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

Coggin College of Business

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	579-599
Number of pages	21
Journal	Annals of Operations Research
Volume	333
Issue number	2-3
DOIs	https://doi.org/10.1007/s10479-020-03842-y
State	Published - Feb 2024
Externally published	Yes

ASJC Scopus Subject Areas

General Decision Sciences
Management Science and Operations Research

Keywords

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

Access to Document

10.1007/s10479-020-03842-y

Cite this

@article{42fea7b77da94b269b0f2852248b8046,

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.",

year = "2024",

month = feb,

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

language = "English",

volume = "333",

pages = "579--599",

number = "2-3",

}

TY - JOUR

T1 - Identifying Fintech risk through machine learning

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

UR - http://www.scopus.com/inward/record.url?scp=85097875638&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85097875638&partnerID=8YFLogxK

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

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Cite this