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member ofmember of
expertise in
participates in
located in
used by
located in
located in
focus area in
Enterprise Knowledge Graph
Ontology
EmployeeContent
Org UnitProject
Product Meeting
Building
Term
Expertise in
Creator of
Part of
Located in
Shared in
City
Located in
Related to
Located inRelated to
Re
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Managed by
Variant Of
Related to
Terminology
variant of (acronym)related to
variant of (synonym)
corresponding term
PALPredictive
Analytics Library
Hana
SAP HanaSAP Hana
DATA EXTENSION
Neo4j MongoDB
SEARCH BACKEND
Elasticsearch
INTELLIGENCE BACKENDDATA IMPORTER
USE-CASES
Search Assistant API Explorer
WebBrowser
AndroidApp
WebBrowser
KNOWLEDGE ACCESS LAYER (KAL)
RRR
R
R
R
All Requests ( ) areR
REST over HTTPArchitecture
KNOWLEDGE ACCESS LAYER (KAL)
Graph Handler Graph Algorithms Fuzzy Search Handler
SEARCH BACKEND
Question Answering
Graph Search Keyword Search
Search Ranking
INTELLIGENCE BACKEND
Topic Mining
Recommender Engine
Semantic Embeddings
Text Mining
Neo4j Elasticsearch
R R
MessagingApplications
R
DIALOG MANAGER
Language UnderstandingServices
Action Fulfillment
R R
RLanguage GenerationState Tracking
All Requests ( )R
are REST over HTTP
R
Terminology Handler
Pattern Matching Machine LearningIntent unknown Intent unknown
NATURAL LANGUAGE UNDERSTANDING SEARCH BACKEND (syntax-based)
Tagger Parser NERQuery
Generator
Speech Recognition
ACTION FULFILLMENT
Information Retrieval Service Execution Slot Filling
NATURAL LANGUAGE GENERATION
DIALOG MEMORY
Template SelectionPlaceholder FillingRandomized Response Realization
Memorize Task & Entities in Personal Graph
Speech Synthesis
Wrap Up
Connected Silos and Context are key to enable innovative use cases
EKG is a next-gen technology to shift from Big Data to Big Knowledge
Machine Intelligence enables a deeper understanding and new insights
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