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POLE Investigations
Tom Geudens
Field Team Member
2
Agenda
● POLE model
● POLE Use Cases
● POLE with Neo4j
● Demo
● Takeaways
● Q&A
POLE Model
3
POLE Model
4
Panama/Paradise Papers Model - Basic
5
Panama/Paradise Papers Model - Now
6
Panama/Paradise Papers Model - Next
7
POLE Model - Crime
8
POLE Model - Crime - Concepts
9
● Person - Victim, Police Officer, Witness, Suspect, …
● Object - Weapon, Paperweight, Knife, Email, Phone, …
● Location - Home address, Place of employment, Landmark,
Public place, Police station, Crime scene, …
● Event - Crime, Arson, Meeting, Arrest, Transfer, Phonecall, ...
POLE Model - Crime - Relationshiptypes
10
● Person - Person : PARENT_OF, …
● Person - Object : OWNS, USED, REGISTERED, FIRED, WROTE, …
● Object - Object : FIRED_FROM, …
● Person - Location : LIVES_AT, WORKS_AT, OWNS, USED_FOR,
VISITED, …
● Person - Event : TARGET_OF, INITIATED, HEARD, SAW,
TOOK_PART_IN, ORGANISED, …
● Object - Location : FOUND_AT, BOUGHT_AT, REGISTERED_AT,
…
● ...
And I wasn't even trying yet!!!
POLE Use Cases
11
● Border control
● Counter terrorism
● Crime solving
● Immigration
● …
● Contact Tracing
12
Anyone for … Tennis Privacy?
POLE with Neo4j
13
First - Express things the way they are:
● Add new concepts as they come up
● Don't generalize … for example what does linked to a crime
mean? That may serve as a stand-in, as soon as you know
better, express it that way!
Second - Leverage the relationships, the connections. That is where
the power of both the POLE mode and a graph database lies!
Lets bring the original (!) meaning of good enough for
government work back, shall we?
POLE with Neo4j - as a Meme
14
Demo - This is where it happened
15
Demo - Location, location, location ...
16
● That is Cam Peak, Cotswolds, Dursley GL11 5HH, UK, latitude
51.690680, longitude -2.337421, MGRS 30U WC 45799 26843
● That is a public place
● That is a landmark
● An event took place there on May 29th, 2020 ...
Demo - The data
17
● The location is real
● The event and the story are real
● What I'm going to show is not real in the sense that it's not
literally being done like that … yet
● Names and addresses have been anomyzed
Demo(n)
18
Takeaways
19
● A lot of governments have jumped on the exchange data bike,
on the making data publicly available bus, …
That is - without sarcasm - great
● Too few governments are on the high speed getting insights
from the data train, on the complex querying plane, on the
reacting in real time rocketship.
● The Neo4j database can help you do that!
Thank You
and now ...
Q&A
20

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Pole Investigations

  • 2. 2 Agenda ● POLE model ● POLE Use Cases ● POLE with Neo4j ● Demo ● Takeaways ● Q&A
  • 8. POLE Model - Crime 8
  • 9. POLE Model - Crime - Concepts 9 ● Person - Victim, Police Officer, Witness, Suspect, … ● Object - Weapon, Paperweight, Knife, Email, Phone, … ● Location - Home address, Place of employment, Landmark, Public place, Police station, Crime scene, … ● Event - Crime, Arson, Meeting, Arrest, Transfer, Phonecall, ...
  • 10. POLE Model - Crime - Relationshiptypes 10 ● Person - Person : PARENT_OF, … ● Person - Object : OWNS, USED, REGISTERED, FIRED, WROTE, … ● Object - Object : FIRED_FROM, … ● Person - Location : LIVES_AT, WORKS_AT, OWNS, USED_FOR, VISITED, … ● Person - Event : TARGET_OF, INITIATED, HEARD, SAW, TOOK_PART_IN, ORGANISED, … ● Object - Location : FOUND_AT, BOUGHT_AT, REGISTERED_AT, … ● ... And I wasn't even trying yet!!!
  • 11. POLE Use Cases 11 ● Border control ● Counter terrorism ● Crime solving ● Immigration ● … ● Contact Tracing
  • 12. 12 Anyone for … Tennis Privacy?
  • 13. POLE with Neo4j 13 First - Express things the way they are: ● Add new concepts as they come up ● Don't generalize … for example what does linked to a crime mean? That may serve as a stand-in, as soon as you know better, express it that way! Second - Leverage the relationships, the connections. That is where the power of both the POLE mode and a graph database lies! Lets bring the original (!) meaning of good enough for government work back, shall we?
  • 14. POLE with Neo4j - as a Meme 14
  • 15. Demo - This is where it happened 15
  • 16. Demo - Location, location, location ... 16 ● That is Cam Peak, Cotswolds, Dursley GL11 5HH, UK, latitude 51.690680, longitude -2.337421, MGRS 30U WC 45799 26843 ● That is a public place ● That is a landmark ● An event took place there on May 29th, 2020 ...
  • 17. Demo - The data 17 ● The location is real ● The event and the story are real ● What I'm going to show is not real in the sense that it's not literally being done like that … yet ● Names and addresses have been anomyzed
  • 19. Takeaways 19 ● A lot of governments have jumped on the exchange data bike, on the making data publicly available bus, … That is - without sarcasm - great ● Too few governments are on the high speed getting insights from the data train, on the complex querying plane, on the reacting in real time rocketship. ● The Neo4j database can help you do that!
  • 20. Thank You and now ... Q&A 20