1,335papers
13,825worldwide comparison pool
1,335India-affiliated papers
Research orientation
Contribution mix
Tone counts: 1,275 positive · 1 neutral · 59 negative.
Common problems researchers identify
336 papers · 25.2% of this field
- Financial services179 papers
- FinTech128 papers
- Financial inclusion89 papers
- Payment62 papers
- Financial literacy37 papers
- Government36 papers
- Retail banking24 papers
- Mobile payment24 papers
Landmark: Financial technology: a review of extant literature
Cautions
158 papers · 11.8% of this field
- Financial services79 papers
- Financial inclusion60 papers
- FinTech58 papers
- Payment35 papers
- Government23 papers
- Digital currency19 papers
- Database transaction16 papers
- Investment16 papers
Landmark: Thematic Analysis of Financial Technology (Fintech) Influence on the Banking Industry
Opportunities
504 papers · 37.8% of this field
- Financial services228 papers
- FinTech162 papers
- Financial inclusion161 papers
- Payment86 papers
- Financial literacy63 papers
- Mobile payment51 papers
- Database transaction47 papers
- Mobile banking42 papers
Landmark: The Impact of Fintech and Digital Financial Services on Financial Inclusion in India
Leading institutions
Symbiosis International University
213 Indian Institute of Technology Kanpur
198 Indian Institute of Technology Delhi
187 Fore School of Management
176 Leading researchers
Highly cited breakthrough-labelled papers
- Eagle Strategy Arithmetic Optimisation Algorithm with Optimal Deep Convolutional Forest Based FinTech Application for Hyper-automation32 citations
- Impact of technology on the financial performance of Indian commercial banks: a clustering based approach11 citations
- ANALYZING OPPORTUNITIES AND OBSTACLES OF FINTECH IN INDIAN FINANCIAL MARKET2 citations
- Sustainable digital finance and Finance 5.0: a systematic review and research agenda1 citations
- Optimizing Cloud Resources for Financial Market Prediction: A Machine Learning Study on NVIDIA Stock Data1 citations
Common problems researchers identify
637 papers · 7 recurring themes
Common problems researchers identify · 01Mobile Payment / Payment
127 papers19.9% of this theme group
Mobile payment (87) · Payment (88) · Mobile banking (23) · Marketing (18)
Empirical study on consumers’ reluctance to mobile payments in a developing economy
An Empirical Study on the Factors Influencing Usage of Mobile Payments with Reference to Bangalore City
View research history
Common problems researchers identify · 02Fintech / Financial Services
116 papers18.2% of this theme group
FinTech (71) · Financial services (80) · Financial innovation (12) · Financial sector (11)
Fintech and the Future of Financial Services: A Study of the Impact of Fintech on Traditional Financial Institutions
Fintech Disruption of Traditional Banking Services: A Comprehensive Analysis of Digital Transformation in the Financial Sector
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Common problems researchers identify · 03Credit Card Fraud / Credit Card
113 papers17.7% of this theme group
Credit card fraud (43) · Credit card (44) · Financial fraud (24) · Computer security (30)
Credit Card Fraud Detection Using Advanced Machine Learning Techniques
Role of Machine Learning in Credit Card Fraud Detection
View research history
Common problems researchers identify · 04Financial Inclusion / Financial Services
85 papers13.3% of this theme group
Financial inclusion (71) · Financial services (53) · Financial literacy (22) · Inclusion (13)
Financial Inclusion: The Role of Fintech and Digital Financial Services in India
Digital Financial Inclusion Through FinTech
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Common problems researchers identify · 05Alternative Trading System / Stock Exchange
78 papers12.2% of this theme group
Alternative trading system (9) · Stock exchange (7) · Insider trading (6) · Algorithmic trading (10)
Development of Financial Technology through E-Payment System in India
Prospects of Digital Currency in India- A Way Forward
View research history
Common problems researchers identify · 06Computer Security / Payment
76 papers11.9% of this theme group
Computer security (32) · Payment (49) · Authentication (7) · Payment system (13)
Securing Transactions and Payment Systems for M-Commerce
Mobile Payments: Assessing the Threats, Challenges and Security Measures
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Common problems researchers identify · 07Portfolio / Financial Market
42 papers6.6% of this theme group
Portfolio (13) · Financial market (9) · Algorithmic trading (9) · Portfolio optimization (5)
