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Pregled bibliografske jedinice broj: 362136

Data quality in finances and its impact on credit risk management and CRM integration

Nadinić, Berislav; Kalpić, Damir
Data quality in finances and its impact on credit risk management and CRM integration // Third International Conference on Software and Data Technologies (ICSOFT 2008) ; Vol. ISDM-ABF / Cordeiro, Jose ; Ranchordas, AlpeshKumar (ur.).
Porto: INSTICC, 2008. str. 327-331 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 362136 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Data quality in finances and its impact on credit risk management and CRM integration

Autori
Nadinić, Berislav ; Kalpić, Damir

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Third International Conference on Software and Data Technologies (ICSOFT 2008) ; Vol. ISDM-ABF / Cordeiro, Jose ; Ranchordas, AlpeshKumar - Porto : INSTICC, 2008, 327-331

ISBN
978-989-8111-57-9

Skup
International Conference on Software and Data Technologies, Special Session on Applications in Banking and Financing (3 ; 2008)

Mjesto i datum
Porto, Portugal, 05.07.2008. - 08.07.2008

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Basel II; CRM; Data Quality; data mining; standardization; validation; framework

Sažetak
Basel II Capital Accord and increased competition on the financial market are responsible for creation of repositories of aggregated, customer centric historical data used for internal credit risk model development and CRM initiatives in banks. This paper discusses the effect of data quality on development of internal rating models and customer churn models, as well as potential improvements in this regard. A comprehensive framework for data quality improvement and monitoring in financial institutions is proposed, taking into account the Basel II requirements for data quality as well as requirements of customer centric retention campaigns.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA

Projekti:
036-0361983-2022 - Održivi razvoj informacijskih sustava (Fertalj, Krešimir, MZO ) ( CroRIS)
036-0361983-3137 - Optimiranje i upravljanje rizicima u informacijskim sustavima (Kalpić, Damir, MZOS ) ( CroRIS)

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Berislav Nadinić (autor)

Avatar Url Damir Kalpić (autor)

Citiraj ovu publikaciju:

Nadinić, Berislav; Kalpić, Damir
Data quality in finances and its impact on credit risk management and CRM integration // Third International Conference on Software and Data Technologies (ICSOFT 2008) ; Vol. ISDM-ABF / Cordeiro, Jose ; Ranchordas, AlpeshKumar (ur.).
Porto: INSTICC, 2008. str. 327-331 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Nadinić, B. & Kalpić, D. (2008) Data quality in finances and its impact on credit risk management and CRM integration. U: Cordeiro, J. & Ranchordas, A. (ur.)Third International Conference on Software and Data Technologies (ICSOFT 2008) ; Vol. ISDM-ABF.
@article{article, author = {Nadini\'{c}, Berislav and Kalpi\'{c}, Damir}, year = {2008}, pages = {327-331}, keywords = {Basel II, CRM, Data Quality, data mining, standardization, validation, framework}, isbn = {978-989-8111-57-9}, title = {Data quality in finances and its impact on credit risk management and CRM integration}, keyword = {Basel II, CRM, Data Quality, data mining, standardization, validation, framework}, publisher = {INSTICC}, publisherplace = {Porto, Portugal} }
@article{article, author = {Nadini\'{c}, Berislav and Kalpi\'{c}, Damir}, year = {2008}, pages = {327-331}, keywords = {Basel II, CRM, Data Quality, data mining, standardization, validation, framework}, isbn = {978-989-8111-57-9}, title = {Data quality in finances and its impact on credit risk management and CRM integration}, keyword = {Basel II, CRM, Data Quality, data mining, standardization, validation, framework}, publisher = {INSTICC}, publisherplace = {Porto, Portugal} }

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