EEML 2019: Experimental Economics and Machine Learning National Research University Higher School of Economics (Perm Campus) Perm, Russia, September 23-26, 2019 |
Conference website | https://eeml.hse.ru/2019/ |
Submission link | https://easychair.org/conferences/?conf=eeml2019 |
Abstract registration deadline | August 11, 2019 |
Submission deadline | August 17, 2019 |
Workshop EEML concentrates on an interdisciplinary approach to modeling human behavior incorporating data mining and/or expert knowledge from behavioral sciences. Data analysis results extracted from clean data of laboratory experiments can be compared with noisy industrial data-sets from the web e.g.. Insights from behavioral sciences will help data scientists. Behavior scientists will see new inspirations to research from industrial data science. Market leaders in Big Data, as Microsoft, Facebook, and Google, have already realized the importance of experimental economics know-how for their business.
In Experimental Economics, although financial rewards restrict subjects preferences in experiments, exclusive application of analytical game theory is not enough to explain the collected data. It calls for the development and evaluation of more sophisticated models. The more data is used for evaluation, the more statistical significance can be achieved. Since large amounts of behavioral data are required to scan for regularities, along with automated agents needed to simulate and intervene in human interactions, Machine Learning is the tool of choice for research in Experimental Economics. This workshop is aimed at bringing together researchers from both Data Analysis and Economics in order to achieve mutually-beneficial results.
Submission Guidelines
All papers must be original and not simultaneously submitted to another journal or conference. The following paper categories are welcome:
- Full papers of length upto 12 pages presenting an original research work
- Short papers of length upto 8 pages presenting preliminaries results of an original research
Electronic version of full paper complete with authors’ affiliations should be submitted through the conference electronic submission system. Use the submission link https://easychair.org/conferences/?conf=eeml2019.
Manuscripts are limited to be from 5 to 12 pages long and must be prepared with LaTeX or Microsoft Office and should follow the Springer format available at http://www.springer.de/comp/lncs/authors.html.
Program Committee
- Rustam Tagiew, Managing Shareholder, Polarez Engineering, Germany
- Dmitry Ignatov, Associate Professor, National Research University Higher School of Economics, Russia
- Aleksey Buzmakov, Associate Professor, National Research University Higher School of Economics, Russia
Invited Speaker
- Ayelet Gneezy, Associate Professor of Behavioral Sciences & Marketing, Rady School of Management, University of California, San Diego
Publication
All accepted to EEML 2019 papers will be included in the workshop’s proceedings to be published online on the CEUR-Workshop web site in a volume with ISSN, indexed by Scopus and also integrated into RePEc.
Venue
The conference will be held in Perm, Russia. Perm founded in 1723 by Vasily Tatishchev, a prominent Russian statesman appointed by the Tsar Peter the Great as a chief manager of Ural factories. A city of almost 1,000,000 people, Perm is situated on the eastern bank of the Kama river, 1200 km east of Moscow. Often described as an industrial center, Perm is a city of much diversity. Whether you like outdoor pursuits or you prefer something more cultural, Perm has something for everyone.
Contact
For questions, please contact Dmitry Ignatov at dignatov@hse.ru or +7 (926) 381 80 33 and Aleksey Buzmakov at avbuzmakov@hse.ru, +7 (919) 476 9042