Alternative Data Sources and Psychometric Scales Supported Credit Scoring Models
| dc.contributor.author | Şahin, Türkay | |
| dc.contributor.author | Filiz, Gözde | |
| dc.contributor.author | Çakar, Tuna | |
| dc.contributor.author | Özvural, Özden Gebizlioğlu | |
| dc.contributor.author | Nicat, Şahin | |
| dc.date.accessioned | 2023-10-18T12:06:11Z | |
| dc.date.available | 2023-10-18T12:06:11Z | |
| dc.date.issued | 2023 | |
| dc.department | Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü | en_US |
| dc.description.WoSDocumentType | Proceedings Paper | |
| dc.description.WoSIndexDate | 2023 | en_US |
| dc.description.WoSInternationalCollaboration | Uluslararası işbirliği ile yapılmayan - HAYIR | en_US |
| dc.description.WoSPublishedMonth | Ekim | en_US |
| dc.description.WoSYOKperiod | YÖK - 2022-23 | en_US |
| dc.description.abstract | This study aims to evaluate individuals with limited access to banking services and enhance credit scoring models with alternative data sources. A psychometric-based credit scoring model was developed and tested. Despite limited data, significant potential findings were obtained. However, clarification of the distinction between credit payment intention and ability and validation of the results with more data are necessary. | en_US |
| dc.description.sponsorship | IEEE,TUBITAK BILGEM,Turkcell | en_US |
| dc.description.woscitationindex | Conference Proceedings Citation Index - Science - Conference Proceedings Citation Index - Social Science & Humanities | en_US |
| dc.identifier.citation | Filiz, G., Nicat, Ş., Şahin, T., Özvural, Ö. G., & Çakar, T. (2023, July). Alternative Data Sources and Psychometric Scales Supported Credit Scoring Models. In 2023 31st Signal Processing and Communications Applications Conference (SIU) (pp. 1-4). IEEE. | en_US |
| dc.identifier.doi | 10.1109/SIU59756.2023.10223937 | |
| dc.identifier.isbn | 9798350343557 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.scopus | 2-s2.0-85173491184 | |
| dc.identifier.scopusquality | N/A | |
| dc.identifier.uri | https://doi.org/10.1109/SIU59756.2023.10223937 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.11779/1957 | |
| dc.identifier.wos | WOS:001062571000165 | |
| dc.identifier.wosquality | N/A | |
| dc.institutionauthor | Çakar, Tuna | |
| dc.language.iso | tr | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.journal | 31st IEEE Conference on Signal Processing and Communications Applications (SIU) -- JUL 05-08, 2023 -- Istanbul Tech Univ, Ayazaga Campus, Istanbul, TURKEY | en_US |
| dc.relation.journal | 2023 31st Signal Processing and Communications Applications Conference, Siu | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Credit scoring | en_US |
| dc.subject | Psychometric data | en_US |
| dc.subject | Alternative data sources | en_US |
| dc.title | Alternative Data Sources and Psychometric Scales Supported Credit Scoring Models | en_US |
| dc.type | Conference Object | en_US |
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