Информационные управляющие системы и технологии (ИУСТ-ОДЕССА-2013). Материалы Международной научно-практической конференции, 8-10 октября 2013 г.
This edition of Procedia Computer Science represents the proceedings of the 23rd International Conference on Knowledge - Based and Intelligent Information & Engineering Systems (KES 2019), organised by KES International and held at the Danubius Health Spa Resort, Budapest over 4-6 September 2019. KES 2019 was the 23rd event in a series of broad-spectrum intelligent systems conferences first held in Adelaide, Australia in 1997. The main aim of this KES conference series is to provide an internationally respected forum for the dissemination of research results and the discussion of issues relating to the theory, technologies and applications of intelligent engineering and information systems. This truly international conference attracted submissions from a substantial number of researchers and practitioners from all over the world, who submitted their papers to three general tracks, one thematic track and 34 special sessions on specific topics. A large number of submissions was received and each paper was peer reviewed by at least two members of the International Program Committee. From them, 274 high-quality papers were accepted for oral presentation and publication in Procedia Computer Science, submitted for indexing in Conference Proceedings Citation Index (CPCI) and Scopus. The conference chairs would like to express their gratitude to the Keynote Speakers: Prof Dana Barry, Clarkson University, USA, title of talk: 'STEM and ICT Education in Intelligent Environments'; Dr Carlos Toro, ARTC (Advanced Remanufacturing and Technology Centre) - A*Star, Singapore, title of talk: 'Smart Manufacturing coming of age'; Prof Katsutoshi Yada, Kansai University, Japan, title of talk: 'Sensor Marketing and Data Mining'; Prof Cecilia Zanni-Merk, INSA Rouen Normandie / LITIS Laboratory, France, title of talk 'On the need of an Explainable Artificial Intelligence'; and Prof Sergey Zykov, National Research University Higher School of Economics, Russia, title of talk: 'IT Crisisology: the New Discipline for Managing Software Development in Crisis'. We would like to acknowledge also the Programme Co-Chairs, the General Track Chairs, the International Programme Committee members and reviewers for their valuable efforts in the review process, helping us to guarantee the highest quality possible for the conference. We would also like to thank the organisers and chairs of the special sessions which make an essential contribution to the success of the conference. Lastly, we would like to thank all the authors, presenters and delegates for their valuable contribution in making this an extraordinary event. KES International hopes and intends that KES2019 will make a significant contribution to international research collaboration and understanding, an essential task for the promotion of scientific joint work and excellence.
The paper considers organizational changes and competencies development necessary to use IT in higher education institute effectively. The discussion starts with the problem of complementary relations between information systems, institution’s organizational practices and the requirements for the competencies of teachers and other staff, and its basic consequences. The methods of analysis of the relationships between organizational practices and to develop approaches to organizational change in high school are introduced. Finally a system of organizational practices and staff competencies to improve IT effectiveness is presented
The proceedings contain 94 papers. The special focus in this conference is on Rough Sets. The topics include: Approximations from anywhere and general rough sets; generalized ideals and co-granular rough sets; certainty-based rough sets; the rough membership function on one type of covering-based rough sets and its applications; mereogeometry based approach for behavioral robotics; similarity based rough sets; a topological approximation space based on open sets of topology generated by coverings; actual existence predicate in mereology and mereotopology; path planning based on potential fields from rough mereology; three-way dicision community detection algorithm based on local group information; actionable strategies in three-way decisions with rough sets; rough set approximations in an incomplete information table; two novel decomposition approaches for knowledge acquisition model; three-way decisions with DEA approach; covering-based optimistic multigranulation decision-theoretic rough sets based on maximal descriptors; a three-way decision model based on intuitionistic fuzzy decision systems; sequential three-way decisions in efficient classification of piecewise stationary speech signals; a three-way recommender system for popularity-based costs; three-way decisions based on intuitionistic fuzzy sets; a framework of three-way cluster analysis; a semi-supervised three-way clustering framework for multi-view data; determining thresholds in three-way decisions; three-way decisions cost model based on continuous domain; conflict analysis for Pythagorean fuzzy information systems; attribute reduction in utility-based decision-theoretic rough set models; resolving the conflicts between cuts in a decision tree with verifying cuts and depression behavior detection model based on participation in serious games.
In this paper CASE-technology METAS intended for development of distributed dynamically adaptable information systems is presented. This technology is based on interpretation of the multilevel models describing information system and its domain from the various points of view and at different levels of abstraction. New models expanding functionality of information system can be developed on the basis of existing models.
