{"id":"https://openalex.org/W4388655767","doi":"https://doi.org/10.1007/978-3-031-48232-8_26","title":"Comparing Ranking Learning Algorithms for\u00a0Information Retrieval Systems","display_name":"Comparing Ranking Learning Algorithms for\u00a0Information Retrieval Systems","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388655767","doi":"https://doi.org/10.1007/978-3-031-48232-8_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-48232-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48232-8_26","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":"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/A5013679117","display_name":"Junior Zilles","orcid":"https://orcid.org/0000-0001-5748-4788"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"J. Zilles","raw_affiliation_strings":["Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande, Av. It\u00e1lia km 08, Campus Carreiros, Rio Grande, 96201-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5748-4788","affiliations":[{"raw_affiliation_string":"Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande, Av. It\u00e1lia km 08, Campus Carreiros, Rio Grande, 96201-900, Brazil","institution_ids":["https://openalex.org/I126460647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074958270","display_name":"Eduardo Nunes Borges","orcid":"https://orcid.org/0000-0003-1595-7676"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"E. N. Borges","raw_affiliation_strings":["Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande, Av. It\u00e1lia km 08, Campus Carreiros, Rio Grande, 96201-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1595-7676","affiliations":[{"raw_affiliation_string":"Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande, Av. It\u00e1lia km 08, Campus Carreiros, Rio Grande, 96201-900, Brazil","institution_ids":["https://openalex.org/I126460647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031787326","display_name":"Giancarlo Lucca","orcid":"https://orcid.org/0000-0002-3776-0260"},"institutions":[{"id":"https://openalex.org/I110676245","display_name":"Universidade Cat\u00f3lica de Pelotas","ror":"https://ror.org/0376myh60","country_code":"BR","type":"education","lineage":["https://openalex.org/I110676245"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"G. Lucca","raw_affiliation_strings":["Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia Eletr\u00f4nica e Computa\u00e7\u00e3o, Universidade Cat\u00f3lica de Pelotas, Gon\u00e7alves Chaves, Pelotas, 96015-560, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-3776-0260","affiliations":[{"raw_affiliation_string":"Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia Eletr\u00f4nica e Computa\u00e7\u00e3o, Universidade Cat\u00f3lica de Pelotas, Gon\u00e7alves Chaves, Pelotas, 96015-560, Brazil","institution_ids":["https://openalex.org/I110676245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006086361","display_name":"C\u00e9dric Marco-Detchart","orcid":"https://orcid.org/0000-0002-4310-9060"},"institutions":[{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. Marco-Detchart","raw_affiliation_strings":["Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Polit\u00e8cnica de Val\u00e8ncia (UPV), Camino de Vera s/n, 46022, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4310-9060","affiliations":[{"raw_affiliation_string":"Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Polit\u00e8cnica de Val\u00e8ncia (UPV), Camino de Vera s/n, 46022, Valencia, Spain","institution_ids":["https://openalex.org/I4210131846","https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042392068","display_name":"Rafael Alceste Berri","orcid":"https://orcid.org/0000-0002-5125-2756"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael A. Berri","raw_affiliation_strings":["Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande, Av. It\u00e1lia km 08, Campus Carreiros, Rio Grande, 96201-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5125-2756","affiliations":[{"raw_affiliation_string":"Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande, Av. It\u00e1lia km 08, Campus Carreiros, Rio Grande, 96201-900, Brazil","institution_ids":["https://openalex.org/I126460647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053196020","display_name":"Gra\u00e7aliz Pereira Dimuro","orcid":"https://orcid.org/0000-0001-6986-9888"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"G. P. Dimuro","raw_affiliation_strings":["Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande, Av. It\u00e1lia km 08, Campus Carreiros, Rio Grande, 96201-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6986-9888","affiliations":[{"raw_affiliation_string":"Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande, Av. It\u00e1lia km 08, Campus Carreiros, Rio Grande, 96201-900, Brazil","institution_ids":["https://openalex.org/I126460647"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031787326"],"corresponding_institution_ids":["https://openalex.org/I110676245"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"281","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","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/T12072","display_name":"Machine Learning and Algorithms","score":0.9886999726295471,"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":0.8438942432403564},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.7924410104751587},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7264047265052795},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7057897448539734},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6863704323768616},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6041606068611145},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5865045785903931},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5325393080711365},{"id":"https://openalex.org/keywords/ranking-svm","display_name":"Ranking SVM","score":0.5240604877471924},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4920901656150818},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4705783724784851},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.421818345785141},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3501424789428711},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33967188000679016},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.09187987446784973},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07245856523513794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8438942432403564},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.7924410104751587},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7264047265052795},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7057897448539734},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6863704323768616},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6041606068611145},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5865045785903931},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5325393080711365},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.5240604877471924},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4920901656150818},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4705783724784851},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.421818345785141},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3501424789428711},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33967188000679016},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.09187987446784973},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07245856523513794},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-48232-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48232-8_26","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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1660390307","https://openalex.org/W2009077327","https://openalex.org/W2069870183","https://openalex.org/W2295598076","https://openalex.org/W2940010972","https://openalex.org/W3017879432","https://openalex.org/W4213009331","https://openalex.org/W4235194158","https://openalex.org/W4242097849"],"related_works":["https://openalex.org/W3127142483","https://openalex.org/W3001149962","https://openalex.org/W3089100822","https://openalex.org/W2138488530","https://openalex.org/W2031468273","https://openalex.org/W2370100764","https://openalex.org/W4385565564","https://openalex.org/W2387658907","https://openalex.org/W2351112195","https://openalex.org/W4378464883"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
