{"id":"https://openalex.org/W7169518655","doi":"https://doi.org/10.1007/978-3-032-32112-1_16","title":"Generative AI Guidance Based on Computational Thinking: The Impacts on Problem-Solving Skills and Reflective Thinking","display_name":"Generative AI Guidance Based on Computational Thinking: The Impacts on Problem-Solving Skills and Reflective Thinking","publication_year":2026,"publication_date":"2026-07-17","ids":{"openalex":"https://openalex.org/W7169518655","doi":"https://doi.org/10.1007/978-3-032-32112-1_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-32112-1_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-32112-1_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":"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/A5042603633","display_name":"Yu\u2010Ping Cheng","orcid":"https://orcid.org/0000-0001-8778-9777"},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yu-Ping Cheng","raw_affiliation_strings":["Department of Information Management, National Chi Nan University, Nantou County, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-8778-9777","affiliations":[{"raw_affiliation_string":"Department of Information Management, National Chi Nan University, Nantou County, Taiwan","institution_ids":["https://openalex.org/I193365169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141087295","display_name":"You-Jhen Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"You-Jhen Guo","raw_affiliation_strings":["Department of Information Management, National Chi Nan University, Nantou County, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Chi Nan University, Nantou County, Taiwan","institution_ids":["https://openalex.org/I193365169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047947190","display_name":"P Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pei-Hsuan Lee","raw_affiliation_strings":["Department of Information Management, National Chi Nan University, Nantou County, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Chi Nan University, Nantou County, Taiwan","institution_ids":["https://openalex.org/I193365169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033976474","display_name":"Andreja Isteni\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I118905719","display_name":"University of Primorska","ror":"https://ror.org/05xefg082","country_code":"SI","type":"education","lineage":["https://openalex.org/I118905719"]},{"id":"https://openalex.org/I1299170990","display_name":"Samarkand State University named after Sharof Rashidov","ror":"https://ror.org/02b6gy972","country_code":"UZ","type":"education","lineage":["https://openalex.org/I1299170990"]},{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI","UZ"],"is_corresponding":false,"raw_author_name":"Andreja Isteni\u010d","raw_affiliation_strings":["Faculty of Civil and Geodetic Engineering, University of Ljubljana, Ljubljana, Slovenia","Faculty of Education, University of Primorska, Koper, Slovenia","Samarkand State University named after Sharof Rashidov, Samarkand, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil and Geodetic Engineering, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]},{"raw_affiliation_string":"Faculty of Education, University of Primorska, Koper, Slovenia","institution_ids":["https://openalex.org/I118905719"]},{"raw_affiliation_string":"Samarkand State University named after Sharof Rashidov, Samarkand, Uzbekistan","institution_ids":["https://openalex.org/I1299170990"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042603633"],"corresponding_institution_ids":["https://openalex.org/I193365169"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.8129000067710876},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4862000048160553},{"id":"https://openalex.org/keywords/reflective-thinking","display_name":"Reflective thinking","score":0.4244000017642975},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.41359999775886536},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4065000116825104},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.3896999955177307},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.35269999504089355}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.8129000067710876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7846999764442444},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4862000048160553},{"id":"https://openalex.org/C2986255434","wikidata":"https://www.wikidata.org/wiki/Q131805","display_name":"Reflective thinking","level":2,"score":0.4244000017642975},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.41359999775886536},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4065000116825104},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.3896999955177307},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3856000006198883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38199999928474426},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.35269999504089355},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.34860000014305115},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34389999508857727},{"id":"https://openalex.org/C132413290","wikidata":"https://www.wikidata.org/wiki/Q7307322","display_name":"Reflective practice","level":2,"score":0.3386000096797943},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.32899999618530273},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.31119999289512634},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.29580000042915344},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.25940001010894775}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-32112-1_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-32112-1_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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2134635522","https://openalex.org/W2339183141","https://openalex.org/W2346854578","https://openalex.org/W3215349161","https://openalex.org/W4362696824","https://openalex.org/W4388536947","https://openalex.org/W4399465825","https://openalex.org/W4402936082","https://openalex.org/W4405318562","https://openalex.org/W4406474705","https://openalex.org/W4409203443","https://openalex.org/W4410910699","https://openalex.org/W4412820939","https://openalex.org/W4413909651","https://openalex.org/W4414824884","https://openalex.org/W7129296444"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-18T05:58:53.570196","created_date":"2026-07-18T00:00:00"}
