{"id":"https://openalex.org/W3206830253","doi":"https://doi.org/10.1145/3474944.3474951","title":"Big Data Analytics in Association Rule Mining: A Systematic Literature Review","display_name":"Big Data Analytics in Association Rule Mining: A Systematic Literature Review","publication_year":2021,"publication_date":"2021-01-16","ids":{"openalex":"https://openalex.org/W3206830253","doi":"https://doi.org/10.1145/3474944.3474951","mag":"3206830253"},"language":"en","primary_location":{"id":"doi:10.1145/3474944.3474951","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474944.3474951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 the 3rd International Conference on Big Data Engineering and Technology (BDET)","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/A5003941688","display_name":"Mahtab Shahin","orcid":"https://orcid.org/0000-0002-5784-6301"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Mahtab Shahin","raw_affiliation_strings":["Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia"],"affiliations":[{"raw_affiliation_string":"Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070410212","display_name":"Sijo Arakkal Peious","orcid":"https://orcid.org/0000-0002-7858-9463"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Sijo Arakkal Peious","raw_affiliation_strings":["Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia"],"affiliations":[{"raw_affiliation_string":"Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047705301","display_name":"Rahul Sharma","orcid":"https://orcid.org/0000-0002-9024-8768"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Rahul Sharma","raw_affiliation_strings":["Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia"],"affiliations":[{"raw_affiliation_string":"Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056148154","display_name":"Minakshi Kaushik","orcid":"https://orcid.org/0000-0002-6658-1712"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Minakshi Kaushik","raw_affiliation_strings":["Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia"],"affiliations":[{"raw_affiliation_string":"Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070511935","display_name":"Sadok Ben Yahia","orcid":"https://orcid.org/0000-0001-8939-8948"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Sadok Ben Yahia","raw_affiliation_strings":["Software Science Department,Tallinn University of Technology,Tallinn,Estonia, Estonia"],"affiliations":[{"raw_affiliation_string":"Software Science Department,Tallinn University of Technology,Tallinn,Estonia, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023820143","display_name":"Syed Attique Shah","orcid":"https://orcid.org/0000-0003-2949-7391"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Syed Attique Shah","raw_affiliation_strings":["Data Systems Group,Institute of Computer Science,University of Tartu,Tartu,Estonia, Estonia"],"affiliations":[{"raw_affiliation_string":"Data Systems Group,Institute of Computer Science,University of Tartu,Tartu,Estonia, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024067855","display_name":"Dirk Draheim","orcid":"https://orcid.org/0000-0003-3376-7489"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Dirk Draheim","raw_affiliation_strings":["Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia"],"affiliations":[{"raw_affiliation_string":"Information Systems Group,Tallinn University of Technology,Tallinn,Estonia, Estonia","institution_ids":["https://openalex.org/I111112146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5003941688"],"corresponding_institution_ids":["https://openalex.org/I111112146"],"apc_list":null,"apc_paid":null,"fwci":6.3346,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.9660898,"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":"40","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9879999756813049,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8466495275497437},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.8102014660835266},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.7725673317909241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6751723289489746},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6643815040588379},{"id":"https://openalex.org/keywords/globe","display_name":"Globe","score":0.6142109632492065},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5915271639823914},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.48628318309783936},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4764842689037323},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.44111642241477966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12672024965286255}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8466495275497437},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.8102014660835266},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7725673317909241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6751723289489746},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6643815040588379},{"id":"https://openalex.org/C2775899829","wikidata":"https://www.wikidata.org/wiki/Q3109007","display_name":"Globe","level":2,"score":0.6142109632492065},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5915271639823914},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.48628318309783936},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4764842689037323},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.44111642241477966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12672024965286255},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3474944.3474951","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474944.3474951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 the 3rd International Conference on Big Data Engineering and Technology (BDET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W79970639","https://openalex.org/W1495984639","https://openalex.org/W1544139368","https://openalex.org/W1979943645","https://openalex.org/W1995797177","https://openalex.org/W2012618917","https://openalex.org/W2029702488","https://openalex.org/W2041325010","https://openalex.org/W2062642671","https://openalex.org/W2076743544","https://openalex.org/W2078802273","https://openalex.org/W2079931838","https://openalex.org/W2082266106","https://openalex.org/W2095535748","https://openalex.org/W2129714679","https://openalex.org/W2166559705","https://openalex.org/W2180880586","https://openalex.org/W2185520150","https://openalex.org/W2246734443","https://openalex.org/W2255929118","https://openalex.org/W2580282500","https://openalex.org/W2615310743","https://openalex.org/W2765714237","https://openalex.org/W2767859794","https://openalex.org/W2785760574","https://openalex.org/W2795012212","https://openalex.org/W2799922619","https://openalex.org/W2883188304","https://openalex.org/W2886707573","https://openalex.org/W2900294417","https://openalex.org/W2942433350","https://openalex.org/W2946893635","https://openalex.org/W2962523738","https://openalex.org/W2978687348","https://openalex.org/W2979747277","https://openalex.org/W2981168126","https://openalex.org/W2998574808","https://openalex.org/W3015513889","https://openalex.org/W3038583280","https://openalex.org/W3091084004","https://openalex.org/W3176910388","https://openalex.org/W4231099770","https://openalex.org/W4231513959","https://openalex.org/W4243450781","https://openalex.org/W6685888914"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W2796632413"],"abstract_inverted_index":{"Due":[0],"to":[1,17,41,73,83,103],"the":[2,10,18,22,46,104],"rapid":[3],"impact":[4],"of":[5,27,48,65,89],"IT":[6],"technology,":[7],"data":[8,29,50,79,92,106],"across":[9],"globe":[11],"is":[12],"growing":[13],"exponentially":[14],"as":[15,69],"compared":[16],"last":[19],"decade.":[20],"Therefore,":[21],"efficient":[23],"analysis":[24],"and":[25,87,97,111],"application":[26],"big":[28,49,91,105],"require":[30],"special":[31],"technologies.":[32],"The":[33],"present":[34],"study":[35],"performs":[36],"a":[37],"systematic":[38],"literature":[39],"review":[40],"synthesize":[42],"recent":[43],"research":[44,58],"on":[45],"applicability":[47],"analytics":[51],"in":[52,93,101],"association":[53,94],"rule":[54,95],"mining":[55,96],"(ARM).":[56],"Our":[57],"strategy":[59],"identified":[60,68,98],"4797":[61],"scientific":[62],"articles,":[63],"27":[64],"which":[66],"were":[67],"primary":[70],"papers":[71,82],"relevant":[72],"our":[74],"research.":[75],"We":[76],"have":[77],"extracted":[78],"from":[80],"these":[81],"identify":[84],"various":[85],"technologies":[86],"algorithms":[88],"using":[90],"their":[99],"limitations":[100],"regards":[102],"categories":[107],"(volume,":[108],"velocity,":[109],"variety,":[110],"veracity).":[112]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
