Classification of Clients on the Basis of Modifying Case-Based Reasoning Algorithms

被引：0

作者：

Mezera, Filip ^{[1
]}

Krupka, Jiri ^{[1
]}

机构：

[1] Univ Pardubice, Fac Econ & Adm, Inst Syst Engn & Informat, Studentska 84, Pardubice 53210, Czech Republic

来源：

MAN-MACHINE INTERACTIONS 5, ICMMI 2017 | 2018年 / 659卷

关键词：

Aging of cases; Base clearing; Case-based reasoning; Clients' classification; Customer relationship management; AIR-QUALITY; ISSUES; MODEL;

D O I：

10.1007/978-3-319-67792-7_31

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This article deals with client's classification possibilities for trade companies. One of the options for dealing with classification is to use Case-based Reasoning method. The proposed modified algorithm clears cases base, it eliminates invalid data and out-dated data from the time point of view. Hill-climbing algorithm is used for this. Classification results achieved by means of modified algorithm are compared with other classification methods such as Neuron Networks, Top Down Induction Decision Trees and Logistic Regression.

引用

页码：311 / 319

页数：9

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