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Computational collective intelligence for enterprise information systems

Collective intelligence is most often understood as a kind of intelligence which arises on the basis of a group (collective) of autonomous unites (people, systems) which is taskoriented. There are two important aspects of an intelligent collective: The cooperation aspect and the competition aspect (Levy 1997). The first of them means the possibility for integrating the decisions made by the collective members for creating the decision of the collective as a whole. The second aspect, on the other hand, states the diversity of the collective members. It has been proved that for prediction market tasks, these two aspects have an important impact on the collective prediction accuracy. This means, in the general case, that owing to manipulating them one can achieve a given level of intelligence for a collective (Maleszka and Nguyen 2015; Nguyen and Nguyen 2018).

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DOI
Digital Object Identifier link open in new tab 10.1080/17517575.2019.1640394
Category
Publikacja w czasopiśmie
Type
artykuł w czasopiśmie wyróżnionym w JCR
Language
angielski
Publication year
2019

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