SOAResearch：2022-2023年精算创新与技术报告（英文版）（29页）.pdf

1、 Top Actuarial Technologies of Top Actuarial Technologies of 20222022-20232023 September|2023 2 Copyright 2023 Society of Actuaries Research Institute Top Actuarial Technologies of 2022-2023 AUTHORS Marianne Purushotham,FSA,MAAA Dararith Ly,MBA SPONSOR Actuarial Innovation and Technology Strategic R

2、esearch Program Steering Committee Caveat and DisclaimerCaveat and Disclaimer The opinions expressed and conclusions reached by the authors are their own and do not represent any official position or opinion of the Society of Actuaries Research Institute,the Society of Actuaries or its members.The S

3、ociety of Actuaries Research Institute makes no representation or warranty to the accuracy of the information.Copyright 2023 by the Society of Actuaries Research Institute.All rights reserved.3 Copyright 2023 Society of Actuaries Research Institute CONTENTS Key Findings.4 Methodology.6 Section 1:Top

4、 Actuarial Technologies.8 1.1 Data Visualization.8 1.2 Cloud Computing and Storage.9 1.3 Predictive Modeling.10 Section 2:New Data Sources.12 Section 3:Emerging Technologies.13 3.1 Artificial Intelligence/Machine Learning.13 3.2 Chatbots.13 3.3 Unstructured Data.14 Section 4:Actuarial Capabilities.1

5、5 Section 5:The Path Forward.16 Section 6:Acknowledgments.17 Appendix A:Interview Guide.18 Appendix B:Survey Questionnaire.19 About The Society of Actuaries Research Institute.29 4 Copyright 2023 Society of Actuaries Research Institute Top Actuarial Technologies of 2022-2023 Over the past decade,the

6、 emergence and application of new technologies and the growth of data science have presented both challenges and opportunities for actuaries and the role of the profession.In order to keep actuaries informed about new technologies and their impact on the future direction of the industry and the prof