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Special issue on 'Data Exploration in the Web 3.0 Age'

机译:“网络3.0年龄的数据探索”特别问题

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摘要

This FGCS special issue aims at supporting the discussion and the circulation of research on the various kinds and ways for Data Exploration, in a sense that especially stems from the enormous possibilities provided by the emerging Web 3.0 paradigm. Indeed, the availability of data in whatever format and dimension, the growth of semantic technology and availability of APIs for searching through the Web, and the possibility of a new level of integration of data and interoperability of applications, stimulate new bold ideas and suggest that methods, techniques and technologies that were confined to be used within closed environments can be applied, and fully exploited, at an unbelievably larger scale. The papers contained in this issue leverage on this world of opportunities, spanning from user interaction and visualization to linked data and ontologies, to machine learning, data mining and pattern discovery in networks, to social behaviour and recommendations.
机译:此FGCS特别问题旨在支持讨论和对数据探索的各种和方式的研究流通,从而尤其是来自新兴网络3.0范式提供的巨大可能性的源性。实际上,数据以任何格式和维度的可用性,语义技术的增长以及用于通过网络搜索的API的可用性,以及应用新的数据级别和应用程序互操作性的可能性,刺激新的大胆想法并提出这一点局限于闭合环境中使用的方法,技术和技术可以以令人难以置信的更大规模应用和充分利用。本篇文章中包含的论文杠杆对该世界的机会,跨越用户的交互和可视化,将数据和本体联系起来,以便在网络中的机器学习,数据挖掘和模式发现,社会行为和建议。

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