structuring the unstructured with structured data...pieter scherpenhuijzen [email protected] thom eijken...
TRANSCRIPT
![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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/1.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/2.jpg)
© 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
Thom Eijken
![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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/3.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/4.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/5.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/6.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/7.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/8.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/9.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/10.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/11.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/12.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/13.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/14.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/15.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/16.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/17.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/18.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/19.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/20.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/21.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/22.jpg)
© 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](https://reader035.vdocuments.net/reader035/viewer/2022071404/60f89fc3e92b226dbd6d1a60/html5/thumbnails/23.jpg)
© 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
Thom Eijken
Contact us: