{"id":"https://openalex.org/W1998683369","doi":"https://doi.org/10.1109/tkde.2014.2306678","title":"Composite Retrieval of Diverse and Complementary Bundles","display_name":"Composite Retrieval of Diverse and Complementary Bundles","publication_year":2014,"publication_date":"2014-02-17","ids":{"openalex":"https://openalex.org/W1998683369","doi":"https://doi.org/10.1109/tkde.2014.2306678","mag":"1998683369"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2014.2306678","doi":"https://doi.org/10.1109/tkde.2014.2306678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2014.2306678","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-a","cwts-core","dongbi-a","fnege-3","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11336/33093","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081664259","display_name":"Sihem Amer-Yahia","orcid":"https://orcid.org/0000-0002-6194-4502","observed_orcids":["https://orcid.org/0000-0002-6194-4502"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sihem Amer-Yahia","raw_affiliation_strings":["CNRS - LIG, Grenoble, France","CNRS/LIG, Grenoble, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS - LIG, Grenoble, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210104430"]},{"raw_affiliation_string":"CNRS/LIG, Grenoble, France#TAB#","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210104430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022272025","display_name":"Francesco Bonchi","orcid":"https://orcid.org/0000-0001-9464-8315","observed_orcids":["https://orcid.org/0000-0001-9464-8315"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francesco Bonchi","raw_affiliation_strings":["Avinguda Diagonal 177, Yahoo Labs, Barcelona, Spain","Yahoo Labs, Avinguda Diagonal 177, 8th floor,Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Avinguda Diagonal 177, Yahoo Labs, Barcelona, Spain","institution_ids":[]},{"raw_affiliation_string":"Yahoo Labs, Avinguda Diagonal 177, 8th floor,Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084282503","display_name":"Carlos Castillo","orcid":"https://orcid.org/0000-0003-4544-0416","observed_orcids":["https://orcid.org/0000-0003-4544-0416"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos Castillo","raw_affiliation_strings":["Qatar Computing Research Institute, Doha"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute, Doha","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087882065","display_name":"Esteban Feuerstein","orcid":"https://orcid.org/0000-0003-2985-810X","observed_orcids":["https://orcid.org/0000-0003-2985-810X"]},"institutions":[{"id":"https://openalex.org/I24354313","display_name":"Universidad de Buenos Aires","ror":"https://ror.org/0081fs513","country_code":"AR","type":"education","lineage":["https://openalex.org/I24354313"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Esteban Feuerstein","raw_affiliation_strings":["Department of Computer Science, Universidad de Buenos Aires, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad de Buenos Aires, Argentina","institution_ids":["https://openalex.org/I24354313"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004751923","display_name":"Isabel M\u00e9ndez\u2010D\u00edaz","orcid":"https://orcid.org/0000-0002-3469-1423","observed_orcids":["https://orcid.org/0000-0002-3469-1423"]},"institutions":[{"id":"https://openalex.org/I24354313","display_name":"Universidad de Buenos Aires","ror":"https://ror.org/0081fs513","country_code":"AR","type":"education","lineage":["https://openalex.org/I24354313"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Isabel Mendez-Diaz","raw_affiliation_strings":["Department of Computer Science, Universidad de Buenos Aires, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad de Buenos Aires, Argentina","institution_ids":["https://openalex.org/I24354313"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047645680","display_name":"Paula Zabala","orcid":"https://orcid.org/0000-0002-1341-4152","observed_orcids":["https://orcid.org/0000-0002-1341-4152"]},"institutions":[{"id":"https://openalex.org/I24354313","display_name":"Universidad de Buenos Aires","ror":"https://ror.org/0081fs513","country_code":"AR","type":"education","lineage":["https://openalex.org/I24354313"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Paula Zabala","raw_affiliation_strings":["Department of Computer Science, Universidad de Buenos