Anti-Fraud Engineering for Digital Finance : Behavioral Modeling Paradigm / / by Cheng Wang
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| Autore: |
Wang Cheng <1370-1415, >
|
| Titolo: |
Anti-Fraud Engineering for Digital Finance : Behavioral Modeling Paradigm / / by Cheng Wang
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Edizione: | 1st ed. 2023. |
| Descrizione fisica: | 1 online resource (213 pages) |
| Disciplina: | 910.5 |
| Soggetto topico: | Social sciences - Data processing |
| Economics - Psychological aspects | |
| Computer Application in Social and Behavioral Sciences | |
| Behavioral Finance | |
| Nota di bibliografia: | Includes bibliographical references. |
| Nota di contenuto: | Overview of Digital Finance Anti Fraud Vertical Association Modeling: Latent Interaction Modeling -- Horizontal Association Modeling: Deep Relation Modeling -- Explicable Integration Techniques: Relative Temporal Position Taxonomy -- Multidimensional Behavior Fusion: Joint Probabilistic Generative Modeling -- Knowledge Oriented Strategies: Dedicated Rule Engine -- Enhancing Association Utility: Dedicated Knowledge Graph -- Associations Dynamic Evolution: Evolving Graph Transformer. |
| Sommario/riassunto: | This book offers an introduction to the topic of anti-fraud in digital finance based on the behavioral modeling paradigm. It deals with the insufficiency and low-quality of behavior data and presents a unified perspective to combine technology, scenarios, and data for better anti-fraud performance. The goal of this book is to provide a non-intrusive second security line, rather than replaced with existing solutions, for anti-fraud in digital finance. By studying common weaknesses in typical fields, it can support the behavioral modeling paradigm across a wide array of applications. It covers the latest theoretical and experimental progress and offers important information that is just as relevant for researchers as for professionals. |
| Titolo autorizzato: | Anti-Fraud Engineering for Digital Finance |
| ISBN: | 981-9952-57-3 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910768442003321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Economics and Finance Series (Springer Nature Singapore)