Anne Lapkin and Ryan Cooper - Amazon S3 · 2017-11-09 · Anne Lapkin and Ryan Cooper Smartlogic...

AnneLapkinandRyanCooperSmartlogicSemaphore,Inc.

HLTCon 2017October3,2017

Theoriginalproblem– andtheresult

87%

• Identifieddisparatesourcesofinformation– Structured(EMR)andunstructured(notesfromsocialworkersandvisitingnurses)– Publicvocabularies(druginteractions,diseasesandsymptoms,drugsandside

effects)

• Appliedsemanticthinkingtotheinformationproblem• Usedgraphanalyticstodiscovertherelationships

Whatdidwedo?

Whatdoes“semanticthinkingaboutinformation”

actuallymean?

First,youmodelthedomain

It’saboutconceptsandrelationships,notentitiesandattributes

Themodelandthedataworktogethertosolvetheproblem

It’sanopenworld,notaclosedworldassumption

Aftertheintroductionofthemobileapp…

93%

Ok,sohowexactlydoesthiswork?

Wemodeladocument

SEC10-K

Thenweextractvaluesfromthetext

REPORTINGYEAR

ENTITYNAME

JURISDICTION

IRSREFERENCE

ADDRESS

• NaturalLanguageProcessing

• MachineLearning

• Statisticalanalysis

Harmonizedifferentvocabularies

MarketValue

Groupdataintofacts

NAME TITLE

FACT

FACT

FACT

FACT

FACT

FACT

FACT

FACT

Allowingfactsandrelationshipstobediscovered

Example:extractingFirstLayerPremiumfromareinsurancedocument

Justforfun,wetooktheSpeciallyDesignatedNationalslist….

AndimporteditintoSemaphore

Andnow,anticipatoryanalyticsisonestepaway

WecanusethattoextractinformationonWael,hisactivities,businessesandassociatesfromanynumberofsourcesforanalysis

Q&A

Thanks for listening

We’ll be taking questions now

Q A&

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