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Special Issue 2015 : Special Issue of the Springer journal, Environment, Systems and Decisions, to focus on data-driven modeling techniques and their applications in electronic commerce (e-commerce).


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Submission Deadline May 1, 2015

Call For Papers

Call for Papers: Special Issue of the Springer journal, Environment, Systems and Decisions, to focus on data-driven modeling techniques and their applications in electronic commerce (e-commerce).


Data-driven modeling is a rapidly developing field as modern societies have entered the data era. Machine learning is a core area of data-driven modeling research with deep connections to optimization, automated cognition, and intelligent behavior. E-commerce is among the most important application areas for machine learning and data analytics. The e-commerce industry generates enormous amounts of data that come from various sources, such as social networks, online reviews, online click behavior, product information, sensors, user profiles, location, public and open data. The development of effective methods of extracting useful information from these disparate and massive data stores is challenging and will drive data-driven modeling research and its application to value creation in modern commerce.


The Editors-in-Chief of the journal invite submissions in the area of Data-Driven Modeling and

Applications in E-Commerce. Papers are encouraged in, but not limited to, the following areas:

• Autonomous agent systems in e-

• Automatic shopping, trading and

• Recommender systems

• Computational advertising

• Innovative machine learning

• User modeling and targeting

• Pricing decision and inventory

• Fraud and anomaly detection

• Modeling of trading behavior

• Online learning for e-commerce

• Large-scale data analysis algorithms

• Sentiment modeling and analysis

Contact Details & Schedule

Inquiries regarding this Call for Papers should be directed to the Guest Editors for the special issue:

Prof. Peter A. Beling, beling at
Dr. Qifeng Qiao, qifengqiao at

Online submission:
Please designate the ESD Special Issue on Data-Driven Modeling and Applications in E-Commerce.

Manuscripts are encouraged to be submitted prior to May 1, 2015. Review of manuscripts begins immediately. Manuscripts accepted for publication will be published online immediately after the galley proof is finalized and subsequently in the printed version of the Special Issue, expected in early 2016.

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