Stock Market Prediction Using Machine Learning Techniques: A Decade Survey on Methodologies, Recent Developments, and Future Directions
Literature Review on Algorithmic Trading in Financial Markets
View research history
Cautions
210 papers · 4 recurring themes
Cautions · 01Payment / Mobile Payment
72 papers34.3% of this theme group
Payment (44) · Mobile payment (25) · Digital currency (14) · Currency (12)
Payments transition in India – consumer preferences and policy shifts
Central Bank Digital Currencies and payments: A review of domestic and international implications
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Cautions · 02Financial Services / Fintech
69 papers32.9% of this theme group
Financial services (50) · FinTech (38) · Financial inclusion (32) · Financial literacy (10)
Fintech and financial inclusion: Transforming underserved access to financial services
Fintech Innovations and Their Impact on Financial Inclusion in Developing Economies
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Cautions · 03Algorithmic Trading / Portfolio
37 papers17.6% of this theme group
Algorithmic trading (15) · Portfolio (14) · Financial economics (8) · Trading strategy (7)
A Study on Algorithmic Trading Strategies and Their Impact on Financial Markets: Evidence from the Indian Securities Market
Understanding the Impact of Algorithmic Trading on Indian Financial Markets: A Quantitative Analysis
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Cautions · 04Computer Security / Credit Card Fraud
32 papers15.2% of this theme group
Computer security (7) · Credit card fraud (4) · Credit card (4) · Analytics (4)
Adoption of artificial intelligence-based credit risk assessment and fraud detection in the banking services: a hybrid approach (SEM-ANN)
Risk Compliance in Indian Banking: Leveraging Artificial Intelligence for Fraud Detection
View research history
Opportunities
2,221 papers · 7 recurring themes
Opportunities · 01Financial Fraud / Accounting
540 papers24.3% of this theme group
Financial fraud (68) · Accounting (36) · Database transaction (106) · Computer security (106)
Fraud Detection in Banking Transactions Using Machine Learning
Machine Learning-Based Real-Time Fraud Detection in Financial Transactions
View research history
Opportunities · 02Portfolio / Portfolio Optimization
408 papers18.4% of this theme group
Portfolio (270) · Portfolio optimization (178) · Trading strategy (61) · Algorithmic trading (74)
Prediction and Portfolio Optimization in Quantitative Trading Using Machine Learning Techniques
Deep Learning for Stock Price Prediction and Portfolio Optimization
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Opportunities · 03Payment / Mobile Payment
352 papers15.8% of this theme group
Payment (266) · Mobile payment (161) · Payment system (58) · Marketing (28)
Unified Payment Interface—An Advancement in Payment Systems
Mobile payment service adoption: understanding customers for an application of emerging financial technology
View research history
Opportunities · 04Credit Card Fraud / Credit Card
346 papers15.6% of this theme group
Credit card fraud (302) · Credit card (311) · Random forest (47) · Computer security (69)
Credit Card Fraud Detection using Machine Learning Algorithms
Credit Card Fraud Detection using Machine Learning Methods
View research history
Opportunities · 05Financial Inclusion / Financial Services
319 papers14.4% of this theme group
Financial inclusion (145) · Financial services (174) · FinTech (125) · Financial literacy (54)
The Impact of Fintech and Digital Financial Services on Financial Inclusion in India
A Perspective on the Application of Fintech as a Gateway for Financial Literacy
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Opportunities · 06Blockchain / Computer Security
144 papers6.5% of this theme group
Blockchain (91) · Computer security (51) · Database transaction (45) · Transparency (26)
Online Payment Using Blockchain
Trustworthy E-KYC Systems Using Blockchain
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Opportunities · 07Credit Risk / Loan
112 papers5.0% of this theme group
Credit risk (24) · Loan (16) · Interpretability (12) · Feature selection (12)
Credit scoring using ensemble of various classifiers on reduced feature set
Feature Selection using Optimized Multiple Rank Score Model for Credit Scoring
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How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
Concerns receiving less research attention
Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.
Institution and researcher rankings use citations to their covered work. Research scope: India. This may be broader than the company geography.