超越 CM 实现真正的知识共享.pptx

1、Beyond CM for Real Knowledge SharingAI-Based Access Management:Ensuring Real-time Data and Knowledge Control,Urmi MajumderPrincipal ConsultantEnterprise Knowledge,LLC.umajumderenterprise-,Maryam NozariSenior Data ScientistEnterprise Knowledge,LLC.mnozarienterprise-,Machine Learning in KM,Content Exp

2、losion90%of the data and information we have today was created just in the past two years,Unstructured ContentOver 85%of the content and information we work with is unstructured,Machine-ReadableMetadata make unstructured content machine-readable and ready to work with machine learning and artificial

3、 intelligence applications,Economic TransformationAI is set to be the key source of competitive advantage in todays economy,contributing to 45%of total economic gains by 2030,AI in ActionAI entails leveraging machine capabilities to deliver organizational knowledge in a way that closely aligns with

4、how we process data,Information SilosMost organizations are built to organize and manage data and information by type and department or business function,RBAC is a method of regulating access to computer or network resources based on the roles of individual users within an organization.It is a funda

5、mental component of secure data governance.,RBAC has become increasingly relevant due to regulatory complexity,growth of edge computing and loT,and the rising sophistication of cyber threats.,Static nature of rulesDifficulty in handling complex,dynamic environmentsLow adaptability to changes in user

6、 roles and data sensitivity,Challenges in Traditional Systems,Role-Based Access Control(RBAC),Benefits of Integrating AI into RBAC,ARF contributes to these benefits by allowing dynamic updating and application of access control rules based on AI analysis.,Adaptable Rule Foundatio