{"id":"https://openalex.org/W4392982437","doi":"https://doi.org/10.1109/icaiic60209.2024.10463245","title":"Generative Artificial Intelligence for Industry: Opportunities, Challenges, and Impact","display_name":"Generative Artificial Intelligence for Industry: Opportunities, Challenges, and Impact","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392982437","doi":"https://doi.org/10.1109/icaiic60209.2024.10463245"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic60209.2024.10463245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-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/A5015353471","display_name":"Barun Kumar Saha","orcid":"https://orcid.org/0000-0003-3084-2148"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Barun Kumar Saha","raw_affiliation_strings":["Grid Automation R&#x0026;D, Hitachi Energy,Bangalore,India,560048"],"affiliations":[{"raw_affiliation_string":"Grid Automation R&#x0026;D, Hitachi Energy,Bangalore,India,560048","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015353471"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4474,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.94616345,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"081","last_page":"086"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.6862999796867371,"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":0.6862999796867371,"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/T10763","display_name":"Digital Transformation in Industry","score":0.6323000192642212,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6475329399108887},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5982317328453064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48795074224472046},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32908910512924194}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6475329399108887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982317328453064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48795074224472046},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32908910512924194}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic60209.2024.10463245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W4212774754","https://openalex.org/W4293690911","https://openalex.org/W4323652488","https://openalex.org/W4360604828","https://openalex.org/W4360605176","https://openalex.org/W4372055459","https://openalex.org/W4384026520","https://openalex.org/W4384918448","https://openalex.org/W4385730909","https://openalex.org/W4387583613","https://openalex.org/W6777615688","https://openalex.org/W6798182279","https://openalex.org/W6810738896","https://openalex.org/W6852800892"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829"],"abstract_inverted_index":{"The":[0],"recent":[1],"advances":[2],"in":[3,42,115],"Generative":[4],"Artificial":[5],"In-telligence":[6],"(GenAI)":[7],"and":[8,26,39],"Large":[9],"Language":[10],"Models":[11],"(LLMs)":[12],"have":[13],"generated":[14,106],"significant":[15],"interest":[16],"across":[17,56],"the":[18,65,70,97,100,111,116],"world.":[19],"For":[20],"a":[21,47,78,86,123,145],"successful":[22],"adoption":[23],"of":[24,51,67,81,99,102,104,113,126,137],"GenAI":[25,68],"LLMs":[27],"by":[28,85,95,107],"industry,":[29],"it":[30],"is":[31,148],"critical":[32],"to":[33,62,89,110,133,150],"identify":[34],"their":[35],"potential":[36],"benefits,":[37],"impact,":[38],"challenges.":[40],"Accordingly,":[41],"this":[43],"work,":[44],"we":[45,75],"investigate":[46],"few":[48],"use":[49,73],"cases":[50],"LLMs,":[52],"which":[53,142],"are":[54],"relevant":[55],"most":[57],"industry":[58],"segments.":[59],"In":[60],"order":[61],"empirically":[63],"evaluate":[64],"impact":[66],"on":[69,140],"code":[71,105,129],"generation":[72,130],"case,":[74],"build":[76],"CodePrompt,":[77],"handcrafted":[79],"dataset":[80],"sequential":[82,124],"prompts":[83,127],"used":[84],"human":[87],"user":[88],"generate":[90],"code.":[91],"We":[92],"approximate":[93],"efficiency":[94,135],"considering":[96],"ratio":[98],"number":[101,112],"tokens":[103,114],"an":[108,134],"LLM":[109],"user's":[117,146],"prompt.":[118],"Experimental":[119],"results":[120],"reveal":[121],"that":[122,144],"trial":[125],"for":[128],"may":[131],"lead":[132],"factor":[136],"about":[138,151],"6.33,":[139],"average,":[141],"means":[143],"effort":[147],"reduced":[149],"one-sixth.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
