Data Science – Analytics and Applications

Proceedings of the 1st International Data Science Conference – iDSC2017

Editors: Haber, Peter, Lampoltshammer, Thomas, Mayr, Manfred (Hrsg.)

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  • ISBN 978-3-658-19286-0
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About this book

The iDSC Proceedings reports on state-of-the-art results in Data Science research, development and business. Topics and content of the IDSC2017 proceedings are

• Reasoning and Predictive Analytics

• Data Analytics in Community Networks

• Data Analytics through Sentiment Analysis

• User/Customer-centric Data Analytics

• Data Analytics in Industrial Application Scenarios


Advances in technology and changes in the business and social environment have led to an increasing flood of data, fueling both the need and the desire to generate value from these assets. The emerging field of Data Science is poised to deliver theoretical and practical solutions to the pressing issues of data-driven applications.

The 1st International Data Science Conference (iDSC2017 / http://www.idsc.at) organized by Salzburg University of Applied Sciences in cooperation with Information Professionals GmbH, established a new key Data Science event, by pro

viding a forum for the international exchange of Data Science technologies and applications.

About the authors

FH-Ass. Prof. DI (FH) DI Peter Haber is professor for analog and digital signal processing and responsible coordinator of system theory and electrical engineering at the University of Applied Sciences Salzburg. He has been working as a researcher and project manager in national and international research projects; managing and coordinating both national and international projects, such as the two Leonardo da Vinci EU projects POOL and P2B. He is a member of the international advisory boards for the ICERI, INTEND and EDULEARN conferences since 2009.

DI (FH) Dr. Thomas Lampoltshammer, M.A. MSc is currently working as a Senior Scientist at the Department for E-Governance and Administration at Danube University Krems/Austria in the fields of Security Studies and associated societal challenges. His research experience covers national and EU-funded projects in ICT-related topics, such as Geoinformatics, Semantics, Social Media, Legal Informatics, and Open Data. He has a strong backg

round in the design and implementation of expert and decision-making systems, data analytics, as well as semantic-based reasoning. 

FH-Prof. Ing. MMag. Dr. Manfred Mayr is professor for IT management and department head at Salzburg University of Applied Sciences. He is a lecturer at international conferences and author of various publications in the field of IT-management and business informatics. He was the responsible coordinator and project manager of the two international “EU-Leonardo Da Vinci research projects” "POOL Project Organization OnLine" and Pool2Business (P2B) and various other national projects.

The editors are the conference chairs of the International Data Science Conference.

Table of contents (17 chapters)

  • Circadian Cycles and Work Under Pressure: A Stochastic Process Model for E-learning Population Dynamics

    Backhage, Christian (et al.)

    Pages 13-18

  • Investigating and Forecasting User Activities in Newsblogs: A Study of Seasonality, Volatility and Attention Burst

    Bauckhage, Christian (et al.)

    Pages 19-24

  • Knowledge-Based Short-Term Load-Forecasting for Maritime Container Terminals

    Ihle, Norman (et al.)

    Pages 25-30

  • Beyond Spectral Clustering: A Comparative Study of Community Detection for Document Clustering

    Backhage, Christian (et al.)

    Pages 33-38

  • Third Party Effect: Community Based Spreading in Complex Networks

    Bauckhage, Christian (et al.)

    Pages 39-43

Buy this book

eBook $39.99
price for USA (gross)
  • ISBN 978-3-658-19287-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover + eBook $49.99
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: November 19, 2017
  • ISBN 978-3-658-19286-0
  • Immediate eBook download after purchase
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Data Science – Analytics and Applications
Book Subtitle
Proceedings of the 1st International Data Science Conference – iDSC2017
Editors
  • Peter Haber
  • Thomas Lampoltshammer
  • Manfred Mayr
Copyright
2017
Publisher
Springer Vieweg
Copyright Holder
Springer Fachmedien Wiesbaden GmbH
eBook ISBN
978-3-658-19287-7
DOI
10.1007/978-3-658-19287-7
Hardcover ISBN
978-3-658-19286-0
Edition Number
1
Number of Pages
XXIII, 105
Number of Illustrations and Tables
65 b/w illustrations
Topics