Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Communications in Computer and Information Science (CCIS, volume 535)
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About this book
This book constitutes the refereed proceedings of the First Conference on Creativity in Intelligent Technologies and Data Science, CIT&DS 2015, held in Volgograd, Russia, in September 2015. The 66 revised full papers and two short papers presented were carefully reviewed and selected from 208 submissions. The papers are organized in topical sections on computational creativity for science and design; knowledge discovery in patent and open sources for creative tasks; software computer-aided design and agent-based systems; conceptual, cognitive and qualitative modeling with application in intelligent decision making; design creativity in CAD/CAM/CAE/PDM; intelligent decision support for continual improvement process; data science in energy management, transportation and urban development; data science in social networks analysis; natural language and image processing and analysis; game-based learning technologies in engineering education and educational games design; personalized learning in Web-based intelligent educational systems; e-inclusion: development of smart mobile applications for people with disabilities.
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Keywords
- Artificial intelligence
- Computer-aided design
- Conceptual modeling
- Creativity
- Data science
- Decision support systems
- Distributed computing methodologies
- Energy management systems
- Game-based learning technologies
- Intelligent decision support
- Intelligent technologies
- IT in e-inclusion
- Knowledge discovery
- Knowledge representation and reasoning
- Machine learning
- Modeling and simulation
- Natural language and image processing
- Social computing
- Social networks analysis
- Urban development
Table of contents (69 papers)
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Front Matter
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Computational creativity for science and design
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Front Matter
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Knowledge discovery in patent and open sources for creative tasks
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Front Matter
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Software computer-aided design & Agent-Based Systems
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Front Matter
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Software computer-aided design & Agent-Based Systems
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Conceptual, cognitive and qualitative modeling with application in intelligent decision making
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Front Matter
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Editors and Affiliations
Accessibility Information
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Bibliographic Information
Book Title: Creativity in Intelligent Technologies and Data Science
Book Subtitle: First Conference, CIT&DS 2015, Volgograd, Russia, September 15-17, 2015. Proceedings
Editors: Alla Kravets, Maxim Shcherbakov, Marina Kultsova, Olga Shabalina
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-319-23766-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-23765-7Published: 14 September 2015
eBook ISBN: 978-3-319-23766-4Published: 11 September 2015
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XVIII, 861
Number of Illustrations: 345 illustrations in colour
Topics: Information Systems and Communication Service, Artificial Intelligence, Computer-Aided Engineering (CAD, CAE) and Design