{"id":"https://openalex.org/W2971345434","doi":"https://doi.org/10.1109/access.2019.2937743","title":"The Conundrum of Success in Music: Playing it or Talking About it?","display_name":"The Conundrum of Success in Music: Playing it or Talking About it?","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2971345434","doi":"https://doi.org/10.1109/access.2019.2937743","mag":"2971345434"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2937743","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937743","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08815760.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/ielx7/6287639/8600701/08815760.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075064558","display_name":"Alberto Cosimato","orcid":null},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Cosimato","raw_affiliation_strings":["Department of Computer Science, University of Salerno, Salerno, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026243357","display_name":"Roberto De Prisco","orcid":"https://orcid.org/0000-0003-0559-6897"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto De Prisco","raw_affiliation_strings":["Department of Computer Science, University of Salerno, Salerno, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085259062","display_name":"Alfonso Guarino","orcid":"https://orcid.org/0000-0002-9055-9689"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alfonso Guarino","raw_affiliation_strings":["Department of Computer Science, University of Salerno, Salerno, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035407958","display_name":"Delfina Malandrino","orcid":"https://orcid.org/0000-0003-2693-0196"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Delfina Malandrino","raw_affiliation_strings":["Department of Computer Science, University of Salerno, Salerno, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041724895","display_name":"Nicola Lettieri","orcid":"https://orcid.org/0000-0001-6342-3252"},"institutions":[{"id":"https://openalex.org/I4388482715","display_name":"National Institute for Public Policy Analysis","ror":"https://ror.org/058wvhh95","country_code":null,"type":"government","lineage":["https://openalex.org/I4388482715"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Lettieri","raw_affiliation_strings":["National Institute for Public Policy Analysis (INAPP), Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Public Policy Analysis (INAPP), Rome, Italy","institution_ids":["https://openalex.org/I4388482715"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062434876","display_name":"G. Sorrentino","orcid":"https://orcid.org/0000-0002-4014-2850"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Sorrentino","raw_affiliation_strings":["Department of Computer Science, University of Salerno, Salerno, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009847199","display_name":"Rocco Zaccagnino","orcid":"https://orcid.org/0000-0002-9089-5957"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rocco Zaccagnino","raw_affiliation_strings":["Department of Computer Science, University of Salerno, Salerno, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9089-5957","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4627,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.89819949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"123289","last_page":"123298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9977999925613403,"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":0.9977999925613403,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9940999746322632,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9930999875068665,"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/popularity","display_name":"Popularity","score":0.6861565113067627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6561704874038696},{"id":"https://openalex.org/keywords/newspaper","display_name":"Newspaper","score":0.6131836175918579},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6128614544868469},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.6042593717575073},{"id":"https://openalex.org/keywords/entertainment","display_name":"Entertainment","score":0.602171003818512},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5506153702735901},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.5318781137466431},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.4893014132976532},{"id":"https://openalex.org/keywords/blues","display_name":"Blues","score":0.4858231544494629},{"id":"https://openalex.org/keywords/punk","display_name":"Punk","score":0.41663995385169983},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37314608693122864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35706210136413574},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1861027181148529},{"id":"https://openalex.org/keywords/media-studies","display_name":"Media studies","score":0.17100319266319275},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13253307342529297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13210004568099976},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.13170266151428223},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.11887568235397339}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6861565113067627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6561704874038696},{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.6131836175918579},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6128614544868469},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.6042593717575073},{"id":"https://openalex.org/C512170562","wikidata":"https://www.wikidata.org/wiki/Q173799","display_name":"Entertainment","level":2,"score":0.602171003818512},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5506153702735901},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.5318781137466431},