{"id":"https://openalex.org/W4280541407","doi":"https://doi.org/10.1007/s10462-022-10196-3","title":"A survey on the use of association rules mining techniques in textual social media","display_name":"A survey on the use of association rules mining techniques in textual social media","publication_year":2022,"publication_date":"2022-05-12","ids":{"openalex":"https://openalex.org/W4280541407","doi":"https://doi.org/10.1007/s10462-022-10196-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/35578652"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-022-10196-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-022-10196-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-022-10196-3.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-022-10196-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036347319","display_name":"Jose A. Diaz-Garcia","orcid":"https://orcid.org/0000-0002-9263-1402"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose A. Diaz-Garcia","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9263-1402","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016753319","display_name":"M. Dolores Ruiz","orcid":"https://orcid.org/0000-0003-1077-3173"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Dolores Ruiz","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1077-3173","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000475040","display_name":"Mar\u0131\u0301a J. Mart\u0131\u0301n-Bautista","orcid":"https://orcid.org/0000-0002-6973-477X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maria J. Martin-Bautista","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6973-477X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036347319"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":11.7923,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.98544727,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"56","issue":"2","first_page":"1175","last_page":"1200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.998199999332428,"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":0.998199999332428,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9894999861717224,"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":0.9890999794006348,"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/association-rule-learning","display_name":"Association rule learning","score":0.7272396087646484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6778254508972168},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6563059687614441},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.61888188123703},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4912201762199402},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4055069088935852},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3835989236831665},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2518744170665741},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14285561442375183}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7272396087646484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6778254508972168},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6563059687614441},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.61888188123703},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4912201762199402},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4055069088935852},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3835989236831665},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2518744170665741},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14285561442375183},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10462-022-10196-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-022-10196-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-022-10196-3.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},{"id":"pmid:35578652","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35578652","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial intelligence review","raw_type":null},{"id":"pmh:oai:digibug.ugr.es:10481/75136","is_oa":true,"landing_page_url":"http://hdl.handle.net/10481/75136","pdf_url":null,"source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9096767","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9096767","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artif Intell Rev","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10462-022-10196-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-022-10196-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-022-10196-3.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G176402419","display_name":null,"funder_award_id":"B-TIC-145-UGR18","funder_id":"https://openalex.org/F4320323834","funder_display_name":"Universidad de Granada"},{"id":"https://openalex.org/G2184160533","display_name":null,"funder_award_id":"P18-RT-2947","funder_id":"https://openalex.org/F4320323834","funder_display_name":"Universidad de Granada"},{"id":"https://openalex.org/G3087526253","display_name":"Technology, training and knowledge for Early-Warning / Early-Action led policing in fighting Organised Crime and Terrorism","funder_award_id":"786687","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4674044883","display_name":null,"funder_award_id":"FPU18/00150","funder_id":"https://openalex.org/F4320321764","funder_display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte"},{"id":"https://openalex.org/G6087960968","display_name":null,"funder_award_id":"P18-RT-2947","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G7356860307","display_name":null,"funder_award_id":"786687","funder_id":"https://openalex.org/F4320335254","funder_display_name":"Horizon 2020"},{"id":"https://openalex.org/G7613173340","display_name":null,"funder_award_id":"FPU18","funder_id":"https://openalex.org/F4320323834","funder_display_name":"Universidad de