{"id":"https://openalex.org/W2808805885","doi":"https://doi.org/10.1007/978-3-319-93846-2_76","title":"Understanding Students\u2019 Problem-Solving Strategies in a Synergistic Learning-by-Modeling Environment","display_name":"Understanding Students\u2019 Problem-Solving Strategies in a Synergistic Learning-by-Modeling Environment","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2808805885","doi":"https://doi.org/10.1007/978-3-319-93846-2_76","mag":"2808805885"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-93846-2_76","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-93846-2_76","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/A5103180494","display_name":"Ningyu Zhang","orcid":"https://orcid.org/0000-0003-0097-7279"},"institutions":[{"id":"https://openalex.org/I4210160740","display_name":"Integrated Software (United States)","ror":"https://ror.org/05dp7m259","country_code":"US","type":"company","lineage":["https://openalex.org/I4210160740"]},{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ningyu Zhang","raw_affiliation_strings":["Institute of Software Integrated Systems, Department of EECS, Vanderbilt University, 1025 16th Avenue South, Nashville, TN, 37212, USA"],"affiliations":[{"raw_affiliation_string":"Institute of Software Integrated Systems, Department of EECS, Vanderbilt University, 1025 16th Avenue South, Nashville, TN, 37212, USA","institution_ids":["https://openalex.org/I4210160740","https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051150754","display_name":"Gautam Biswas","orcid":"https://orcid.org/0000-0002-2752-3878"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I4210160740","display_name":"Integrated Software (United States)","ror":"https://ror.org/05dp7m259","country_code":"US","type":"company","lineage":["https://openalex.org/I4210160740"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gautam Biswas","raw_affiliation_strings":["Institute of Software Integrated Systems, Department of EECS, Vanderbilt University, 1025 16th Avenue South, Nashville, TN, 37212, USA"],"affiliations":[{"raw_affiliation_string":"Institute of Software Integrated Systems, Department of EECS, Vanderbilt University, 1025 16th Avenue South, Nashville, TN, 37212, USA","institution_ids":["https://openalex.org/I4210160740","https://openalex.org/I200719446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103180494"],"corresponding_institution_ids":["https://openalex.org/I200719446","https://openalex.org/I4210160740"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.801,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90734055,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"405","last_page":"410"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9602000117301941,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8368483781814575},{"id":"https://openalex.org/keywords/problem-solving-environment","display_name":"Problem solving environment","score":0.45730358362197876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43827682733535767},{"id":"https://openalex.org/keywords/problem-based-learning","display_name":"Problem-based learning","score":0.4289359450340271},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42767494916915894},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3745748698711395},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3647831082344055},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.06991961598396301},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06225484609603882}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8368483781814575},{"id":"https://openalex.org/C2780665868","wikidata":"https://www.wikidata.org/wiki/Q7246952","display_name":"Problem solving environment","level":2,"score":0.45730358362197876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43827682733535767},{"id":"https://openalex.org/C2780909375","wikidata":"https://www.wikidata.org/wiki/Q1060990","display_name":"Problem-based learning","level":2,"score":0.4289359450340271},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42767494916915894},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3745748698711395},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3647831082344055},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.06991961598396301},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06225484609603882},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-93846-2_76","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-93846-2_76","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":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1541509707","https://openalex.org/W1687473687","https://openalex.org/W2018037215","https://openalex.org/W2060486579","https://openalex.org/W2078054225","https://openalex.org/W2087184586","https://openalex.org/W2117678092","https://openalex.org/W2119649150","https://openalex.org/W2171689869","https://openalex.org/W2339183141","https://openalex.org/W2578082513","https://openalex.org/W2679032837","https://openalex.org/W2727426218"],"related_works":["https://openalex.org/W2578706772","https://openalex.org/W2781460450","https://openalex.org/W3138165815","https://openalex.org/W1504354804","https://openalex.org/W1595115277","https://openalex.org/W2804005159","https://openalex.org/W157248375","https://openalex.org/W2022106644","https://openalex.org/W2888281229","https://openalex.org/W3216107351"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
