Software Engineering

ISSN Online: 2376-8037 ISSN Print: 2376-8029

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Volume 7, Issue 1, March 2019

  • Author: Evgeniy Bryndin

    Abstract: Transdisciplinary paradigm of digital researches, acting as the basis of synthesis of knowledge of the person, the nature, society and production, supplements scientific rationality. She allows to create digital doubles of social services and production of production of products and technological process of operation of the equipment. Digital doubles by training of neural network systems on the basis of the saved-up big data relating to services sector or production for intellectual management of technological processes and the equipment are created. The digital double carries out activity automatically on the instructions of the person. Intellectual production management by digital doubles optimizes its work, increases labor productivity and competitiveness of products on quality and the price. Digital doubles of the person render services in the social sphere. Specialization of digital doubles to professional competences is carried out on the basis of communicative associative logic of technological thinking by cognitive methods. The international scientific and engineering society gradually moves to technical realization of the cognitive professional robot with retraining. The group of the University of California in Berkeley and Princeton investigating efficiency of methods of machine learning for forecasting of human behavior offered the new approach which is given rise on a joint of AI and cognitive psychology. Scientists presented the new concept providing preliminary training of neural networks at the synthetic data prepared by psychologists by means of the existing theoretical models. Approach can be used by other groups for a training of their own models of machine learning. Approach combines the existing scientific theories of behavior of the person with flexibility of neural networks for the best forecasting of the risky decisions made by the person. From the practical point of view it allows to save to researchers a lot of time which is spent usually on data collection for the knowledge base of human behavior.

    Received: Jun. 4, 2019 Accepted: Jul. 3, 2019 Published: Jul. 13, 2019

    DOI: 10.11648/ View: Downloads:

  • Authors: Abou Bakr Ramadan, Mazhar Mahmoud Hefnawi

    Abstract: The advances in information technology (IT) systems and network security have become main necessary requirements for any business in current time and future. Any organization needs a full description of all the key elements and relationships for applying good IT systems and good network security. This is known as network security architecture. This architecture increases the capabilities of any organization in terms of its practical application. This work has a new approach to network security architecture by using the Zachman Framework capabilities. The network security architecture of nuclear and academic facilities academic centers is discussed to show how a conceptual model can be implemented in a real organization. This new approach makes any Local Area Network LAN more secure and more flexible than any conventional security procedures without affecting the performance of the LAN. Creating security architecture for nuclear and research facilities by the Zachman matrix (data, function, and network) provide the answers to what data assets the organization controls, how they are used, and where they are located. Nuclear facilities, as one of the major users of information and communication technology, present a good case study for applying the proposed architecture. Therefore the Zachman matrix provides the answers to what data assets the nuclear and research facilities controls by setting up the ideal use and ideal places for these data.

    Received: Jun. 9, 2019 Accepted: Jul. 1, 2019 Published: Jul. 13, 2019

    DOI: 10.11648/ View: Downloads: