{"id":"https://openalex.org/W7133217432","doi":"https://doi.org/10.1007/s10796-025-10676-1","title":"How to Come Up with AI Use Cases Ideas? \u2014An Ideation Technique Development Based on Analysis of Shadow IT Usage","display_name":"How to Come Up with AI Use Cases Ideas? \u2014An Ideation Technique Development Based on Analysis of Shadow IT Usage","publication_year":2026,"publication_date":"2026-03-02","ids":{"openalex":"https://openalex.org/W7133217432","doi":"https://doi.org/10.1007/s10796-025-10676-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-025-10676-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-025-10676-1","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","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/A5127790881","display_name":"Qingyu Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Qingyu Liang","raw_affiliation_strings":["Faculty of Business, City University of Macau, Avenida Padre Tom\u00e1s Pereira, Taipa, Macau, China"],"raw_orcid":"https://orcid.org/0000-0003-1482-4548","affiliations":[{"raw_affiliation_string":"Faculty of Business, City University of Macau, Avenida Padre Tom\u00e1s Pereira, Taipa, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127815997","display_name":"Kevin Crowston","orcid":null},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Crowston","raw_affiliation_strings":["School of Information Studies, Syracuse University, 343 Hinds Hall, Syracuse, NY, 13244, USA"],"raw_orcid":"https://orcid.org/0000-0003-1996-3600","affiliations":[{"raw_affiliation_string":"School of Information Studies, Syracuse University, 343 Hinds Hall, Syracuse, NY, 13244, USA","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"last","author":{"id":null,"display_name":"Juanqiong Gou","orcid":"https://orcid.org/0000-0003-4445-8462"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juanqiong Gou","raw_affiliation_strings":["School of Economics and Management, Beijing Jiaotong University, No. 3 Shangyuancun, Haidian District, Beijing, 100044, China"],"raw_orcid":"https://orcid.org/0000-0003-4445-8462","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing Jiaotong University, No. 3 Shangyuancun, Haidian District, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14824058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"3","first_page":"1087","last_page":"1107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11024","display_name":"Information Systems Theories and Implementation","score":0.10890000313520432,"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/T11024","display_name":"Information Systems Theories and Implementation","score":0.10890000313520432,"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/T12128","display_name":"AI in Service Interactions","score":0.08579999953508377,"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/T11675","display_name":"Open Source Software Innovations","score":0.08110000193119049,"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/shadow","display_name":"Shadow (psychology)","score":0.8270999789237976},{"id":"https://openalex.org/keywords/ideation","display_name":"Ideation","score":0.7615000009536743},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5669999718666077},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5587000250816345},{"id":"https://openalex.org/keywords/shadow-mask","display_name":"Shadow mask","score":0.36579999327659607},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.3483000099658966},{"id":"https://openalex.org/keywords/design-science","display_name":"Design science","score":0.3346000015735626}],"concepts":[{"id":"https://openalex.org/C117797892","wikidata":"https://www.wikidata.org/wiki/Q286363","display_name":"Shadow (psychology)","level":2,"score":0.8270999789237976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8100000023841858},{"id":"https://openalex.org/C170477896","wikidata":"https://www.wikidata.org/wiki/Q17039022","display_name":"Ideation","level":2,"score":0.7615000009536743},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5669999718666077},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5587000250816345},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4375},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4284999966621399},{"id":"https://openalex.org/C2776326872","wikidata":"https://www.wikidata.org/wiki/Q1192335","display_name":"Shadow mask","level":2,"score":0.36579999327659607},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35350000858306885},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3483000099658966},{"id":"https://openalex.org/C2780103759","wikidata":"https://www.wikidata.org/wiki/Q5264375","display_name":"Design science","level":2,"score":0.3346000015735626},{"id":"https://openalex.org/C2777655877","wikidata":"https://www.wikidata.org/wiki/Q3475740","display_name":"Design science research","level":3,"score":0.31060001254081726},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.2985000014305115},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.2937999963760376},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C2776774022","wikidata":"https://www.wikidata.org/wiki/Q5266783","display_name":"Development plan","level":2,"score":0.2581999897956848}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10796-025-10676-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-025-10676-1","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6418023705482483,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1138016993","display_name":null,"funder_award_id":"61972029","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W124349154","https://openalex.org/W1605799734","https://openalex.org/W1966119171","https://openalex.org/W1974237043","https://openalex.org/W1999724530","https://openalex.org/W2031909074","https://openalex.org/W2037505222","https://openalex.org/W2064253836","https://openalex.org/W2079484041","https://openalex.org/W2092088679","https://openalex.org/W2118752084","https://openalex.org/W2119313576","https://openalex.org/W2131895048","https://openalex.org/W2133885443","https://openalex.org/W2136922540","https://openalex.org/W2138656465","https://openalex.org/W2143221010","https://openalex.org/W2160631673","https://openalex.org/W2169571673","https://openalex.org/W2253551909","https://openalex.org/W2480761004","https://openalex.org/W2548831916","https://openalex.org/W2559010931","https://openalex.org/W2586679283","https://openalex.org/W2781723812","https://openalex.org/W2933853057","https://openalex.org/W2934302500","https://openalex.org/W2969625533","https://openalex.org/W2969644206","https://openalex.org/W2978143577","https://openalex.org/W2996236823","https://openalex.org/W3010117219","https://openalex.org/W3013065900","https://openalex.org/W3013160799","https://openalex.org/W3081474205","https://openalex.org/W3088155791","https://openalex.org/W3127404604","https://openalex.org/W3175365914","https://openalex.org/W4206161753","https://openalex.org/W4299356718","https://openalex.org/W4366550162","https://openalex.org/W4376873634","https://openalex.org/W4391903952","https://openalex.org/W4399273485","https://openalex.org/W4413427444","https://openalex.org/W4414325442"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-03-03T00:00:00"}