{"id":"https://openalex.org/W3192354062","doi":"https://doi.org/10.1145/3459930.3469499","title":"FARM","display_name":"FARM","publication_year":2021,"publication_date":"2021-07-30","ids":{"openalex":"https://openalex.org/W3192354062","doi":"https://doi.org/10.1145/3459930.3469499","mag":"3192354062"},"language":"en","primary_location":{"id":"doi:10.1145/3459930.3469499","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459930.3469499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics","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/A5065450220","display_name":"Petr Tsurinov","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Petr Tsurinov","raw_affiliation_strings":["JetBrains Research, Saint-Petersburg Russia"],"affiliations":[{"raw_affiliation_string":"JetBrains Research, Saint-Petersburg Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088302082","display_name":"Oleg Shpynov","orcid":"https://orcid.org/0000-0002-7032-4671"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oleg Shpynov","raw_affiliation_strings":["JetBrains Research, Saint-Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"JetBrains Research, Saint-Petersburg, Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089509589","display_name":"Nina Lukashina","orcid":"https://orcid.org/0000-0002-3481-0840"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nina Lukashina","raw_affiliation_strings":["JetBrains Research, Saint-Petersburg Russia"],"affiliations":[{"raw_affiliation_string":"JetBrains Research, Saint-Petersburg Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030988885","display_name":"Daria Likholetova","orcid":"https://orcid.org/0000-0002-5227-1166"},"institutions":[{"id":"https://openalex.org/I172901346","display_name":"St Petersburg University","ror":"https://ror.org/023znxa73","country_code":"RU","type":"education","lineage":["https://openalex.org/I172901346"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Daria Likholetova","raw_affiliation_strings":["Saint Petersburg State University, Saint-Petersburg Russia"],"affiliations":[{"raw_affiliation_string":"Saint Petersburg State University, Saint-Petersburg Russia","institution_ids":["https://openalex.org/I172901346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086311928","display_name":"Maxim N. Artyomov","orcid":"https://orcid.org/0000-0002-1133-4212"},"institutions":[{"id":"https://openalex.org/I4210153792","display_name":"University School","ror":"https://ror.org/05ap66461","country_code":"US","type":"education","lineage":["https://openalex.org/I4210153792"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maxim Artyomov","raw_affiliation_strings":["University School of Medicine"],"affiliations":[{"raw_affiliation_string":"University School of Medicine","institution_ids":["https://openalex.org/I4210153792"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065450220"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8262,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78707481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9969000220298767,"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":0.9969000220298767,"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":0.874285101890564},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.6768091320991516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6719655990600586},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6560419797897339},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6368532180786133},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5216272473335266},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.49665266275405884},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.492752343416214},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.47647711634635925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3352290987968445},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22469326853752136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1670943796634674},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.059385091066360474}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.874285101890564},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.6768091320991516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6719655990600586},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6560419797897339},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6368532180786133},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5216272473335266},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.49665266275405884},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.492752343416214},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.47647711634635925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3352290987968445},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22469326853752136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1670943796634674},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.059385091066360474},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3459930.3469499","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459930.3469499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W3110523587"],"related_works":["https://openalex.org/W2390051172","https://openalex.org/W2297208791","https://openalex.org/W2367209111","https://openalex.org/W2351000793","https://openalex.org/W2366790077","https://openalex.org/W2348276166","https://openalex.org/W3034345083","https://openalex.org/W2607264580","https://openalex.org/W3012205960","https://openalex.org/W1483188779"],"abstract_inverted_index":{"Associations":[0],"search":[1],"is":[2],"one":[3],"of":[4,7,33],"the":[5,23],"methods":[6],"data":[8],"analysis.":[9],"Association":[10,53],"Rule":[11,54],"Mining":[12],"(ARM)":[13],"approach":[14],"can":[15],"construct":[16],"association":[17,48],"rules":[18,49],"from":[19],"observational":[20],"data,":[21],"but":[22],"most":[24],"widely":[25],"used":[26],"algorithm":[27],"Apriori":[28],"typically":[29],"produces":[30],"large":[31],"number":[32],"unstructured":[34],"results":[35],"without":[36],"any":[37],"ranking":[38],"or":[39],"statistical":[40],"significance.":[41],"We":[42],"propose":[43],"a":[44],"novel":[45],"method":[46],"for":[47],"mining":[50],"FARM":[51],"(Fishbone":[52],"Mining)":[55],"to":[56],"address":[57],"these":[58],"challenges.":[59]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-08-16T00:00:00"}
