{"id":"https://openalex.org/W4398217611","doi":"https://doi.org/10.1007/978-3-031-60615-1_12","title":"The Heuristic Design Innovation Approach for\u00a0Data-Integrated Large Language Model","display_name":"The Heuristic Design Innovation Approach for\u00a0Data-Integrated Large Language Model","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4398217611","doi":"https://doi.org/10.1007/978-3-031-60615-1_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-60615-1_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-60615-1_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5101121205","display_name":"Longfei Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I231293419","display_name":"China Academy of Art","ror":"https://ror.org/01r61sr78","country_code":"CN","type":"education","lineage":["https://openalex.org/I231293419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longfei Zhou","raw_affiliation_strings":["China Academy of Art, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Art, Hangzhou, China","institution_ids":["https://openalex.org/I231293419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032437526","display_name":"Lingyan Zhang","orcid":"https://orcid.org/0000-0001-7968-190X"},"institutions":[{"id":"https://openalex.org/I231293419","display_name":"China Academy of Art","ror":"https://ror.org/01r61sr78","country_code":"CN","type":"education","lineage":["https://openalex.org/I231293419"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingyan Zhang","raw_affiliation_strings":["China Academy of Art, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Art, Hangzhou, China","institution_ids":["https://openalex.org/I231293419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088095069","display_name":"Xinda Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I231293419","display_name":"China Academy of Art","ror":"https://ror.org/01r61sr78","country_code":"CN","type":"education","lineage":["https://openalex.org/I231293419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinda Chen","raw_affiliation_strings":["China Academy of Art, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Art, Hangzhou, China","institution_ids":["https://openalex.org/I231293419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026429562","display_name":"Yuxin Ding","orcid":"https://orcid.org/0000-0001-9616-4461"},"institutions":[{"id":"https://openalex.org/I231293419","display_name":"China Academy of Art","ror":"https://ror.org/01r61sr78","country_code":"CN","type":"education","lineage":["https://openalex.org/I231293419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Ding","raw_affiliation_strings":["China Academy of Art, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Art, Hangzhou, China","institution_ids":["https://openalex.org/I231293419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101847103","display_name":"Yun Wang","orcid":"https://orcid.org/0000-0002-2858-6475"},"institutions":[{"id":"https://openalex.org/I231293419","display_name":"China Academy of Art","ror":"https://ror.org/01r61sr78","country_code":"CN","type":"education","lineage":["https://openalex.org/I231293419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Wang","raw_affiliation_strings":["China Academy of Art, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Art, Hangzhou, China","institution_ids":["https://openalex.org/I231293419"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032437526"],"corresponding_institution_ids":["https://openalex.org/I231293419"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"170","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11006","display_name":"BIM and Construction Integration","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10672","display_name":"Design Education and Practice","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9369000196456909,"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":0.7633795738220215},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6542623043060303},{"id":"https://openalex.org/keywords/design-language","display_name":"Design language","score":0.5535248517990112},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.540904700756073},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5332973003387451},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4632948637008667},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45042455196380615},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42938193678855896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4005565643310547},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3225785195827484},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22552156448364258},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12421715259552002},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09283092617988586}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7633795738220215},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6542623043060303},{"id":"https://openalex.org/C49777639","wikidata":"https://www.wikidata.org/wiki/Q5264354","display_name":"Design language","level":2,"score":0.5535248517990112},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.540904700756073},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5332973003387451},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4632948637008667},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45042455196380615},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42938193678855896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4005565643310547},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3225785195827484},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22552156448364258},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12421715259552002},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09283092617988586},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-60615-1_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-60615-1_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2116148009","https://openalex.org/W2132004346","https://openalex.org/W2173098628","https://openalex.org/W3160618054","https://openalex.org/W3194149012","https://openalex.org/W4224981610","https://openalex.org/W4306867189","https://openalex.org/W4322831995","https://openalex.org/W4366547645","https://openalex.org/W4367047397","https://openalex.org/W4381185498","https://openalex.org/W4381734249","https://openalex.org/W4381736700","https://openalex.org/W4385572754","https://openalex.org/W4387507766","https://openalex.org/W4399364752","https://openalex.org/W6600214982","https://openalex.org/W6861295083"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2086328289"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}