Survey of Methods for Building Dynamic Adaptive Interfaces and Their Intelligentalization

Abstract

The work is devoted to the construction of dynamic adaptive interfaces of software products designed to resolve the following scientific contradictions: the presence of a common scheme to it creation with necessary to taking into account the characteristics of the user and his environment. Also, the possibility of using machine learning to intellectualize the way interfaces are built is being considered. For this purpose, a review of 20 scientific publications was carried out, the results of which were systematized in a single table. A comparative analysis of the review results is made according to the following criteria: year of publication, underlying method, scope of application, formalization of the method, stage of implementation in the interface life cycle, application of machine learning; conclusions were drawn for each of the criteria. The necessity of creating a general intellectual approach to the construction of interfaces is substantiated.