{"id":"https://openalex.org/W4285095255","doi":"https://doi.org/10.1007/s11192-022-04449-9","title":"Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modeling","display_name":"Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modeling","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4285095255","doi":"https://doi.org/10.1007/s11192-022-04449-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/35844248"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-022-04449-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04449-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04449-9.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04449-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057646226","display_name":"Felipe Viegas","orcid":"https://orcid.org/0000-0001-8121-8607"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Felipe Viegas","raw_affiliation_strings":["Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil","Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089290053","display_name":"Ant\u00f4nio Pereira","orcid":null},"institutions":[{"id":"https://openalex.org/I166595947","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":"https://ror.org/03vrj4p82","country_code":"BR","type":"education","lineage":["https://openalex.org/I166595947"]},{"id":"https://openalex.org/I4210130985","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":null,"country_code":"BR","type":null,"lineage":["https://openalex.org/I4210130985"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ant\u00f4nio Pereira","raw_affiliation_strings":["Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais Brazil","Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais Brazil","institution_ids":["https://openalex.org/I4210130985"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I166595947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016932986","display_name":"Pablo Cec\u00edlio","orcid":"https://orcid.org/0000-0002-4116-7021"},"institutions":[{"id":"https://openalex.org/I166595947","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":"https://ror.org/03vrj4p82","country_code":"BR","type":"education","lineage":["https://openalex.org/I166595947"]},{"id":"https://openalex.org/I4210130985","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":null,"country_code":"BR","type":null,"lineage":["https://openalex.org/I4210130985"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pablo Cec\u00edlio","raw_affiliation_strings":["Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais Brazil","Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais Brazil","institution_ids":["https://openalex.org/I4210130985"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I166595947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111325459","display_name":"Elisa Tuler","orcid":null},"institutions":[{"id":"https://openalex.org/I166595947","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":"https://ror.org/03vrj4p82","country_code":"BR","type":"education","lineage":["https://openalex.org/I166595947"]},{"id":"https://openalex.org/I4210130985","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":null,"country_code":"BR","type":null,"lineage":["https://openalex.org/I4210130985"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elisa Tuler","raw_affiliation_strings":["Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais Brazil","Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais Brazil","institution_ids":["https://openalex.org/I4210130985"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I166595947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015728115","display_name":"Wagner Meira","orcid":"https://orcid.org/0000-0002-2614-2723"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wagner Meira","raw_affiliation_strings":["Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil","Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046370637","display_name":"Marcos Andr\u00e9 Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-2075-3363"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Gon\u00e7alves","raw_affiliation_strings":["Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil","Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087565388","display_name":"Leonardo Rocha","orcid":"https://orcid.org/0000-0002-4913-4902"},"institutions":[{"id":"https://openalex.org/I166595947","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":"https://ror.org/03vrj4p82","country_code":"BR","type":"education","lineage":["https://openalex.org/I166595947"]},{"id":"https://openalex.org/I4210130985","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":null,"country_code":"BR","type":null,"lineage":["https://openalex.org/I4210130985"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Rocha","raw_affiliation_strings":["Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais Brazil","Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4913-4902","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais Brazil","institution_ids":["https://openalex.org/I4210130985"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Jo\u00e3o Del Rey, S\u00e3o Jo\u00e3o Del Rey, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I166595947"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5057646226"],"corresponding_institution_ids":["https://openalex.org/I110200422"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":1.3873,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84137757,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"127","issue":"8","first_page":"5005","last_page":"5026"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6431474089622498},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48632675409317017},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36572012305259705},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32603585720062256}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6431474089622498},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48632675409317017},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36572012305259705},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32603585720062256}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11192-022-04449-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04449-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04449-9.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},{"id":"pmid:35844248","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35844248","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":null},{"id":"pmh:oai:RePEc:spr:scient:v:127:y:2022:i:8:d:10.1007_s11192-022-04449-9","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11192-022-04449-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9273922","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9273922","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientometrics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11192-022-04449-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04449-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04449-9.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310598","display_name":"Amazon Web Services","ror":"https://ror.org/04mv4n011"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322980","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais","ror":"https://ror.org/00nc55f03"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285095255.pdf","grobid_xml":"https://content.openalex.org/works/W4285095255.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1902027874","https://openalex.org/W1978394996","https://openalex.org/W2014545475","https://openalex.org/W2025679133","https://openalex.org/W2032191478","https://openalex.org/W2110096996","https://openalex.org/W2250539671","https://openalex.org/W2295843139","https://openalex.org/W2461271816","https://openalex.org/W2493916176","https://openalex.org/W2574226447","https://openalex.org/W2608114468","https://openalex.org/W2780932362","https://openalex.org/W2788615138","https://openalex.org/W2887215007","https://openalex.org/W2889818188","https://openalex.org/W2900201388","https://openalex.org/W2900726863","https://openalex.org/W2901124039","https://openalex.org/W2907254481","https://openalex.org/W2963657126","https://openalex.org/W2974586625","https://openalex.org/W2986118203","https://openalex.org/W2989802345","https://openalex.org/W2991165351","https://openalex.org/W3034608479","https://openalex.org/W3198214341","https://openalex.org/W3198419697","https://openalex.org/W3201220697","https://openalex.org/W4233135949","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}