{"id":"https://openalex.org/W2617306019","doi":"https://doi.org/10.1145/3019612.3019696","title":"ES-Rank","display_name":"ES-Rank","publication_year":2017,"publication_date":"2017-04-03","ids":{"openalex":"https://openalex.org/W2617306019","doi":"https://doi.org/10.1145/3019612.3019696","mag":"2617306019"},"language":"en","primary_location":{"id":"doi:10.1145/3019612.3019696","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3019612.3019696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://nottingham-repository.worktribe.com/output/854560","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088389248","display_name":"Osman Ali Sadek Ibrahim","orcid":"https://orcid.org/0000-0001-9254-3093"},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Osman Ali Sadek Ibrahim","raw_affiliation_strings":["The University of Nottingham and Minia University, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Nottingham and Minia University, Egypt","institution_ids":["https://openalex.org/I89466785"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037965570","display_name":"Dario Landa-Silva","orcid":"https://orcid.org/0000-0002-9499-6827"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dario Landa-Silva","raw_affiliation_strings":["The University of Nottingham"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Nottingham","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"944","last_page":"950"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9980000257492065,"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":0.9980000257492065,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9973000288009644,"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":0.9947999715805054,"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/learning-to-rank","display_name":"Learning to rank","score":0.826583743095398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7481029033660889},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7362356185913086},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6966885328292847},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6327638626098633},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5092300176620483},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4642767310142517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43886598944664},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4133772552013397},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35186612606048584},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3394424021244049},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14979204535484314}],"concepts":[{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.826583743095398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7481029033660889},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7362356185913086},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6966885328292847},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6327638626098633},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5092300176620483},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4642767310142517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43886598944664},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4133772552013397},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35186612606048584},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3394424021244049},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14979204535484314},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3019612.3019696","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3019612.3019696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:nottingham-repository.worktribe.com:854560","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/854560","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:nottingham-repository.worktribe.com:854560","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/854560","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W652265168","https://openalex.org/W1483313504","https://openalex.org/W1530210183","https://openalex.org/W1532325895","https://openalex.org/W1576660662","https://openalex.org/W1660390307","https://openalex.org/W1678356000","https://openalex.org/W1949395974","https://openalex.org/W1973435495","https://openalex.org/W1990589796","https://openalex.org/W2007815473","https://openalex.org/W2030978506","https://openalex.org/W2097597235","https://openalex.org/W2108862644","https://openalex.org/W2113026607","https://openalex.org/W2115584760","https://openalex.org/W2142537246","https://openalex.org/W2143331230","https://openalex.org/W2145001882","https://openalex.org/W2149427297","https://openalex.org/W2188767364","https://openalex.org/W2198380824","https://openalex.org/W2884475480","https://openalex.org/W2884843966","https://openalex.org/W2911964244","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3127142483","https://openalex.org/W3160516639","https://openalex.org/W4385565564","https://openalex.org/W2898073868","https://openalex.org/W2138488530","https://openalex.org/W2971071571","https://openalex.org/W2798835721","https://openalex.org/W2387658907","https://openalex.org/W2922169395","https://openalex.org/W25098770"],"abstract_inverted_index":{"Learning":[0],"to":[1,86,98],"Rank":[2],"(LTR)":[3],"is":[4,23,153],"one":[5],"of":[6,45,51,62,76,150],"the":[7,16,27,49,60,74,88,95,103,109,120,146,160],"current":[8],"problems":[9],"in":[10,32,145],"Information":[11],"Retrieval":[12],"(IR)":[13],"that":[14,106],"attracts":[15],"attention":[17],"from":[18,48,93,102,119],"researchers.":[19],"The":[20,148],"LTR":[21,46,89,161],"problem":[22],"mainly":[24],"about":[25],"ranking":[26],"retrieved":[28],"documents":[29],"for":[30,159],"users":[31],"search":[33],"engines,":[34],"question":[35],"answering":[36],"and":[37,54,117,124,132,156],"product":[38],"recommendation":[39],"systems.":[40],"There":[41],"are":[42],"a":[43,80],"number":[44],"approaches":[47,58,101],"areas":[50],"machine":[52],"learning":[53],"computational":[55],"intelligence.":[56],"Most":[57],"have":[59],"limitation":[61],"being":[63,68],"too":[64],"slow":[65],"or":[66],"not":[67],"very":[69],"effective.":[70],"This":[71],"paper":[72,152],"investigates":[73],"application":[75],"evolutionary":[77],"computation,":[78],"specifically":[79],"(1+1)":[81],"Evolutionary":[82],"Strategy":[83],"called":[84],"ES-Rank,":[85],"tackle":[87],"problem.":[90,162],"Experimental":[91],"results":[92],"comparing":[94],"proposed":[96],"method":[97,158],"fourteen":[99],"other":[100],"literature,":[104],"show":[105],"ES-Rank":[107],"achieves":[108],"overall":[110],"best":[111],"performance.":[112],"Three":[113],"datasets":[114],"(MQ2007,":[115],"MQ2008":[116],"MSLR-WEB10K)":[118],"LETOR":[121],"benchmark":[122],"collection":[123],"two":[125],"performance":[126],"metrics,":[127],"Mean":[128],"Average":[129],"Precision":[130],"(MAP)":[131],"Normalized":[133],"Discounted":[134],"Cumulative":[135],"Gain":[136],"(NDCG)":[137],"at":[138],"top-10":[139],"query-document":[140],"pairs":[141],"retrieved,":[142],"were":[143],"used":[144],"experiments.":[147],"contribution":[149],"this":[151],"an":[154],"effective":[155],"efficient":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2017-06-05T00:00:00"}