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.4893014132976532},{"id":"https://openalex.org/C139015958","wikidata":"https://www.wikidata.org/wiki/Q9759","display_name":"Blues","level":2,"score":0.4858231544494629},{"id":"https://openalex.org/C4951490","wikidata":"https://www.wikidata.org/wiki/Q7260376","display_name":"Punk","level":2,"score":0.41663995385169983},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37314608693122864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35706210136413574},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1861027181148529},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.17100319266319275},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13253307342529297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13210004568099976},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.13170266151428223},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.11887568235397339},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2937743","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937743","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08815760.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:71c6243e20854d93bf8e5beaa860b3f3","is_oa":true,"landing_page_url":"https://doaj.org/article/71c6243e20854d93bf8e5beaa860b3f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 7, Pp 123289-123298 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2937743","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937743","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08815760.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":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2971345434.pdf","grobid_xml":"https://content.openalex.org/works/W2971345434.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W34176136","https://openalex.org/W1498436455","https://openalex.org/W1590495275","https://openalex.org/W1661536979","https://openalex.org/W1670132599","https://openalex.org/W1965964177","https://openalex.org/W2002034968","https://openalex.org/W2010521354","https://openalex.org/W2015186536","https://openalex.org/W2085789144","https://openalex.org/W2099813784","https://openalex.org/W2124499489","https://openalex.org/W2140494000","https://openalex.org/W2141760007","https://openalex.org/W2159336657","https://openalex.org/W2159397589","https://openalex.org/W2171468534","https://openalex.org/W2293992322","https://openalex.org/W2487770199","https://openalex.org/W2588914603","https://openalex.org/W2884745705","https://openalex.org/W2911964244","https://openalex.org/W2916132663","https://openalex.org/W4255173720","https://openalex.org/W6629815555","https://openalex.org/W6636883489","https://openalex.org/W6675143072"],"related_works":["https://openalex.org/W2993047967","https://openalex.org/W1561190630","https://openalex.org/W560748565","https://openalex.org/W4245907817","https://openalex.org/W1972823466","https://openalex.org/W575062088","https://openalex.org/W2062925516","https://openalex.org/W2385176609","https://openalex.org/W1521553274","https://openalex.org/W2004361938"],"abstract_inverted_index":{"Nowadays":[0],"social":[1,20,62],"media":[2,21,63],"are":[3],"the":[4,38,46,50,88,94,102,109,113,124,131,135,138,144,149,153,156,164,167,173,196,204,209],"main":[5],"means":[6],"for":[7,25],"conducting":[8],"discussions":[9],"and":[10,37,66,152],"sharing":[11],"opinions.":[12],"The":[13,78],"huge":[14],"amount":[15],"of":[16,28,48,52,105,115,137,146,148,155,166,176,217,241],"information":[17],"generated":[18],"by":[19,55],"users":[22],"is":[23,80,120,200],"helpful":[24],"predicting":[26],"outcomes":[27],"real-world":[29],"events":[30],"in":[31,108,123,188,208],"different":[32],"fields,":[33],"including":[34],"business,":[35],"politics":[36],"entertainment":[39],"industry.":[40],"In":[41],"this":[42,224],"paper,":[43],"we":[44,126,170,193,227],"studied":[45],"possibility":[47],"forecasting":[49],"success":[51,114],"music":[53,83,106,117,205],"albums":[54,107],"analyzing":[56],"heterogeneous":[57],"data":[58],"sources":[59],"spanning":[60],"from":[61],"(Twitter,":[64],"Instagram":[65],"Facebook)":[67],"to":[68,81,93,141,202],"mainstream":[69],"American":[70],"newspapers":[71],"(e.g.,":[72],"New":[73],"York":[74],"Times,":[75],"Rolling":[76],"Stones).":[77],"idea":[79],"exploit":[82],"albums\u2019pre-release":[84],"hypeandpost-release":[85],"approvalto":[86],"predict":[87,112,203],"album\u2019s":[89,150],"rank":[90,122,207],"with":[91,213],"reference":[92],"well-known":[95],"Billboard":[96,210],"200":[97,211],"album":[98,206],"chart,":[99,125],"which":[100],"tabulates":[101],"weekly":[103],"popularity":[104],"USA.":[110],"To":[111,162],"a":[116,191,220],"album,":[118],"that":[119,195],"its":[121],"identified":[127],"metrics":[128,169],"based":[129,179],"on":[130,180],"messages\u2019":[132],"posting":[133],"trend,":[134],"variation":[136],"sentiment":[139],"associated":[140],"such":[142],"messages,":[143],"number":[145],"followers":[147],"author,":[151],"importance":[154],"people":[157],"who":[158],"talk":[159],"about":[160],"it.":[161],"evaluate":[163],"effectiveness":[165],"proposed":[168],"have":[171],"compared":[172],"prediction":[174],"performances":[175],"several":[177],"models":[178],"supervised":[181],"learning":[182],"approaches":[183],"among":[184],"those":[185],"most":[186],"used":[187],"literature.":[189],"As":[190,219],"result,":[192],"obtained":[194],"Random":[197],"Forest":[198],"approach":[199],"able":[201],"Chart":[212],"an":[214,230,236],"expected":[215],"accuracy":[216],"97%.":[218],"further":[221],"validation,":[222],"using":[223],"specific":[225],"model,":[226],"also":[228],"conducted":[229],"additional":[231],"real":[232],"usage":[233],"test":[234],"obtaining":[235],"almost":[237],"matching":[238],"result":[239],"(accuracy":[240],"94%).":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-02T14:50:37.381335","created_date":"2025-10-10T00:00:00"}