Aires, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad de Buenos Aires, Argentina","institution_ids":["https://openalex.org/I24354313"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":15.5641,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.98818015,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":"26","issue":"11","first_page":"2662","last_page":"2675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.5307999849319458,"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":0.5307999849319458,"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":0.26170000433921814,"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/T11106","display_name":"Data Management and Algorithms","score":0.08910000324249268,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/np-hardness","display_name":"NP-hardness","score":0.8029999732971191},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.4300000071525574},{"id":"https://openalex.org/keywords/approximation-algorithms","display_name":"approximation algorithms","score":0.7039999961853027},{"id":"https://openalex.org/keywords/two-stage-approach","display_name":"two-stage approach","score":0.5709999799728394},{"id":"https://openalex.org/keywords/budget-constraints","display_name":"budget constraints","score":0.5740000009536743},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.48399999737739563},{"id":"https://openalex.org/keywords/tourist-attractions","display_name":"tourist attractions","score":0.5879999995231628},{"id":"https://openalex.org/keywords/restaurant-reviews","display_name":"restaurant reviews","score":0.9110000133514404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6370779871940613},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.6359237432479858},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4818878769874573},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4723038673400879},{"id":"https://openalex.org/C202269582","wikidata":"https://www.wikidata.org/wiki/Q2644277","display_name":"Complementarity (molecular biology)","level":2,"score":0.4212530255317688},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.3389178514480591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33232903480529785},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.32319357991218567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3139137327671051},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.29871809482574463},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.14603370428085327},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.09091156721115112},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tkde.2014.2306678","doi":"https://doi.org/10.1109/tkde.2014.2306678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2014.2306678","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-a","cwts-core","dongbi-a","fnege-3","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.352.7928","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.352.7928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.optimization-online.org/DB_FILE/2013/02/3785.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-02000619v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-02000619","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering, 2014, 26 (11), pp.2662-2675","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ri.conicet.gov.ar:11336/33093","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11336/33093","pdf_url":null,"source":{"id":"https://openalex.org/S4306402455","display_name":"CONICET Digital (CONICET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210148385","host_organization_name":"Biomedicine Research Institute of Buenos Aires - CONICET - Partner Institute of the Max Planck Society","host_organization_lineage":["https://openalex.org/I4210148385"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ri.conicet.gov.ar:11336/33093","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11336/33093","pdf_url":null,"source":{"id":"https://openalex.org/S4306402455","display_name":"CONICET Digital (CONICET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210148385","host_organization_name":"Biomedicine Research Institute of Buenos Aires - CONICET - Partner Institute of the Max Planck