{"id":"https://openalex.org/W3000143928","doi":"https://doi.org/10.1109/access.2020.2965181","title":"Startup Initiative Response Analysis (SIRA) Framework for Analyzing Startup Initiatives on Twitter","display_name":"Startup Initiative Response Analysis (SIRA) Framework for Analyzing Startup Initiatives on Twitter","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3000143928","doi":"https://doi.org/10.1109/access.2020.2965181","mag":"3000143928"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2965181","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2965181","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08954650.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/ielx7/6287639/8948470/08954650.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088918932","display_name":"Bashayer Alotaibi","orcid":"https://orcid.org/0000-0001-6876-4515"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Bashayer Alotaibi","raw_affiliation_strings":["Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6876-4515","affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037402563","display_name":"Rabeeh Ayaz Abbasi","orcid":"https://orcid.org/0000-0002-3787-7039"},"institutions":[{"id":"https://openalex.org/I12469534","display_name":"Quaid-i-Azam University","ror":"https://ror.org/04s9hft57","country_code":"PK","type":"education","lineage":["https://openalex.org/I12469534"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rabeeh Ayaz Abbasi","raw_affiliation_strings":["Department of Computer Science, Quaid-i-Azam University, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-3787-7039","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Quaid-i-Azam University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I12469534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039165527","display_name":"Muhammad Ahtisham Aslam","orcid":"https://orcid.org/0000-0001-7080-0327"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Ahtisham Aslam","raw_affiliation_strings":["Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-7080-0327","affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074535293","display_name":"Kawther Saeedi","orcid":"https://orcid.org/0000-0002-5295-4485"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Kawther Saeedi","raw_affiliation_strings":["Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-5295-4485","affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008748319","display_name":"Dimah Alahmadi","orcid":"https://orcid.org/0000-0001-5576-8832"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Dimah Alahmadi","raw_affiliation_strings":["Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-5576-8832","affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"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":2.302,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.9046999,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"10718","last_page":"10730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9991999864578247,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9958000183105469,"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/T14064","display_name":"Organizational and Employee Performance","score":0.9843000173568726,"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/social-media-analytics","display_name":"Social media analytics","score":0.7152847647666931},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7028480172157288},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6490389704704285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5696658492088318},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5620131492614746},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.5346111059188843},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.48379677534103394},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.46457135677337646},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4539257884025574},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3656856417655945},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3259772062301636},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3208649456501007},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15985047817230225}],"concepts":[{"id":"https://openalex.org/C2778729106","wikidata":"https://www.wikidata.org/wiki/Q1140126","display_name":"Social media analytics","level":3,"score":0.7152847647666931},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7028480172157288},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6490389704704285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5696658492088318},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5620131492614746},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.5346111059188843},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.48379677534103394},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.46457135677337646},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4539257884025574},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3656856417655945},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3259772062301636},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3208649456501007},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15985047817230225},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2965181","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2965181","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08954650.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:5ffa8941f0c44f2a8ce5537ddb26e9bb","is_oa":true,"landing_page_url":"https://doaj.org/article/5ffa8941f0c44f2a8ce5537ddb26e9bb","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 8, Pp 10718-10730 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2965181","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2965181","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08954650.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":[{"score":0.5299999713897705,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3000143928.pdf","grobid_xml":"https://content.openalex.org/works/W3000143928.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W185783288","https://openalex.org/W264248106","https://openalex.org/W1539987097","https://openalex.org/W1899967664","https://openalex.org/W1965398296","https://openalex.org/W1977561632","https://openalex.org/W2000588299","https://openalex.org/W2012971775","https://openalex.org/W2017715381","https://openalex.org/W2019759670","https://openalex.org/W2088394786","https://openalex.org/W2127613773","https://openalex.org/W2130057003","https://openalex.org/W2149731496","https://openalex.org/W2322327122","https://openalex.org/W2372325332","https://openalex.org/W2406386374","https://openalex.org/W2532068345","https://openalex.org/W2546951970","https://openalex.org/W2581060695","https://openalex.org/W2582611359","https://openalex.org/W2584475539","https://openalex.org/W2585499563","https://openalex.org/W2755209284","https://openalex.org/W2782966730","https://openalex.org/W2784855557","https://openalex.org/W2806631561","https://openalex.org/W2897756463","https://openalex.org/W2899115790","https://openalex.org/W2899512588","https://openalex.org/W2904475709","https://openalex.org/W2943951961","https://openalex.org/W3201426476","https://openalex.org/W4255173720","https://openalex.org/W6607530753","https://openalex.org/W6639742564","https://openalex.org/W6756962475"],"related_works":["https://openalex.org/W1440043730","https://openalex.org/W2752017774","https://openalex.org/W2252197266","https://openalex.org/W2309196980","https://openalex.org/W4232432449","https://openalex.org/W3095817971","https://openalex.org/W4386456676","https://openalex.org/W4200138770","https://openalex.org/W3010943912","https://openalex.org/W2948425927"],"abstract_inverted_index":{"Social":[0],"Media":[1],"(SM)":[2],"platforms,":[3],"particularly":[4],"Twitter,":[5],"have":[6],"become":[7],"useful":[8],"tools":[9],"for":[10,75,119,157,169],"startup":[11],"companies":[12],"(henceforth":[13],"startups)":[14],"which":[15,59],"use":[16,61],"the":[17,35,47,67,80,99,120,123,130,158,163,166,172,176,181,185],"latter":[18],"to":[19,33,65,97,149,155],"support":[20],"most":[21],"of":[22,37,49,62,70,101,122,132,143,165],"their":[23],"business":[24,39,68],"activities.":[25],"As":[26],"a":[27,31,140],"result,":[28],"there":[29],"is":[30,72],"need":[32],"gauge":[34],"performance":[36,100],"specific":[38],"initiatives":[40,51,102],"vis-\u00e0-vis":[41],"public":[42,177],"sentiment,":[43],"or":[44],"more":[45],"specifically":[46],"spread":[48,174],"such":[50],"based":[52,179],"on":[53,180,184],"Twitter":[54,63,76,186],"user-generated":[55,182],"content.":[56],"Previous":[57],"research":[58,125],"makes":[60],"analysis":[64,113,142],"analyze":[66],"activities":[69],"startups":[71,105],"minimal,":[73],"especially":[74],"user":[77],"content":[78,183],"in":[79],"Arabic":[81],"language.":[82],"Consequently,":[83],"this":[84,127],"paper":[85,128],"proposes":[86],"an":[87,133,144],"analytics-based":[88],"framework":[89,168],"called":[90],"Startup":[91],"Initiatives":[92],"Response":[93],"Analysis":[94],"(SIRA)":[95],"designed":[96],"assess":[98],"launched":[103],"by":[104,147,152],"via":[106],"text":[107],"classification,":[108],"sentiment":[109],"analysis,":[110],"and":[111,175],"statistical":[112],"techniques.":[114],"To":[115],"provide":[116],"empirical":[117],"evidence":[118],"viability":[121],"proposed":[124,167],"framework,":[126],"examined":[129],"case":[131],"Arab":[134],"transportation":[135],"network":[136],"startup,":[137],"carrying":[138],"out":[139],"SIRA":[141],"initiative":[145,173],"undertaken":[146],"Careem":[148],"empower":[150],"women":[151],"encouraging":[153],"them":[154],"work":[156],"company.":[159],"The":[160],"results":[161],"confirm":[162],"effectiveness":[164],"statistically":[170],"measuring":[171],"feedback":[178],"social":[187],"platform.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}