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Data collected by large-scale instruments, observatories, and sensor networks are key enablers of scientific discoveries in many disciplines. However, ensuring that these data can be accessed, integrated, and analyzed in a democratized and…

分布式、并行与集群计算 · 计算机科学 2021-12-14 Yubo Qin , Ivan Rodero , Manish Parashar

This short paper presents a compact overview of the Czech approach to implementing the European Open Science Cloud and plans for developing a Czech national infrastructure for FAIR research data. Its purpose is to provide an…

数字图书馆 · 计算机科学 2024-02-22 Matej Antol , Jiri Marek , Michaela Capandova , Jaroslav Juracek , Ludek Matyska

The development of digital humanities has opened new perspectives in the history of Islam: whether dealing with thin or sometimes vast source corpora (such as S\=ira, al-Tbar\=i, al-Dahab\=i, etc.), these tools allow us to approach texts…

数字图书馆 · 计算机科学 2024-04-25 Adrien de Jarmy

In this paper we argue that the data management community should devote far more effort to building data integration (DI) systems, in order to truly advance the field. Toward this goal, we make three contributions. First, we draw on our…

Maintenance decisions range from the simple detection of faults to ultimately predicting future failures and solving the problem. These traditionally human decisions are nowadays increasingly supported by data and the ultimate aim is to…

人工智能 · 计算机科学 2024-07-30 Chris Rijsdijk , Mike van de Wijnckel , Tiedo Tinga

The role of data in building AI systems has recently been significantly magnified by the emerging concept of data-centric AI (DCAI), which advocates a fundamental shift from model advancements to ensuring data quality and reliability.…

人工智能 · 计算机科学 2023-04-04 Daochen Zha , Zaid Pervaiz Bhat , Kwei-Herng Lai , Fan Yang , Xia Hu

Open access to research data is increasingly important for accelerating research. Grant authorities therefore request detailed plans for how data is managed in the projects they finance. We have recently developed such a plan for the…

Traditional data in Digital Humanities projects bear various formats (structured, semi-structured, textual) and need substantial transformations (encoding and tagging, stemming, lemmatization, etc.) to be managed and analyzed. To fully…

数据库 · 计算机科学 2020-12-07 Jérôme Darmont , Cécile Favre , Sabine Loudcher , Camille Noûs

With the advent of the Data Age, organisations are constantly under pressure to pay attention to the diffusion of data skills, data responsibilities, and management of accessibility to data analysis tools for the technical as well as…

计算机与社会 · 计算机科学 2022-12-07 Sasari Samarasinghe , Sachithra Lokuge

As research and industry moves towards large-scale models capable of numerous downstream tasks, the complexity of understanding multi-modal datasets that give nuance to models rapidly increases. A clear and thorough understanding of a…

人机交互 · 计算机科学 2022-04-05 Mahima Pushkarna , Andrew Zaldivar , Oddur Kjartansson

Data forms a key component of any enterprise. The need for high quality and easy access to data is further amplified by organizations wishing to leverage machine learning or artificial intelligence for their operations. To this end, many…

数据库 · 计算机科学 2020-04-21 Vijay Gadepally , Jeremy Kepner

Humanities have convincingly argued that they need transnational research opportunities and through the digital transformation of their disciplines also have the means to proceed with it on an up to now unknown scale. The digital…

其他计算机科学 · 计算机科学 2016-01-05 Tobias Blanke , Conny Kristel , Laurent Romary

The utilization of health data for secondary purposes, such as research, sta-tistics, and development, has become increasingly significant in advancing healthcare systems. To foster the above, Finland has established a framework for the…

计算机与社会 · 计算机科学 2024-12-11 Hannu Vilpponen , Antti Piirainen , Miikka Kallberg , Tommi Mikkonen

Scientific data management is at a critical juncture, driven by exponential data growth, increasing cross-domain dependencies, and a severe reproducibility crisis in modern research. Traditional centralized data management approaches are…

We provide an overview of the recent trends towards digitalization and large scale data analytics in healthcare. It is expected that these trends are instrumental in the dramatic changes in the way healthcare will be organized in the…

计算机与社会 · 计算机科学 2016-10-21 Volker Tresp , J. Marc Overhage , Markus Bundschus , Shahrooz Rabizadeh , Peter A. Fasching , Shipeng Yu

In popular usage, Data Gravity refers to the ability of a body of data to attract applications, services and other data. In this work we introduce a broader concept, "Digital Gravity" which includes not just data, but other elements of the…

人工智能 · 计算机科学 2021-11-16 Sekou L Remy , Aisha Walcott-Bryant , Nelson K Bore , Charles M Wachira , Julian Kuenhert

The Internet of Things (IoT) data and social media data are two of the fastest-growing data segments. Having high-quality data is crucial for making informed business decisions. The strategic process of leveraging insights from data is…

软件工程 · 计算机科学 2023-07-25 Moamin Abughazala , Henry Muccini

The next generation of mobile networks, 6G, is expected to enable data-driven services at unprecedented scale and complexity, with stringent requirements for trust, interoperability, and automation. Central to this vision is the ability to…

网络与互联网体系结构 · 计算机科学 2026-02-19 Dimitrios Amaxilatis , Themistoklis Sarantakos , Nikolaos Tsironis , Vasileios Theodorou , Christos Verikoukis