{"id":"https://openalex.org/W4388850788","doi":"https://doi.org/10.1145/3617650.3624943","title":"A Model-based Learning Pedagogy for Conceptualizing and Solving Real-world Graph Problems","display_name":"A Model-based Learning Pedagogy for Conceptualizing and Solving Real-world Graph Problems","publication_year":2023,"publication_date":"2023-11-21","ids":{"openalex":"https://openalex.org/W4388850788","doi":"https://doi.org/10.1145/3617650.3624943"},"language":"en","primary_location":{"id":"doi:10.1145/3617650.3624943","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3617650.3624943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Conference on Global Computing Education Vol 2","raw_type":"proceedings-article"},"type":"article","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/A5080946968","display_name":"Rani Lisa Indra","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Indra R","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, India"],"raw_orcid":"https://orcid.org/0009-0005-8835-5440","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064565348","display_name":"Prajish Prasad","orcid":"https://orcid.org/0000-0001-7986-6277"},"institutions":[{"id":"https://openalex.org/I2802865875","display_name":"Flame University","ror":"https://ror.org/0252mqn49","country_code":"IN","type":"education","lineage":["https://openalex.org/I2802865875"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prajish Prasad","raw_affiliation_strings":["FLAME University, Pune, India"],"raw_orcid":"https://orcid.org/0000-0001-7986-6277","affiliations":[{"raw_affiliation_string":"FLAME University, Pune, India","institution_ids":["https://openalex.org/I2802865875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101858856","display_name":"Sridhar Iyer","orcid":"https://orcid.org/0000-0001-7100-5413"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sridhar Iyer","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0001-7100-5413","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080946968"],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16831867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"200","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9890999794006348,"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":0.9890999794006348,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9444000124931335,"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/computer-science","display_name":"Computer science","score":0.6926009654998779},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5354588031768799},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.528242290019989},{"id":"https://openalex.org/keywords/mental-model","display_name":"Mental model","score":0.5240921378135681},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.49969005584716797},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4559817910194397},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4473506510257721},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.42422446608543396},{"id":"https://openalex.org/keywords/conceptual-graph","display_name":"Conceptual graph","score":0.4228225350379944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32724490761756897},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.2120743989944458},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2044934332370758},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1956988275051117},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.1402716040611267},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08831173181533813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6926009654998779},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5354588031768799},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.528242290019989},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.5240921378135681},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.49969005584716797},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4559817910194397},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4473506510257721},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.42422446608543396},{"id":"https://openalex.org/C234837","wikidata":"https://www.wikidata.org/wiki/Q1420493","display_name":"Conceptual graph","level":3,"score":0.4228225350379944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32724490761756897},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2120743989944458},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2044934332370758},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1956988275051117},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.1402716040611267},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08831173181533813},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3617650.3624943","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3617650.3624943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Conference on Global Computing Education Vol 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2118760424","https://openalex.org/W3003466290","https://openalex.org/W4382517590"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297","https://openalex.org/W2062212388"],"abstract_inverted_index":{"Our":[0],"research":[1],"is":[2],"an":[3],"extension":[4],"of":[5,43],"the":[6,40,61,73],"modeling":[7],"theory":[8],"framework":[9],"proposed":[10],"by":[11],"Hestenes":[12],"[1].":[13],"An":[14],"exploratory":[15],"study":[16,37],"examined":[17],"how":[18],"Computer":[19],"Science":[20],"(CS)":[21],"students":[22,48,86],"use":[23,42],"mental":[24],"and":[25,67],"conceptual":[26,44,81],"models":[27,45,82],"to":[28,77,87],"solve":[29,88],"real-world":[30,89],"problems":[31],"using":[32],"graph":[33,90],"algorithmic":[34],"concepts.":[35],"The":[36,54],"results":[38],"reveal":[39],"profound":[41],"in":[46,51,57,83],"successful":[47],"more":[49],"than":[50],"unsuccessful":[52],"students.":[53],"cognitive":[55],"process":[56],"problem-solving":[58],"depends":[59],"on":[60],"schemata":[62],"constructed":[63],"during":[64],"learning":[65,75],"concepts":[66],"concept":[68],"mastery.":[69],"This":[70],"poster":[71],"presents":[72],"model-based":[74],"pedagogy":[76],"progressively":[78],"construct":[79],"correct":[80],"CS":[84],"engineering":[85],"problems.":[91]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}