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Trusted AnalyticsThe future of our information societyprof. dr. Sander KlousBig Data Ecosystems in Business and SocietyUniversity of Amsterdam
Partner in charge of Data & AnalyticsKPMG [email protected]
@sanderkloushttp://nl.linkedin.com/in/sanderklous
—June 2017
2© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Extreme expectationsTrusted Analytics
https://www.youtube.com/watch?v=2vXyx_qG6mQ
3© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Content
1. My Background
2. Living in a Smart Society
3. Analytics in Ecosystems
4. Examples of Trusted Ecosystems
5. Conclusions
4© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
5© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Content
1. My Background
2. Living in a Smart Society
3. Analytics in Ecosystems
4. Examples of Trusted Ecosystems
5. Conclusions
6© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Systems determine our behaviourTrusted Analytics
7© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Why trusted analytics mattersD&A control & trusted analytics
TRUSTED ANALYTICS
Algorithm reliability
Cyber security
IT Architecture
Data governance
Ethics
8© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Content
1. My Background
2. Living in a Smart Society
3. Analytics in Ecosystems
4. Examples of Trusted Ecosystems
5. Conclusions
9© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Ecosystems & PlatformsThe Internet of Things:Traffic lights or Roundabouts? Why is Tesla not
enforcing patents?
Platform democracy:
Facebookversus
Diaspora
http://artofgears.com/2015/09/08/this-one-trick-in-carmel-indiana-lowered-traffic-injury-accidents-by-80
Standards
10© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Ethics by design
Priv
acy
Safety
11© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Ethics by design
Copyright @ Alexis - Photos courtesy of CMB.
Step Into the Void Above the French Alps
Trusted by many tourists: 12 mm glass at 1,035 meters
Trust
‘Soft’ ‘Hard’
Informed
• Transparency• Expertise
Blind
• Reputation• Brand• Experience
Peers are now as credible as
experts
12© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
App store meets Wikipedia
13© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Content
1. My Background
2. Living in a Smart Society
3. Analytics in Ecosystems
4. Examples of Trusted Ecosystems
5. Conclusions
14© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
The new deal on data
15© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Amsterdam Smart City – Trusted Digital Market Place
Safety
Sustainability
Fan experience
16© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Data Logistics 4 Logistics Data
Neutraal logistiek informatie platform
iShare
ShareShip
17© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Enabling Personalized Interventions
Diabetes Type 2
Whitebox
Value BasedHealthcare (CVA)
Diffuse IntrinsicPontine Glioma
(Childhood Brain Stem Tumor)
18© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
The Toronto Water front
What’s new?• Autonomous
everything• Healthcare• Drones• Safety/Security• Job types• Etcetera
Regulatory issues?• Privacy (ethics)• Cyber security• Reliability• Governance• Architecture
19© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Content
1. My Background
2. Living in a Smart Society
3. Analytics in Ecosystems
4. Examples of Trusted Ecosystems
5. Conclusions
20© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
Auditing Algorithms in Society
Doel van het onderzoek is inzicht te verwerven over welke bestuursorganen welke algoritmen gebruiken en hoe de bestuursorganen zich kunnen verantwoorden over de toepassing van deze algoritmen.
Een van de dingen waarmee we samen met die steden willen experimenteren is een verplichting voor bedrijven om hun algoritme te laten auditen door een onafhankelijke partij. Is je algoritme transparant, lieg je niet, steel je niet?
https://www.intermediair.nl/carriere/een-baan-vinden/beroepen-functies/Ger-Baron-is-de-eerste-CTO-van-de-gemeente-Amsterdam-dit-is-wat-hij-doet
https://www.newyorker.com/tech/elements/new-york-citys-bold-flawed-attempt-to-make-algorithms-accountable
Challenges for New York1. Trust is not transparency2. Lack of knowledge3. No enforcement
21© 2017 KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, 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
VWData – Auditing Algorithms
For 2018, the objective would be to develop such an auditing process, consisting of two steps:
1) to formulate criteria about which algorithms would need such an audit, e.g., for regulators—e.g., if the algorithm threatens human rights, then ‘yes, audit is needed’;
2) and to provide a standardized process to audit the controls, e.g., for companies and government—possibly based on ISAE3000 (https://en.wikipedia.org/wiki/ISAE_3000).
Erasmus University Rotterdam, Leiden University Medical Centre, Open Universiteit, Radboud University, Delft University of Technology, Eindhoven University of Technology, UMC Maastricht, Leiden University, Maastricht University, University of Twente, Utrecht University, University of Amsterdam, VU Amsterdam, WageningenUniversity and Research Centre, Institute for Information Law (IViR), Data Science Center Eindhoven (DSC/e), Netherlands eScience Center, SURF, TNO, FontysUniversity of Applied Sciences, Utrecht University of Applied Sciences, Amsterdam University of Applied Sciences, Zuyd University of Applied Sciences.
The VWData research program is the first concrete result of the Dutch National Research Agenda route “ Value Creation through Responsible Access to and use of Big Data”. VWData is funded from the Start Impulse program of the Dutch National Research Agenda.
KPMG on social media KPMG app
© 2017 KPMG Advisory N.V. All rights reserved. Printed in the Netherlands.
This proposal is made by KPMG Advisory N.V., registered with the trade register in the Netherlands under number 33263682, a member firm of the KPMG network of independent firms affiliated with KPMG International Cooperative (‘KPMG International’), a Swiss entity, and is in all respects subject to the negotiation, agreement, and signing of a specific engagement letter or contract. This proposal is subject to the full and satisfactory completion of KPMG's customary evaluation of prospective engagements. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. The name KPMG and logo are registered trademarks of KPMG International.
Sander KlousKPMG Advisory
Laan van Langerhuize 1
1186 DS, Amstelveen
Tel: +31 20 656 [email protected]
