{"id":"https://openalex.org/W2775332727","doi":"https://doi.org/10.1007/s10664-017-9560-y","title":"Aggregating Association Rules to Improve Change Recommendation","display_name":"Aggregating Association Rules to Improve Change Recommendation","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2775332727","doi":"https://doi.org/10.1007/s10664-017-9560-y","mag":"2775332727"},"language":"en","primary_location":{"id":"doi:10.1007/s10664-017-9560-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-017-9560-y","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-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/A5023083816","display_name":"Thomas Rolfsnes","orcid":"https://orcid.org/0000-0001-5984-3924"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Thomas Rolfsnes","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0001-5984-3924","affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056189345","display_name":"Leon Moonen","orcid":"https://orcid.org/0000-0002-1761-6771"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Leon Moonen","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082066211","display_name":"Stefano Di Alesio","orcid":"https://orcid.org/0000-0002-4627-8011"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Stefano Di Alesio","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003816017","display_name":"Razieh Behjati","orcid":"https://orcid.org/0000-0003-3302-2751"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Razieh Behjati","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008760456","display_name":"David Binkley","orcid":"https://orcid.org/0000-0003-0059-4024"},"institutions":[{"id":"https://openalex.org/I165556055","display_name":"Loyola University Maryland","ror":"https://ror.org/01by1wp65","country_code":"US","type":"education","lineage":["https://openalex.org/I165556055"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dave Binkley","raw_affiliation_strings":["Loyola University Maryland, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loyola University Maryland, Baltimore, MD, USA","institution_ids":["https://openalex.org/I165556055"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023083816"],"corresponding_institution_ids":["https://openalex.org/I2799829267"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":6.9729,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97034134,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"23","issue":"2","first_page":"987","last_page":"1035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9962000250816345,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9876000285148621,"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":0.8647045493125916},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.7594190835952759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7589995861053467},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7066008448600769},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5939393639564514},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.5304210782051086},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5193356275558472},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.45455634593963623},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4451608657836914},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4440818428993225},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4391600489616394},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.43425253033638},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40581411123275757},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.396122008562088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2547371983528137}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8647045493125916},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.7594190835952759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7589995861053467},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7066008448600769},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5939393639564514},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.5304210782051086},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5193356275558472},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.45455634593963623},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4451608657836914},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4440818428993225},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4391600489616394},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.43425253033638},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40581411123275757},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.396122008562088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2547371983528137},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10664-017-9560-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-017-9560-y","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2139882007","display_name":null,"funder_award_id":"#221751/F20","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G4104331750","display_name":null,"funder_award_id":"IIA-1360707","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6003396183","display_name":null,"funder_award_id":"#203461/030","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W57301739","https://openalex.org/W131532953","https://openalex.org/W1482456385","https://openalex.org/W1482472192","https://openalex.org/W1496083254","https://openalex.org/W1535161718","https://openalex.org/W1537336823","https://openalex.org/W1538285186","https://openalex.org/W1548254758","https://openalex.org/W1556507321","https://openalex.org/W1562193183","https://openalex.org/W1595392398","https://openalex.org/W1607429971","https://openalex.org/W1677598599","https://openalex.org/W1683675469","https://openalex.org/W1973036367","https://openalex.org/W1973644552","https://openalex.org/W1974557077","https://openalex.org/W1976611840","https://openalex.org/W1984446671","https://openalex.org/W1990951910","https://openalex.org/W1992984518","https://openalex.org/W2005825070","https://openalex.org/W2010018983","https://openalex.org/W2037557484","https://openalex.org/W2037965136","https://openalex.org/W2038449669","https://openalex.org/W2038899190","https://openalex.org/W2045816045","https://openalex.org/W2053154970","https://openalex.org/W2054388311","https://openalex.org/W2057998500","https://openalex.org/W2069870183","https://openalex.org/W2072506551","https://openalex.org/W2079887492","https://openalex.org/W2086106475","https://openalex.org/W2090479884","https://openalex.org/W2094974204","https://openalex.org/W2095952922","https://openalex.org/W2097704191","https://openalex.org/W2099321136","https://openalex.org/W2102297485","https://openalex.org/W2114938579","https://openalex.org/W2118324373","https://openalex.org/W2119070456","https://openalex.org/W2133961160","https://openalex.org/W2135988257","https://openalex.org/W2141115288","https://openalex.org/W2141558501","https://openalex.org/W2143728276","https://openalex.org/W2151191515","https://openalex.org/W2161226419","https://openalex.org/W2166559705","https://openalex.org/W2170677240","https://openalex.org/W2405346256","https://openalex.org/W2408249955","https://openalex.org/W2498837973","https://openalex.org/W2562187233","https://openalex.org/W2800559265","https://openalex.org/W2990062256","https://openalex.org/W3085162807","https://openalex.org/W4234295701","https://openalex.org/W4241634004","https://openalex.org/W4249233413","https://openalex.org/W4285719527","https://openalex.org/W4301029050","https://openalex.org/W6630226126"],"related_works":["https://openalex.org/W2113128227","https://openalex.org/W632256878","https://openalex.org/W2491403535","https://openalex.org/W3123068371","https://openalex.org/W3125838896","https://openalex.org/W2104915799","https://openalex.org/W4211197663","https://openalex.org/W1518632238","https://openalex.org/W4311938462","https://openalex.org/W1839869193"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
