Decision-making rules based on rough set theory: Decision-making rules based on rough set theory: Decision-making rules based on rough set theory: Creditworthiness case study
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26510%2F14%3APU111531" target="_blank" >RIV/00216305:26510/14:PU111531 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Decision-making rules based on rough set theory: Decision-making rules based on rough set theory: Decision-making rules based on rough set theory: Creditworthiness case study
Original language description
Accurate client (company) information is important for assessing possibility creditworthiness of a client, e.g. in the insurance industry, thus accurate information are not known in real situations. There is always uncertainty in input data which may result in inaccurate decisions. To obtain accurate decision-making rules of client creditworthiness, rough set theory was introduced to obtain knowledge rules for client creditworthiness. Attributes such as type of company, length insurance, insurance penetration, damages (percent) and liquidity (2nd degree) were combined to build a decision table. After unification (discretization and categorization) input value attributes, decision-making rules were calculated through the decision-making rule generationalgorithm based on the rough set theory. A classification based on the generated rules classified the client (company) into creditworthy and uncreditworthy groups. The result of fuzzy logic was used to compare with the classification base
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
AE - Management, administration and clerical work
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Crafting Global Competitive Economies: 2020 Vision Strategic Planning & Smart Implementation
ISBN
978-0-9860419-3-8
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
321-327
Publisher name
International Business Information Management Association (IBIMA)
Place of publication
Milan, Italy
Event location
Milan
Event date
Nov 6, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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