Identifying Fintech risk through machine learning: analyzing the Q&A text of an online loan investment platform

Huosong Xia; Jing Liu; Zuopeng Justin Zhang

doi:10.1007/s10479-020-03842-y

Identifying Fintech risk through machine learning: analyzing the Q&A text of an online loan investment platform

Huosong Xia
, Jing Liu
, Zuopeng Justin Zhang

Management

Producción científica: Article › revisión exhaustiva

Idioma original	English
Páginas (desde-hasta)	579-599
Número de páginas	21
Publicación	Annals of Operations Research
Volumen	333
N.º	2-3
DOI	https://doi.org/10.1007/s10479-020-03842-y
Estado	Published - feb 2024

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Decent work and economic growth

ASJC Scopus Subject Areas

General Decision Sciences
Management Science and Operations Research

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10.1007/s10479-020-03842-y

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title = "Identifying Fintech risk through machine learning: analyzing the Q\&A text of an online loan investment platform",

keywords = "Analytics, Attention mechanism, Bi-directional long short-term memory (BiLSTM), Fintech risk identification, Machine learning",

author = "Huosong Xia and Jing Liu and Zhang, \{Zuopeng Justin\}",

note = "Publisher Copyright: {\textcopyright} Springer Science+Business Media, LLC, part of Springer Nature 2021.",

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doi = "10.1007/s10479-020-03842-y",

language = "English",

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T2 - analyzing the Q&A text of an online loan investment platform

AU - Xia, Huosong

AU - Liu, Jing

AU - Zhang, Zuopeng Justin

N1 - Publisher Copyright: © Springer Science+Business Media, LLC, part of Springer Nature 2021.

PY - 2024/2

Y1 - 2024/2

KW - Analytics

KW - Attention mechanism

KW - Bi-directional long short-term memory (BiLSTM)

KW - Fintech risk identification

KW - Machine learning

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UR - https://www.scopus.com/pages/publications/85097875638#tab=citedBy

U2 - 10.1007/s10479-020-03842-y

DO - 10.1007/s10479-020-03842-y

M3 - Article

AN - SCOPUS:85097875638

SN - 0254-5330

VL - 333

SP - 579

EP - 599

JO - Annals of Operations Research

JF - Annals of Operations Research

IS - 2-3

ER -

Identifying Fintech risk through machine learning: analyzing the Q&A text of an online loan investment platform

ODS de las Naciones Unidas

ASJC Scopus Subject Areas

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Huella

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