{"id":"https://openalex.org/W4317035032","doi":"https://doi.org/10.1007/978-3-031-24197-0_4","title":"Semantic Label Representations with\u00a0Lbl2Vec: A Similarity-Based Approach for\u00a0Unsupervised Text Classification","display_name":"Semantic Label Representations with\u00a0Lbl2Vec: A Similarity-Based Approach for\u00a0Unsupervised Text Classification","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4317035032","doi":"https://doi.org/10.1007/978-3-031-24197-0_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-24197-0_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24197-0_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},"type":"conference-paper","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/A5037301059","display_name":"Tim Schopf","orcid":"https://orcid.org/0000-0003-3849-0394"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tim Schopf","raw_affiliation_strings":["Department of Computer Science, Technical University of Munich, Boltzmannstrasse 3, Garching, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3849-0394","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technical University of Munich, Boltzmannstrasse 3, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036520551","display_name":"Daniel Braun","orcid":"https://orcid.org/0000-0001-8120-3368"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Daniel Braun","raw_affiliation_strings":["Department of High-tech Business and Entrepreneurship, University of Twente, Drienerlolaan 5, Enschede, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-8120-3368","affiliations":[{"raw_affiliation_string":"Department of High-tech Business and Entrepreneurship, University of Twente, Drienerlolaan 5, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022973212","display_name":"Florian Matthes","orcid":"https://orcid.org/0000-0002-6667-5452"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Matthes","raw_affiliation_strings":["Department of Computer Science, Technical University of Munich, Boltzmannstrasse 3, Garching, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6667-5452","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technical University of Munich, Boltzmannstrasse 3, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037301059"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":1.3067,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81325485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9975000023841858,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7324219346046448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6480953693389893},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.582762598991394},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"Cosine similarity","score":0.5549540519714355},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.5197858214378357},{"id":"https://openalex.org/keywords/document-classification","display_name":"Document classification","score":0.4989347457885742},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4611298143863678},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.45763447880744934},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43800729513168335},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4337678551673889},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11704853177070618}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7324219346046448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6480953693389893},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.582762598991394},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.5549540519714355},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.5197858214378357},{"id":"https://openalex.org/C2780479914","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Document classification","level":2,"score":0.4989347457885742},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4611298143863678},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.45763447880744934},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43800729513168335},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4337678551673889},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11704853177070618}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-24197-0_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24197-0_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:ris.utwente.nl:publications/c6988df2-117e-4ab6-8c03-bc711255df0e","is_oa":false,"landing_page_url":"https://research.utwente.nl/en/publications/c6988df2-117e-4ab6-8c03-bc711255df0e","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W746911252","https://openalex.org/W1493526108","https://openalex.org/W2147152072","https://openalex.org/W2285986798","https://openalex.org/W2551773530","https://openalex.org/W2910453440","https://openalex.org/W2949751989","https://openalex.org/W2963341956","https://openalex.org/W2963804400","https://openalex.org/W2963846996","https://openalex.org/W2970200208","https://openalex.org/W2970641574","https://openalex.org/W3034608141","https://openalex.org/W3035055211","https://openalex.org/W3106109117","https://openalex.org/W3184365942","https://openalex.org/W3210032674","https://openalex.org/W4254182148","https://openalex.org/W4285815570","https://openalex.org/W4308045040","https://openalex.org/W4382201643","https://openalex.org/W6808014445"],"related_works":["https://openalex.org/W2389818373","https://openalex.org/W2220831889","https://openalex.org/W2056226831","https://openalex.org/W3013312691","https://openalex.org/W3027421045","https://openalex.org/W4312683641","https://openalex.org/W2380654781","https://openalex.org/W2576320324","https://openalex.org/W2114797768","https://openalex.org/W3215994059"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}