Structuring the unstructured with structured data...Pieter Scherpenhuijzen [email protected] Thom Eijken...

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© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International. Structuring the unstructured with structured data 21 april 2016 &

Transcript of Structuring the unstructured with structured data...Pieter Scherpenhuijzen [email protected] Thom Eijken...

Page 1: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Structuring the unstructured with structured data

21 april 2016

&

Page 2: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Wie?

Pieter Scherpenhuijzen

[email protected]

Thom Eijken

[email protected]

Page 3: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Intro Partnership

Page 4: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Intro

Het probleem..

Team UnstructuredTeam Structured

- eDiscovery

- Forensic search

- Text mining

- Document review

- Document

management

- Data analytics

- Data mining

- Visual analytics

- Statistics

Exchange data

Un

stru

ctu

re

dd

ata S

tru

ctu

red

data

Page 5: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Intro

Voorbeelden: fraude onderzoek

Unstructured data Structured data

Page 6: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Intro

?

Experts estimate that 80 to 90 percent of

the data in any organization is unstructured.

The amount of unstructured data in

enterprises is growing significantly,

often many times faster than structured

databases are growing

Page 7: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Hoe?

Indica

Page 8: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Hoe?

Relatie structured & unstructured data

Parent Col1 Client

Indica BV 2009 Indica

Today 2016 Now

KPMG 1987 Klynveld

Page 9: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Hoe?

Relatie structured & unstructured data

ID Amount Location

Nice 42 NL

Structured 2016 Utrecht

Data 11 Here

Page 10: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

All

Hoe?

Relatie structured & unstructured data

Amount account

… …

42 …

… …

145 32.63.81

… …

… …

… 11.33.64

… …

… ..

Data

Page 11: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Hoe?

Relatie unstructured & unstructured data

Indica en KPMG

Werken samen om

Tot nieuwe

innovatieve oplossingen

Te komen op het

forensiche vlak

Dit is leuk

Indica heeft een

Enterprise search engine

Ontwikkeld die

Gestructureerde

En ongestructureerde

Data kan combineren

KPMG is altijd

Opzoek naar nieuwe

Innovatieve oplossingen

Om het probleem van

ongestructureerde data op te

lossen

Page 12: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Hoe?

Relatie overzicht

Verborgen relaties

komen naar boven

Page 13: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Hoe?

Relatie overzicht

Page 14: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Page 15: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Page 16: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Page 17: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Page 18: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Page 19: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Page 20: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Page 21: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Page 22: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Page 23: Structuring the unstructured with structured data...Pieter Scherpenhuijzen pcs@indica.nl Thom Eijken eijken.thom@kpmg.nl Contact us: Title: Nieuw licht op KPMG Author: Dijkstra, Ro

© 2016 KPMG N.V., registered with the trade register in the Netherlands under number 34153857, is a member firm of the KPMG network of independent member firms affiliated with KPMG

International Cooperative (‘KPMG International’), a Swiss entity. All rights reserved. Printed in the Netherlands. The KPMG name and logo are registered trademarks of KPMG International.

Questions?

Pieter Scherpenhuijzen

[email protected]

Thom Eijken

[email protected]

Contact us: