A first tutorial on dataspaces

Author:

Franklin Michael1,Halevy Alon2,Maier David3

Affiliation:

1. U. of California, Berkeley

2. Google, Inc.

3. Portland State University

Abstract

Dataspace systems offer services on data without requiring upfront semantic integration. In sharp contrast with existing information-integration systems, dataspaces systems offer best-effort answers even before semantic mappings are provided to the system. Dataspaces offer a pay-as-you-go approach to data management. Users (or administrators) of the system decide where and when it is worthwhile to invest more effort in identifying semantic relationships. As such, dataspaces offer services on the data in place , without losing the context surrounding the data.

Publisher

VLDB Endowment

Subject

General Earth and Planetary Sciences,Water Science and Technology,Geography, Planning and Development

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. TIKD: A Trusted Integrated Knowledge Dataspace for Sensitive Data Sharing and Collaboration;Data Spaces;2022

2. TIKD: A Trusted Integrated Knowledge Dataspace For Sensitive Healthcare Data Sharing;2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC);2021-07

3. A Survey on Big Data for Trajectory Analytics;ISPRS International Journal of Geo-Information;2020-02-01

4. Interactive Mapping Specification with Exemplar Tuples;ACM Transactions on Database Systems;2019-06-19

5. Integration and Exploration of Connected Personal Digital Traces;Proceedings of the ExploreDB'17;2017-05-14

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