Information and Software Technologies: 26th International Conference, ICIST 2020, Kaunas, Lithuania, October 15–17, 2020, Proceedings (Communications in Computer and Information Science Book 1283)

This book constitutes the refereed proceedings of the 26th International Conference on Information and Software Technologies, ICIST 2020, held in Kaunas, Lithuania, in October 2020. The 23 full papers and 7 short papers presented were carefully reviewed and selected from 78 submissions. The papers are organized in topical sections on ​business intelligence for information and software system; software engineering; information technology applications. Front Matter ....Pages i-xiii Front Matter ....Pages 1-1 Survey of Open-Source Clouds Capabilities Extension (Rita Butkiene, Jaroslav Karpovic, Ricardas Sabaliauskas, Laurynas Sriupsa, Mindaugas Vaitkunas, Gytis Vilutis)....Pages 3-13 A Novel Model Driven Framework for Image Enhancement and Object Recognition (Yawar Rasheed, Muhammad Abbas, Muhammad Waseem Anwar, Wasi Haider Butt, Urooj Fatima)....Pages 14-25 Knowledge-Based Generation of the UML Dynamic Models from the Enterprise Model Illustrated by the Ticket Buying Process Example (Ilona Veitaite, Audrius Lopata)....Pages 26-38 Standardised Questionnaires in Usability Evaluation. Applying Standardised Usability Questionnaires in Digital Products Evaluation (Oana Alexandra Rotaru, Silviu Vert, Radu Vasiu, Diana Andone)....Pages 39-48 Research of Semi-automated Database Development Using Data Model Patterns (Vytautas Volungevičius, Rita Butkienė)....Pages 49-59 Decision-Making Model at the Management of Hybrid Power Grid (Sergii Tymchuk, Sergii Shendryk, Vira Shendryk, Anton Panov, Anastasia Kazlauskaite, Tetiana Levytska)....Pages 60-71 Mining Data with Many Missing Attribute Values Using Global and Saturated Probabilistic Approximations Based on Characteristic Sets (Patrick G. Clark, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec)....Pages 72-83 Analytical Model of Design Workflows Organization in the Automated Design of Complex Technical Products (Nikolay Voit, Sergey Kirillov, Semen Bochkov, Irina Ionova)....Pages 84-101 A Model-Driven Framework for Optimum Application Placement in Fog Computing Using a Machine Learning Based Approach (Madeha Arif, Farooque Azam, Muhammad Waseem Anwar, Yawar Rasheed)....Pages 102-112 Diffusion of Knowledge in the Supply Chain over Thirty Years - Thematic Areas and Sources of Publications (Anna Maryniak, Yuliia Bulhakova, Włodzimierz Lewoniewski, Monika Bal)....Pages 113-126 Front Matter ....Pages 127-127 Genetic Optimization Approach to Construct Schedule for Service Staff (Dalia Čalnerytė, Andrius Kriščiūnas, Rimantas Barauskas)....Pages 129-139 Sigma Key Agreement Protocol for e-Banking System (Donatas Bartkus, Ausrys Kilciauskas, Eligijus Sakalauskas)....Pages 140-146 Table Header Correction Algorithm Based on Heuristics for Improving Spreadsheet Data Extraction (Viacheslav Paramonov, Alexey Shigarov, Varvara Vetrova)....Pages 147-158 A Review of Self-balancing Robot Reinforcement Learning Algorithms (Aistis Raudys, Aušra àubonienė)....Pages 159-170 Exploring Web Service QoS Estimation for Web Service Composition (Guillermo Rodríguez, Cristian Mateos, Sanjay Misra)....Pages 171-184 Random Forests and Homogeneous Granulation (Krzysztof Ropiak, Piotr Artiemjew)....Pages 185-195 Orchestration Security Challenges in the Fog Computing (Nerijus àatkauskas, Algimantas Venčkauskas, Nerijus Morkevičius, Agnius Liutkevičius)....Pages 196-207 A Novel Edge Detection Operator for Identifying Buildings in Augmented Reality Applications (Ciprian Orhei, Silviu Vert, Radu Vasiu)....Pages 208-219 Military Vehicle Recognition with Different Image Machine Learning Techniques (Daniel Legendre, Jouko Vankka)....Pages 220-242 Run-Time Class Generation: Algorithm for Decomposition of Homogeneous Classes (Dmytro O. Terletskyi)....Pages 243-254 Twitter Based Classification for Personal and Non-personal Heart Disease Claims (Ghita Amrani, Fadoua Khennou, Nour El Houda Chaoui)....Pages 255-269 Front Matter ....Pages 271-271 Escape the Lab: Chemical Experiments in Virtual Reality (Airidas Janonis, Eligijus Kiudys, Martynas Girdžiūna, Tomas Blažauskas, Lukas Paulauskas, Aleksandras Andrejevas)....Pages 273-282 The VOIL Digital Transformation Competence Framework. Evaluation and Design of Higher Education Curricula (Klaus North, Andreas Hermann, Isabel Ramos, Nekane Aramburu, Daina Gudoniene)....Pages 283-296 Gamified Evaluation in Game-Based Learning (Pavel Boytchev, Svetla Boytcheva)....Pages 297-308 Hyperparameter Tuning Using Automated Methods to Improve Models for Predicting Student Success (Bogdan Drăgulescu, Marian Bucos)....Pages 309-320 A Case Study of Applying Gamification in Teaching Project Management (Kristina Magylaitė, Lina Čeponienė, Mantas Jurgelaitis, Tomas Danikauskas)....Pages 321-333 Design of the Platform Solutions to Increase the Employability and E-Learning Opportunities for Low Skilled Women (Danguole Rutkauskiene, Greta Volodzkaite)....Pages 334-342 Front Matter ....Pages 343-343 Cross-lingual Metaphor Paraphrase Detection – Experimental Corpus and Baselines (Martin Víta)....Pages 345-356 Deep Learning-Based Part-of-Speech Tagging of the Tigrinya Language (Senait Gebremichael Tesfagergish, Jurgita Kapociute-Dzikiene)....Pages 357-367 Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging (Frederik S. Bäumer, Joschka Kersting, Bianca Buff, Michaela Geierhos)....Pages 368-382 Back Matter ....Pages 383-384