3. Slide 10
Abstract
Real
Understanding
Creativityand
Analysis
Convergenceand
Synthesis
Realizationand
Commitment
Communication
Research
Demand & Scope
Diagnosis
Future Alternatives Priorization and Positioning
Strategy and Actions
Ex-ante evaluation and Implementation
Implementation
§ Demand characterization – iidentify and
define (fframe / reframe) question(s)
(challenge/problem) to be addressed
§ Define scope, existing and necessary inputs,
associated results and impacts, as well as
governance and communication/
dissemination strategy
§ Define possible system evolution (inside-in
to outside-out) and/or possible
(technological) solutions to challenge/
problem being addressed
§ Images and future trajectories ought to be
broad, including the development of
disruptive alternatives
§ Understand the context under analysis
(system and interrelationships, as
well as stakeholders,
including users)
§ Understand the relationship between
context and its evolution from the past
and future trends
§ Define criteria to prioritize solutions and/
or elements from diverse future
alternatives in order to devise a joint
vision or select the adequate solution(s)
to the problem/challenge at hand
§ Converge into a collective vision of the
future
§ Define a strategy and associated actions
to attain the defined vision and/or to build
resilence towards different future
alternatives and/or to develop and
implement selected solutions
§ Develop indicators to monitor evolution
and required adaptation
§ Define how expected results and
associated impacts should be evaluated
and monitored in time
§ Develop a workplan for implementation
detailing the key foresight aspects in each
phase, including the need to contract
consulting services
29. Network Analysis to Identify
Talents
• Lattes database with 4M registered curricula
• Curricula as nodes, co-authorships and semantic
similarities of academic production as edges
• Portrayal of the research networks
• Identification of main researchers, academic brokers
• and subject areas from large amounts of data
Relational analysis
Integrates global-local information
Qualitative and quantitave
framework
• Your goal
• Your task
• Your
question
Data
Collection
Network
Analysis
Interpretation
Intervention
30. • 584 nodes;
• 1510 vertices;
• 9 clusters
Knowledge
Management
Health
Artificial
Intelligence
Physics
Ecology
Software
Development
Data
Managemen
t
Electric
Engineering Network
Engineerin
g