{"id":"https://openalex.org/W3154763256","doi":"https://doi.org/10.4018/ijeis.2021040103","title":"Exploring the Usefulness of User-Generated Content for Business Intelligence in Innovation","display_name":"Exploring the Usefulness of User-Generated Content for Business Intelligence in Innovation","publication_year":2021,"publication_date":"2021-04-01","ids":{"openalex":"https://openalex.org/W3154763256","doi":"https://doi.org/10.4018/ijeis.2021040103","mag":"3154763256"},"language":"en","primary_location":{"id":"doi:10.4018/ijeis.2021040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijeis.2021040103","pdf_url":null,"source":{"id":"https://openalex.org/S59995812","display_name":"International Journal of Enterprise Information Systems","issn_l":"1548-1115","issn":["1548-1115","1548-1123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Enterprise Information Systems","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/A5079293543","display_name":"Mohammad Daradkeh","orcid":"https://orcid.org/0000-0003-2693-7363"},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Mohammad Kamel Daradkeh","raw_affiliation_strings":["Yarmouk University, Irbid, Jordan"],"affiliations":[{"raw_affiliation_string":"Yarmouk University, Irbid, Jordan","institution_ids":["https://openalex.org/I85507684"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079293543"],"corresponding_institution_ids":["https://openalex.org/I85507684"],"apc_list":null,"apc_paid":null,"fwci":5.4446,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.95498419,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"17","issue":"2","first_page":"44","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9980999827384949,"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":0.9977999925613403,"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"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.6146957874298096},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5591057538986206},{"id":"https://openalex.org/keywords/information-quality","display_name":"Information quality","score":0.5483338832855225},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5223285555839539},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.47006258368492126},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.4534676969051361},{"id":"https://openalex.org/keywords/source-credibility","display_name":"Source credibility","score":0.42343825101852417},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.377537339925766},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35339289903640747},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33650052547454834},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.25671660900115967},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.24694368243217468},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09189245104789734}],"concepts":[{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.6146957874298096},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5591057538986206},{"id":"https://openalex.org/C45983554","wikidata":"https://www.wikidata.org/wiki/Q3412851","display_name":"Information quality","level":3,"score":0.5483338832855225},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5223285555839539},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.47006258368492126},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.4534676969051361},{"id":"https://openalex.org/C2776620684","wikidata":"https://www.wikidata.org/wiki/Q7565144","display_name":"Source credibility","level":3,"score":0.42343825101852417},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.377537339925766},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35339289903640747},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33650052547454834},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.25671660900115967},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.24694368243217468},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09189245104789734},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijeis.2021040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijeis.2021040103","pdf_url":null,"source":{"id":"https://openalex.org/S59995812","display_name":"International Journal of Enterprise Information Systems","issn_l":"1548-1115","issn":["1548-1115","1548-1123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Enterprise Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jeis00:v:17:y:2021:i:2:p:44-70","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJEIS.2021040103","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1505596080","https://openalex.org/W1567491469","https://openalex.org/W1787794352","https://openalex.org/W1791587663","https://openalex.org/W1998502859","https://openalex.org/W2010844754","https://openalex.org/W2018189020","https://openalex.org/W2037677289","https://openalex.org/W2058559948","https://openalex.org/W2088234011","https://openalex.org/W2128469360","https://openalex.org/W2157392583","https://openalex.org/W2167142086","https://openalex.org/W2169737976","https://openalex.org/W2171281282","https://openalex.org/W2174706414","https://openalex.org/W2181923957","https://openalex.org/W2244399914","https://openalex.org/W2251883511","https://openalex.org/W2252204492","https://openalex.org/W2402984592","https://openalex.org/W2411237636","https://openalex.org/W2516396761","https://openalex.org/W2517252232","https://openalex.org/W2539161094","https://openalex.org/W2542632482","https://openalex.org/W2562847150","https://openalex.org/W2598397280","https://openalex.org/W2606662442","https://openalex.org/W2754013857","https://openalex.org/W2792853380","https://openalex.org/W2799681405","https://openalex.org/W2836852120","https://openalex.org/W2887549083","https://openalex.org/W2898469578","https://openalex.org/W2905811773","https://openalex.org/W2910397568","https://openalex.org/W2924625424","https://openalex.org/W2925556517","https://openalex.org/W2946277010","https://openalex.org/W2949314605","https://openalex.org/W2950627087","https://openalex.org/W2962686197","https://openalex.org/W2969979969","https://openalex.org/W2970025445","https://openalex.org/W2971349321","https://openalex.org/W2988805565","https://openalex.org/W2992036841","https://openalex.org/W3001246103","https://openalex.org/W3011567244","https://openalex.org/W3013037254","https://openalex.org/W3016777248","https://openalex.org/W3020436075","https://openalex.org/W3021350292","https://openalex.org/W3022446239","https://openalex.org/W3040555916","https://openalex.org/W3040935479","https://openalex.org/W3042636857","https://openalex.org/W3088083595","https://openalex.org/W3089033858"],"related_works":["https://openalex.org/W2157392583","https://openalex.org/W1979763405","https://openalex.org/W2145328588","https://openalex.org/W1990967836","https://openalex.org/W2006620598","https://openalex.org/W4214867582","https://openalex.org/W2085477019","https://openalex.org/W4244044047","https://openalex.org/W2472322438","https://openalex.org/W2324663118"],"abstract_inverted_index":{"This":[0],"study":[1,136],"presents":[2],"a":[3,84,98,124,149],"systematic":[4],"approach":[5],"that":[6,78],"integrates":[7],"the":[8,18,32,64,88,102,113,128],"information":[9,41,49,52,79,95],"adoption":[10],"model":[11],"(IAM)":[12],"with":[13,36],"topic":[14],"modeling":[15],"to":[16,140],"analyze":[17],"digital":[19],"voice":[20],"of":[21,34,39,57,66,90,104,115,130,134,156,159],"users":[22],"in":[23,92,117,162],"online":[24],"open":[25],"innovation":[26],"communities":[27],"(OOICs)":[28],"and":[29,42,51,69,81,142,144],"empirically":[30],"examines":[31],"usefulness":[33,89,103,114,129,161],"UGC":[35,91,116,160],"large":[37],"amounts":[38],"redundant":[40],"varying":[43],"content":[44],"quality":[45,50],"across":[46],"two":[47],"dimensions:":[48],"source":[53,152],"credibility.":[54],"A":[55],"total":[56],"61,227":[58],"bug":[59],"comments":[60],"were":[61],"collected":[62],"from":[63],"OOIC":[65],"Huawei":[67],"EMUI":[68],"analyzed":[70],"using":[71],"binary":[72],"logistic":[73],"regression.":[74],"The":[75,132],"results":[76,133],"show":[77],"timeliness":[80],"completeness":[82],"have":[83,97],"positive":[85,125],"effect":[86,100,126],"on":[87,101,112,127],"OOICs;":[93],"conversely,":[94],"semantics":[96],"negative":[99],"UGC.":[105,131],"Prior":[106],"user":[107,121],"experience":[108],"has":[109,123],"no":[110],"influence":[111],"OOICs,":[118],"while":[119],"active":[120],"contribution":[122],"this":[135],"offer":[137],"several":[138],"implications":[139],"researchers":[141],"practitioners,":[143],"thus":[145],"could":[146],"serve":[147],"as":[148],"pivotal":[150],"reference":[151],"for":[153],"further":[154],"investigation":[155],"potential":[157],"determinants":[158],"OOICs.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
