{"id":"https://openalex.org/W4402327341","doi":"https://doi.org/10.1007/978-3-031-71637-9_24","title":"Leveraging LLMs for\u00a0Information Extraction in\u00a0Manufacturing","display_name":"Leveraging LLMs for\u00a0Information Extraction in\u00a0Manufacturing","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402327341","doi":"https://doi.org/10.1007/978-3-031-71637-9_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-71637-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-71637-9_24","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-05233771","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033241575","display_name":"Marvin Matthes","orcid":"https://orcid.org/0009-0004-8727-4756"},"institutions":[{"id":"https://openalex.org/I4210165059","display_name":"Hochschule f\u00fcr Technik und Wirtschaft Dresden \u2013 University of Applied Sciences","ror":"https://ror.org/05q5pk319","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210165059"]},{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marvin Matthes","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft Dresden, Friedrich-List-Platz 1, 01069, Dresden, Germany","HTW Dresden - Hochschule f\u00fcr Technik und Wirtschaft [Dresden] = HTWD University of Applied Sciences (Friedrich-List-Platz 1 01069 Dresden Germany - Germany)"],"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft Dresden, Friedrich-List-Platz 1, 01069, Dresden, Germany","institution_ids":["https://openalex.org/I122228004","https://openalex.org/I4210165059"]},{"raw_affiliation_string":"HTW Dresden - Hochschule f\u00fcr Technik und Wirtschaft [Dresden] = HTWD University of Applied Sciences (Friedrich-List-Platz 1 01069 Dresden Germany - Germany)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107056145","display_name":"Oliver Guhr","orcid":null},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]},{"id":"https://openalex.org/I4210165059","display_name":"Hochschule f\u00fcr Technik und Wirtschaft Dresden \u2013 University of Applied Sciences","ror":"https://ror.org/05q5pk319","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210165059"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Guhr","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft Dresden, Friedrich-List-Platz 1, 01069, Dresden, Germany","HTW Dresden - Hochschule f\u00fcr Technik und Wirtschaft [Dresden] = HTWD University of Applied Sciences (Friedrich-List-Platz 1 01069 Dresden Germany - Germany)"],"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft Dresden, Friedrich-List-Platz 1, 01069, Dresden, Germany","institution_ids":["https://openalex.org/I122228004","https://openalex.org/I4210165059"]},{"raw_affiliation_string":"HTW Dresden - Hochschule f\u00fcr Technik und Wirtschaft [Dresden] = HTWD University of Applied Sciences (Friedrich-List-Platz 1 01069 Dresden Germany - Germany)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070325326","display_name":"Martin Krockert","orcid":null},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]},{"id":"https://openalex.org/I4210165059","display_name":"Hochschule f\u00fcr Technik und Wirtschaft Dresden \u2013 University of Applied Sciences","ror":"https://ror.org/05q5pk319","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210165059"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Krockert","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft Dresden, Friedrich-List-Platz 1, 01069, Dresden, Germany","HTW Dresden - Hochschule f\u00fcr Technik und Wirtschaft [Dresden] = HTWD University of Applied Sciences (Friedrich-List-Platz 1 01069 Dresden Germany - Germany)"],"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft Dresden, Friedrich-List-Platz 1, 01069, Dresden, Germany","institution_ids":["https://openalex.org/I122228004","https://openalex.org/I4210165059"]},{"raw_affiliation_string":"HTW Dresden - Hochschule f\u00fcr Technik und Wirtschaft [Dresden] = HTWD University of Applied Sciences (Friedrich-List-Platz 1 01069 Dresden Germany - Germany)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012610246","display_name":"Torsten Munkelt","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165059","display_name":"Hochschule f\u00fcr Technik und Wirtschaft Dresden \u2013 University of Applied Sciences","ror":"https://ror.org/05q5pk319","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210165059"]},{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Torsten Munkelt","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft Dresden, Friedrich-List-Platz 1, 01069, Dresden, Germany","HTW Dresden - Hochschule f\u00fcr Technik und Wirtschaft [Dresden] = HTWD University of Applied Sciences (Friedrich-List-Platz 1 01069 Dresden Germany - Germany)"],"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft Dresden, Friedrich-List-Platz 1, 01069, Dresden, Germany","institution_ids":["https://openalex.org/I122228004","https://openalex.org/I4210165059"]},{"raw_affiliation_string":"HTW Dresden - Hochschule f\u00fcr Technik und Wirtschaft [Dresden] = HTWD University of Applied Sciences (Friedrich-List-Platz 1 01069 Dresden Germany - Germany)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033241575"],"corresponding_institution_ids":["https://openalex.org/I122228004","https://openalex.org/I4210165059"],"apc_list":null,"apc_paid":null,"fwci":2.406,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89739602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"355","last_page":"366"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9965000152587891,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9965000152587891,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9850000143051147,"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/T11719","display_name":"Data Quality and Management","score":0.9588000178337097,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.5048802495002747},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3607311546802521},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08605965971946716},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.054542750120162964}],"concepts":[{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.5048802495002747},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3607311546802521},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08605965971946716},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.054542750120162964}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-71637-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-71637-9_24","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05233771v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-05233771","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"43th IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2024, Chemnitz, Germany. pp.355-366, ⟨10.1007/978-3-031-71637-9_24⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05233771v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-05233771","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"43th IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2024, Chemnitz, Germany. pp.355-366, ⟨10.1007/978-3-031-71637-9_24⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2995151999","https://openalex.org/W3186962112","https://openalex.org/W3213649496","https://openalex.org/W3215419106","https://openalex.org/W4298082496","https://openalex.org/W4383616803","https://openalex.org/W4392240262"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2377297411","https://openalex.org/W3148217948","https://openalex.org/W2375788636","https://openalex.org/W2358561207","https://openalex.org/W2388704129","https://openalex.org/W2392827053","https://openalex.org/W2975617233","https://openalex.org/W2377877252","https://openalex.org/W2362914816"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}