{"id":"https://openalex.org/W3114213323","doi":"https://doi.org/10.1145/3437963.3441796","title":"Interpretable Ranking with Generalized Additive Models","display_name":"Interpretable Ranking with Generalized Additive Models","publication_year":2021,"publication_date":"2021-03-06","ids":{"openalex":"https://openalex.org/W3114213323","doi":"https://doi.org/10.1145/3437963.3441796","mag":"3114213323"},"language":"en","primary_location":{"id":"doi:10.1145/3437963.3441796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3437963.3441796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3437963.3441796","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3437963.3441796","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011279860","display_name":"Honglei Zhuang","orcid":"https://orcid.org/0000-0001-8134-1509"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Honglei Zhuang","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064608039","display_name":"Xuanhui Wang","orcid":"https://orcid.org/0009-0000-1388-1423"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuanhui Wang","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032248436","display_name":"Michael Bendersky","orcid":"https://orcid.org/0000-0002-2941-6240"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Bendersky","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061372934","display_name":"Alexander Grushetsky","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Grushetsky","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010253402","display_name":"Yonghui Wu","orcid":"https://orcid.org/0000-0002-6780-6135"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yonghui Wu","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074630563","display_name":"Petr Mitrichev","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100430","display_name":"Google (Switzerland)","ror":"https://ror.org/014f9c269","country_code":"CH","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210100430","https://openalex.org/I4210128969"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Petr Mitrichev","raw_affiliation_strings":["Google, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Google, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210100430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028043206","display_name":"Ethan Sterling","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ethan Sterling","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108095852","display_name":"Nathan Bell","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Bell","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073535437","display_name":"Walker Ravina","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Walker Ravina","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018576436","display_name":"Hai Qian","orcid":"https://orcid.org/0000-0002-3827-0992"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hai Qian","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5011279860"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":3.1274,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.92755575,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"499","last_page":"507"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994000196456909,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994000196456909,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9796000123023987,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9581999778747559,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9661502838134766},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8769561052322388},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6926838159561157},{"id":"https://openalex.org/keywords/post-hoc","display_name":"Post hoc","score":0.6856929659843445},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6715128421783447},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.6150456070899963},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5458720922470093},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.5406385064125061},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4830673038959503},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33645308017730713},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1889481246471405}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9661502838134766},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8769561052322388},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6926838159561157},{"id":"https://openalex.org/C2992886853","wikidata":"https://www.wikidata.org/wiki/Q18381816","display_name":"Post hoc","level":2,"score":0.6856929659843445},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6715128421783447},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.6150456070899963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5458720922470093},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.5406385064125061},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4830673038959503},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33645308017730713},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1889481246471405},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3437963.3441796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3437963.3441796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3437963.3441796","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3437963.3441796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3437963.3441796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3437963.3441796","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3114213323.pdf","grobid_xml":"https://content.openalex.org/works/W3114213323.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1969147614","https://openalex.org/W1973435495","https://openalex.org/W1996796871","https://openalex.org/W2023129849","https://openalex.org/W2046945713","https://openalex.org/W2053448995","https://openalex.org/W2080726496","https://openalex.org/W2088286197","https://openalex.org/W2093994886","https://openalex.org/W2094839437","https://openalex.org/W2128877075","https://openalex.org/W2136464549","https://openalex.org/W2143331230","https://openalex.org/W2149033360","https://openalex.org/W2153841684","https://openalex.org/W2166163519","https://openalex.org/W2189162242","https://openalex.org/W2516809705","https://openalex.org/W2593996946","https://openalex.org/W2605409611","https://openalex.org/W2618851150","https://openalex.org/W2768348081","https://openalex.org/W2788376297","https://openalex.org/W2888099522","https://openalex.org/W2889742741","https://openalex.org/W2891482011","https://openalex.org/W2897978524","https://openalex.org/W2902365885","https://openalex.org/W2927996276","https://openalex.org/W2945805677","https://openalex.org/W2945976633","https://openalex.org/W2950768109","https://openalex.org/W2952159951","https://openalex.org/W2955573083","https://openalex.org/W2955669675","https://openalex.org/W2964244352","https://openalex.org/W2976838691","https://openalex.org/W2996061341","https://openalex.org/W2998207486","https://openalex.org/W2998508934","https://openalex.org/W3034870558","https://openalex.org/W3083259433","https://openalex.org/W3098452830","https://openalex.org/W3105136066"],"related_works":["https://openalex.org/W2797441709","https://openalex.org/W2346578521","https://openalex.org/W4297660007","https://openalex.org/W4377704659","https://openalex.org/W2886918272","https://openalex.org/W4387589990","https://openalex.org/W2943982549","https://openalex.org/W3101055019","https://openalex.org/W4382240676","https://openalex.org/W2910028250"],"abstract_inverted_index":{"Interpretability":[0],"of":[1],"ranking":[2,26,61],"models":[3],"is":[4],"a":[5],"crucial":[6],"yet":[7],"relatively":[8],"under-examined":[9],"research":[10],"area.":[11],"Recent":[12],"progress":[13],"on":[14,19],"this":[15,70],"area":[16],"largely":[17],"focuses":[18],"generating":[20],"post-hoc":[21,31],"explanations":[22,37],"for":[23],"existing":[24],"black-box":[25],"models.":[27],"Though":[28],"promising,":[29],"such":[30],"methods":[32],"cannot":[33],"provide":[34],"sufficiently":[35],"accurate":[36],"in":[38,44,74],"general,":[39],"which":[40],"makes":[41],"them":[42],"infeasible":[43],"many":[45],"high-stakes":[46],"scenarios,":[47],"especially":[48],"the":[49,75],"ones":[50],"with":[51,63],"legal":[52],"or":[53],"policy":[54],"constraints.":[55],"Thus,":[56],"building":[57],"an":[58],"intrinsically":[59],"interpretable":[60],"model":[62],"transparent,":[64],"self-explainable":[65],"structure":[66],"becomes":[67],"necessary,":[68],"but":[69],"remains":[71],"less":[72],"explored":[73],"learning-to-rank":[76],"setting.":[77]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}