| Vol-1968 urn:nbn:de:0074-1968-5 Copyright © 2017 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 2017

# Experimental Economics and Machine Learning

### Proceedings of the Fourth Workshop on Experimental Economics and Machine Learning

### Dresden, Germany, September 17-18, 2017.

Edited by

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

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

## Table of Contents

- Preface

### Keynote Talk

- Deep Learning and Economical Applications 1
  Kai Heinrich

### Regular Papers

- Predicting Psychology Attributes of a Social Network User 2-8
  Rustem M. Khayrullin, Ilya Makarov, Leonid E. Zhukov
- Combination of Content-Based User Profiling and Local Collective Embeddings for Job Recommendation 9-17
  Vasily Leksin, Andrey Ostapets, Mikhail Kamenshikov, Dmitry Khodakov, Vasily Rubtsov
- Sociality is Not Lost with Monetary Transactions within Social Groups 18-30
  Evgeniya Lukinova, Tatiana Babkina, Anna Sedush, Ivan Menshikov, Olga Menshikova, Mikhail Myagkov
- Black-Box Classification Techniques for Demographic Sequences: from Customised SVM to RNN 31-40
  Anna Muratova, Pavel Sushko, Thomas H. Espy
- Do Women Socialize Better? Evidence from a Study on Sociality Effects on Gender Differences in Cooperative Behavior 41-51
  Anastasia Peshkovskaya, Mikhail Myagkov, Tatiana Babkina, Evgeniya Lukinova
- Behavior Mining in h-index Ranking Game 52-61
  Rustam Tagiew, Dmitry I. Ignatov

### Abstracts

- Empirical Evaluation of Neural Networks on Stocks of Pakistan Stock Exchange 62
  Ali Abdullah, Ambreen Hanif, Noman Javed

### Full Proceedings

- The complete EEML 2017 proceedings in one ZIP file
- The camera-ready version of EEML 2017 proceedings

2017-10-28: submitted by Dmitry Ignatov, metadata incl. bibliographic data published under Creative Commons CC0
2017-10-28: published on CEUR-WS.org |valid HTML5|