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Artificial Intelligence and Actuarial Science Applications and Case Studies from Finance and Insurance - Sonal Trivedi, M.K. Nallakaruppan, Balamurugan Balusamy, Nithya Rekha Sivakumar 2025 PDF | EPUB CRC Press BOOKS
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Artificial Intelligence and Actuarial Science Applications and Case Studies from Finance and Insurance
Author: Sonal Trivedi, M.K. Nallakaruppan, Balamurugan Balusamy, Nithya Rekha Sivakumar
Year: 2025
Pages: 238
Format: PDF | EPUB
File size: 12.2 MB
Language: ENG



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Book Description: This book provides a comprehensive overview of the applications of artificial intelligence (AI) and actuarial science in finance and insurance, highlighting the latest advancements and case studies in these fields. The authors explore how AI and machine learning techniques can be used to improve risk assessment, decision-making, and predictive modeling in finance and insurance, and discuss the challenges and limitations of these approaches. They also examine the ethical implications of using AI in these industries and provide recommendations for responsible use. The book covers topics such as: * The role of AI in financial markets and insurance companies * The impact of AI on employment and society * The potential benefits and risks of AI in finance and insurance * The future of work and the need for new skills and competencies * The ethical considerations of AI in finance and insurance The book includes case studies of successful AI implementation in finance and insurance, providing real-world examples of how AI is being used to improve business outcomes and drive innovation. It also includes interviews with industry experts and thought leaders, offering their perspectives on the future of AI in these sectors. The book provides a valuable resource for researchers, practitioners, and students interested in the intersection of AI and actuarial science, and serves as a starting point for further exploration of these topics. Long Description of the Plot: In the not-too-distant future, humanity finds itself at a crossroads.
В этой книге представлен всесторонний обзор применения искусственного интеллекта (ИИ) и актуарной науки в финансах и страховании, освещаются последние достижения и тематические исследования в этих областях. Авторы исследуют, как методы ИИ и машинного обучения могут быть использованы для улучшения оценки рисков, принятия решений и прогнозного моделирования в сфере финансов и страхования, а также обсуждают проблемы и ограничения этих подходов. Они также изучают этические последствия использования ИИ в этих отраслях и дают рекомендации по ответственному использованию. Книга охватывает такие темы, как: * Роль ИИ на финансовых рынках и в страховых компаниях * Влияние ИИ на занятость и общество * Потенциальные выгоды и риски ИИ в финансах и страховании * Будущее работы и потребность в новых навыках и компетенциях * Этические соображения ИИ в финансах и страховании Книга включает в себя тематические исследования успешного внедрения ИИ в финансах и страховании, предоставление реальных примеров того, как ИИ используется для улучшения результатов бизнеса и стимулирования инноваций. Он также включает интервью с отраслевыми экспертами и идейными лидерами, предлагая их взгляды на будущее ИИ в этих секторах. Книга предоставляет ценный ресурс для исследователей, практиков и студентов, заинтересованных в пересечении ИИ и актуарной науки, и служит отправной точкой для дальнейшего изучения этих тем. Длинное описание сюжета: в недалеком будущем человечество оказывается на распутье.
Ce livre présente un aperçu complet de l'application de l'intelligence artificielle (IA) et de la science actuarielle dans les finances et les assurances, et met en lumière les dernières réalisations et études de cas dans ces domaines. s auteurs étudient comment les techniques d'IA et d'apprentissage automatique peuvent être utilisées pour améliorer l'évaluation des risques, la prise de décision et la modélisation prédictive dans le domaine de la finance et de l'assurance, et discutent des défis et des limites de ces approches. Ils examinent également les implications éthiques de l'utilisation de l'IA dans ces industries et fournissent des conseils sur l'utilisation responsable. livre couvre des sujets tels que : * Rôle de l'IA sur les marchés financiers et dans les compagnies d'assurance * Impact de l'IA sur l'emploi et la société * Avantages et risques potentiels de l'IA dans la finance et l'assurance * Avenir du travail et besoin de nouvelles compétences * Considérations éthiques de l'IA dans la finance et l'assurance livre comprend des études de cas sur la mise en œuvre réussIE dans la finance et l'assurance, fournir des exemples concrets de la façon dont l'IA est utilisée pour améliorer les résultats des entreprises et stimuler l'innovation. Il comprend également des entrevues avec des experts de l'industrie et des chefs de file idéologiques afin de leur faire part de leur point de vue sur l'avenir de l'IA dans ces secteurs. livre fournit une ressource précieuse pour les chercheurs, les praticiens et les étudiants intéressés à croiser l'IA et la science actuarielle et sert de point de départ pour approfondir ces sujets. Une longue description de l'histoire : dans un avenir proche, l'humanité est au carrefour.
