Data Sharing Attitudes and Practices in the Plant Sciences: Results from a Mixed Method Study

Cooper, Kristen

doi:10.1080/10496505.2021.1891923

Cited by 3 publications

(2 citation statements)

References 18 publications

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“…Through multimedia, college dance teaching is digitized, and the way of expression is more and more intuitive, both in content and in information [ 3 , 4 ]. In addition, due to the development and popularization of network and computer, many video websites, such as iqiyi, Tudou, Tencent, Sohu, and Youku, have many university dance teaching resource databases on these websites, but how to manage these videos has become the key research direction of multimedia information experts [ 5 ]. The composition of college dance teaching resource database is very complex, with a large amount of information, which is very different from the general form of text information processing.…”

Section: Introductionmentioning

confidence: 99%

Data Sharing Method of College Dance Teaching Resource Database Based on PSO Algorithm

ZhuGe

Cao

2022

Computational Intelligence and Neuroscience

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Aiming at the problems of long sharing time, low accuracy, recall, and F1 value in the traditional data sharing method of college dance teaching resource database, a data sharing method of college dance teaching resource database based on PSO algorithm is proposed. Multiple regression KNN method is used to eliminate the data noise of college dance teaching resource database, so as to obtain the missing value and complete the filling of incomplete data of college dance teaching resource database. Taking the preprocessed data as the basic element of transmission object statistics and analysis, establish the data transmission self-service channel of college dance teaching resource database, calculate the similarity of the data according to the unequal length sequence, and use the partial least square method to complete the feature extraction of the resource database data. According to the feature extraction results, particle swarm optimization algorithm is adopted to share the data of college dance teaching resource database. The simulation results show that the accuracy, recall, and F1 value of the data sharing method of college dance teaching resource database based on PSO algorithm are high, and the sharing time is short.

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Section: Introductionmentioning

confidence: 99%

Data Sharing Method of College Dance Teaching Resource Database Based on PSO Algorithm

ZhuGe

Cao

2022

Computational Intelligence and Neuroscience

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“…In some cases, they change their practices to fulfill disciplinary expectations, promote transparency, or facilitate reuse (Cooper, 2021;Williams et al, 2019). External factors also lead to changes in scientists' practices.…”

Section: Introductionmentioning

confidence: 99%

Data Practices Ten Years Later: A New Review of Selected Publications by Crop Sciences Faculty

Williams

2021

Journal of Agricultural & Food Information

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This study explores data reuse and data sharing based on a review of the two most recent publications of each faculty member in crop sciences at the University of Illinois at Urbana-Champaign. Following the methodology of a study conducted in 2011, this 2021 study reveals current practices and compares present-day findings with those of the original study and other literature on data practices. In particular, this work addresses the variety of data sources used by scientists, data citation practices, common data sharing methods, and the challenges of determining the effects of funder policies on data sharing.

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Sharing Method of Online Physical Education Teaching Resources in Higher Vocational Colleges Based on Soa Architecture and Wireless Network

Chen

2024

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Data Sharing Attitudes and Practices in the Plant Sciences: Results from a Mixed Method Study

Cited by 3 publications

References 18 publications

Data Sharing Method of College Dance Teaching Resource Database Based on PSO Algorithm

Data Sharing Method of College Dance Teaching Resource Database Based on PSO Algorithm

Data Practices Ten Years Later: A New Review of Selected Publications by Crop Sciences Faculty

Sharing Method of Online Physical Education Teaching Resources in Higher Vocational Colleges Based on Soa Architecture and Wireless Network

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