{"id":"https://openalex.org/W4408695062","doi":"https://doi.org/10.1115/1.4068275","title":"Human\u2013Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Literature Using Large Language Models","display_name":"Human\u2013Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Literature Using Large Language Models","publication_year":2025,"publication_date":"2025-03-21","ids":{"openalex":"https://openalex.org/W4408695062","doi":"https://doi.org/10.1115/1.4068275"},"language":"en","primary_location":{"id":"doi:10.1115/1.4068275","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4068275","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","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/A5057931796","display_name":"Mutahar Safdar","orcid":"https://orcid.org/0000-0003-0961-3404"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mutahar Safdar","raw_affiliation_strings":["McGill University Department of Mechanical Engineering, , , \u00a0 ,","MD#53, Macdonald Engineering Building 817 Sherbrooke St W, Montreal, Quebec Montr\u00e9al, QC H3A 0C3 Canada"],"affiliations":[{"raw_affiliation_string":"McGill University Department of Mechanical Engineering, , , \u00a0 ,","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"MD#53, Macdonald Engineering Building 817 Sherbrooke St W, Montreal, Quebec Montr\u00e9al, QC H3A 0C3 Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048145318","display_name":"Jiarui Xie","orcid":"https://orcid.org/0000-0003-0701-8337"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jiarui Xie","raw_affiliation_strings":["McGill University Department of Mechanical Engineering, , , \u00a0 ,","Department of Mechanical Engineering Montreal, QC H3A 0C3 Canada"],"affiliations":[{"raw_affiliation_string":"McGill University Department of Mechanical Engineering, , , \u00a0 ,","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"Department of Mechanical Engineering Montreal, QC H3A 0C3 Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091364610","display_name":"A. Mirc\u00e9a","orcid":"https://orcid.org/0000-0003-0881-428X"},"institutions":[{"id":"https://openalex.org/I4210155582","display_name":"Centre Universitaire de Mila","ror":"https://ror.org/05s3cw058","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210155582"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Andrei Mircea","raw_affiliation_strings":["University of Montreal & Mila Department of Computer Science and Operations Research, , , \u00a0 ,","Department of Computer Science and Operations Research Montreal, QC H3C 3J7 Canada"],"affiliations":[{"raw_affiliation_string":"University of Montreal & Mila Department of Computer Science and Operations Research, , , \u00a0 ,","institution_ids":["https://openalex.org/I4210155582"]},{"raw_affiliation_string":"Department of Computer Science and Operations Research Montreal, QC H3C 3J7 Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070626046","display_name":"Yaoyao Fiona Zhao","orcid":"https://orcid.org/0000-0003-4927-0514"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yaoyao Fiona Zhao","raw_affiliation_strings":["McGill University Department of Mechanical Engineering, , , \u00a0 ,","817 Sherbrooke Street West Macdonald Engineering Building, Room 148 Montreal, QC H3A 0C3 Canada"],"affiliations":[{"raw_affiliation_string":"McGill University Department of Mechanical Engineering, , , \u00a0 ,","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"817 Sherbrooke Street West Macdonald Engineering Building, Room 148 Montreal, QC H3A 0C3 Canada","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057931796"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":3.7713,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92352119,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"25","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9926000237464905,"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"}},"topics":[{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9926000237464905,"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"}},{"id":"https://openalex.org/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9478999972343445,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9165999889373779,"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/computer-science","display_name":"Computer science","score":0.5661668181419373},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5488675832748413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.493042916059494},{"id":"https://openalex.org/keywords/data-extraction","display_name":"Data extraction","score":0.47537365555763245},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.41926267743110657},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.39818429946899414},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3342704176902771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5661668181419373},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5488675832748413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.493042916059494},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.47537365555763245},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.41926267743110657},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39818429946899414},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3342704176902771},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.4068275","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4068275","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1894727079","display_name":null,"funder_award_id":"Grant# NRC