数据市场及其商业模式综述
A Survey of Data Marketplaces and Their Business Models
AI总结：
本文综述了数据市场及其商业模式，涵盖互联网数据交易实体现状与研究界的新设计，旨在匹配数据供需并促进信息交换。
摘要：
“数据”正成为一种不可或缺的生产要素，就像土地、基础设施、劳动力或资本一样。与此同时，不同领域的众多应用需要海量信息来为在生产链和业务流程中承担关键角色的模型和算法提供数据。从自动化某些功能到促进数据驱动型组织的决策，各类任务越来越受益于从第三方获取数据输入。为响应这一需求，新的实体和新型商业模式应运而生，旨在将此类数据需求与合适的供应商进行匹配，并促进信息交换。在本文中，我们展示了一项关于互联网上数据交易实体现状以及研究界提出的新型数据市场设计的全面调查的结果与结论。
英文摘要：
"Data" is becoming an indispensable production factor, just like land, infrastructure, labor or capital. As part of this, a myriad of applications in different sectors require huge amounts of information to feed models and algorithms responsible for critical roles in production chains and business processes. Tasks ranging from automating certain functions to facilitating decision-making in data-driven organizations increasingly benefit from acquiring data inputs from third parties. Responding to this demand, new entities and novel business models have appeared with the aim of matching such data requirements with the right providers and facilitating the exchange of information. In this paper, we present the results and conclusions of a comprehensive survey on the state of the art of entities trading data on the internet, as well as novel data marketplace designs from the research community.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
