RAA0PugeMk

Full identifier: https://w3id.org/np/RAA0PugeMkz2RP43YyWQi_ljbFGf1io8AIVHH5cwCShvQ

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Nanopublication

 Article: Detecting Favorite Topics in Computing Scientific Literature via Dynamic Topic Modeling ResearchPaper ScholarlyWork comment approve/disapprove edit as derived nanopublication create new with same template

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/dc/terms/abstract abstract "Topic modeling comprises a set of machine learning algorithms that allow topics to be extracted from a collection of documents. These algorithms have been widely used in many areas, such as identifying dominant topics in scientific research. However, works addressing such problems focus on identifying static topics, providing snapshots that cannot show how those topics evolve. Aiming to close this gap, in this article, we describe an approach for dynamic article set analysis and classification. This is accomplished by querying open data of notable scientific databases via representational state transfers. After that, we enforce data management practices with a dynamic topic modeling approach on the associated metadata available. As a result, we identify research trends for a given field at specific instants and the referred terminology trends evolution throughout the years. It was possible to detect the associated lexical variation over time in published content, ultimately determining the so-called “hot topics” in arbitrary instants and how they correlate." .
This is a local identifier that was minted when the nanopublication was created. https://w3id.org/np/RAA0PugeMk...#USP USP http://xmlns.com/foaf/0.1/name name "University of São Paulo" .
This is the identifier for this whole nanopublication. https://w3id.org/np/RAA0PugeMk... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal) "2023-11-22T19:26:28.402Z" .
This is the identifier for this whole nanopublication. https://w3id.org/np/RAA0PugeMk... This nanopublication links to the assertion template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate was created from the assertion template http://purl.org/np/RAh7KjtcCS... RAh7KjtcCS .
This is the identifier for this whole nanopublication. https://w3id.org/np/RAA0PugeMk... This nanopublication links to the provenance template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate was created from the provenance template http://purl.org/np/RANwQa4ICW... RANwQa4ICW .
This is the identifier for this whole nanopublication. https://w3id.org/np/RAA0PugeMk... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template http://purl.org/np/RAA2MfqdBC... RAA2MfqdBC .
This is the identifier for this whole nanopublication. https://w3id.org/np/RAA0PugeMk... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template http://purl.org/np/RAh1gm83Ji... RAh1gm83Ji .
This is the identifier for this whole nanopublication. https://w3id.org/np/RAA0PugeMk... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 .
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAA0PugeMk...#sig sig http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAA0PugeMk... this nanopublication .
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAA0PugeMk...#sig sig http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal) "RSA" .

0000-0001-9166-1741, 22 Nov 2023, 19:26:28 UTC

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Nanopublication Part Subject Predicate Object Published By Published On
links a nanopublication to its pubinfo http://www.nanopub.org/nschema#hasPublicationInfo pubinfo
RAA0PugeMk
Tobias Kuhn
2023-11-24T11:26:16.582Z

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