| Vol-2348 urn:nbn:de:0074-2348-5 Copyright © 2019 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# CERC 2019
Collaborative European Research Conference

### Proceedings of the 5th Collaborative European Research Conference (CERC 2019)

### Darmstadt, Germany, March 29-30, 2019.

Edited by

### Udo Bleimann *
Dirk Burkhardt *
Bernhard Humm *
Robert Löw *
Stefanie Regier **
Ingo Stengel **
Paul Walsh ***

* Hochschule Darmstadt – University of Applied Sciences, Faculty of Computer Science, Germany
** Hochschule Karlsruhe – University of Applied Sciences, Faculty of Computer Science & Business Information Systems, Germany
*** Cork Institute of Technology, Department of Computer Science, Ireland

## Table of Contents

- Preface

### Part 1: Big Data, Warehousing and Data Analytics

- Word Embedding Based Extension of Text Categorization Topic Taxonomies 15-26
  Tobias Eljasik-Swoboda, Felix Engel, Michael Kaufmann, Matthias Hemmje
- Student-Centric Learning Analytics: Putting Analytics into the Hands of Students (short paper) 27-36
  Craig Banyard, Ismini Vasileiou
- An Exploratory Data Analysis of the Ability of Western Musicians to Cope with Latency 37-48
  Jorge Medina Victoria
- Value of Smart Data for Supply Chain Decisions in a Data Rich, Uncertain World (short paper) 49-54
  Ganesh Sankaran, Martin Knahl, Guido Siestrup, Ismini Vasileiou

### Part 2: Internet of Things, Networks and Security

- Beamforming Techniques Performance Evaluation for 5G Massive MIMO Systems 57-68
  Irina Stepanets, Grigoriy Fokin, Andreas Müller
- Fast Predictive Maintenance in Industrial Internet of Things (IIoT) with Deep Learning (DL): A Review 69-80
  Thomas Rieger, Stefanie Regier, Ingo Stengel, Nathan Clarke
- Low Cost High Resolution Ampere Meter for Automated Power Tests for Constrained Devices 81-88
  Mario Hoss, Florian Westmeier, Jens-Peter Akelbein
- Recommendations for Developing Safety-Related Systems with Graphical Languages 89-102
  Nick Berezowski, Markus Haid, Marie-Elisabeth Hartmann
- Evaluation of Hardware Requirements for Device Management of Constrained Nodes Based on the LWM2M Standard (short paper) 103-110
  Paul Schmelzer, Jens-Peter Akelbein
- Scene-Adaptive Optimization Scheme for Depth Sensor Networks (short paper) 111-116
  Johannes Wetzel, Samuel Zeitvogel, Astrid Laubenheimer, Michael Heizmann

### Part 3: Visual Computing

- Immersive Shopping Presentation of Goods in Virtual Reality 119-130
  Matthias Wölfel, Anna Reinhardt,
- What Do Serious Games Developers Search Online? A Study of GameDev StackExchange 131-142
  Philippe Tamla, Thilo Böhm, Christian Nawroth, Matthias Hemmje, Michael Fuchs
- Improving Network Configurations by the Analysis of Bipartite Geometric Network Structures in the Euclidean Vector Spaces R2 and R3 143-154
  Torsten Miertsch
- Survey: Software Search in Serious Games Development 155-166
  Philippe Tamla, Thilo Böhm, Kerstin Gaisbachgrabner, Jana Mertens, Matthias Hemmje, Michael Fuchs
- Modular Novelty Detection System for Driving Scenarios (short paper) 167-172
  Maike Rees, Melanie Senn, Pratik P. Brahma, Astrid Laubenheimer

### Part 4: Smart Healthcare and Safety Systems

- The Acceptance and Consulting Quality of Automatic Emergency Call Systems for Cars (short paper) 175-184
  Stefanie Regier, Vjollca Sadikaj, Fatbardha Shabani, Ingo Stengel
- Demonstrating Machine Learning for Cancer Diagnostics 185-194
  Paul Walsh, Jennifer Lynch, Brian Kelly, Cintia Palu, Onofrio Gigliotta, Raffaele Di Fuccio
- Support Vector Machine Learning for ECG Classification 195-204
  Paul Walsh
- Machine Learning for Melanoma Management in a Clinical Setting (short paper) 205-210
  Paul Walsh, Jennifer Lynch, Brian Kelly, Timothy Manning
- Current Cybersecurity Maturity Models: How Effective in Healthcare Cloud? 211-222
  Opeoluwa Ore Akinsanya, Maria Papadaki, Lingfen Sun
- Anonymizing Clinical and Genetic Data of Patients with Minimum Information Loss (short paper) 223-230
  Dimitrios Dimitrios, Athanasios Mpouras
- Mindmanager: The Psychologically Informed App to Manage Weight Loss (short paper) 231-235
  Ryan Donovan, Paul Walsh, James John Bowden

### Part 5: Smart Factory and Robotics

- Determination of Real-Time Operating Data by Means of Pattern Recognition from Energy Profile in Production (short paper) 239-248
  Simon Nicklas, Kevin Jachmann, Bastian Helt, Sven Rogalski
- Towards Digital Knowledge Transfer in Small and Medium-Sized Manufacturing Enterprises (short paper) 249-256
  Michael Filipenko, Alwin Hoffmann, Heike Krebs, Robert Löw, Marietta Menner, Diana Pistoll, Florian Priesmeier, Oliver Schneider
- E-Waste & the Circular Economy: An Irish Sme Context 257-276
  Tom O’Farrell, Angela Wright
- Framework for Requirement Analysis in the Design of Collaborative Robots on Construction Sides (short paper) 277-282
  Verena Steidel

### Part 6: Business and Society

- What Is This Thing Called Use Case Inheritance? 285-298
  Pierre Metz
- The Future of Innovation Coaching in Product Engineering: A Systematic Approach to Deriving the Future Competence Profile and Its Development Through Strategic Potential Identification 299-310
  Manuel Niever, Florian Marthaler, Melanush Kosejian, Carsten Hahn, Albert Albers
- A Survey of Automated Information Exchange Mechanisms Among CERTs 311-322
  Muhammd Mudassar Yamin, Basel Katt
- “Pricing Game” for Tacit Collusion and Passive Investment 323-334
  Kazuyuki Shimizu
- Digital Empathy Secures Frankenstein’s Monster 335-350
  Raymond Bond, Felix Engel, Michael Fuchs, Matthias Hemmje, Paul McKevitt, Mike McTear, Maurice Mulvenna, Paul Walsh, Huiru Jane Zheng
- Measuring the Impact of Privacy Concerns, Perceived Risk and Trust on the Continuance Intention of Facebook Users by Means of PLS-SEM (short paper) 351-358
  Dilek Taşkın, Çağatan Taşkın
- Multi-Project Sequencing in the Retail Sector (short paper) 359-366
  Semih-Eren Karakilic, Declan O Connor, Andreas Thümmel
- Dealing with Service Failure Smarter: The Critical Role of Customer Voice Management in Service Recovery Process (short paper) 367-372
  Phimai Nuansi, Piya Ngamcharoenmongkol
- The Influence of Internet Celebrities (Wanghongs) on Social Media Users in China (short paper) 373-379
  En-Chi Chang, Tony Woo

### Part 7: Nature Science and Engineering (Best Session Award)

- A Survey of Fire Loads for Different Room Types Found in a Third Level Educational Building (Best Paper Award) (short paper) 387-396
  G. M. Doyle, A. Macilwraith
- The Effect of Microwave Irradiation on Hard Rock as Pre-Treatment to Increase the Efficiency of Underground Mining 397-406
  S. Cemhan, G. Kelly, J. Schmitt
- Simultaneous PIV/SO2-PLIF Imaging in Multi-Regime Combustion Processes (short paper) 383-386
  D. Butz, S. Walther, A. Breicher, S. Hartl, C. Hasse, A. Dreizler, D. Geyer
- Air Flow and Heat Exchange Simulation of a Rotary Heat Exchanger of Polyethylene Terephthalate (PET) as a Sustainable Alternative for Aluminum (short paper) 407-411
  J. Ganzwind, M. Hammermeister, S. Dolata, F. Nebel, T. Schröder

2019-04-08: submitted by Dirk Burkhardt, metadata incl. bibliographic data published under Creative Commons CC0
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