By Sofia Ceppi, Nicola Gatti, Claudio Iuliano (auth.), Esther David, Valentin Robu, Onn Shehory, Sebastian Stein, Andreas Symeonidis (eds.)
This quantity comprises ten completely refereed and revised papers detailing fresh advances in examine on designing buying and selling brokers and mechanisms for agent-mediated e-commerce. They have been initially offered on the thirteenth foreign Workshop on Agent-Mediated digital trade (AMEC 2011), collocated with AAMAS 2011 in Taipei, Taiwan, or on the 2011 Workshop on buying and selling Agent layout and research (TADA 2011), collocated with IJCAI 2011 in Barcelona, Spain.
The papers provided at those workshops illustrate either the intensity and huge diversity of analysis subject matters during this box. they vary from delivering recommendations to open theoretical difficulties in on-line scheduling and bargaining less than uncertainty, to designing bidding brokers in a large quarter of software parts, comparable to digital trade, offer chain administration, or key-phrase ads, to designing brokers which can effectively reflect real human behaviors in real looking games.
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Additional resources for Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets: AMEC 2011, Taipei, Taiwan, May 2, 2011, and TADA 2011, Barcelona, Spain, July 17, 2011, Revised Selected Papers
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This behavior will continue for one more day, until the agent’s store is depleted. Then the bids will be low and the agent will maintain a no conversions status for three days. In order to choose the proportion of the VPC to bid in a real antagonistic environment, we have formulated the problem of choosing α into an associative n-armed bandit problem . Under this formulation, we switched bidding from b(υ) = α · υ to b(α, υ) = α · υ. Based on the experience gained from the TAC Supply Chain Management domain, we tried to maintain a low dimensionality in the state and action spaces for sampling efficiency.
The CMieux agent uses a k-nearest neighbor approach to estimate next day component costs. The contribution of the k-nearest neighbors is averaged using inverse distance weighting, where distance refers to the temporal difference between the due date requests . Multivariate Techniques. The literature contains several classes of methods that systematically leverage information from multiple related time series including vector autoregressive moving average (ARMA) and multivariate regression methods.
Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets: AMEC 2011, Taipei, Taiwan, May 2, 2011, and TADA 2011, Barcelona, Spain, July 17, 2011, Revised Selected Papers by Sofia Ceppi, Nicola Gatti, Claudio Iuliano (auth.), Esther David, Valentin Robu, Onn Shehory, Sebastian Stein, Andreas Symeonidis (eds.)