The development of e-Health in the digital economy requires a comprehensive information exchange between all stakeholders. This interaction is ensured through the interoperability of information systems, data, technical solutions, processes and management methods. In an interoperable information environment, a synergistic effect of interaction is achieved, in which each participant benefits from the use of data and increases the efficiency of their activities. Interoperability is necessary to create a single barrier-free information environment based on the principles of openness, transparency, reusability, technological neutrality, user-centricity, information security and privacy. The article reveals the principles of interoperability applicable to the field of e-Health with reference to the experience of the European Union where the concept of interoperability has been most developed. Each of the principles is examined through the prism of legal issues that need to be taken into account during their implementation. Particular attention is paid to standardization, information security requirements (including the security of medical devices and applications), conflict resolution between the principle of long-term storage of data for reuse and legislation on personal data.
The article points out the positive steps towards the regulatory and legal support of the interaction of health information systems in the Russian Federation. Thus, the Russian legislation provides the framework for development of the Unified state health information system (EGISZ). However, it stresses the fact that interoperability should not be isolated (intra-industry). Interoperability in a broad sense means openness of interaction with other information systems (intersectoral interaction), the architecture of which should also be built on similar universal standards. This purpose reasons the need to develop a unified strategy for interoperability in the Russian Federation. Such a strategy requires an integrated approach at the national level and participation of all stakeholders in its development and implementation.
The purpose of the article is to determine the main directions to develop foreign language teaching to non-linguistic students and verify the effectiveness of a comprehensive approach to the teaching of all foreign language skills on the base of ICT. Review of the national scientific and pedagogical literature on the problem of using ICT tools for teaching foreign languages in non-linguistic universities and modelling of the information system for professionally-oriented language teaching were applied. The authors come to the conclusion that Russian universities can and should implement ICT tools to create the information and educational environment that, due to didactic potential of ICT, contributes to the improvement of learners’ linguistic, professional and ICT competencies. Successful testing of the applied integrated foreign language teaching based on ICT proves its effectiveness. The article will be of interest to teachers, methodologists and researchers in the field of informatization of education.
A model for organizing cargo transportation between two node stations connected by a railway line which contains a certain number of intermediate stations is considered. The movement of cargo is in one direction. Such a situation may occur, for example, if one of the node stations is located in a region which produce raw material for manufacturing industry located in another region, and there is another node station. The organization of freight traﬃc is performed by means of a number of technologies. These technologies determine the rules for taking on cargo at the initial node station, the rules of interaction between neighboring stations, as well as the rule of distribution of cargo to the ﬁnal node stations. The process of cargo transportation is followed by the set rule of control. For such a model, one must determine possible modes of cargo transportation and describe their properties. This model is described by a ﬁnite-dimensional system of diﬀerential equations with nonlocal linear restrictions. The class of the solution satisfying nonlocal linear restrictions is extremely narrow. It results in the need for the “correct” extension of solutions of a system of diﬀerential equations to a class of quasi-solutions having the distinctive feature of gaps in a countable number of points. It was possible numerically using the Runge–Kutta method of the fourth order to build these quasi-solutions and determine their rate of growth. Let us note that in the technical plan the main complexity consisted in obtaining quasi-solutions satisfying the nonlocal linear restrictions. Furthermore, we investigated the dependence of quasi-solutions and, in particular, sizes of gaps (jumps) of solutions on a number of parameters of the model characterizing a rule of control, technologies for transportation of cargo and intensity of giving of cargo on a node station.
Event logs collected by modern information and technical systems usually contain enough data for automated process models discovery. A variety of algorithms was developed for process models discovery, conformance checking, log to model alignment, comparison of process models, etc., nevertheless a quick analysis of ad-hoc selected parts of a journal still have not get a full-fledged implementation. This paper describes an ROLAP-based method of multidimensional event logs storage for process mining. The result of the analysis of the journal is visualized as directed graph representing the union of all possible event sequences, ranked by their occurrence probability. Our implementation allows the analyst to discover process models for sublogs defined by ad-hoc selection of criteria and value of occurrence probability
The geographic information system (GIS) is based on the first and only Russian Imperial Census of 1897 and the First All-Union Census of the Soviet Union of 1926. The GIS features vector data (shapefiles) of allprovinces of the two states. For the 1897 census, there is information about linguistic, religious, and social estate groups. The part based on the 1926 census features nationality. Both shapefiles include information on gender, rural and urban population. The GIS allows for producing any necessary maps for individual studies of the period which require the administrative boundaries and demographic information.
Existing approaches suggest that IT strategy should be a reflection of business strategy. However, actually organisations do not often follow business strategy even if it is formally declared. In these conditions, IT strategy can be viewed not as a plan, but as an organisational shared view on the role of information systems. This approach generally reflects only a top-down perspective of IT strategy. So, it can be supplemented by a strategic behaviour pattern (i.e., more or less standard response to a changes that is formed as result of previous experience) to implement bottom-up approach. Two components that can help to establish effective reaction regarding new initiatives in IT are proposed here: model of IT-related decision making, and efficiency measurement metric to estimate maturity of business processes and appropriate IT. Usage of proposed tools is demonstrated in practical cases.