| Vol-1627 urn:nbn:de:0074-1627-1 Copyright © 2016 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# EEML 2016
Experimental Economics and Machine Learning

### Proceedings of the Third Workshop on Experimental Economics and Machine Learning
co-located with the 13th International Conference on Concept Lattices and Their Applications (CLA 2016)

### Moscow, Russia, July 18, 2016

Edited by

### Rustam Tagiew *
Dmitry I. Ignatov **
Andreas Hilbert ***
Radhakrishnan Delhibabu ****

* Polarez Engineering, Dresden, Germany
** Faculty of Computer Science, National Research University Higher School of Economics, Moscow, Russia
*** Business Intelligence Research, Faculty of Business and Economics, Technische Universität Dresden, Germany
**** Institue of Information Technology and Information Systems, Kazan Federal University, Russia

## Table of Contents

- Preface

### Keynote Talk

- What is a Fair Value of Your Recommendation List? 1-12
  Vladimir Bobrikov, Elena Nenova, Dmitry I. Ignatov

### Regular Papers

- Choice of the Group Increases Intra-Cooperation 13-23
  Tatiana Babkina, Mikhail Myagkov, Evgeniya Lukinova, Anastasiya Peshkovskaya, Olga Menshikova, Elliot Berkman
- Modelling Human-like Behavior through Reward-based Approach in a First-Person Shooter Game 24-33
  Ilya Makarov, Peter Zyuzin, Pavel Polyakov, Mikhail Tokmakov, Olga Gerasimova, Ivan Guschenko-Cheverda, Maxim Uriev
- Studying of the Family Formation Trajectories Deinstitutionalization in Russia Using Sequence Analysis 34-47
  Ekaterina Mitrofanova, Alyona Artamonova
- QAIDS Model Based On Russian Pseudo-panel Data: Impact of 1998 and 2008 Crises 48-60
  Henry Penikas, Maria Ermolova
- Using Emotional Markers' Frequencies in Stock Market ARMAX-GARCH Model 61-72
  Alexander Porshnev, Valeriya Lakshina, Ilya Redkin
- Finding the Sweet Spot in the City: a Monopolistic Competition Approach 73-81
  Elizaveta Bespalova, Alim Moskalenko, Alexander Safin, Constantine Sorokin, Andrey Yagolkovsky
- Gift Ratios in Laboratory Experiments 82-93
  Rustam Tagiew, Dmitry I. Ignatov
- Churn Prediction for Game Industry Based on Cohort Classification Ensemble 94-100
  Evgenii Tsymbalov

### Project proposals

- Scientific Portal of University Department -- Shaping User's Research Area through their Behavior 101-110
  Nataly Zhukova, Mikhail Navrotskiy
- Big Data and Machine Learning in E-government: Automatic Expert Evaluation Case 111-122
  Nikita Nikitinsky, Sergey Shashev, Polina Kachurina, Alexander Bespalov

### Abstracts

- Small Differences in Experience Bring Large Differences in Performance 123-125
  Sheen S. Levine, Charlotte Reypens

### Full Proceedings

- The complete EEML 2016 proceedings in one ZIP file
- The camera-ready version of EEML 2016 proceedings printed by HSE (~12 Mb)

2016-07-25: submitted by Dmitry Ignatov, metadata incl. bibliographic data published under Creative Commons CC0
2016-07-25: published on CEUR-WS.org |valid HTML5|