[PDF][PDF] Integrating heterogeneous data in dataspaces-a systematic mapping study

A Hutterer, B Krumay - 2022 - researchgate.net
Due to the increasing importance of data for organizations, the idea of sharing data has
become vital to stay competitive. Different concepts have been discussed to allow the …

[图书][B] Data Spaces: Design, Deployment and Future Directions

E Curry, S Scerri, T Tuikka - 2022 - library.oapen.org
This open access book aims to educate data space designers to understand what is
required to create a successful data space. It explores cutting-edge theory, technologies …

[图书][B] Real-time linked dataspaces: Enabling data ecosystems for intelligent systems

E Curry - 2020 - library.oapen.org
This open access book explores the dataspace paradigm as a best-effort approach to data
management within data ecosystems. It establishes the theoretical foundations and …

[PDF][PDF] What Constitutes a Dataspace? Conceptual Clarity beyond Technical Aspects

A Hutterer, B Krumay, M Mühlburger - 2023 - researchgate.net
In the data economy, data has become an essential strategic resource for gaining a
competitive advantage. Data spaces represent a relatively new phenomenon aimed at …

Feedback driven improvement of data preparation pipelines

N Konstantinou, NW Paton - Information Systems, 2020 - Elsevier
Data preparation, whether for populating enterprise data warehouses or as a precursor to
more exploratory analyses, is recognised as being laborious, and as a result is a barrier to …

A survey on dataspace

M Singh, SK Jain - Advances in Network Security and Applications: 4th …, 2011 - Springer
In many large/small organization or enterprises, managing the heterogeneity among data at
various level has made a challenging task for its management community. In an …

A Proposed Ranked Clustering Approach for Unstructured Data from Dataspace using VSM

N Lal, M Singh, S Pandey… - 2020 20th International …, 2020 - ieeexplore.ieee.org
Now a day's huge amount of data is available in an unstructured format, users need useful
information related to query or phrase that has been written in search engines. Search …

[HTML][HTML] What are data spaces? Systematic survey and future outlook

M Bacco, A Kocian, S Chessa, A Crivello, P Barsocchi - Data in Brief, 2024 - Elsevier
Data spaces, a novel concept pushing data sharing and exchange, are experiencing
momentum because of recent developments motivated by the increasing need for …

Foundation Data Space Models: Bridging the Artificial Intelligence and Data Ecosystems (Vision Paper)

E Curry, T Zaarour, Y Yang, M Timilsina… - … Conference on Big …, 2023 - ieeexplore.ieee.org
Two major trends significantly changed the global Artificial Intelligence (AI) and Data
landscape. Recent AI and Machine Learning developments are driving a paradigm shift to …

Dstoolkit: An architecture for flexible dataspace management

C Hedeler, K Belhajjame, L Mao, C Guo… - Transactions on large …, 2012 - Springer
The vision of dataspaces is to provide various of the benefits of classical data integration, but
with reduced up-front costs. Combining this with opportunities for incremental refinement …