{"id":"https://openalex.org/W7166355891","doi":"https://doi.org/10.1007/978-3-032-29760-0_38","title":"Confidence-Aware Automated Assessment of\u00a0Student-Drawn Scientific Models","display_name":"Confidence-Aware Automated Assessment of\u00a0Student-Drawn Scientific Models","publication_year":2026,"publication_date":"2026-06-27","ids":{"openalex":"https://openalex.org/W7166355891","doi":"https://doi.org/10.1007/978-3-032-29760-0_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29760-0_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29760-0_38","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/A5108970041","display_name":"Luyang Fang","orcid":"https://orcid.org/0009-0003-2465-6864"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]},{"id":"https://openalex.org/I4210089713","display_name":"Athens Orthopedic Clinic","ror":"https://ror.org/015dptv07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210089713"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luyang Fang","raw_affiliation_strings":["AI4STEM Education Center, Athens, GA, USA","Department of Statistics, University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0009-0003-2465-6864","affiliations":[{"raw_affiliation_string":"AI4STEM Education Center, Athens, GA, USA","institution_ids":["https://openalex.org/I4210089713"]},{"raw_affiliation_string":"Department of Statistics, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084071481","display_name":"Y ZHANG","orcid":null},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingchuan Zhang","raw_affiliation_strings":["Department of Statistics, University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4248-5128","affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721994","display_name":"Jongchan Park","orcid":"https://orcid.org/0000-0002-3257-125X"},"institutions":[{"id":"https://openalex.org/I4210089713","display_name":"Athens Orthopedic Clinic","ror":"https://ror.org/015dptv07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210089713"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jongchan Park","raw_affiliation_strings":["AI4STEM Education Center, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3257-125X","affiliations":[{"raw_affiliation_string":"AI4STEM Education Center, Athens, GA, USA","institution_ids":["https://openalex.org/I4210089713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123743733","display_name":"Zhaoji Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089713","display_name":"Athens Orthopedic Clinic","ror":"https://ror.org/015dptv07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210089713"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaoji Wang","raw_affiliation_strings":["AI4STEM Education Center, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0009-0007-2254-4438","affiliations":[{"raw_affiliation_string":"AI4STEM Education Center, Athens, GA, USA","institution_ids":["https://openalex.org/I4210089713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664656","display_name":"Ping Ma","orcid":"https://orcid.org/0000-0002-5728-3596"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ping Ma","raw_affiliation_strings":["Department of Statistics, University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5728-3596","affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013379229","display_name":"Xiaoming Zha\u0131","orcid":"https://orcid.org/0000-0003-4519-1931"},"institutions":[{"id":"https://openalex.org/I4210089713","display_name":"Athens Orthopedic Clinic","ror":"https://ror.org/015dptv07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210089713"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaoming Zhai","raw_affiliation_strings":["AI4STEM Education Center, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4519-1931","affiliations":[{"raw_affiliation_string":"AI4STEM Education Center, Athens, GA, USA","institution_ids":["https://openalex.org/I4210089713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013379229"],"corresponding_institution_ids":["https://openalex.org/I4210089713"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75204809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"342","last_page":"350"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.42669999599456787,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.42669999599456787,"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/T10072","display_name":"Science Education and Pedagogy","score":0.19419999420642853,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.10170000046491623,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6039999723434448},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.5633999705314636},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4316999912261963},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.3637000024318695},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.3472999930381775},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.33070001006126404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.847599983215332},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6039999723434448},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.5633999705314636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46959999203681946},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4316999912261963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41769999265670776},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3637000024318695},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.3472999930381775},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3409000039100647},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.33070001006126404},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2922999858856201},{"id":"https://openalex.org/C138379479","wikidata":"https://www.wikidata.org/wiki/Q1116876","display_name":"Scientific modelling","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2865999937057495},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.27489998936653137},{"id":"https://openalex.org/C188231857","wikidata":"https://www.wikidata.org/wiki/Q2585724","display_name":"Educational assessment","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C2984538763","wikidata":"https://www.wikidata.org/wiki/Q2260590","display_name":"Scoring system","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.260699987411499},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.25850000977516174}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29760-0_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29760-0_38","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":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5978706479072571}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1967555382","https://openalex.org/W2809128676","https://openalex.org/W2887976372","https://openalex.org/W2919670705","https://openalex.org/W4213019189","https://openalex.org/W4367049031","https://openalex.org/W4400207786","https://openalex.org/W4409059827","https://openalex.org/W4409121902","https://openalex.org/W4416330235","https://openalex.org/W7138843597"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-06-28T00:00:00"}
