1398 - KGNN 边缘人工智能：基于全源情报数据的快速可操作情报.pdf

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1、E q u i t u s.a iSession Code:1398Session Title:AI at the Edge with KGNN:Rapidly Actionable Intelligence from All Source Intelligence DataSpeakers:Mark Rigney,CEO Michael Avina,CTOCompany:Equitus CorporationE q u i t u s.a iABOUT EQUITUSEquitus is a technology company specializing in Automated Data

2、Integration,Knowledge Graphs,and Video Analytics.Our platform turns fragmented data into structured,contextualized intelligence,ready for AI,analytics,and decisions.Knowledge Graph Neural NetworkVideo Sentinel IMAGINEE q u i t u s.a iWHAT IS A KNOWLEDGE GRAPH?1.Represents data as“vertices”(aka.“node

3、s”)connected by “edges”(aka.“links”,“relationships”)2.Encode semantic meaning providing contextualized knowledge3.Complex construction enables high information accuracy and traceability4.Broad applicability to Retail,Finance,Insurance,Legal,Healthcare,Manufacturing,etc.“AI without a knowledge graph

4、is like GPS without a mapit might guess the way,but its far more likely to get lost.”E q u i t u s.a iUSE CASE:KNOW YOUR CUSTOMER(CUSTOMER 360)E q u i t u s.a iCONFIDENTIAL CLIENTS CORE OBJECTIVESEnforceAPI-first initiative with a single source of truth.Consolidate customer data into a trusted 360 v

5、iew.Providetraceability and provenancefor every data point.Enable ownership&customizationE q u i t u s.a iHow does KGNN Work?KGNN gathers information about documents and other sources to start building a complete picture.The system organizes people,events,and entities into a network,showing how they

6、 relate to each other.The result is a clear view of important connections and relationships,helping users make informed decisions.KGNN analyzes the network to detect trends,relationships,and hidden links that arent obvious at first glance.Collect DataMap ConnectionsLearn PatternsEstablish Relationsh