{"id":"https://openalex.org/W120165761","doi":"https://doi.org/10.1007/978-3-642-34044-4_7","title":"FP-Growth in Discovery of Customer Patterns","display_name":"FP-Growth in Discovery of Customer Patterns","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W120165761","doi":"https://doi.org/10.1007/978-3-642-34044-4_7","mag":"120165761"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-34044-4_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-34044-4_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-34044-4_7.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-34044-4_7.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030044285","display_name":"Jerzy Korczak","orcid":"https://orcid.org/0000-0001-6441-6126"},"institutions":[{"id":"https://openalex.org/I305801656","display_name":"Wroclaw University of Economics and Business","ror":"https://ror.org/013sm1c65","country_code":"PL","type":"education","lineage":["https://openalex.org/I305801656"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Jerzy Korczak","raw_affiliation_strings":["Wroc\u0142aw University of Economics, Poland","Wroclaw University of Economics"],"affiliations":[{"raw_affiliation_string":"Wroc\u0142aw University of Economics, Poland","institution_ids":["https://openalex.org/I305801656"]},{"raw_affiliation_string":"Wroclaw University of Economics","institution_ids":["https://openalex.org/I305801656"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063202206","display_name":"Piotr Skrzypczak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135797","display_name":"Doctors Hospital","ror":"https://ror.org/03ja8fa88","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210135797"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Piotr Skrzypczak","raw_affiliation_strings":["Delikatesy Alma, 53-345 ul. Komandorska 118/120, Wroc\u0142aw, Poland","Delikatesy Alma"],"affiliations":[{"raw_affiliation_string":"Delikatesy Alma, 53-345 ul. Komandorska 118/120, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I4210135797"]},{"raw_affiliation_string":"Delikatesy Alma","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030044285"],"corresponding_institution_ids":["https://openalex.org/I305801656"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09184166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"120","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9993000030517578,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9993000030517578,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9283000230789185,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/association-rule-learning","display_name":"Association rule learning","score":0.716150164604187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6972742080688477},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.6871752738952637},{"id":"https://openalex.org/keywords/k-optimal-pattern-discovery","display_name":"K-optimal pattern discovery","score":0.5953889489173889},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5840893387794495},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.557838499546051},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47104501724243164},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4239773452281952},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3983367383480072},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35653790831565857},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3544664680957794},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21315735578536987},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.2130260467529297},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.18280857801437378},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.162410169839859},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.11039990186691284},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.06355887651443481}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.716150164604187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6972742080688477},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.6871752738952637},{"id":"https://openalex.org/C105445830","wikidata":"https://www.wikidata.org/wiki/Q6322855","display_name":"K-optimal pattern discovery","level":3,"score":0.5953889489173889},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5840893387794495},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.557838499546051},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47104501724243164},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4239773452281952},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3983367383480072},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35653790831565857},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3544664680957794},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21315735578536987},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2130260467529297},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.18280857801437378},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.162410169839859},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.11039990186691284},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.06355887651443481}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-34044-4_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-34044-4_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-34044-4_7.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01515550v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01515550","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1st International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA), Jun 2011, Campione d\u2019Italia, Italy. pp.120-133, &#x27E8;10.1007/978-3-642-34044-4_7&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-34044-4_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-34044-4_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-34044-4_7.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W120165761.pdf","grobid_xml":"https://content.openalex.org/works/W120165761.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1483679765","https://openalex.org/W1590503460","https://openalex.org/W2064853889","https://openalex.org/W2083895808","https://openalex.org/W2115482638","https://openalex.org/W2136458912","https://openalex.org/W2493079282","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2136535899","https://openalex.org/W2083386287","https://openalex.org/W2380137665","https://openalex.org/W1830556469","https://openalex.org/W2103281268","https://openalex.org/W1989373239","https://openalex.org/W118909908","https://openalex.org/W2185491808","https://openalex.org/W110081222","https://openalex.org/W2336675426"],"abstract_inverted_index":{"The":[0,53],"paper":[1],"describes":[2],"a":[3,8,61],"knowledge":[4],"discovery":[5,52,57],"platform":[6],"and":[7,20,34],"novel":[9],"process":[10,49,54],"for":[11],"finding":[12],"association":[13],"rules":[14,51],"based":[15],"on":[16,60],"the":[17,40,47,69],"algorithm":[18],"FP-Growth":[19],"its":[21],"variants.":[22],"Built":[23],"software":[24],"solution":[25],"has":[26],"been":[27],"optimized":[28],"in":[29],"terms":[30],"of":[31,42,50,55,66,68],"memory":[32],"usage":[33],"computation":[35],"time":[36],"as":[37,39],"well":[38],"impact":[41],"all":[43],"modifications":[44],"made":[45],"to":[46],"whole":[48],"rule":[56],"is":[58],"illustrated":[59],"real":[62],"database":[63],"containing":[64],"transactions":[65],"customers":[67],"e-shop":[70],"Delicatessen":[71],"Alma24.":[72]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
