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   Articles with "data reuse" as a keyword



Scientists' data reuse behaviors: A multilevel analysis

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recommendations! Published in 2017 at "Journal of the Association for Information Science and Technology"

DOI: 10.1002/asi.23892

Abstract: This study explores the factors that influence the data reuse behaviors of scientists and identifies the generalized patterns that occur in data reuse across various disciplines. This research employed an integrated theoretical framework combining institutional… read more here.

Keywords: reuse; data reuse; multilevel analysis; theory ... See more keywords
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Validation of a survey for measuring scientists' attitudes toward data reuse

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recommendations! Published in 2021 at "Journal of the Association for Information Science and Technology"

DOI: 10.1002/asi.24412

Abstract: This study investigated the validity of a survey measuring scientists' attitudes toward data reuse. Rasch analysis was used to examine the psychometric properties of the survey. Structural equation modeling was subsequently used to examine the… read more here.

Keywords: data reuse; survey measuring; survey; measuring scientists ... See more keywords

How do properties of data, their curation, and their funding relate to reuse?

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recommendations! Published in 2022 at "Journal of the Association for Information Science and Technology"

DOI: 10.1002/asi.24646

Abstract: Despite large public investments in facilitating the secondary use of data, there is little information about the specific factors that predict data's reuse. Using data download logs from the Inter‐university Consortium for Political and Social… read more here.

Keywords: reuse; data reuse; curation; data curation ... See more keywords

The Human‐Data Interaction Driven by Data Reuse

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recommendations! Published in 2024 at "Proceedings of the Association for Information Science and Technology"

DOI: 10.1002/pra2.1135

Abstract: The data‐intensive research paradigm is sweeping through the scientific community, and new interaction challenges for interacting with data have emerged. Data reuse emerges as a critical driver of human‐data interaction, positioning data repositories at the… read more here.

Keywords: data reuse; data interaction; human data; interaction driven ... See more keywords

Parasitic Knowledge Infrastructures: Data Reuse by Anthropogenic Climate Change Skeptics

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recommendations! Published in 2022 at "Proceedings of the Association for Information Science and Technology"

DOI: 10.1002/pra2.743

Abstract: Stakeholders from academia, industry, funding agencies, and scholarly publishing are increasingly investing in open data partially in the hope that it will democratize science and promote more diverse data reuse. However, fewer studies examine how… read more here.

Keywords: climate change; data reuse; anthropogenic climate; open data ... See more keywords

Data reuse in agricultural genomics research: challenges and recommendations

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recommendations! Published in 2025 at "GigaScience"

DOI: 10.1093/gigascience/giae106

Abstract: Abstract The scientific community has long benefited from the opportunities provided by data reuse. Recognizing the need to identify the challenges and bottlenecks to reuse in the agricultural research community and propose solutions for them,… read more here.

Keywords: research challenges; data reuse; research; reuse agricultural ... See more keywords

Data-Reuse Adaptive Algorithms for Graph Signal Estimation Over Sensor Network

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recommendations! Published in 2024 at "IEEE Sensors Journal"

DOI: 10.1109/jsen.2023.3348521

Abstract: The least mean square (LMS) algorithm of graph signal processing (GSP) can be used for sensor signal processing due to its simplicity and low computational complexity, and the recursive least squares (RLS) algorithm of GSP… read more here.

Keywords: gsp; graph signal; data reuse; performance ... See more keywords

Data-Reuse Recursive Least-Squares Algorithms

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recommendations! Published in 2022 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2022.3153207

Abstract: There are different strategies to improve the overall performance of the recursive least-squares (RLS) adaptive filter. In this letter, we focus on the data-reuse approach, aiming to improve the convergence rate/tracking of the algorithm by… read more here.

Keywords: squares algorithms; data reuse; reuse recursive; least squares ... See more keywords

DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs

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recommendations! Published in 2023 at "IEEE Transactions on Computers"

DOI: 10.1109/tc.2022.3184272

Abstract: Convolutional layers dominate the computation and energy costs of Deep Neural Network (DNN) inference. Recent algorithmic works attempt to reduce these bottlenecks via compact DNN structures and model compression. Likewise, state-of-the-art accelerator designs leverage spatiotemporal… read more here.

Keywords: mml mml; mml; data reuse; accelerator ... See more keywords

Exploiting Uncorrectable Data Reuse for Performance Improvement of Flash Memory

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recommendations! Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2021.3100310

Abstract: With the increased density and the technology scaling, flash memory is more vulnerable to noise effects, overwhelmingly lowering the data retention time. The periodic data refresh technique is commonly used to retain the long-term data… read more here.

Keywords: flash memory; data reuse; uncorrectable data; improvement flash ... See more keywords

Seeing oneself as a data reuser: How subjectification activates the drivers of data reuse in science

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recommendations! Published in 2022 at "PLoS ONE"

DOI: 10.1371/journal.pone.0272153

Abstract: Considerable resources are being invested in strategies to facilitate the sharing of data across domains, with the aim of addressing inefficiencies and biases in scientific research and unlocking potential for science-based innovation. Still, we know… read more here.

Keywords: science; seeing oneself; data reuse; subjectification ... See more keywords