Please note: The algorithm descriptions in English have been automatically translated. Errors may have been introduced in this process. For the original descriptions, go to the Dutch version of the Algorithm Register.
Policy
- Publication category
- Impactful algorithms
- Impact assessment
- DPIA
- Status
- In development
General information
Theme
Begin date
Contact information
Link to publication website
Link to source registration
Responsible use
Goal and impact
The province of South Holland names participation as an essential part of decisive governance in the coalition agreement 2023 - 2027. With Polis, we enable a new form of participation for residents on the province's policies.
Considerations
Much of the public debate around social issues currently takes place on commercial platforms. The functioning of-and what choices are made by-the algorithms are only visible to the supplier. In many cases, these use algorithms that polarize the conversation.
The algorithms used in the Polis platform were chosen to explore the range of opinions on a topic and to reach consensus. In doing so, the algorithms used are open source, so that further research can take place into how the models work.
Human intervention
Setting up the Polis conversation takes place in consultation with the officials concerned. During the Policy conversation, moderators watch and, if necessary, approve new statements. After the conversation, data analysis takes place with the help of a data analyst.
Risk management
Risks regarding the use of Polis are monitored on an ongoing basis, as part of the regular management processes within the organisation. No specific risks are foreseen for these algorithms.
Legal basis
Environment Act
Impact assessment
Operations
Data
Policy users register via Keycloak (an Identity and Access Management application). The admin can set what data to register in the Keycloak database. The minimum data is a user (name), which is linked to an ID hash (a willikeurige code).
Technical design
Polis is an open-source, real-time system for collecting, analysing and understanding what large groups of people think in their own words, enabled by advanced statistics and machine learning.
Polis was developed in 2014 dor the Computational Democracy Project (https://compdemocracy.org/). A detailed description of how the algorithm works can be found here: https://compdemocracy.org/algorithms
In the Netherlands, the Bernoulli Institute is conducting research on how the Polis algorithm works. More information: https://www.rug.nl/research/bernoulli/
External provider
Link to code base
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