esri & marklogic: do more with your gis · 2018. 9. 29. · (and thus rarely can adapt to...

© COPYRIGHT 2016 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.

ESRI & MARKLOGIC: DO MORE WITH YOUR GIS Billy Sokol, CTO, Global Public Sector, MarkLogic Lyle Wright, Solutions Engineer, Esri

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Systems Procurement is based on currently understood threats and challenges (and thus rarely can adapt to rapidly evolving threats)

This inevitably results in data silos

Different groups control these silos and they have different ideas about sharing information

People need to do more with GIS.

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A 2D Person Can’t See or Imagine a 3D universe It’s a flat existence

There’s X and Y, no Z

No before or after

And you can’t drink beer or anything

THE PROBLEM

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A 3d Person (Us) Doesn’t See 4D (Time) We see the elapse of time

It only goes one direction

At best, there’s one massive timeline

THE PROBLEM

TIME

ANALYSTS HAVE TO SEE BEYOND SPACE & TIME

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We Want to See How Things Are Connected

WHAT WE WANT EVENTS PEOPLE,

THINGS OUTCOMES

TIME

FROM A DATA PERSPECTIVE, THIS IS REALLY HARD

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What Makes It Hard? The data is in different shapes

The data is in different systems controlled by different organizations

It means different things to different people and different organizations

It is volatile – It may only be relevant for one investigation at one time – maybe even one question.

SO HOW DO YOU HELP YOUR ANALYSTS SEE BEYOND?

This problem comes up all the time for National Security, Law Enforcement,

and Industry

EXAMPLE 1: UNDERSTANDING THE SAN BERNARDINO SHOOTING

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SEMANTIC LINKS

Worked at Traveled to Messaged Married to Drove to

Pledged allegiance to Shot A former neighbor of Had planned

EXAMPLE #2 DC TAXI DRIVER / AL SHABAB

IC Database

FBI Database

TSA Database

Affiliated A part of

Travels to

Arrives from

Wanted by

Investigated by


Clearly what’s needed is a way to put facts in geospatial, temporal, and semantic context

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Facts In Geospatial, Temporal, Semantic Context

WHAT’S NEEDED

CONTEXT

SEMANTICS TEMPORAL

GEOSPATIAL

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Facts In Geospatial, Temporal, Semantic Context More analysis, less finding/reshaping

Easy to do “what if”

Expressed as Entities or Objects, analysts can create, share, relate, and find the highest value data

WHAT’S NEEDED

CONTEXT

SEMANTICS TEMPORAL

GEOSPATIAL

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Facts In Geospatial, Temporal, Semantic Context More analysis, less finding/reshaping

Easy to do “what if”

Expressed as Entities or Objects, analysts can create, share, relate, and find the highest value data

WHAT’S NEEDED

CONTEXT

SEMANTICS TEMPORAL

GEOSPATIAL

But, there are a few problems…

IT Proliferation Data Silos Multiple Communities of Interest

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1st Challenge – IT Proliferation

ETL

UNSTRUCTURED DATA

ETL OLTP

ETL

ETL

ETL

ETL ETL

ARCHIVES DATA MARTS

REFERENCE DATA

WAREHOUSE

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2nd Challenge – Silos of Excellence

SOCIAL MEDIA ANALYTICS

STATISTICAL ANALYSIS

SEARCH

GIS

LINK ANALYSIS

ORGANIZATIONAL CLOUD / DATA LAYER

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MARITIME SECURITY EXAMPLE

Maritime Food Supply

Mass Migration

Contingency Operations

Trans-national Organized

Crime

Piracy Environmental Protection

Human Smuggling & Trafficking

Multi-National, Multi-Flag

Terrorism Safe Ports & Waterways

Nuclear Proliferation

3rd Challenge – Multiple Communities of Interest

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Esri / MarkLogic All Source Intelligence Focus

Seamless connection between GIS and Enterprise Data

ArcGIS Integration

Objects & Content, visualized

INTELLIGENCE OPERATIONS

&

GIS Industry Standard

ArcGIS empowers everyone with timely, accurate information and a means of collaboration

Integrating NoSQL Database into the ArcGIS Platform

ArcGIS Platform supports high value data in MarkLogic

brings geospatial context to

Configurable Applications available for data ingest and visualization

MarkLogic brings entities and objects that are typically difficult to place in geospatial context into ArcGIS

People

Organizations

Events

Esri + MarkLogic Business Value

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Intelligence Operations – Esri / MarkLogic

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Enter ODH Extends value of legacy systems

Decouples modernization from the imperative to end-of-life systems

Stages all data for search, alerting, and exposes as RESTFUL Services for easy integration with analytical tools

OPERATIONAL APPLICATIONS

MULTI-CHANNEL DISTRIBUTION

BIDIRECTIONAL ANALYSIS OF ALL DATA

SSD, DAS, SAN, NAS, S3, Hadoop/HDFS

JSON

XML

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Operational Data Hub

ARREST / BOOKING / CASE

LINK ANALYSIS

CAD

SOCIAL MEDIA

INTELLIGENCE / SURVEILLANCE

HEADQUARTERS

OTHER AGENCIES

TASK FORCES

SWAT / ESU

LIM & DIGITAL FORENSICS

JAIL MANAGEMENT LE DATA LAYER

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Working with Entities and Objects

IMG VIDEO REPORT

FOR MORE INFORMATION…

IT’S TIME TO SEE BEYOND. CHEERS!

esri & marklogic: do more with your gis · 2018. 9. 29. · (and thus rarely can adapt to...

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