{"id":"https://openalex.org/W2789952218","doi":"https://doi.org/10.1145/3159450.3159528","title":"Student Misconceptions of Dynamic Programming","display_name":"Student Misconceptions of Dynamic Programming","publication_year":2018,"publication_date":"2018-02-21","ids":{"openalex":"https://openalex.org/W2789952218","doi":"https://doi.org/10.1145/3159450.3159528","mag":"2789952218"},"language":"en","primary_location":{"id":"doi:10.1145/3159450.3159528","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3159450.3159528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 49th ACM Technical Symposium on Computer Science Education","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/A5042714214","display_name":"Shamama Zehra","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Shamama Zehra","raw_affiliation_strings":["University of Toronto, Mississauga, Mississauga, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Mississauga, Mississauga, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041325982","display_name":"Aishwarya Ramanathan","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aishwarya Ramanathan","raw_affiliation_strings":["University of Toronto, Mississauga, Mississauga, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Mississauga, Mississauga, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101635336","display_name":"Larry Yueli Zhang","orcid":"https://orcid.org/0000-0002-4847-8017"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Larry Yueli Zhang","raw_affiliation_strings":["University of Toronto, Mississauga, Mississauga, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Mississauga, Mississauga, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017837548","display_name":"Daniel Zingaro","orcid":"https://orcid.org/0000-0002-1568-4826"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Daniel Zingaro","raw_affiliation_strings":["University of Toronto, Mississauga, Mississauga, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Mississauga, Mississauga, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042714214"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":1.6512,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.85937755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"556","last_page":"561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9997000098228455,"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":0.9997000098228455,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9962999820709229,"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/T10731","display_name":"Educational Games and Gamification","score":0.9621000289916992,"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/theme","display_name":"Theme (computing)","score":0.8609475493431091},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.6388603448867798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6293257474899292},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5327304601669312},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4983360767364502},{"id":"https://openalex.org/keywords/think-aloud-protocol","display_name":"Think aloud protocol","score":0.43107354640960693},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22368395328521729},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.16184541583061218},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12486991286277771},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08702912926673889}],"concepts":[{"id":"https://openalex.org/C33566652","wikidata":"https://www.wikidata.org/wiki/Q1065927","display_name":"Theme (computing)","level":2,"score":0.8609475493431091},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6388603448867798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6293257474899292},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5327304601669312},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4983360767364502},{"id":"https://openalex.org/C78821406","wikidata":"https://www.wikidata.org/wiki/Q391810","display_name":"Think aloud protocol","level":3,"score":0.43107354640960693},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22368395328521729},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.16184541583061218},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12486991286277771},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08702912926673889},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3159450.3159528","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3159450.3159528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 49th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W354024470","https://openalex.org/W1507039213","https://openalex.org/W1530673042","https://openalex.org/W1995969371","https://openalex.org/W2030262177","https://openalex.org/W2037444165","https://openalex.org/W2049168375","https://openalex.org/W2067438752","https://openalex.org/W2070596900","https://openalex.org/W2096329292","https://openalex.org/W2133002245","https://openalex.org/W2147070375","https://openalex.org/W2160651698","https://openalex.org/W2333057202","https://openalex.org/W4243216998","https://openalex.org/W4246219036"],"related_works":["https://openalex.org/W1876039949","https://openalex.org/W2351167057","https://openalex.org/W570509144","https://openalex.org/W2356772582","https://openalex.org/W1499778516","https://openalex.org/W4200264008","https://openalex.org/W2739095861","https://openalex.org/W1992606257","https://openalex.org/W2356359262","https://openalex.org/W2364081158"],"abstract_inverted_index":{"Dynamic":[0],"Programming":[1],"(DP)":[2],"is":[3,36,119],"considered":[4],"to":[5,15,42,112,124,147],"be":[6],"one":[7],"of":[8,58,91,107,121,130,145],"the":[9,55,59,89,103,143],"most":[10],"difficult":[11],"topics":[12],"for":[13,141],"students":[14,28,51],"understand":[16],"in":[17,33],"theoretical":[18],"CS.":[19],"Prior":[20],"work":[21],"suggests":[22],"that":[23],"misconceptions":[24,76,122],"arise":[25],"even":[26],"when":[27],"have":[29,53],"completed":[30,54],"a":[31,63,92],"course":[32,61],"which":[34],"there":[35],"considerable":[37],"focus":[38],"on":[39,71,102],"learning":[40],"how":[41],"solve":[43],"DP":[44,56,108,146],"problems.":[45],"We":[46,69],"conducted":[47],"think-aloud":[48],"interviews":[49],"with":[50],"who":[52],"portion":[57],"Algorithms":[60],"at":[62],"top":[64],"North":[65],"American":[66],"research":[67],"university.":[68],"report":[70],"three":[72],"themes":[73],"and":[74,94,105,126,138],"their":[75],"discovered":[77],"through":[78],"this":[79],"process.":[80],"The":[81,98,116],"first":[82],"theme":[83,100,118],"delves":[84],"into":[85,135],"students'":[86],"struggles":[87],"defining":[88,125],"notion":[90],"subproblem":[93],"identifying":[95],"particular":[96],"subproblems.":[97],"second":[99],"focuses":[101],"understanding":[104],"usage":[106],"solution":[109],"techniques":[110],"compared":[111],"other":[113],"algorithmic":[114],"approaches.":[115],"third":[117],"composed":[120],"related":[123],"using":[127],"recurrences.":[128],"Analysis":[129],"each":[131],"misconception":[132],"provides":[133],"insight":[134],"student":[136],"thinking":[137],"offers":[139],"ideas":[140],"improving":[142],"education":[144],"university":[148],"students.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
