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Network analysis of terms in the natural sciences insights from Wikipedia through natural language processing and network analysis

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Main Author: Peter, Wulff
Format: Book
Language:English
Published: Springer 2023
Subjects:
Network analysis of terms
Online Access:https://link.springer.com/article/10.1007/s10639-022-11531-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7680
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spelling oai:localhost:PNK-76802023-04-07T08:48:15Z Network analysis of terms in the natural sciences insights from Wikipedia through natural language processing and network analysis Peter, Wulff Network analysis of terms CC BY Scientists use specific terms to denote concepts, objects, phenomena, etc. The terms are then connected with each other in sentences that are used in science-specific language. Representing these connections through term networks can yield valuable insights into central terms and properties of the interconnections between them. Furthermore, understanding term networks can enhance assessment and diagnostics in science education. Computational means such as natural language processing and network analysis provide tools to analyze term networks in a principled way. This study utilizes natural language processing and network analysis to analyze linguistic properties of terms in the natural science disciplines (biology, chemistry, and physics). 2023-04-07T08:48:15Z 2023-04-07T08:48:15Z 2023 Book https://link.springer.com/article/10.1007/s10639-022-11531-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7680 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Network analysis of terms
spellingShingle Network analysis of terms
Peter, Wulff
Network analysis of terms in the natural sciences insights from Wikipedia through natural language processing and network analysis
description CC BY
format Book
author Peter, Wulff
author_facet Peter, Wulff
author_sort Peter, Wulff
title Network analysis of terms in the natural sciences insights from Wikipedia through natural language processing and network analysis
title_short Network analysis of terms in the natural sciences insights from Wikipedia through natural language processing and network analysis
title_full Network analysis of terms in the natural sciences insights from Wikipedia through natural language processing and network analysis
title_fullStr Network analysis of terms in the natural sciences insights from Wikipedia through natural language processing and network analysis
title_full_unstemmed Network analysis of terms in the natural sciences insights from Wikipedia through natural language processing and network analysis
title_sort network analysis of terms in the natural sciences insights from wikipedia through natural language processing and network analysis
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10639-022-11531-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7680
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score 8.891787

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