Este libro ofrece una visión general completa de la aplicación de la inteligencia artificial (IA) y la ciencia actuarial en finanzas y seguros, destaca los últimos avances y estudios de casos en estos campos. autores investigan cómo las técnicas de IA y el aprendizaje automático se pueden utilizar para mejorar la evaluación de riesgos, la toma de decisiones y la simulación predictiva en finanzas y seguros, y discuten los desafíos y limitaciones de estos enfoques. También estudian las implicaciones éticas del uso de la IA en estas industrias y ofrecen recomendaciones para un uso responsable. libro cubre temas como: * papel de la IA en los mercados financieros y en las compañías de seguros * impacto de la IA en el empleo y la sociedad * Posibles beneficios y riesgos de la IA en finanzas y seguros * futuro del trabajo y la necesidad de nuevas habilidades y competencias * Consideraciones éticas de la IA en finanzas y seguros libro incluye estudios de casos sobre la implementación exitosa de la IA Y en finanzas y seguros, proporcionar ejemplos reales de cómo la IA se utiliza para mejorar los resultados empresariales y estimular la innovación. También incluye entrevistas con expertos del sector y líderes ideológicos, ofreciendo sus puntos de vista sobre el futuro de la IA en estos sectores. libro proporciona un recurso valioso para investigadores, profesionales y estudiantes interesados en cruzar la IA y la ciencia actuarial, y sirve como punto de partida para explorar más a fondo estos temas. Una larga descripción de la trama: en un futuro próximo, la humanidad se encuentra en una encrucijada.
Questo libro fornisce una panoramica completa dell'applicazione dell'intelligenza artificiale (intelligenza artificiale) e della scienza aggiornata nella finanza e nell'assicurazione, e illustra gli ultimi progressi e studi di caso in questi settori. Gli autori stanno indagando su come i metodi di IA e apprendimento automatico possano essere utilizzati per migliorare la valutazione dei rischi, la presa di decisioni e le simulazioni predittive nel settore finanziario e assicurativo, e discutono i problemi e le limitazioni di questi approcci. Essi studiano anche gli effetti etici dell'utilizzo dell'IA in questi settori e forniscono suggerimenti sull'uso responsabile. Il libro tratta temi come * Il ruolo dell'IA nei mercati finanziari e nelle compagnie di assicurazione * L'impatto dell'IA sull'occupazione e sulla società * I potenziali benefici e i rischi dell'IA nella finanza e nell'assicurazione * Il futuro del lavoro e la necessità di nuove competenze e competenze * Considerazioni etiche dell'IA in finanza e assicurazione Il libro include studi di caso sul successo dell'introduzione dell'IA in finanza e assicurazione, fornire esempi concreti di come l'IA viene utilizzata per migliorare i risultati aziendali e incoraggiare l'innovazione. Include anche interviste con esperti del settore e leader ideali, offrendo la loro visione del futuro dell'IA in questi settori. Il libro offre una preziosa risorsa per ricercatori, professionisti e studenti interessati all'intersezione tra l'intelligenza artificiale e la scienza aggiornaria e rappresenta il punto di partenza per un'ulteriore esplorazione di questi temi. Una lunga descrizione della storia, in un futuro molto breve, l'umanità si ritrova in una fase di scompiglio.
