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policycloud.eu 1
02/07/2020
Armend Duzha, Maggioli
Participatory policies
to prevent and counter
radicalization
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under
grant agreement No 870675.
policycloud.eu 2
Plan for the discussion
General overview on radicalization
Radicalization phenomena
Main actors and stakeholders involved
User Requirements
Analytics tools
Visualization tools
Data Requirements
Social Media
Open Datasets
02/07/2020 Participatory Policies against Radicalization
policycloud.eu 3
What is radicalization?
a process through which an individual (or group of individuals) adopts an
increasingly extremist set of beliefs and aspirations. This may include, but is not
defined by, the willingness to condone, support, facilitate or use violence to
further political, ideological, religious or other goals.
UN Office of Counter Terrorism
02/07/2020 Participatory Policies against Radicalization
policycloud.eu 4
Specific domains to tackle
prisons and judiciary system
migration hotspots and asylum centers
schools
religious communities
cities (peri-urban contexts)
Internet and media
02/07/2020 Participatory Policies against Radicalization
policycloud.eu 5
Main actors involved
Policy makers at any level
Local (e.g. municipalities, social services)
Regional (e.g. regions)
National (e.g. Ministries)
European (e.g. DG HOME, RAN, Europol)
International (e.g. UNOCT, Interpol)
02/07/2020 Participatory Policies against Radicalization
policycloud.eu 6
Other important stakeholders
LEAs (police officers,…)
Schools (school principal, teachers,…)
NGOs (social workers,…)
EU Associations/initiatives (EFUS, EUCPN, EUNWA, …)
02/07/2020 Participatory Policies against Radicalization
policycloud.eu 7
Main Goals
Reduce occurrence of domestic radicalisation by early identifying warning
signals and risks from social media and other data sources
Promote secure access to public spaces for more people, enriching their
perception of security and safety.
Encourage citizen engagement and trust in the perceived legitimacy of public
authorities (municipalities, regions, LEAs)
02/07/2020 Participatory Policies against Radicalization
policycloud.eu 8
Strategic Objectives
02/07/2020
Use of heterogeneous data sources to understand hidden patterns and new trends
Extract, analyse and classify retrieved information based on defined ontologies to
generate useful insights about radicalization efforts and incidents
Create measurable KPIs and design new policies/update existing ones to elaborate
suitable means and countermeasures to prevent youth radicalization, as well as to
contrast the spreading of extremism among those detained;
Evaluate the impact of the (new) implemented policies compared the old ones
Participatory Policies against Radicalization
policycloud.eu 9
Application Scenarios
02/07/2020
Visualization
heatmap about the frequency of occurrence of incidents
targeting vulnerable groups (e.g. children, minor) in the
geographic proximity of a town/region
New Entity detection
main actors (e.g. individuals and organized groups) that
contribute to the creation of communication strategies
directed to spread, both online and offline, an alternative
narrative and counter-narrative
uc Scenario2. Use Cases
Policy Maker
Categorization
Dashboard
Trendings
BrandAnalysis
TextAnalytics«include»
«include»
«include»
«include»
«include»
«include»
Participatory Policies against Radicalization
policycloud.eu 10
Requirement Analysis
02/07/2020
Functional requirements
Opinion Analysis
Sentiment Analysis
Hierarchical Text Mining
Data requirements
Global Terrorism Database
Information from social networks: Twitter, Facebook, Reddit
RSS & Blog web pages
Participatory Policies against Radicalization
policycloud.eu 11
Section Description
ID REQ-PPR-12
Title Data Analysis in near real-time
Level of detail Stakeholder
Type PERF
Description Information collected from different dataset should be analysed every
predefined time
Additional
Information
N/A
Actor N/A
Priority MAN
Reference
Use Case
SCE-PPR-03, SCE-PPR-05
02/07/2020 Participatory Policies against Radicalization
policycloud.eu 12
Section Description
ID REQ-PPR-13
Title Visualization
Level of detail Stakeholder
Type L&F
Description Dashboard should show more relevant information at a glance
Additional
Information
N/A
Actor End User, Policy Maker
Priority DES
Reference
Use Case
SCE-PPR-06, SCE-PPR-07
02/07/2020 Participatory Policies against Radicalization
policycloud.eu 13
20/12/19
Section Description
ID REQ-PPR-14
Title Risk Prediction
Level of detail Stakeholder
Type L&F
Description Dashboard should show predictions on potential risks / threats and
their location
Additional
Information
N/A
Actor End User, Policy Maker
Priority DES
Reference
Use Case
SCE-PPR-06, SCE-PPR-07
Participatory Policies against Radicalization
policycloud.eu 14
Section Description
ID REQ-PPR-15
Title Extraction of entities
Level of detail Stakeholder
Type FUNC
Description More relevant entities (extremist groups and/or individuals,
location) should be extracted from different sources
Additional
Information
N/A
Actor N/A
Priority MAN
Reference
Use Case
SCE-PPR-05, SCE-PPR-06, SCE-PPR-07
02/07/2020 Participatory Policies against Radicalization
policycloud.eu 15
GET IN TOUCH
@PolicyCloudEU
PolicyCloud EU
www.policycloud.eu
PolicyCloud has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 870675.
