Fourth International Workshop on Experimental Economics and Machine Learning (EEML 2017)

Table of contents

    1. September 17-18, 2017 
    2. Subject Coverage
      1. Keywords
    3. Workshop Co-chairs
    4. Important Dates
      1. Final submission deadline:  July 30th, 2017
      2. Notification deadline: August 10th, 2017
      3. Camera ready submission deadline: August 20th, 2017
      4. Workshop date: September 17-18, 2017
    5. Submission Procedure
    6. Venue
    7. Proceedings
    8. Previous Workshops
      1. 2012
      2. 2013
      3. 2016

September 17-18, 2017 

at Dresden University of Technology (TU-Dresden), Germany

Subject Coverage

Workshop 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.

Keywords

Game Theory, Web Mining, Mechanism Design, Behavioral Science, Machine Learning, Business Intelligence, Data Mining, Experimental Economics, Complex Networks, Econometrics, Human Behavior Modeling, Concept Lattices, Behavioral Economics, Data Science, Knowledge Discovery, Text Mining, Social Sciences, Bayes Nets, Markov Nets, Petri Nets, Neural Nets, Decision Trees, Linear Models, Clustering, Ontologies, Real Data, Cognitive Science

Workshop Co-chairs

Rustam Tagiew, Entrepreneur, Ontonovation, Germany

Dmitry Ignatov, Associate Professor,National Research University HSE, Russia

Andreas Hilbert, Professor for Business Intelligence, TU Dresden, Germany

Kai Heinrich, Scientific Assistant, TU Dresden, Germany

Radhakrishnan Delhibabu, Associate Professor, Kazan Federal University, Russia

Important Dates

Final submission deadline:  July 30th, 2017

Notification deadline: August 10th, 2017

Camera ready submission deadline: August 20th, 2017

Workshop date: September 17-18, 2017

Submission Procedure

The submission Web page for EEML 2017 is

https://easychair.org/conferences/?conf=eeml2017.

Electronic version of full paper complete with authors’ affiliations should be submitted through the conference electronic submission system. Manuscripts must be prepared with LaTeX or Microsoft Office and should follow the Springer format available at http://www.springer.de/comp/lncs/authors.html.The maximum number of accepted papers by an individual author that can be covered by the workshop’s registration charge is 3. The papers over 12 pages are not allowed.
 

Venue

Workshop will be held at Technical University of Dresden. Exact location will be announced.

Proceedings

All accepted papers  are published online on the CEUR-Workshop web site in Vol-1968, will be indexed by Scopus and also integrated into RePEc.

Previous Workshops

2012

EEML 2012 Proceedings are available at the CEUR-Workshop website.

2013

Second EEML took place in Dallas, TX, USA as a part of the workshop program of IEEE ICDM 2013. EEML 2013 delivered talks are listed on the workshop website and the proceedings can be downloaded from IEEE Xplore as a part of ICDMW 2013.

2016

Third EEML 2016 took place in Moscow, Russia as a part of workshop program of CLA 2016. The proceedings are available over CEUR-Workshop website as and are listed in DBLP.

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Last modified: Nov 22, 2017