1. methods electronic brainstormingelectronic brainstorming collective intelligencecollective...
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VIRTUAL BRAINSTORMING
Prof. Klimenko S.V.*, Prof. Raikov A.N.**
* The Institute of Computing for Physics and Technology, Protvino, Russia, [email protected]** Institute of Control Sciences RAS, RussiaMoscow, Russia, [email protected]
20131
Networking Group Brainstorming for forecasting
R&D results
Methods• Electronic brainstorming• Collective intelligence• Artificial intelligence• Inverse problem solution• Analytic hierarchy • Cognitive Simulation• Cloud services• Virtual Collaboration • Strategic conversation• Data-mining, etc .
Speeding-up experts consent achievement
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Influences of Qualitative Factors • Trust,• Wishes,• Emotions, • Thoughts, • Feelings,• Expectations, • Conflicts,• Targets • Obligations,• Responsibility, etc.
Can not be formalized! 3
Approaches to Make the Brainstorming Process Convergent
1.Stability
2.Purposefulness
3.Quantum semantic
4.Virtual Collaboration
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Stability - from Thermodynamic
Broad
Sexch - exchange informationwith an environment (CHAOTIC nature)
Sint - CHAOTIC nature
P –GEOMETRIC nature
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P*P’+(Sint–Sexch)*(Sint’–Sexch’)< 0
Purposefulness – from Invers Problem Solution method (1)
Resource: X Goal: Y
Problem
Path : A-1
A
x ∩ Xyδ ∩ Y
x = A-1yδ
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Goal
Consentprocess
Be-Compact
Separable
The close reflection
graphic
yδ ∩ Y
x ∩ X
A
Resources7
Purposefulness – from Invers Problem Solution Method (2)
Quantum semantic
ElectronWord
Sign = Particle
Distribution 1 With only slit 1 being opened
Observed Distribution withPosition Detector
turned off
Sum of Distribution 1 and Distribution 2(if Position Detector
turn on)
Electron Screen
Щель 2
Position Detector
Distribution 2 With only slit 2 being opened
Concept= Wave
Meanings,Associations,
Synonyms,Denotation,
Objects,Antonyms,
etc.
Slit 1
Slit 2
Word
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Brainstorming Steps
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Recommendations for Moderator of Brainstorming
• Separate goals, resources and actions;
• Goals should be categorized as hierarchy goals tree with levels: main, internal and external;
• Variety of means should be separated into finite number of parts;
• Control all aspects of problems’ solution, bindings between goals and resources;
• Never underestimate small factors, etc.
Visual Collaboration (Charts’ Statistic)
Forecasting R&D Successwith Cognitive Simulation
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Solution of the Inverse Problemwith Genetic Algorithm
Recommended actions
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Modeling System Control Panel
Factors, concepts and characteristics, describing the situation
Cognitive schematics of relations
Relation matrix
Scenario specification
Solutions
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Real Practice and Projects
• Administration of the Russian President• Ministry of Education of Russia• Development Strategies: Russian market of
information technologies, Russian-Israel science partnership;
• Strategies of development in the fields of high and professional education, public health service, social security, housing and communal services, youth policy, religion policy of Russia’s regions;
• Strategies of commercial companies such as: Tumen Oil Company, Kursky Bearing Plant, Cheboksary Electrohardware factory, etc .
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THANK YOU!
Prof. Klimenko S.V.*, Prof. Raikov A.N.**
* The Institute of Computing for Physics and Technology, Protvino, Russia, [email protected]** Institute of Control Sciences RAS, RussiaMoscow, Russia, [email protected]
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