INT-015-1","funder_id":"https://openalex.org/F4320334601","funder_display_name":"National Research Council Canada"},{"id":"https://openalex.org/G7051486347","display_name":null,"funder_award_id":"Grant# IT13369","funder_id":"https://openalex.org/F4320322675","funder_display_name":"Mitacs"},{"id":"https://openalex.org/G760836536","display_name":null,"funder_award_id":"Grant# 00157","funder_id":"https://openalex.org/F4320310638","funder_display_name":"McGill University"}],"funders":[{"id":"https://openalex.org/F4320310638","display_name":"McGill University","ror":"https://ror.org/01pxwe438"},{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"},{"id":"https://openalex.org/F4320334601","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2010256457","https://openalex.org/W2060948047","https://openalex.org/W2341078838","https://openalex.org/W2479527281","https://openalex.org/W2580641839","https://openalex.org/W2791597509","https://openalex.org/W2795340890","https://openalex.org/W2884601396","https://openalex.org/W2970771982","https://openalex.org/W3043532440","https://openalex.org/W3094019383","https://openalex.org/W3128048742","https://openalex.org/W3202771869","https://openalex.org/W4213262259","https://openalex.org/W4281479374","https://openalex.org/W4283770858","https://openalex.org/W4284880677","https://openalex.org/W4297200153","https://openalex.org/W4309152936","https://openalex.org/W4379010247","https://openalex.org/W4379031595","https://openalex.org/W4392913961","https://openalex.org/W6739901393","https://openalex.org/W6762559721","https://openalex.org/W6767515845","https://openalex.org/W6775750170","https://openalex.org/W6777615688","https://openalex.org/W6788472342","https://openalex.org/W6796534841","https://openalex.org/W6799018621","https://openalex.org/W6839203696","https://openalex.org/W6842916828","https://openalex.org/W6847529687","https://openalex.org/W6848212732","https://openalex.org/W6850671237","https://openalex.org/W6856257671","https://openalex.org/W6861675227","https://openalex.org/W6870827792"],"related_works":["https://openalex.org/W2377297411","https://openalex.org/W3148217948","https://openalex.org/W2375788636","https://openalex.org/W2358561207","https://openalex.org/W2975617233","https://openalex.org/W2388704129","https://openalex.org/W2392827053","https://openalex.org/W3188962172","https://openalex.org/W3204019825","https://openalex.org/W2368651715"],"abstract_inverted_index":{"Abstract":[0],"Data-driven":[1],"research":[2],"in":[3,11,27,195],"additive":[4],"manufacturing":[5,193],"(AM)":[6],"has":[7,15,99],"gained":[8],"significant":[9],"success":[10,81],"recent":[12,80],"years.":[13],"This":[14],"led":[16],"to":[17,23,44,61,68,77,120,145,149,166,185],"a":[18,110,140],"plethora":[19],"of":[20,31,82,103,162,170],"scientific":[21,46,105,123],"literature":[22,194],"emerge.":[24],"The":[25,79],"knowledge":[26],"these":[28,49,63],"works":[29],"consists":[30],"AM":[32,51,69,116,127,155,175],"and":[33,42,70,117,139,154,192],"artificial":[34],"intelligence":[35],"(AI)":[36],"contexts.":[37],"It":[38],"requires":[39,74],"substantial":[40],"effort":[41,76],"time":[43],"extract":[45,122,146,186],"information":[47,66,106,124,147,172,187],"from":[48,125,173,188],"works.":[50,64],"domain":[52],"experts":[53,119],"have":[54],"contributed":[55],"over":[56],"two":[57],"dozen":[58],"review":[59],"articles":[60],"summarize":[62],"However,":[65],"specific":[67],"AI":[71,118],"contexts":[72],"still":[73],"manual":[75],"extract.":[78],"foundation":[83],"models":[84,165],"such":[85],"as":[86],"bidirectional":[87],"encoder":[88],"representations":[89],"for":[90],"transformers":[91,95],"or":[92],"generative":[93],"pre-trained":[94],"on":[96,135],"text":[97],"sequences":[98],"opened":[100],"the":[101,136,150,160,168,178,180,189,196],"possibility":[102],"expediting":[104],"extraction.":[107],"We":[108,158],"propose":[109],"framework":[111,138,181],"that":[112],"enables":[113],"collaboration":[114],"between":[115],"continuously":[121],"data-driven":[126,174],"literature.":[128,176],"A":[129],"demonstration":[130],"tool":[131],"is":[132,143],"implemented":[133],"based":[134],"proposed":[137],"case":[141],"study":[142],"conducted":[144],"relevant":[148,171],"datasets,":[151],"modeling,":[152],"sensing,":[153],"system":[156],"categories.":[157],"show":[159],"ability":[161],"large":[163],"language":[164],"expedite":[167],"extraction":[169],"In":[177],"future,":[179],"can":[182],"be":[183],"used":[184],"broader":[190],"design":[191],"engineering":[197],"discipline.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}