{"id":"https://openalex.org/W3044691073","doi":"https://doi.org/10.1109/access.2020.3010852","title":"Extracting User-Centric Knowledge on Two Different Spaces: Concepts and Records","display_name":"Extracting User-Centric Knowledge on Two Different Spaces: Concepts and Records","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3044691073","doi":"https://doi.org/10.1109/access.2020.3010852","mag":"3044691073"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3010852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3010852","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09145755.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09145755.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050287828","display_name":"Jos\u00e9 Mar\u00eda Luna","orcid":"https://orcid.org/0000-0003-3537-2931"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose Maria Luna","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038682039","display_name":"Philippe Fournier\u2010Viger","orcid":"https://orcid.org/0000-0002-7680-9899"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Philippe Fournier-Viger","raw_affiliation_strings":["School of Humanities and Social Science, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Humanities and Social Science, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033238429","display_name":"Sebasti\u00e1n Ventura","orcid":"https://orcid.org/0000-0003-4216-6378"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sebastian Ventura","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050287828"],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.113,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84300568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"134782","last_page":"134799"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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/T10538","display_name":"Data Mining Algorithms and Applications","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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9929999709129333,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9891999959945679,"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/computer-science","display_name":"Computer science","score":0.8301131725311279},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6096405982971191},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5878199338912964},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5149477124214172},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4403515160083771},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4150102138519287},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4114142954349518},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3090149760246277}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8301131725311279},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6096405982971191},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5878199338912964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5149477124214172},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4403515160083771},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4150102138519287},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4114142954349518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3090149760246277},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3010852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3010852","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09145755.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9ccc5ea7880e4e97b8797319aeecff5d","is_oa":true,"landing_page_url":"https://doaj.org/article/9ccc5ea7880e4e97b8797319aeecff5d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 134782-134799 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3010852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3010852","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09145755.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1224945033","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G4516693831","display_name":null,"funder_award_id":"UCO-FEDER 18 REF.1263116 MOD.A","funder_id":"https://openalex.org/F4320325299","funder_display_name":"Universidad de C\u00f3rdoba"},{"id":"https://openalex.org/G7919435308","display_name":null,"funder_award_id":"TIN2017-83445-P","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G8806463697","display_name":null,"funder_award_id":"TIN2017","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320325299","display_name":"Universidad de C\u00f3rdoba","ror":"https://ror.org/05yc77b46"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3044691073.pdf","grobid_xml":"https://content.openalex.org/works/W3044691073.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W105723088","https://openalex.org/W1578959085","https://openalex.org/W1641039719","https://openalex.org/W1995150322","https://openalex.org/W1999380087","https://openalex.org/W2004631648","https://openalex.org/W2043568847","https://openalex.org/W2090526345","https://openalex.org/W2097156360","https://openalex.org/W2110119381","https://openalex.org/W2129150932","https://openalex.org/W2134197825","https://openalex.org/W2140190241","https://openalex.org/W2166559705","https://openalex.org/W2314622469","https://openalex.org/W2317956886","https://openalex.org/W2339546530","https://openalex.org/W2481003398","https://openalex.org/W2482589566","https://openalex.org/W2500972218","https://openalex.org/W2724859488","https://openalex.org/W2895222304","https://openalex.org/W2914828897","https://openalex.org/W2918543115","https://openalex.org/W2928881543","https://openalex.org/W2961234535","https://openalex.org/W3000507134","https://openalex.org/W3150565720","https://openalex.org/W4212848460","https://openalex.org/W4237301547","https://openalex.org/W6634775095","https://openalex.org/W6703962531"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2018871932","https://openalex.org/W641279757","https://openalex.org/W370975646","https://openalex.org/W1670566515","https://openalex.org/W93075631","https://openalex.org/W3005434123","https://openalex.org/W2599205313","https://openalex.org/W2076251662","https://openalex.org/W4231842067"],"abstract_inverted_index":{"The":[0],"growing":[1],"demand":[2],"for":[3,10,25,129,199],"eliciting":[4],"useful":[5,37],"knowledge":[6,67],"from":[7],"data":[8,32,47,80,89,96,109,164],"calls":[9],"techniques":[11,190],"that":[12,21,68],"can":[13,97,111,158],"discover":[14],"insights":[15,211],"(in":[16],"the":[17,34,46,51,65,117,132,137,142,166,193,196,213],"form":[18],"of":[19,31,36,106,123,131,141,195,215,224],"patterns)":[20],"users":[22],"need.":[23],"Methodologies":[24],"describing":[26],"intrinsic":[27],"and":[28,45,88,139,177,187,203,206],"relevant":[29],"properties":[30],"through":[33,103],"extraction":[35],"patterns,":[38],"however,":[39],"work":[40],"on":[41,78,83,116,185],"fixed":[42],"input":[43],"data,":[44],"representation,":[48],"therefore,":[49],"constrains":[50],"discovered":[52],"insights.":[53],"In":[54,91],"this":[55,57,92],"regard,":[56],"paper":[58],"aims":[59],"at":[60,150],"providing":[61],"foundations":[62,144,198],"to":[63,135,161,191,228],"make":[64],"descriptive":[66],"is":[69,221],"extracted":[70],"by":[71,76],"pattern":[72,146,155],"mining":[73,156],"more":[74,204,234],"user-centric":[75],"relying":[77],"flexible":[79,163],"structures":[81],"defined":[82],"two":[84,133,232],"different":[85,170],"perspectives:":[86],"concepts":[87],"records.":[90],"sense,":[93],"items":[94],"in":[95,145],"be":[98,113,159],"grouped":[99],"into":[100],"abstract":[101],"terms":[102],"subjective":[104,119],"hierarchies":[105],"concepts,":[107],"whereas":[108],"records":[110],"also":[112],"organized":[114],"based":[115,184],"users'":[118],"perspective.":[120],"A":[121],"series":[122],"easy-to-follow":[124],"toy":[125],"examples":[126],"are":[127,183],"considered":[128],"each":[130],"perspectives":[134],"demonstrate":[136,192,212],"usefulness":[138,194],"necessity":[140],"proposed":[143],"mining.":[147],"Finally,":[148],"aiming":[149],"experimentally":[151],"testing":[152],"whether":[153],"classical":[154],"algorithms":[157],"adapted":[160],"such":[162],"structures,":[165],"experimental":[167],"analysis":[168],"comprises":[169],"methodologies,":[171],"including":[172,231],"exhaustive":[173],"search,":[174,176],"random":[175],"evolutionary":[178],"approaches.":[179],"All":[180],"these":[181],"approaches":[182],"well-known":[186],"widely":[188],"recognized":[189],"provided":[197],"future":[200],"research":[201],"works":[202],"efficient":[205],"specifically":[207],"designed":[208],"algorithms.":[209],"Obtained":[210],"importance":[214],"working":[216],"with":[217],"subjectivity:":[218],"an":[219],"item":[220],"a":[222,229],"type":[223],"soda":[225,235],"but":[226],"belongs":[227],"pack,":[230],"or":[233],"types.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
