{"id":"https://openalex.org/W2084733144","doi":"https://doi.org/10.1109/ifsa-nafips.2013.6608442","title":"Searching optimal product bundles by means of GA-based Engine and Market Basket Analysis","display_name":"Searching optimal product bundles by means of GA-based Engine and Market Basket Analysis","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2084733144","doi":"https://doi.org/10.1109/ifsa-nafips.2013.6608442","mag":"2084733144"},"language":"en","primary_location":{"id":"doi:10.1109/ifsa-nafips.2013.6608442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifsa-nafips.2013.6608442","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS)","raw_type":"proceedings-article"},"type":"article","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/A5076401249","display_name":"Cosimo Birtolo","orcid":"https://orcid.org/0000-0002-7057-3416"},"institutions":[{"id":"https://openalex.org/I4210161379","display_name":"Poste Italiane (Italy)","ror":"https://ror.org/05qtb1210","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161379"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Cosimo Birtolo","raw_affiliation_strings":["Information Technology S-FSTI-Research Center, Poste Italiane S.p.A., Naples, Italy","S-FSTI Res. Center, Poste Italiane S.p.A., Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Information Technology S-FSTI-Research Center, Poste Italiane S.p.A., Naples, Italy","institution_ids":["https://openalex.org/I4210161379"]},{"raw_affiliation_string":"S-FSTI Res. Center, Poste Italiane S.p.A., Naples, Italy","institution_ids":["https://openalex.org/I4210161379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086278344","display_name":"Diego De Chiara","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161379","display_name":"Poste Italiane (Italy)","ror":"https://ror.org/05qtb1210","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161379"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Diego De Chiara","raw_affiliation_strings":["Information Technology S-FSTI-Research Center, Poste Italiane S.p.A., Naples, Italy","S-FSTI Res. Center, Poste Italiane S.p.A., Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Information Technology S-FSTI-Research Center, Poste Italiane S.p.A., Naples, Italy","institution_ids":["https://openalex.org/I4210161379"]},{"raw_affiliation_string":"S-FSTI Res. Center, Poste Italiane S.p.A., Naples, Italy","institution_ids":["https://openalex.org/I4210161379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030269557","display_name":"Simona Losito","orcid":"https://orcid.org/0000-0001-9045-0328"},"institutions":[{"id":"https://openalex.org/I4210161379","display_name":"Poste Italiane (Italy)","ror":"https://ror.org/05qtb1210","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161379"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simona Losito","raw_affiliation_strings":["Information Technology S-FSTI-Research Center, Poste Italiane S.p.A., Naples, Italy","S-FSTI Res. Center, Poste Italiane S.p.A., Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Information Technology S-FSTI-Research Center, Poste Italiane S.p.A., Naples, Italy","institution_ids":["https://openalex.org/I4210161379"]},{"raw_affiliation_string":"S-FSTI Res. Center, Poste Italiane S.p.A., Naples, Italy","institution_ids":["https://openalex.org/I4210161379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009913927","display_name":"Pierluigi Ritrovato","orcid":"https://orcid.org/0000-0003-4534-6972"},"institutions":[{"id":"https://openalex.org/I4210157811","display_name":"Centro di Ricerca in Matematica Pura ed Applicata","ror":"https://ror.org/04fv5g904","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210157811"]},{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierluigi Ritrovato","raw_affiliation_strings":["Department of Information Engineering, Electrical Engineering and Applied Mathematics (DIEM)-CRMPA, University of Salerno, Fisciano, Italy","[Department of Information Engineering, University of Salerno, Fisciano, Italy]"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electrical Engineering and Applied Mathematics (DIEM)-CRMPA, University of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948","https://openalex.org/I4210157811"]},{"raw_affiliation_string":"[Department of Information Engineering, University of Salerno, Fisciano, Italy]","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052716335","display_name":"Mario Veniero","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157811","display_name":"Centro di Ricerca in Matematica Pura ed Applicata","ror":"https://ror.org/04fv5g904","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210157811"]},{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Veniero","raw_affiliation_strings":["CRMPA, Research Center in Pure and Applied Mathematics, University of Salerno, Fisciano, Italy","Res. Center in Pure & Appl. Math., Univ. of Salerno, Fisciano, Italy"],"affiliations":[{"raw_affiliation_string":"CRMPA, Research Center in Pure and Applied Mathematics, University of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I4210157811","https://openalex.org/I131729948"]},{"raw_affiliation_string":"Res. Center in Pure & Appl. Math., Univ. of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076401249"],"corresponding_institution_ids":["https://openalex.org/I4210161379"],"apc_list":null,"apc_paid":null,"fwci":3.3437,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92704812,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"448","last_page":"453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9581999778747559,"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/bundle","display_name":"Bundle","score":0.7709607481956482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.673441469669342},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6652937531471252},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6651463508605957},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5591292381286621},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5469487309455872},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5199859738349915},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4782770574092865},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4563387930393219},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39412468671798706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22265443205833435},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16271650791168213},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12669304013252258},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10657402873039246},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10260340571403503}],"concepts":[{"id":"https://openalex.org/C2778134712","wikidata":"https://www.wikidata.org/wiki/Q1047307","display_name":"Bundle","level":2,"score":0.7709607481956482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.673441469669342},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6652937531471252},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6651463508605957},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5591292381286621},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5469487309455872},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5199859738349915},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4782770574092865},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4563387930393219},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39412468671798706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22265443205833435},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16271650791168213},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12669304013252258},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10657402873039246},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10260340571403503},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ifsa-nafips.2013.6608442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifsa-nafips.2013.6608442","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.6200000047683716,"display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W117274567","https://openalex.org/W1506285740","https://openalex.org/W1638823057","https://openalex.org/W1639032689","https://openalex.org/W1714795743","https://openalex.org/W2002049063","https://openalex.org/W2008408128","https://openalex.org/W2021939887","https://openalex.org/W2022839848","https://openalex.org/W2038673781","https://openalex.org/W2043193943","https://openalex.org/W2055107305","https://openalex.org/W2077831477","https://openalex.org/W2094586520","https://openalex.org/W2115482638","https://openalex.org/W2116043829","https://openalex.org/W2133377636","https://openalex.org/W2137742866","https://openalex.org/W2166559705","https://openalex.org/W2904250082","https://openalex.org/W3023540311","https://openalex.org/W3125309408","https://openalex.org/W6604768613","https://openalex.org/W6630198464","https://openalex.org/W6673841227"],"related_works":["https://openalex.org/W2900864464","https://openalex.org/W2475480881","https://openalex.org/W2121723556","https://openalex.org/W54727051","https://openalex.org/W2783639087","https://openalex.org/W2155956102","https://openalex.org/W2390244926","https://openalex.org/W2112820851","https://openalex.org/W2077098522","https://openalex.org/W4239446003"],"abstract_inverted_index":{"The":[0,51],"product":[1],"bundling":[2],"problem":[3],"is":[4,61],"a":[5,14],"challenging":[6],"task":[7],"in":[8,17,63,75,87],"the":[9,21,32,39,42,46,73,83,89],"e-Commerce":[10],"domain.":[11],"We":[12],"propose":[13],"generative":[15],"engine":[16],"order":[18,64],"to":[19,65],"find":[20],"bundle":[22],"of":[23,41,48,85],"products":[24],"that":[25],"best":[26],"satisfies":[27],"user":[28,76],"requirements":[29],"and,":[30],"at":[31],"same":[33],"time,":[34],"seller":[35],"needs":[36],"such":[37],"as":[38],"minimization":[40],"dead":[43],"stocks":[44],"and":[45,58,94],"maximization":[47],"net":[49],"income.":[50],"proposed":[52],"system":[53,74,86],"named":[54],"Intelligent":[55],"Bundle":[56],"Suggestion":[57],"Generation":[59],"(IBSAG)":[60],"designed":[62],"satisfy":[66],"these":[67],"requirements.":[68],"Market":[69],"Basket":[70],"Analysis":[71],"supports":[72],"requirement":[77],"elicitation":[78],"task.":[79],"Experimental":[80],"results":[81],"prove":[82],"ability":[84],"finding":[88],"optimal":[90],"tradeoff":[91],"between":[92],"different":[93],"conflicting":[95],"constraints.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
