Deriving consensus for term frequency matrix in a cognitive integrated management information system

Abstract

An unstructured knowledge processing in integrated management information systems is increasingly becoming a major challenge, mainly due to the possibility to obtain better flexibility and competitiveness of the organization. However, the most prevailing phenomenon is a conflict in unstructured knowledge. As an example may serve opinions of users about a given product offered by online shops. Some users may have positive opinions; others negative ones, while some of them may not have any opinion about a given product. Therefore this paper focus on developing a consensus deriving method for resolving conflict of unstructured knowledge of text documents represented by Term Frequency Matrix in integrated management information system.