1. Methods Electronic brainstormingElectronic brainstorming Collective intelligenceCollective...

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

2

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

4

Stability - from Thermodynamic

Broad

Sexch - exchange informationwith an environment (CHAOTIC nature)

Sint - CHAOTIC nature

P –GEOMETRIC nature

5

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

6

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

8

Brainstorming Steps

9

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

12

Solution of the Inverse Problemwith Genetic Algorithm

Recommended actions

13

Modeling System Control Panel

Factors, concepts and characteristics, describing the situation

Cognitive schematics of relations

Relation matrix

Scenario specification

Solutions

14

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 .

15

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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1. Methods Electronic brainstormingElectronic brainstorming Collective intelligenceCollective...

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