Granada"},{"id":"https://openalex.org/G8681422887","display_name":null,"funder_award_id":"B-TIC-145-UGR18","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321764","display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte","ror":"https://ror.org/03nc27g21"},{"id":"https://openalex.org/F4320323834","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449"},{"id":"https://openalex.org/F4320326754","display_name":"Junta de Andaluc\u00eda","ror":"https://ror.org/01jem9c82"},{"id":"https://openalex.org/F4320335254","display_name":"Horizon 2020","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4280541407.pdf","grobid_xml":"https://content.openalex.org/works/W4280541407.grobid-xml"},"referenced_works_count":83,"referenced_works":["https://openalex.org/W66075889","https://openalex.org/W66373487","https://openalex.org/W1520890006","https://openalex.org/W1550707687","https://openalex.org/W1606741577","https://openalex.org/W1688370119","https://openalex.org/W1774876256","https://openalex.org/W1975834516","https://openalex.org/W2004805835","https://openalex.org/W2009330377","https://openalex.org/W2016986556","https://openalex.org/W2024932032","https://openalex.org/W2032860265","https://openalex.org/W2064853889","https://openalex.org/W2071045739","https://openalex.org/W2091666929","https://openalex.org/W2095575465","https://openalex.org/W2110642088","https://openalex.org/W2115126366","https://openalex.org/W2123442489","https://openalex.org/W2135114214","https://openalex.org/W2186120071","https://openalex.org/W2218641061","https://openalex.org/W2273718352","https://openalex.org/W2293214727","https://openalex.org/W2322905375","https://openalex.org/W2339652305","https://openalex.org/W2344482722","https://openalex.org/W2468706984","https://openalex.org/W2482880346","https://openalex.org/W2530745782","https://openalex.org/W2619201468","https://openalex.org/W2766537133","https://openalex.org/W2788616791","https://openalex.org/W2885660020","https://openalex.org/W2886045072","https://openalex.org/W2890537965","https://openalex.org/W2892778810","https://openalex.org/W2894634079","https://openalex.org/W2897026206","https://openalex.org/W2899203433","https://openalex.org/W2900813255","https://openalex.org/W2910636646","https://openalex.org/W2912810788","https://openalex.org/W2912978884","https://openalex.org/W2922216455","https://openalex.org/W2957001055","https://openalex.org/W2962115198","https://openalex.org/W2962686197","https://openalex.org/W2964056538","https://openalex.org/W2966432716","https://openalex.org/W2972079061","https://openalex.org/W2973215809","https://openalex.org/W2995574965","https://openalex.org/W2997630697","https://openalex.org/W2998574808","https://openalex.org/W2999347085","https://openalex.org/W3016832937","https://openalex.org/W3023203499","https://openalex.org/W3024383634","https://openalex.org/W3024878456","https://openalex.org/W3026895717","https://openalex.org/W3033532927","https://openalex.org/W3034345083","https://openalex.org/W3036827731","https://openalex.org/W3093746924","https://openalex.org/W3114543730","https://openalex.org/W3121345525","https://openalex.org/W3127797560","https://openalex.org/W3128678776","https://openalex.org/W3130226768","https://openalex.org/W3132635576","https://openalex.org/W3135513630","https://openalex.org/W3146682110","https://openalex.org/W3149924052","https://openalex.org/W3155564043","https://openalex.org/W3171449285","https://openalex.org/W3175831960","https://openalex.org/W3179909738","https://openalex.org/W4230488432","https://openalex.org/W4239372721","https://openalex.org/W4254943618","https://openalex.org/W4401047838"],"related_works":["https://openalex.org/W2392697706","https://openalex.org/W366033468","https://openalex.org/W128746893","https://openalex.org/W2367573304","https://openalex.org/W2537030075","https://openalex.org/W2006971496","https://openalex.org/W2065998343","https://openalex.org/W2369717039","https://openalex.org/W2384676159","https://openalex.org/W2982449560"],"abstract_inverted_index":{"The":[0],"incursion":[1],"of":[2,22,35,100,125,128,134,144,159,178,193],"social":[3,101,135,169,194],"media":[4,102,136,195],"in":[5,12,39,112,131,167,186],"our":[6],"lives":[7],"has":[8,17],"been":[9],"much":[10],"accentuated":[11],"the":[13,36,51,89,98,107,126,132,142,155,172,179,187,191],"last":[14],"decade.":[15],"This":[16,63],"led":[18],"to":[19,43,46,87,141],"a":[20,122,175],"multiplication":[21],"data":[23,32,67],"mining":[24,68,145],"tools":[25],"aimed":[26],"at":[27],"obtaining":[28],"knowledge":[29,49],"from":[30,77],"these":[31,78],"sources.":[33],"One":[34],"greatest":[37],"challenges":[38,180],"this":[40,48,93],"area":[41],"is":[42,64],"be":[44],"able":[45],"obtain":[47,75],"without":[50],"need":[52,108],"for":[53,109,116,163],"training":[54],"processes,":[55],"which":[56],"requires":[57],"structured":[58],"information":[59],"and":[60,80,157],"pre-labelled":[61],"datasets.":[62],"where":[65],"unsupervised":[66,110],"techniques":[69,73],"come":[70],"in.":[71],"These":[72],"can":[74],"value":[76],"unstructured":[79],"unlabelled":[81],"data,":[82],"providing":[83],"very":[84],"interesting":[85],"solutions":[86],"enhance":[88],"decision-making":[90],"process.":[91],"In":[92],"paper,":[94],"we":[95],"first":[96],"address":[97],"problem":[99],"mining,":[103,137],"as":[104,106,149],"well":[105],"techniques,":[111],"particular":[113],"association":[114,129,161,182],"rules,":[115],"its":[117],"treatment.":[118],"We":[119,151],"follow":[120],"with":[121],"broad":[123],"overview":[124,177],"applications":[127],"rules":[130,162,183],"domain":[133],"specifically,":[138],"their":[139],"application":[140],"problems":[143],"textual":[146,168],"entities,":[147],"such":[148],"tweets.":[150],"also":[152],"focus":[153],"on":[154],"strengths":[156],"weaknesses":[158],"using":[160],"solving":[164],"different":[165],"tasks":[166],"media.":[170],"Finally,":[171],"paper":[173],"provides":[174],"perspective":[176],"that":[181],"must":[184],"face":[185],"next":[188],"decade":[189],"within":[190],"field":[192],"mining.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
