Knowledge-Based Software Engineering

1. Knowledge-Based Methods and Tools for Testing, Verification and Validation, Maintenance and Evolution

   1. Evaluation of Hardware Implementations of CORDIC-Like Algorithms in FPGA Using OpenCL Kernels

      • Andrey Andreev, Evgueni Doukhnitch, Vitaly Egunov, Dmitriy Zharikov, Oleg Shapovalov, Sergey Artuh

      Pages 228-242

   2. The Beta Version of Implementation Tool for SURE Model

      • Uranchimeg Tudevdagva, Tumurchudur Lkham, Wolfram Hardt

      Pages 243-251

   3. Evaluation of Flexibility to Changes Focusing on the Variable Structures in Legacy Software

      • Takanori Sasaki, Nobukazu Yoshioka, Yasuyuki Tahara, Akihiko Ohsuga

      Pages 252-269

   4. The Adoption of Machine Learning Techniques for Software Defect Prediction: An Initial Industrial Validation

      • Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Wilhelm Meding

      Pages 270-285

   5. Mixed Diagnostic Testing: Tasks with Formula Type Answer

      • Yury Kostyuk, Alex Fux, Irina Fux, Vladimir Razin, Anna Yankovskaya

      Pages 286-293

2. Natural Language Processing, Image Analysis and Recognition

   1. Thematic Clustering Methods Applied to News Texts Analysis

      • Anastasia N. Soloshenko, Yulia A. Orlova, Vladimir L. Rozaliev, Alla V. Zaboleeva-Zotova

      Pages 294-310

   2. Extracting the Translation of Anime Titles from Web Corpora Using CRF

      • Maiko Yamazaki, Hajime Morita, Kanako Komiya, Yoshiyuki Kotani

      Pages 311-320

   3. Method of Ontology-Based Extraction of Physical Effect Description from Russian Text

      • Sergey Fomenkov, Dmitriy Korobkin, Sergey Kolesnikov

      Pages 321-330

   4. Two-Stage Segmentation Method for Context-Sensitive Image Analysis

      • Aleksey V. Alekseev, Yulia A. Orlova, Vladimir L. Rozaliev, Alla V. Zaboleeva-Zotova

      Pages 331-340

   5. Super-Resolution Approach to Increasing the Resolution of Image

      • Vladislav Agafonov

      Pages 341-355

3. Knowledge-Based Methods and Applications in Information Security, Robotics and Navigation

   1. Design and Implementation of a Context-Based Security Model

      • Tadashi Iijima, Satoshi Kido

      Pages 356-370

   2. Mobile Security Solution for Enterprise Network

      • Alla G. Kravets, Ngoc Duong Bui, Mohammed Al-Ashval

      Pages 371-382

   3. The Control System of the Eight-Legged Mobile Walking Robot

      • Andrey Andreev, Victor Zhoga, Valeriy Serov, Vladimir Skakunov

      Pages 383-392

   4. Development of a Protocol to Ensure the Safety of User Data in Social Networks, Based on the Backes Method

      • Lê Xuân Quyên, Alla G. Kravets

      Pages 393-399

4. Decision Support Methods for Software Engineering

   1. Algorithms of Ranking and Classification of Software Systems Elements

      • Irina Kosmacheva, Irina Kvyatkovskaya, Irina Sibikina, Yuliya Lezhnina

      Pages 400-409

   2. Fuzzy and Hierarchical Models for Decision Support in Software Systems Implementations

      • Vladimir Ivanovich Averchenkov, Vyacheslav Vasilievich Miroshnikov, Alexander Georgievich Podvesovskiy, Dmitriy Aleksandrovich Korostelyov

      Pages 410-421

   3. In Process Homogeneous Object-Binding Structure for Preference Zone Based Decision Making

      • Daniel Reißner, Wolfram Hardt

      Pages 422-432

   4. Hybrid Expert System Development Using Computer-Aided Software Engineering Tools

      • Natalia A. Polkovnikova, Victor M. Kureichik

      Pages 433-445

5. Architecture of Knowledge-Based Systems, Including Intelligent Agents and Softbots

   1. Forecasting Model of Small City Depopulation Processes and Possibilities of Their Prevention

      • Elena Georgievna Krushel, Ilya Victorovich Stepanchenko, Alexander Eduardovich Panfilov, Ivan Mikhailovich Haritonov, Elena Dmitrievna Berisheva

      Pages 446-456

   2. Developing a Model of Multi-Agent System of a Process of a Tech Inspection and Equipment Repair

      • Vladislav Panteleev, Aleksey Kizim, Valery Kamaev, Olga Shabalina

      Pages 457-465

This book constitutes the refereed proceedings of the 11th Joint Conference on Knowledge-Based Software-Engineering, JCKBSE 2014, held in Volgograd, Russia, in September 2014. The 59 full and 3 short papers presented were carefully reviewed and selected from 197 submissions. The papers are organized in topical sections on methodology and tools for knowledge discovery and data mining; methods and tools for software engineering education; knowledge technologies for semantic web and ontology engineering; knowledge-based methods and tools for testing, verification and validation, maintenance and evolution; natural language processing, image analysis and recognition; knowledge-based methods and applications in information security, robotics and navigation; decision support methods for software engineering; architecture of knowledge-based systems, including intelligent agents and softbots; automating software design and synthesis; knowledge management for business processes, workflows and enterprise modeling; knowledge-based methods and applications in bioscience, medicine and justice; knowledge-based requirements engineering, domain analysis and modeling; intelligent user interfaces and human-machine interaction; lean software engineering; program understanding, programming knowledge, modeling programs and programmers.

• NLP
• artificial intelligence
• collaboration in software development
• data mining
• decision support systems
• image processing
• knowledge management
• knowledge representation and reasoning
• machine learning
• requirements engineering
• software creation and management
• software development techniques
• software engineering
• software engineering education
• software systems structures

• Volgograd State Technical University, Volgograd, Russia

  Alla Kravets, Maxim Shcherbakov, Marina Kultsova

• Department of Administration Engineering, Keio University, Yokohama-shi, Japan

  Tadashi Iijima

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