{"id":"https://openalex.org/W4410846034","doi":"https://doi.org/10.1007/978-3-031-92970-0_16","title":"Using LLMs, Knowledge Space Representations and Worked Examples to Support Adaptive Cybertraining in Construction Education","display_name":"Using LLMs, Knowledge Space Representations and Worked Examples to Support Adaptive Cybertraining in Construction Education","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410846034","doi":"https://doi.org/10.1007/978-3-031-92970-0_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-92970-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92970-0_16","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":"book-chapter","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/A5086667759","display_name":"Shane T. Mueller","orcid":"https://orcid.org/0000-0001-7418-4592"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shane T. Mueller","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, 49931, USA"],"raw_orcid":"https://orcid.org/0000-0001-7418-4592","affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, 49931, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113221605","display_name":"Katrina Carlson","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katrina Carlson","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, 49931, USA"],"raw_orcid":"https://orcid.org/0009-0000-9690-1070","affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, 49931, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071697797","display_name":"Y. Q. Wang","orcid":"https://orcid.org/0000-0002-9558-586X"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yifan Wang","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, 49931, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, 49931, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031788526","display_name":"Xiaoyu Hou","orcid":"https://orcid.org/0000-0002-9162-1106"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoyu Hou","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, 49931, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, 49931, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093816777","display_name":"Zaid Alwashah","orcid":"https://orcid.org/0000-0002-5053-6968"},"institutions":[{"id":"https://openalex.org/I141649380","display_name":"Western Michigan University","ror":"https://ror.org/04j198w64","country_code":"US","type":"education","lineage":["https://openalex.org/I141649380"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zaid Alwashah","raw_affiliation_strings":["Western Michigan University, Kalamazoo, MI, 49008, USA"],"raw_orcid":"https://orcid.org/0000-0002-5053-6968","affiliations":[{"raw_affiliation_string":"Western Michigan University, Kalamazoo, MI, 49008, USA","institution_ids":["https://openalex.org/I141649380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031750156","display_name":"Hexu Liu","orcid":"https://orcid.org/0000-0002-5397-9369"},"institutions":[{"id":"https://openalex.org/I141649380","display_name":"Western Michigan University","ror":"https://ror.org/04j198w64","country_code":"US","type":"education","lineage":["https://openalex.org/I141649380"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hexu Liu","raw_affiliation_strings":["Western Michigan University, Kalamazoo, MI, 49008, USA"],"raw_orcid":"https://orcid.org/0000-0002-5397-9369","affiliations":[{"raw_affiliation_string":"Western Michigan University, Kalamazoo, MI, 49008, USA","institution_ids":["https://openalex.org/I141649380"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062706653","display_name":"Bo Xiao","orcid":"https://orcid.org/0000-0003-0798-8018"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Xiao","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, 49931, USA"],"raw_orcid":"https://orcid.org/0000-0003-0798-8018","affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, 49931, USA","institution_ids":["https://openalex.org/I11957088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5086667759"],"corresponding_institution_ids":["https://openalex.org/I11957088"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.5086,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92823045,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"222","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.992900013923645,"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":0.992900013923645,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9362000226974487,"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/T14394","display_name":"Cognitive Science and Education Research","score":0.920199990272522,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7463861703872681},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5525253415107727},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35993894934654236},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.34363895654678345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32326412200927734},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07923445105552673}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7463861703872681},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5525253415107727},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35993894934654236},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.34363895654678345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32326412200927734},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07923445105552673},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-92970-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92970-0_16","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"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p2-2854","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p2/1798","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1994927678","https://openalex.org/W2014510839","https://openalex.org/W2046675442","https://openalex.org/W2067115680","https://openalex.org/W2151132751","https://openalex.org/W2502069585","https://openalex.org/W2773055028","https://openalex.org/W2807113035","https://openalex.org/W2911311605","https://openalex.org/W3036272013","https://openalex.org/W3117552487","https://openalex.org/W4247424885","https://openalex.org/W4297985168"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}