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Market-Based SPARQL Brokerage: Towards Economic Incentives for Linked Data Growth

机译:基于市场的SPARQL经纪:寻求经济激励,促进关联数据的增长

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The growth of the Web of Data (WoD) has primarily been funded by subsidies. New datasets are financed via public funding or research programs. This may eventually limit the growth and could hamper data quality for lack of clear incentives. We propose MaTriX , a market-based SPARQL broker over the WoD as an economically viable growth option. Similar to others, queries are associated with a budget and minimal result-set quality. The broker then employs auction mechanisms to find a set of data providers that jointly deliver the results. Preliminary results shows that mixing free and commercial providers exhibits superior: consumer surplus, producer profit, total welfare, and recall.
机译:数据网络(WoD)的增长主要由补贴提供资金。新数据集通过公共资金或研究计划提供资金。这可能最终会限制增长,并可能由于缺乏明确的诱因而妨碍数据质量。我们建议将MaTriX(一种基于市场的SPARQL经纪人,作为WoD的股票)作为经济可行的增长选择。与其他查询类似,查询与预算和最低的结果集质量相关联。然后,经纪人使用拍卖机制来找到一组共同提供结果的数据提供者。初步结果表明,将自由提供者和商业提供者混合在一起具有更好的表现:消费者剩余,生产者利润,总福利和召回率。

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