{"id":"https://openalex.org/W4388570289","doi":"https://doi.org/10.1007/s12599-023-00840-9","title":"A Data Quality Multidimensional Model for Social Media Analysis","display_name":"A Data Quality Multidimensional Model for Social Media Analysis","publication_year":2023,"publication_date":"2023-11-10","ids":{"openalex":"https://openalex.org/W4388570289","doi":"https://doi.org/10.1007/s12599-023-00840-9"},"language":"en","primary_location":{"id":"doi:10.1007/s12599-023-00840-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12599-023-00840-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12599-023-00840-9.pdf","source":{"id":"https://openalex.org/S27339233","display_name":"Business & Information Systems Engineering","issn_l":"1867-0202","issn":["1867-0202","2363-7005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Business & Information Systems Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12599-023-00840-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006863622","display_name":"Mar\u00eda Jos\u00e9 Aramburu","orcid":"https://orcid.org/0000-0002-8026-8351"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Mar\u00eda Jos\u00e9 Aramburu","raw_affiliation_strings":["Department de\u2019Enginyeria i Ci\u00e8ncia dels Computadors, Universitat Jaume I, 12071, Castell\u00f3 de la Plana, Spain","Department de'Enginyeria i Ci\u00e8ncia dels Computadors, Universitat Jaume I, 12071, Castell\u00f3 de la Plana, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department de\u2019Enginyeria i Ci\u00e8ncia dels Computadors, Universitat Jaume I, 12071, Castell\u00f3 de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]},{"raw_affiliation_string":"Department de'Enginyeria i Ci\u00e8ncia dels Computadors, Universitat Jaume I, 12071, Castell\u00f3 de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063246198","display_name":"Rafael Berlanga","orcid":"https://orcid.org/0000-0002-9155-269X"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Berlanga","raw_affiliation_strings":["Department de Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, 12071, Castell\u00f3 de la Plana, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department de Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, 12071, Castell\u00f3 de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064853903","display_name":"Indira Lanza-Cruz","orcid":"https://orcid.org/0000-0003-2413-2799"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Indira Lanza-Cruz","raw_affiliation_strings":["Department de Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, 12071, Castell\u00f3 de la Plana, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department de Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, 12071, Castell\u00f3 de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5006863622"],"corresponding_institution_ids":["https://openalex.org/I10902133"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":{"value":2790,"currency":"EUR","value_usd":3590},"fwci":0.8788,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71913565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"66","issue":"6","first_page":"667","last_page":"689"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6908204555511475},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6458553075790405},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.6329947710037231},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6122881174087524},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.5495702624320984},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5447616577148438},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5117628574371338},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.4970410168170929},{"id":"https://openalex.org/keywords/information-quality","display_name":"Information quality","score":0.4771925210952759},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43593716621398926},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4273841381072998},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2472761869430542},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.2288873791694641},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22106334567070007},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10199746489524841}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6908204555511475},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6458553075790405},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.6329947710037231},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6122881174087524},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.5495702624320984},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5447616577148438},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5117628574371338},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.4970410168170929},{"id":"https://openalex.org/C45983554","wikidata":"https://www.wikidata.org/wiki/Q3412851","display_name":"Information quality","level":3,"score":0.4771925210952759},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43593716621398926},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4273841381072998},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2472761869430542},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2288873791694641},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22106334567070007},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10199746489524841},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12599-023-00840-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12599-023-00840-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12599-023-00840-9.pdf","source":{"id":"https://openalex.org/S27339233","display_name":"Business & Information Systems Engineering","issn_l":"1867-0202","issn":["1867-0202","2363-7005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Business & Information Systems Engineering","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:binfse:v:66:y:2024:i:6:d:10.1007_s12599-023-00840-9","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s12599-023-00840-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:repositori.uji.es:10234/205236","is_oa":true,"landing_page_url":"http://hdl.handle.net/10234/205236","pdf_url":null,"source":{"id":"https://openalex.org/S4306400303","display_name":"Repositori