Society","host_organization_lineage":["https://openalex.org/I4210148385"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W183656749","https://openalex.org/W243744714","https://openalex.org/W1481198279","https://openalex.org/W1516407653","https://openalex.org/W1576123718","https://openalex.org/W1990605847","https://openalex.org/W2028716813","https://openalex.org/W2030365814","https://openalex.org/W2032279394","https://openalex.org/W2036836182","https://openalex.org/W2055421030","https://openalex.org/W2061194905","https://openalex.org/W2062872677","https://openalex.org/W2086849577","https://openalex.org/W2104895009","https://openalex.org/W2119519151","https://openalex.org/W2134089414","https://openalex.org/W2149127727","https://openalex.org/W2150461219","https://openalex.org/W2152228468","https://openalex.org/W2155912844","https://openalex.org/W2163881524","https://openalex.org/W2166329612","https://openalex.org/W2172073367","https://openalex.org/W2197919320","https://openalex.org/W2496528305","https://openalex.org/W3140083039","https://openalex.org/W4211193494"],"related_works":["https://openalex.org/W4299487617","https://openalex.org/W7135134361","https://openalex.org/W4206632134","https://openalex.org/W2580675079","https://openalex.org/W1504915269","https://openalex.org/W2342970817","https://openalex.org/W3207036918","https://openalex.org/W2058436802","https://openalex.org/W1990562586","https://openalex.org/W2741544350"],"abstract_inverted_index":{"Users":[0],"are":[1,131],"often":[2],"faced":[3],"with":[4,177],"the":[5,67,78,88,98,112,160,171,205,214,222,240,264],"problem":[6,68,99],"of":[7,28,36,69,71,76,204,231,246],"finding":[8,194],"complementary":[9,72],"items":[10],"that":[11,47,102,110,256],"together":[12],"achieve":[13],"a":[14,19,23,26,34,84,140,181,199,229,243,273],"single":[15],"common":[16],"goal":[17],"(e.g.,":[18],"starter":[20],"kit":[21],"for":[22,48,170,180],"novice":[24],"astronomer,":[25],"collection":[27],"question/answers":[29],"related":[30,182],"to":[31,38,138],"low-carb":[32],"nutrition,":[33],"set":[35,90,225],"places":[37],"visit":[39],"on":[40,192,217],"holidays).":[41],"In":[42],"this":[43],"paper,":[44],"we":[45,62,148,156,163,174],"argue":[46],"some":[49],"application":[50],"scenarios":[51],"returning":[52],"item":[53],"bundles":[54,79,277],"is":[55,119,129,190,226,242,259,263,270,282],"more":[56],"appropriate":[57],"than":[58],"ranked":[59],"lists.":[60],"Thus":[61],"define":[63,97],"composite":[64],"retrieval":[65],"as":[66],"finding$k$bundles":[70],"items.":[73],"Beyond":[74],"complementarity":[75],"items,":[77],"must":[80,92],"be":[81],"valid":[82,152,200],"w.r.t.":[83],"given":[85,227],"budget,":[86],"and":[87,100,109,154,196],"answer":[89],"of$k$bundles":[91],"exhibit":[93],"diversity.":[94],"We":[95,184,211],"formally":[96],"show":[101,255],"in":[103,115,146,234],"its":[104],"general":[105],"form":[106],"is${\\bf":[107],"NP}$-hard":[108],"also":[111,185],"special":[113],"cases":[114],"which":[116,147,189],"each":[117,203],"bundle":[118,128,201],"formed":[120],"by":[121,228],"only":[122,126],"one":[123,127],"item,":[124],"or":[125,144,209],"sought,":[130],"hard.":[132],"Our":[133,253],"characterization":[134],"however":[135],"suggests":[136],"how":[137],"adopt":[139],"two-phase":[141],"approach":[142,188,275],"(Produce-and-Choose,":[143],"PAC)":[145],"first":[149,161,193,223],"produce":[150],"many":[151],"bundles,":[153],"then":[155,197],"choose$k$among":[157],"them.":[158],"For":[159],"phase":[162,173],"devise":[164,186],"two":[165,218],"ad-hoc":[166],"clustering":[167],"algorithms,":[168],"while":[169,239,267],"second":[172,241],"adapt":[175],"heuristics":[176],"approximation":[178],"guarantees":[179],"problem.":[183],"another":[187],"based":[191],"a$k$-clustering":[195],"selecting":[198],"from":[202,250],"produced":[206],"clusters":[207],"(Cluster-and-Pick,":[208],"CAP).":[210],"compare":[212],"experimentally":[213],"proposed":[215],"methods":[216],"real-world":[219],"data":[220,224],"sets:":[221],"sample":[230],"touristic":[232],"attractions":[233],"10":[235],"large":[236,244],"European":[237],"cities,":[238],"database":[245],"user-generated":[247],"restaurant":[248],"reviews":[249],"Yahoo!":[251],"Local.":[252],"experiments":[254],"when":[257,268],"diversity":[258,269],"highly":[260],"important,":[261,272],"CAP":[262],"best":[265],"option,":[266],"less":[271],"PAC":[274],"constructing":[276],"around":[278],"randomly":[279],"chosen":[280],"pivots,":[281],"better.":[283]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
