Paper Info
Title
Universal Formal Model of Collective Intelligence and Its IQ Measure
Abstract
This paper presents proposal of a universal computational theory of Collective Intelligence (CI),. The toll for formalization, analysis, and modeling is a quasi-chaotic model of computations RPP. In the RPP, molecules (CMs) of facts, rules, goals, or higher-level logical structures enclosed by membranes, move quasi-randomly in structured Computational _Space (CS). When CMs rendezvous, an inference process can occur if and only if the logical conditions are fulfilled. It is proposed that Collective Intelligence can be measured as follows: 1) the mapping is done of a given structure of beings into the RPP; 2) the beings and their behavior are translated into expressions of mathematical logic, carried by CMs; 3) the goal(s) of the social structure is(are) translated into N-Element Inferences (NEI); 4) the efficiency of the NEI is evaluated and given as the Intelligence Quotient of a Social Structure (IQS) projected onto NEI. IQS is computed as a probability function over time, what implies various possibilities, e.g.: to order social structures according to their IQS, to optimize social structures with IQS as a quality measure, or even to compare single beings with social structures. The use of probability allows estimation of IQS either by simulation, or on the basis of analytical calculations.
Year
DOI
Venue
2001
10.1007/3-540-45941-3_32
CEEMAS
Keywords
Field
DocType
social structure,probability function,analytical calculation,cms rendezvous,computations rpp,logical condition,universal formal model,n-element inferences,intelligence quotient,collective intelligence,iq measure,higher-level logical structure,model of computation,computability theory
Intelligence quotient,Expression (mathematics),Collective intelligence,Inference,If and only if,Artificial intelligence,Probability density function,Mathematics,Mathematical logic,Theory of computation
Conference
Volume
ISSN
ISBN
2296
0302-9743
3-540-43370-8
Citations 
PageRank 
References 
1
0.36
3
Authors
1
Name
Order
Citations
PageRank
Tadeusz Szuba1319.68