Format:
1 Online-Ressource (146 Seiten)
Edition:
1st ed
ISBN:
9783031316715
Series Statement:
Lecture Notes in Business Information Processing Series v.467
Note:
Description based on publisher supplied metadata and other sources
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Intro -- Preface -- Organization -- Acknowledgements -- Contents -- A Data Analytics Architecture for the Exploratory Analysis of High-Frequency Market Data -- 1 Introduction -- 2 Background -- 3 Proposed Solution -- 3.1 General Principles -- 3.2 Data Management -- 3.3 Data Analytics -- 3.4 Operation Workflow of Analytics Services -- 3.5 Data Visualisation -- 4 Implementation -- 4.1 Data Management Section -- 4.2 BigQuery Data Acquisition Section -- 4.3 Data Visualisation Section -- 4.4 Analytics Service Section -- 5 Case Study -- 5.1 Case Study Description -- 5.2 Services Used for the Case Study -- 5.3 User Experience Evaluation -- 5.4 Performance Evaluation -- 5.5 Discussion: Summary of Implementation -- 6 Conclusion and Future Work -- References -- Give Them a Second Chance? Prediction of Recurrent Financial Intermediary Misconduct -- 1 Introduction -- 2 Research Background -- 2.1 Financial Intermediary Misconduct -- 2.2 Theoretical Background and Research Hypotheses -- 3 Methodology -- 3.1 Data Acquisition -- 3.2 Feature Selection -- 3.3 Pre-processing -- 3.4 Machine Learning Techniques and Classifier Configuration -- 3.5 Classifier Training and Evaluation Methodology -- 4 Empirical Study -- 4.1 Descriptive Statistics -- 4.2 Classifier Evaluation -- 5 Discussion -- 6 Conclusion -- References -- A Framework to Measure Corporate Regulatory Exposure -- 1 Introduction -- 2 Research Background -- 3 Measuring Regulatory Exposure -- 3.1 Measurement Framework -- 3.2 Application to U.S. Data -- 4 Results and Evaluation -- 4.1 Results of Application to CFR -- 4.2 Results of Application to CFR -- 5 Conclusion -- References -- Realising Fair Outcomes from Algorithm-Enabled Decision Systems: An Exploratory Case Study -- 1 Introduction -- 2 Theoretical Background -- 2.1 Artificial Intelligence and AI - Enabled Decision Systems -- 2.2 Fairness and AI.
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2.3 Artificial Intelligence and Fairness in the Context of Financial Services in the Microfinance Industry -- 2.4 Existing Frameworks for Ethical Principles -- 3 Method -- 4 Framework Development -- 4.1 The Life Cycle of AI Systems -- 4.2 Framework Implementation -- 5 Case Study -- 5.1 Qredits - A Data-Driven Microfinance Institution with a Social Mission -- 5.2 Preliminary Findings -- 6 Discussion and Conclusion -- References -- The Effect of Changes in Interest Rate Regulation on the Financial Performance of Banks in Kenya -- 1 Introduction -- 2 Interest Rate Regulation and Bank Performance in Kenya -- 3 Literature Review and Hypothesis Development -- 4 Methodology -- 4.1 Analysis of Bank Performance -- 4.2 Model Specification -- 4.3 Sample and Data -- 5 Results and Discussion -- 5.1 Bank Performance and Interest Rate Regulation -- 5.2 Robustness Checks -- 6 Conclusion -- Appendix -- References -- Towards an API Marketplace for an e-Invoicing Ecosystem -- 1 Introduction -- 2 Related Work -- 2.1 e-Invoicing Drivers and Barriers -- 2.2 e-Invoicing Standards and Solutions -- 3 Proposed Solution -- 3.1 Towards an API Marketplace for e-Invoicing Services -- 3.2 Proposed Architecture -- 3.3 Definition of the Case Study -- 3.4 Implementation -- 4 Evaluation -- 4.1 Running the Workflows -- 4.2 Discussion -- 5 Conclusion and Future Work -- References -- Role of Culture in Customer Acceptance of Neobanks -- 1 Introduction -- 1.1 Customer Acceptance and Culture -- 2 Conceptual Model and Hypotheses -- 3 Data Collection and Analysis -- 3.1 Sample Selection -- 3.2 Data Analysis -- 4 Conclusions -- 5 Limitations and Future Work -- References -- From Perceived Mobility to the Intention to Use Mobile Payments: The Role of Positive and Negative Determinants -- 1 Introduction -- 2 Theory and Hypotheses -- 2.1 FinTech and Mobile Payments
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2.2 TAM and TRAM as Theoretical Frameworks to Study the Mobile Payment Adoption -- 2.3 Perceived Mobility and the Usage of Mobile Payments -- 2.4 Positive and Negative Determinants of the Relationship Between Perceived Mobility and the Usage of Mobile Payments -- 3 Method -- 3.1 Sample -- 3.2 Measures -- 3.3 Procedure -- 4 Results -- 4.1 Exploratory Data Analysis -- 4.2 Direct and Indirect (Mediated) Effects -- 4.3 Moderated Mediation Effects -- 5 Discussion -- 5.1 Theoretical Implications -- 5.2 Practical Implications -- 5.3 Study Limitations and Future Research -- References -- Author Index
Additional Edition:
Erscheint auch als Druck-Ausgabe van Hillegersberg, Jos Enterprise Applications, Markets and Services in the Finance Industry Cham : Springer International Publishing AG,c2023 ISBN 9783031316708
Language:
English
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