Armend Duzha (armend.duzha@maggioli.it)

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Policy Cloud Data Driven Policies against Radicalisation - Participatory policies against radicalization. User requirements

  • 1. policycloud.eu 1 02/07/2020 Armend Duzha, Maggioli Participatory policies to prevent and counter radicalization This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 870675.
  • 2. policycloud.eu 2 Plan for the discussion General overview on radicalization Radicalization phenomena Main actors and stakeholders involved User Requirements Analytics tools Visualization tools Data Requirements Social Media Open Datasets 02/07/2020 Participatory Policies against Radicalization
  • 3. policycloud.eu 3 What is radicalization? a process through which an individual (or group of individuals) adopts an increasingly extremist set of beliefs and aspirations. This may include, but is not defined by, the willingness to condone, support, facilitate or use violence to further political, ideological, religious or other goals. UN Office of Counter Terrorism 02/07/2020 Participatory Policies against Radicalization
  • 4. policycloud.eu 4 Specific domains to tackle prisons and judiciary system migration hotspots and asylum centers schools religious communities cities (peri-urban contexts) Internet and media 02/07/2020 Participatory Policies against Radicalization
  • 5. policycloud.eu 5 Main actors involved Policy makers at any level Local (e.g. municipalities, social services) Regional (e.g. regions) National (e.g. Ministries) European (e.g. DG HOME, RAN, Europol) International (e.g. UNOCT, Interpol) 02/07/2020 Participatory Policies against Radicalization
  • 6. policycloud.eu 6 Other important stakeholders LEAs (police officers,…) Schools (school principal, teachers,…) NGOs (social workers,…) EU Associations/initiatives (EFUS, EUCPN, EUNWA, …) 02/07/2020 Participatory Policies against Radicalization
  • 7. policycloud.eu 7 Main Goals Reduce occurrence of domestic radicalisation by early identifying warning signals and risks from social media and other data sources Promote secure access to public spaces for more people, enriching their perception of security and safety. Encourage citizen engagement and trust in the perceived legitimacy of public authorities (municipalities, regions, LEAs) 02/07/2020 Participatory Policies against Radicalization
  • 8. policycloud.eu 8 Strategic Objectives 02/07/2020 Use of heterogeneous data sources to understand hidden patterns and new trends Extract, analyse and classify retrieved information based on defined ontologies to generate useful insights about radicalization efforts and incidents Create measurable KPIs and design new policies/update existing ones to elaborate suitable means and countermeasures to prevent youth radicalization, as well as to contrast the spreading of extremism among those detained; Evaluate the impact of the (new) implemented policies compared the old ones Participatory Policies against Radicalization
  • 9. policycloud.eu 9 Application Scenarios 02/07/2020 Visualization heatmap about the frequency of occurrence of incidents targeting vulnerable groups (e.g. children, minor) in the geographic proximity of a town/region New Entity detection main actors (e.g. individuals and organized groups) that contribute to the creation of communication strategies directed to spread, both online and offline, an alternative narrative and counter-narrative uc Scenario2. Use Cases Policy Maker Categorization Dashboard Trendings BrandAnalysis TextAnalytics«include» «include» «include» «include» «include» «include» Participatory Policies against Radicalization
  • 10. policycloud.eu 10 Requirement Analysis 02/07/2020 Functional requirements Opinion Analysis Sentiment Analysis Hierarchical Text Mining Data requirements Global Terrorism Database Information from social networks: Twitter, Facebook, Reddit RSS & Blog web pages Participatory Policies against Radicalization
  • 11. policycloud.eu 11 Section Description ID REQ-PPR-12 Title Data Analysis in near real-time Level of detail Stakeholder Type PERF Description Information collected from different dataset should be analysed every predefined time Additional Information N/A Actor N/A Priority MAN Reference Use Case SCE-PPR-03, SCE-PPR-05 02/07/2020 Participatory Policies against Radicalization
  • 12. policycloud.eu 12 Section Description ID REQ-PPR-13 Title Visualization Level of detail Stakeholder Type L&F Description Dashboard should show more relevant information at a glance Additional Information N/A Actor End User, Policy Maker Priority DES Reference Use Case SCE-PPR-06, SCE-PPR-07 02/07/2020 Participatory Policies against Radicalization
  • 13. policycloud.eu 13 20/12/19 Section Description ID REQ-PPR-14 Title Risk Prediction Level of detail Stakeholder Type L&F Description Dashboard should show predictions on potential risks / threats and their location Additional Information N/A Actor End User, Policy Maker Priority DES Reference Use Case SCE-PPR-06, SCE-PPR-07 Participatory Policies against Radicalization
  • 14. policycloud.eu 14 Section Description ID REQ-PPR-15 Title Extraction of entities Level of detail Stakeholder Type FUNC Description More relevant entities (extremist groups and/or individuals, location) should be extracted from different sources Additional Information N/A Actor N/A Priority MAN Reference Use Case SCE-PPR-05, SCE-PPR-06, SCE-PPR-07 02/07/2020 Participatory Policies against Radicalization
  • 15. policycloud.eu 15 GET IN TOUCH @PolicyCloudEU PolicyCloud EU www.policycloud.eu PolicyCloud has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 870675. Armend Duzha (armend.duzha@maggioli.it)