UJI (Universitat Jaume I)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I10902133","host_organization_name":"Universitat Jaume I","host_organization_lineage":["https://openalex.org/I10902133"],"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"}],"best_oa_location":{"id":"doi:10.1007/s12599-023-00840-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12599-023-00840-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12599-023-00840-9.pdf","source":{"id":"https://openalex.org/S27339233","display_name":"Business & Information Systems Engineering","issn_l":"1867-0202","issn":["1867-0202","2363-7005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Business & Information Systems Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4007547779","display_name":null,"funder_award_id":"PID2021-123152OB-C22","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322926","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388570289.pdf"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W93871282","https://openalex.org/W592581720","https://openalex.org/W604028804","https://openalex.org/W935072310","https://openalex.org/W1647217513","https://openalex.org/W1660390307","https://openalex.org/W1849719402","https://openalex.org/W1851422430","https://openalex.org/W1912802097","https://openalex.org/W1991142593","https://openalex.org/W2019890668","https://openalex.org/W2021557227","https://openalex.org/W2046205057","https://openalex.org/W2065512234","https://openalex.org/W2113632446","https://openalex.org/W2150957091","https://openalex.org/W2463926549","https://openalex.org/W2544559981","https://openalex.org/W2562963115","https://openalex.org/W2564413358","https://openalex.org/W2571428827","https://openalex.org/W2580843878","https://openalex.org/W2601720460","https://openalex.org/W2620789444","https://openalex.org/W2770664662","https://openalex.org/W2775701886","https://openalex.org/W2780195716","https://openalex.org/W2789727803","https://openalex.org/W2803922332","https://openalex.org/W2810712022","https://openalex.org/W2890641151","https://openalex.org/W2903782735","https://openalex.org/W2908869256","https://openalex.org/W2921812522","https://openalex.org/W2953271441","https://openalex.org/W2960168849","https://openalex.org/W2963523292","https://openalex.org/W2963725499","https://openalex.org/W2970641574","https://openalex.org/W2976395159","https://openalex.org/W2978559649","https://openalex.org/W2996253884","https://openalex.org/W3005378242","https://openalex.org/W3008678776","https://openalex.org/W3013358884","https://openalex.org/W3016585425","https://openalex.org/W3036321826","https://openalex.org/W3039777472","https://openalex.org/W3095540374","https://openalex.org/W3100511078","https://openalex.org/W3106874931","https://openalex.org/W3126077499","https://openalex.org/W3138487818","https://openalex.org/W3157992656","https://openalex.org/W3163841364","https://openalex.org/W3171113368","https://openalex.org/W3175031861","https://openalex.org/W3190730109","https://openalex.org/W3200230513","https://openalex.org/W3210933050","https://openalex.org/W4206405501","https://openalex.org/W4214582108","https://openalex.org/W4319319637"],"related_works":["https://openalex.org/W2388687352","https://openalex.org/W2370187191","https://openalex.org/W1990162851","https://openalex.org/W2369854048","https://openalex.org/W2374291020","https://openalex.org/W2355907197","https://openalex.org/W3171042291","https://openalex.org/W2390961115","https://openalex.org/W2388138913","https://openalex.org/W1953847556"],"abstract_inverted_index":{"Abstract":[0],"Social":[1],"media":[2,20,193,250],"platforms":[3],"have":[4,168],"become":[5],"a":[6,75,142,198],"new":[7],"source":[8],"of":[9,18,25,28,36,83,111,154,163,201,242,248],"useful":[10],"information":[11],"for":[12,48,68,80,88,191],"companies.":[13],"Ensuring":[14],"the":[15,26,29,34,64,81,109,126,155,161,166,185,214,218,223,229,234,240,246,254],"business":[16,38,50,157,177],"value":[17],"social":[19,49,192,249],"first":[21,106,235],"requires":[22],"an":[23,57],"analysis":[24,70],"quality":[27,66,90,95,127,139,147,190,219,252],"relevant":[30,65,202],"data":[31,78,194,205,251],"and":[32,59,97,119,136,178,189,245],"then":[33],"development":[35],"practical":[37],"intelligence":[39,51],"solutions.":[40],"This":[41,72],"paper":[42],"aims":[43],"at":[44],"building":[45],"high-quality":[46],"datasets":[47],"(SoBI).":[52],"The":[53,105,121],"proposed":[54,224],"method":[55,73,171],"offers":[56],"integrated":[58],"dynamic":[60],"approach":[61,236],"to":[62,113,125,129,172,217],"identify":[63],"metrics":[67,96,148,220],"each":[69],"domain.":[71],"employs":[74],"novel":[76],"multidimensional":[77],"model":[79],"construction":[82],"cubes":[84,140],"with":[85,222],"impact":[86],"measures":[87],"various":[89],"metrics.":[91],"In":[92],"this":[93,164,232],"model,":[94],"indicators":[98],"are":[99],"organized":[100],"in":[101,152,253],"two":[102,173],"main":[103],"axes.":[104],"one":[107],"concerns":[108],"kind":[110],"facts":[112,244],"be":[114,130,150,208],"extracted,":[115],"namely:":[116,132],"posts,":[117],"users,":[118],"topics.":[120],"second":[122],"axis":[123],"refers":[124],"perspectives":[128],"assessed,":[131],"credibility,":[133],"reputation,":[134],"usefulness,":[135],"completeness.":[137],"Additionally,":[138],"include":[141],"user-role":[143],"dimension":[144],"so":[145],"that":[146,184,237],"can":[149,207],"evaluated":[151],"terms":[153],"user":[156],"roles.":[158],"To":[159],"demonstrate":[160],"usefulness":[162],"approach,":[165],"authors":[167,230],"applied":[169],"their":[170],"separate":[174],"domains:":[175],"automotive":[176],"natural":[179],"disasters":[180],"management.":[181],"Results":[182],"show":[183],"trade-off":[186],"between":[187],"quantity":[188],"is":[195,233],"focused":[196],"on":[197],"small":[199],"percentage":[200],"users.":[203],"Thus,":[204],"filtering":[206],"easily":[209],"performed":[210],"by":[211],"simply":[212],"ranking":[213],"posts":[215],"according":[216],"identified":[221],"method.":[225],"As":[226],"far":[227],"as":[228],"know,":[231],"integrates":[238],"both":[239],"extraction":[241],"analytical":[243],"assessment":[247],"same":[255],"framework.":[256]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}