, planning, and strategy management. In this regard, having enough knowledge of IT system behavior and their cost forecasting may help IT managers to develop their organization. In this chapter, adaptive neuro-fuzzy inference system (ANFIS) with capability of modeling and predication is introduced, respectively, for quantifying information technology services and their maintenance cost in one of the telecommunication companies in Iran. Because of easy accessibility in finding parameters and also prevention from the complexity of information resulting from some available services in case study organization, automation services are selected by author as kind of user-involved and widely used in finding and studying on the variable data for implementation of the model.
ANFIS量化电信公司IT服务维护成本
信息技术(IT)在组织中的重要作用和良好可用性的维护成本预测对IT经理来说是有价值的。因此,他们基于预测的决策可能对组织的预算、计划和战略管理产生重大影响。在这方面,对IT系统行为和成本预测有足够的了解可以帮助IT经理发展他们的组织。在本章中,分别介绍了具有建模和预测能力的自适应神经模糊推理系统(ANFIS),用于量化伊朗某电信公司的信息技术服务及其维护成本。由于案例研究组织中一些可用的服务容易查找参数,也避免了信息的复杂性,作者选择了自动化服务作为一种用户参与的服务,广泛用于查找和研究模型实现的变量数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信