Abstract: The paper is aimed to propose the machine learning model for determining the relationship between data of social network profile and academic success of students and predicting the success using the data.

Abstract:

An overview of the methods for measuring progress of software development within flexible SCRUM methodology is given, as well as a description of a software tool development that monitors current status of project by time characteristics. The tool based on the characteristics can notificate project manager about events he have to pay attention in current project situation and help him to achieve effective results.

Abstract: Currently, the need for distributed ML training solutions in the world is increasing. However, existing tools, in particular TensorFlow Federated, are at the very beginning of their development, difficult to implement, and currently suitable exclusively for simulation on servers. For mobile devices, reliable approaches for this purpose do not exist. This article has designed and presented an approach to such distributed training of the ML-model on mobile devices, implemented on existing technologies. It is based on the concept of model personalization. In this approach, this concept is improved as a consequence of mitigating the identified drawbacks. The implementation process is structured so that at all stages of working with the ML-model use only one Swift programming language (Swift for TensorFlow and Core ML 3 are used), making this approach even more convenient and reliable due to the common code base.

Abstract: Implementation of augmented reality session synchronization algorithm in mobile iOS applications. Algorithm allows to create augmented reality sessions with several participants for their joint interaction with the same virtual objects.

Abstract: The use of different metaprogramming mechanisms for program libraries development in Java may have some negative effect on build time and end products. The article is aimed to describe metaprogramming mechanisms in the Java language and present the results of experiments that compare the impact of approaches on the build time of small and large projects.

Abstract: The factors that influence the modification of visual interfaces are analyzed. The rules of modification of the considered factors on the basis of individual user characteristics are proposed. Methods for modifying the visual interfaces of Android applications have been developed.

Abstract: The paper is aimed to describe a system with some mechanisms for using mobile devices in distributed computing. Emphasis is placed on components of the system which control tasks and distribute resources.

Abstract: The paper describes the developed platform for data collection and data analysis of user experience in interactive prototypes usage. The platform allows to organise permanent and fast feedback between the target audience and interface designers. The system includes desktop and mobile applications, and the web-server for data analysis, information storage and connection between the client applications.

Abstract: Some mechanisms for automation of Android applications interactive prototypes development based on handwritten wireframes are described in the paper. The process of automation includes machine learning methods used for the handwritten wireframes recognition. The mobile Android application is developed to ensure user interaction with these mechanisms.