Dieses Buch gibt einen umfassenden Überblick über die Anwendung von Künstlicher Intelligenz (KI) und Versicherungsmathematik in Finanzen und Versicherungen und beleuchtet die neuesten Entwicklungen und Fallstudien in diesen Bereichen. Die Autoren untersuchen, wie KI und maschinelle rnmethoden zur Verbesserung der Risikobewertung, Entscheidungsfindung und prädiktiven Modellierung im Finanz- und Versicherungsbereich eingesetzt werden können, und diskutieren die Herausforderungen und Grenzen dieser Ansätze. e untersuchen auch die ethischen Implikationen des Einsatzes von KI in diesen Branchen und geben Empfehlungen für einen verantwortungsvollen Umgang. Das Buch behandelt Themen wie: * Die Rolle von KI auf den Finanzmärkten und in Versicherungsunternehmen * Auswirkungen von KI auf Beschäftigung und Gesellschaft * Potenzielle Vorteile und Risiken von KI in Finanzen und Versicherungen * Die Zukunft der Arbeit und der Bedarf an neuen Fähigkeiten und Kompetenzen * Ethische Überlegungen von KI in Finanzen und Versicherungen Das Buch enthält Fallstudien zur erfolgreichen Umsetzung von KI in Finanzen und Versicherungen. Bereitstellung realer Beispiele dafür, wie KI zur Verbesserung der Geschäftsergebnisse und zur Förderung von Innovationen eingesetzt wird. Es enthält auch Interviews mit Branchenexperten und Vordenkern, die ihre Ansichten zur Zukunft der KI in diesen Sektoren darlegen. Das Buch bietet eine wertvolle Ressource für Forscher, Praktiker und Studenten, die an der Schnittstelle von KI und Versicherungsmathematik interessiert sind, und dient als Ausgangspunkt für die weitere Erforschung dieser Themen. Eine lange Beschreibung der Handlung: In nicht allzu ferner Zukunft steht die Menschheit an einem Scheideweg.
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Bu kitap, finans ve sigortacılıkta yapay zeka (AI) ve aktüeryal bilim uygulamalarına kapsamlı bir genel bakış sunarak, bu alanlardaki son gelişmeleri ve vaka çalışmalarını vurgulamaktadır. Yazarlar, AI ve makine öğrenme tekniklerinin finans ve sigortacılıkta risk değerlendirmesi, karar verme ve öngörücü modellemeyi geliştirmek için nasıl kullanılabileceğini araştırıyor ve bu yaklaşımların zorluklarını ve sınırlamalarını tartışıyor. Ayrıca, bu endüstrilerde AI kullanmanın etik etkilerini inceler ve sorumlu kullanım için önerilerde bulunurlar. Kitap, finansal piyasalarda ve sigorta şirketlerinde YZ'nin rolü * YZ'nin istihdam ve toplum üzerindeki etkisi * YZ'nin finans ve sigortadaki potansiyel yararları ve riskleri * İşin geleceği ve yeni beceri ve yetkinliklere duyulan ihtiyaç * Finans ve sigortada YZ'nin etik hususları * Kitap, finans ve sigortada başarılı YZ'nin benimsenmesine ilişkin vaka çalışmalarını içerir. AI'nın iş sonuçlarını iyileştirmek ve inovasyonu teşvik etmek için nasıl kullanıldığına dair gerçek dünya örnekleri sunmak. Ayrıca, endüstri uzmanları ve düşünce liderleriyle yapılan röportajları da içeriyor ve bu sektörlerde AI'nın geleceği hakkında görüşlerini sunuyor. Kitap, AI ve aktüeryal bilimin kesişimiyle ilgilenen araştırmacılar, uygulayıcılar ve öğrenciler için değerli bir kaynak sağlar ve bu konuların daha fazla araştırılması için bir başlangıç noktası olarak hizmet eder. Olay örgüsünün uzun açıklaması: Yakın gelecekte, insanlık bir kavşakta.
本書全面概述了人工智能(AI)和精算科學在金融和保險中的應用,重點介紹了這些領域的最新進展和案例研究。作者研究了AI和機器學習技術如何可用於改善金融和保險領域的風險評估,決策和預測建模,並討論了這些方法的問題和局限性。他們還研究了這些行業中AI使用的倫理影響,並提出了負責任使用的建議。該書涵蓋以下主題:*AI在金融市場和保險公司中的作用*AI對就業和社會的影響*AI在金融和保險中的潛在收益和風險*工作的未來以及對新技能和能力的需求*AI在金融和保險中的道德考慮該書包括成功實施AI在金融和保險方面的案例研究。 提供實例說明人工智能如何用於改善業務成果和推動創新。它還包括對行業專家和意識形態領袖的采訪,就這些行業的AI未來提供意見。該書為對AI和精算科學交叉感興趣的研究人員,從業人員和學生提供了寶貴的資源,並作為進一步研究這些主題的起點。漫長的情節描述:在不久的將來,人類發現自己處於十字路口。

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