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Data Science – Analytics and Applications

Proceedings of the 1st International Data Science Conference – iDSC2017

  • Peter Haber
  • Thomas Lampoltshammer
  • Manfred Mayr

Table of contents

  1. Front Matter
    Pages I-XXIII
  2. Full Papers – Double Blind Reviewed and Reasoning and Predictive Analytics

  3. Data Analytics in Community Networks

    1. Front Matter
      Pages 31-31
    2. Christian Backhage, Kostadin Cvejoski, César Ojeda, Rafet Sifa
      Pages 33-38
    3. Christian Bauckhage, César Ojeda, Rafet Sifa, Shubham Agarwal
      Pages 39-43
    4. David C. Anastasiu
      Pages 45-50
  4. Data Analytics through Sentiment Analysis

    1. Front Matter
      Pages 51-51
    2. Cornelia Ferner, Werner Pomwenger, Stefan Wegenkittl, Martin Schnöll, Veronika Haaf, Arnold Keller
      Pages 53-57
    3. Eduardo Brito, Rafet Sifa, Kostadin Cvejoski, César Ojeda, Christian Bauckhage
      Pages 59-62
  5. User/Customer-centric Data Analytics

    1. Front Matter
      Pages 63-63
    2. Wassim El Hajj, Ghassen Ben Brahim, Cynthia El-Hayek, Hazem Hajj
      Pages 65-70
    3. Nikola Obrenović, Goran Vidaković, Ivan Luković
      Pages 71-76
    4. Erwin Filtz, Axel Polleres, Roman Karl, Bernhard Haslhofer
      Pages 77-82
  6. Data Analytics in Industrial Application Scenarios

    1. Front Matter
      Pages 83-83
    2. David Arnu, Edwin Yaqub, Claudio Mocci, Valentina Colla, Marcus Neuer, Gabriel Fricout et al.
      Pages 85-90
    3. Martin Atzmueller, David Arnu, Andreas Schmidt
      Pages 91-95
  7. Short Papers and Student Contributions

    1. Front Matter
      Pages 103-103
    2. Dorian Prill, Simon Kranzer, Robert Merz
      Pages 105-107
    3. Marco Gruber, Elisabeth Birnbacher, Tobias Fellner
      Pages 109-110
    4. Hofer Dominik
      Pages 111-112

About these proceedings

Introduction

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 providi

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


Editors

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 nation

al and

EU-fund

ed proj

ects in

ICT-related topics, such as Geoinformatics, Semantics, Social Media, Legal Informatics, and Open Data. He has a strong background 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.

Keywords

Industrial Application Scenarios Legal Landscape Industry Track Research Track FutureTDM Cloudera TensorFlow

Editors and affiliations

  • Peter Haber
    • 1
  • Thomas Lampoltshammer
    • 2
  • Manfred Mayr
    • 3
  1. 1.Fachhochschule SalzburgPuch/SalzburgAustria
  2. 2.its Informationstechnik & System-ManagementFachhochschule SalzburgPuch/SalzburgAustria
  3. 3.Informationstechnik & System-ManagementFachhochschule SalzburgPuch/SalzburgAustria

Bibliographic information

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