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USP

Full identifier: https://w3id.org/np/RAi0yZT6cY9B9y8HRBHUVTb-6ciRq_oRG1frJRH0krG8k#USP

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Minted in Nanopublication

Article: Detecting Favorite Topics in Computing Scientific Literature via Dynamic Topic Modeling ResearchPaper Example 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://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://purl.org/spar/fabio/ResearchPaper research paper .

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/dc/terms/title has the title (this is a literal) "Detecting Favorite Topics in Computing Scientific Literature via Dynamic Topic Modeling" .

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/dc/terms/abstract has the abstract (this is a literal) "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." .

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/dc/terms/date has the publication date (this is a literal) "2023" .

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/dc/terms/isPartOf is part of the journal with ISSN http://id.crossref.org/issn/2169-3536 2169-3536 .

The journal with ISSN http://id.crossref.org/issn/2169-3536 2169-3536 http://purl.org/dc/terms/title has the title (this is a literal) "IEEE Access" .

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0001-6071-2921 0000-0001-6071-2921 .

https://orcid.org/0000-0001-6071-2921 0000-0001-6071-2921 http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://xmlns.com/foaf/0.1/Person person .

https://orcid.org/0000-0001-6071-2921 0000-0001-6071-2921 http://xmlns.com/foaf/0.1/name has the name (this is a literal) "Márcio Barbado Júnior" .

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0001-9166-1741 0000-0001-9166-1741 .

https://orcid.org/0000-0001-9166-1741 0000-0001-9166-1741 http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://xmlns.com/foaf/0.1/Person person .

https://orcid.org/0000-0001-9166-1741 0000-0001-9166-1741 http://xmlns.com/foaf/0.1/name has the name (this is a literal) "Rosa Virginia Encinas Quille" .

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0002-8743-4244 0000-0002-8743-4244 .

https://orcid.org/0000-0002-8743-4244 0000-0002-8743-4244 http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://xmlns.com/foaf/0.1/Person person .

https://orcid.org/0000-0002-8743-4244 0000-0002-8743-4244 http://xmlns.com/foaf/0.1/name has the name (this is a literal) "Pedro Luiz Pizzigatti Corrêa" .

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0003-2031-6443 0000-0003-2031-6443 .

https://orcid.org/0000-0003-2031-6443 0000-0003-2031-6443 http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://xmlns.com/foaf/0.1/Person person .

https://orcid.org/0000-0003-2031-6443 0000-0003-2031-6443 http://xmlns.com/foaf/0.1/name has the name (this is a literal) "Felipe Valencia De Almeida" .

https://doi.org/10.1109/access.2023.3269660 doi:10.1109/access.2023.3269660 http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0003-3035-1162 0000-0003-3035-1162 .

https://orcid.org/0000-0003-3035-1162 0000-0003-3035-1162 http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://xmlns.com/foaf/0.1/Person person .

https://orcid.org/0000-0003-3035-1162 0000-0003-3035-1162 http://xmlns.com/foaf/0.1/name has the name (this is a literal) "José Meléndez Barros" .

https://orcid.org/0000-0001-9166-1741 0000-0001-9166-1741 http://schema.org/email has the email address (this is a literal) "encinas@usp.br" .

https://orcid.org/0000-0001-6071-2921 0000-0001-6071-2921 http://schema.org/affiliation has the affiliation This is a local identifier minted within the nanopublication. https://w3id.org/np/RAi0yZT6cY...#USP USP .

https://orcid.org/0000-0001-9166-1741 0000-0001-9166-1741 http://schema.org/affiliation has the affiliation This is a local identifier minted within the nanopublication. https://w3id.org/np/RAi0yZT6cY...#USP USP .

https://orcid.org/0000-0002-8743-4244 0000-0002-8743-4244 http://schema.org/affiliation has the affiliation This is a local identifier minted within the nanopublication. https://w3id.org/np/RAi0yZT6cY...#USP USP .

https://orcid.org/0000-0003-2031-6443 0000-0003-2031-6443 http://schema.org/affiliation has the affiliation This is a local identifier minted within the nanopublication. https://w3id.org/np/RAi0yZT6cY...#USP USP .

https://orcid.org/0000-0003-3035-1162 0000-0003-3035-1162 http://schema.org/affiliation has the affiliation This is a local identifier minted within the nanopublication. https://w3id.org/np/RAi0yZT6cY...#USP USP .

This is a local identifier that was minted when the nanopublication was created. https://w3id.org/np/RAi0yZT6cY...#USP USP http://www.w3.org/1999/02/22-rdf-syntax-ns#type type http://xmlns.com/foaf/0.1/Organization Organization .

This is a local identifier that was minted when the nanopublication was created. https://w3id.org/np/RAi0yZT6cY...#USP USP http://xmlns.com/foaf/0.1/name name "University of São Paulo" .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAi0yZT6cY...#assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo is attributed to https://orcid.org/0000-0002-1267-0234 me (Tobias Kuhn) .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... This nanopublication http://purl.org/dc/terms/creator is created by https://orcid.org/0000-0002-1267-0234 me (Tobias Kuhn) .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... This nanopublication http://www.w3.org/1999/02/22-rdf-syntax-ns#type is an http://purl.org/nanopub/x/ExampleNanopub example nanopublication .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... This nanopublication http://purl.org/dc/terms/license is published under the license https://creativecommons.org/licenses/by/4.0/ Attribution 4.0 International (CC BY 4.0) .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... This nanopublication http://www.w3.org/ns/prov#wasDerivedFrom was derived from https://w3id.org/np/RAA0PugeMk... RAA0PugeMk .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal) "Article: Detecting Favorite Topics in Computing Scientific Literature via Dynamic Topic Modeling" .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... This nanopublication http://purl.org/nanopub/x/hasNanopubType has the type http://purl.org/spar/fabio/ScholarlyWork ScholarlyWork .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal) "2023-11-24T12:26:16.582+01:00" .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... 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 https://w3id.org/np/RAhPFxesdO... RAhPFxesdO .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... 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/RAi0yZT6cY... 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/RAi0yZT6cY... 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/RAi0yZT6cY...#sig sig http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAi0yZT6cY... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAi0yZT6cY...#sig sig http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal) "RSA" .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAi0yZT6cY...#sig sig http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal) "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCwUtewGCpT5vIfXYE1bmf/Uqu1ojqnWdYxv+ySO80ul8Gu7m8KoyPAwuvaPj0lvPtHrg000qMmkxzKhYknEjq8v7EerxZNYp5B3/3+5ZpuWOYAs78UnQVjbHSmDdmryr4D4VvvNIiUmd0yxci47dTFUj4DvfHnGd6hVe5+goqdcwIDAQAB" .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAi0yZT6cY...#sig sig http://purl.org/nanopub/x/hasSignature has the signature (this is a literal) "WTrY8uKITEHgDrLdC8eNS8O7W/ptIbwqtWFrpWTDe5A9gu58z8qLjK0qdtunOV1o7j3J4Cw0vrUsMNeKV7e0AILvMAKwv2rn9TF2Zo6NjW0+IIyKECQ9lCavaC0BkDMaxdm5t98WYI1sqJ0xNn9l4M0sP9kufMc0oL0hgpVjo+E=" .

Tobias Kuhn, 24 Nov 2023, 11:26:16 UTC

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