{"id":"https://openalex.org/W4382519272","doi":"https://doi.org/10.1007/978-3-031-36805-9_42","title":"Comparative Analysis of\u00a0Community Detection and\u00a0Transformer-Based Approaches for\u00a0Topic Clustering of\u00a0Scientific Papers","display_name":"Comparative Analysis of\u00a0Community Detection and\u00a0Transformer-Based Approaches for\u00a0Topic Clustering of\u00a0Scientific Papers","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382519272","doi":"https://doi.org/10.1007/978-3-031-36805-9_42"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-36805-9_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36805-9_42","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092357339","display_name":"Daniel Bretsko","orcid":"https://orcid.org/0009-0007-3077-2617"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Daniel Bretsko","raw_affiliation_strings":["Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Kotlarska\u00a02, Brno, 61137, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Kotlarska\u00a02, Brno, 61137, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053518558","display_name":"Alexander Belyi","orcid":"https://orcid.org/0000-0001-5650-3182"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Alexander Belyi","raw_affiliation_strings":["Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Kotlarska\u00a02, Brno, 61137, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Kotlarska\u00a02, Brno, 61137, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035756067","display_name":"Stanislav Sobolevsky","orcid":"https://orcid.org/0000-0001-6281-0656"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ","US"],"is_corresponding":false,"raw_author_name":"Stanislav Sobolevsky","raw_affiliation_strings":["Center for Urban Science and Progress, New York University, 370\u00a0Jay\u00a0Street, Brooklyn, 11201, NY, USA","Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Kotlarska\u00a02, Brno, 61137, Czech Republic","Institute of Law and Technology, Faculty of Law, Masaryk University, Veveri 70, Brno, 61180, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Center for Urban Science and Progress, New York University, 370\u00a0Jay\u00a0Street, Brooklyn, 11201, NY, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Kotlarska\u00a02, Brno, 61137, Czech Republic","institution_ids":["https://openalex.org/I21449261"]},{"raw_affiliation_string":"Institute of Law and Technology, Faculty of Law, Masaryk University, Veveri 70, Brno, 61180, Czech Republic","institution_ids":["https://openalex.org/I60587646","https://openalex.org/I21449261"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092357339"],"corresponding_institution_ids":["https://openalex.org/I21449261"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.0625,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.96227149,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"648","last_page":"660"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9984999895095825,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7936996221542358},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7786461710929871},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5965258479118347},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5177444815635681},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4991128444671631},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47328585386276245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4010336399078369},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3643094301223755},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.331032931804657}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7936996221542358},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7786461710929871},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5965258479118347},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5177444815635681},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4991128444671631},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47328585386276245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4010336399078369},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3643094301223755},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.331032931804657},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-36805-9_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36805-9_42","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1835928018","https://openalex.org/W2038043464","https://openalex.org/W2137385671","https://openalex.org/W2138487969","https://openalex.org/W2142522063","https://openalex.org/W2294525046","https://openalex.org/W2601243251","https://openalex.org/W2785696764","https://openalex.org/W2889326414","https://openalex.org/W2970641574","https://openalex.org/W3046137446","https://openalex.org/W3106075405","https://openalex.org/W3174544005","https://openalex.org/W3209938370","https://openalex.org/W4224276467","https://openalex.org/W4229011615","https://openalex.org/W4294597112"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}
