{"id":"https://openalex.org/W2615279676","doi":"https://doi.org/10.1080/10580530.2017.1330000","title":"Leveraging Big Data for Sustaining Open Innovation: The Case of Social TV","display_name":"Leveraging Big Data for Sustaining Open Innovation: The Case of Social TV","publication_year":2017,"publication_date":"2017-05-16","ids":{"openalex":"https://openalex.org/W2615279676","doi":"https://doi.org/10.1080/10580530.2017.1330000","mag":"2615279676"},"language":"en","primary_location":{"id":"doi:10.1080/10580530.2017.1330000","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10580530.2017.1330000","pdf_url":null,"source":{"id":"https://openalex.org/S124504522","display_name":"Information Systems Management","issn_l":"1058-0530","issn":["1058-0530","1934-8703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Management","raw_type":"journal-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/A5103794672","display_name":"Angela Fortunato","orcid":null},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Angela Fortunato","raw_affiliation_strings":["Department of Mechanics, Mathematics and Management, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mechanics, Mathematics and Management, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042010777","display_name":"Michele Gorgoglione","orcid":null},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Gorgoglione","raw_affiliation_strings":["Department of Mechanics, Mathematics and Management, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mechanics, Mathematics and Management, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025430409","display_name":"Antonio Messeni Petruzzelli","orcid":"https://orcid.org/0000-0002-6852-5167"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Messeni Petruzzelli","raw_affiliation_strings":["Department of Mechanics, Mathematics and Management, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mechanics, Mathematics and Management, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064563863","display_name":"Umberto Panniello","orcid":"https://orcid.org/0000-0002-7902-5993"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Umberto Panniello","raw_affiliation_strings":["Department of Mechanics, Mathematics and Management, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mechanics, Mathematics and Management, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103794672"],"corresponding_institution_ids":["https://openalex.org/I68618741"],"apc_list":null,"apc_paid":null,"fwci":7.0121,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.96712577,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"34","issue":"3","first_page":"238","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9887999892234802,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9887999892234802,"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"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9621999859809875,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/big-data","display_name":"Big data","score":0.8079462051391602},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7119523882865906},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5754561424255371},{"id":"https://openalex.org/keywords/open-innovation","display_name":"Open innovation","score":0.5648841261863708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5594912171363831},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.5430485606193542},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.43686580657958984},{"id":"https://openalex.org/keywords/open-domain","display_name":"Open domain","score":0.4257274270057678},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.39916303753852844},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3895072937011719},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.3369361162185669},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3199300765991211},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11228916049003601},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.09872451424598694}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8079462051391602},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7119523882865906},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5754561424255371},{"id":"https://openalex.org/C148415826","wikidata":"https://www.wikidata.org/wiki/Q1469997","display_name":"Open innovation","level":2,"score":0.5648841261863708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5594912171363831},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.5430485606193542},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.43686580657958984},{"id":"https://openalex.org/C2993776861","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Open domain","level":3,"score":0.4257274270057678},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39916303753852844},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3895072937011719},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3369361162185669},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3199300765991211},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11228916049003601},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.09872451424598694},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10580530.2017.1330000","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10580530.2017.1330000","pdf_url":null,"source":{"id":"https://openalex.org/S124504522","display_name":"Information Systems Management","issn_l":"1058-0530","issn":["1058-0530","1934-8703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W777721","https://openalex.org/W7631652","https://openalex.org/W37897010","https://openalex.org/W261345213","https://openalex.org/W570246084","https://openalex.org/W615958108","https://openalex.org/W656712409","https://openalex.org/W1494137514","https://openalex.org/W1552480497","https://openalex.org/W1588771711","https://openalex.org/W1856071147","https://openalex.org/W1915474403","https://openalex.org/W1966462240","https://openalex.org/W1971440513","https://openalex.org/W1976019742","https://openalex.org/W1987897557","https://openalex.org/W1995222152","https://openalex.org/W1997726814","https://openalex.org/W2015170579","https://openalex.org/W2029707940","https://openalex.org/W2037505222","https://openalex.org/W2052953014","https://openalex.org/W2056043908","https://openalex.org/W2080670585","https://openalex.org/W2087712586","https://openalex.org/W2087936817","https://openalex.org/W2123362488","https://openalex.org/W2124991404","https://openalex.org/W2135322495","https://openalex.org/W2136288638","https://openalex.org/W2136381118","https://openalex.org/W2144795312","https://openalex.org/W2163728052","https://openalex.org/W2167709024","https://openalex.org/W2169837172","https://openalex.org/W2222566039","https://openalex.org/W2304125741","https://openalex.org/W2405871535","https://openalex.org/W2409338012","https://openalex.org/W2492100077","https://openalex.org/W2507227033","https://openalex.org/W2544530537","https://openalex.org/W2591606596","https://openalex.org/W2598200252","https://openalex.org/W4205716707","https://openalex.org/W4207014596","https://openalex.org/W4292811746","https://openalex.org/W4298140396"],"related_works":["https://openalex.org/W2791819852","https://openalex.org/W3106827270","https://openalex.org/W34330507","https://openalex.org/W1499104755","https://openalex.org/W2539940768","https://openalex.org/W2578140855","https://openalex.org/W4234387670","https://openalex.org/W3105313172","https://openalex.org/W2286186409","https://openalex.org/W2785586563"],"abstract_inverted_index":{"The":[0],"concepts":[1],"of":[2,19,51,91],"open":[3,23,39,52],"innovation":[4,24,40],"and":[5,68,84],"big":[6,20,29],"data":[7,21,30,53,58],"have":[8],"been":[9],"largely":[10],"explored,":[11],"but":[12],"little":[13],"research":[14],"focused":[15],"on":[16],"the":[17,49,64,76,82,89,92],"use":[18],"for":[22,38,87],"activities.":[25],"We":[26],"explore":[27],"how":[28],"obtained":[31],"by":[32],"social":[33,56,77],"media":[34,57,78],"can":[35],"be":[36],"useful":[37],"activities":[41],"in":[42],"Television":[43],"(TV)":[44],"domain.":[45],"Results":[46],"demonstrate":[47],"that":[48],"analysis":[50],"coming":[54],"from":[55],"allows":[59],"TV":[60,66,93],"managers":[61],"to":[62,74,81],"identify":[63],"specific":[65],"contents":[67],"Twitter":[69],"elements,":[70],"which":[71],"are":[72],"able":[73],"increase":[75],"traffic":[79],"related":[80],"show":[83],"gain":[85],"insights":[86],"innovating":[88],"design":[90],"show\u2019s":[94],"episodes":[95],"or":[96],"seasons.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}