PsyCredit : An interpretable deep learning-based credit assessment approach facilitated by psychometric natural language processing

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Computer Science

100
Natural Language Pr... Computer Science
100
Evaluation Computer Science
100
Social Media Computer Science
100
Deep Learning Metho... Computer Science
33
Design Computer Science
33
Roles Computer Science
33
Learning Approach Computer Science
33
Semantics Computer Science
33
Personality Computer Science
33
Real World Computer Science
33
Artifact Computer Science
33
Evaluation Models Computer Science
33
Usability Computer Science
33
Financial Decision Computer Science
33
Risk Assessment Computer Science
33
Linguistic Theory Computer Science
33
Assessment Task Computer Science
33
Information Asymmet... Computer Science
33
Functional Linguist... Computer Science
33
Risk Assessment Fra... Computer Science
33
Procedure Computer Science

Keyphrases

100
Assessment Approach Keyphrases
100
Credit Evaluation Keyphrases
100
Deep Learning Metho... Keyphrases
100
Natural Language Pr... Keyphrases
100
Interpretable Deep ... Keyphrases
75
Psychometric Approa... Keyphrases
50
Borrower Keyphrases
25
Financial Instituti... Keyphrases
25
Black Box Keyphrases
25
Psychological Facto... Keyphrases
25
Information Asymmet... Keyphrases
25
Between-person Keyphrases
25
Propagation Method Keyphrases
25
Assessment Task Keyphrases
25
Assessment Performa... Keyphrases
25
Psychological Statu... Keyphrases
25
P2P Lending Keyphrases
25
Social Web Keyphrases
25
Written Text Keyphrases
25
Social Media Posts Keyphrases
25
IT Artifact Keyphrases
25
Risk Assessment Fra... Keyphrases
25
Social Media Inform... Keyphrases
25
Social Media Enviro... Keyphrases
25
Financial Decisions Keyphrases
25
Design Science Rese... Keyphrases
25
Systemic Functional... Keyphrases
25
Online Credit Keyphrases
25
Credit Score Keyphrases
25
Layer-wise Relevanc... Keyphrases
25
Online Risk Assessm... Keyphrases
25
Online Lending Keyphrases
25
High Usability Keyphrases

Psychology

100
Psychometrics Psychology
100
Natural Language Psychology
100
Evaluation Psychology
75
Social Media Psychology
25
Personality Psychology
25
Methodology Psychology
25
Semantics Psychology
25
Artifact Psychology
25
Attention Psychology
25
Psychological Facto... Psychology
25
Performance Assessm... Psychology
25
Credit Risk Psychology
25
Black Box Psychology
25
Psychology Psychology

INIS

100
learning INIS
100
processing INIS
100
assessments INIS
100
natural language INIS
100
credits INIS
60
information INIS
40
risk assessment INIS
20
design INIS
20
asymmetry INIS
20
environment INIS
20
evaluation INIS
20
performance INIS
20
layers INIS
20
chaos theory INIS
20
datasets INIS
Research OutputsResearch Output authored by PsyCredit is tagged with the concept