{"id":"https://openalex.org/W2615433598","doi":"https://doi.org/10.1007/978-3-319-58515-4_2","title":"An AI System for Coaching Novice Programmers","display_name":"An AI System for Coaching Novice Programmers","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2615433598","doi":"https://doi.org/10.1007/978-3-319-58515-4_2","mag":"2615433598"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-58515-4_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-58515-4_2","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-319-58515-4_2","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076876166","display_name":"Gilbert Cruz","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gilbert Cruz","raw_affiliation_strings":["Texas A&M University, College Station, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011375343","display_name":"Jacob Jones","orcid":"https://orcid.org/0009-0009-4719-933X"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacob Jones","raw_affiliation_strings":["Texas A&M University, College Station, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008689316","display_name":"Meagan Morrow","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meagan Morrow","raw_affiliation_strings":["Texas A&M University, College Station, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048083635","display_name":"Andres Gonzalez","orcid":"https://orcid.org/0000-0003-3305-2539"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andres Gonzalez","raw_affiliation_strings":["Texas A&M University, College Station, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110052029","display_name":"Bruce Gooch","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruce Gooch","raw_affiliation_strings":["Texas A&M University, College Station, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"12","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9793000221252441,"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/T11122","display_name":"Online Learning and Analytics","score":0.9646999835968018,"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":0.8354034423828125},{"id":"https://openalex.org/keywords/coaching","display_name":"Coaching","score":0.7569612264633179},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5508657693862915},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5227767825126648},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.507944643497467},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.49032261967658997},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.48936742544174194},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.46740275621414185},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4022316038608551},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.38200613856315613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3120577335357666},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07816407084465027}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8354034423828125},{"id":"https://openalex.org/C2779363792","wikidata":"https://www.wikidata.org/wiki/Q1104185","display_name":"Coaching","level":2,"score":0.7569612264633179},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5508657693862915},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5227767825126648},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.507944643497467},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.49032261967658997},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.48936742544174194},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.46740275621414185},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4022316038608551},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.38200613856315613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3120577335357666},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07816407084465027},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-58515-4_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-58515-4_2","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:oaktrust.library.tamu.edu:1969.1/167915","is_oa":false,"landing_page_url":"https://hdl.handle.net/1969.1/167915","pdf_url":null,"source":{"id":"https://openalex.org/S4306401674","display_name":"OAKTRUST (Texas A&M University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I91045830","host_organization_name":"Texas A&M University","host_organization_lineage":["https://openalex.org/I91045830"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-58515-4_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-58515-4_2","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1615097079","https://openalex.org/W1973850679","https://openalex.org/W1986394669","https://openalex.org/W2005171801","https://openalex.org/W2026482464","https://openalex.org/W2027585043","https://openalex.org/W2030768171","https://openalex.org/W2033463273","https://openalex.org/W2038409011","https://openalex.org/W2044546611","https://openalex.org/W2069648306","https://openalex.org/W2070405152","https://openalex.org/W2137576942","https://openalex.org/W2151828850","https://openalex.org/W2154671002","https://openalex.org/W2158081248","https://openalex.org/W2165544851","https://openalex.org/W2168795140","https://openalex.org/W2342026444","https://openalex.org/W2620619620","https://openalex.org/W2998738573","https://openalex.org/W3019576654","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4249854088","https://openalex.org/W2746413784","https://openalex.org/W603502240","https://openalex.org/W656132696","https://openalex.org/W4232010708","https://openalex.org/W2748672977","https://openalex.org/W563471364","https://openalex.org/W276138570","https://openalex.org/W4206838062","https://openalex.org/W2392475659"],"abstract_inverted_index":{"We":[0,104,123],"inhabit":[1],"a":[2,17,76,132],"century":[3],"where":[4],"every":[5,136],"job":[6],"will":[7],"be":[8],"technical.":[9],"In":[10],"the":[11,44,48,53],"21st":[12],"century,":[13],"learning":[14],"to":[15,46,50,55,99,120,127,135],"program":[16],"computer":[18],"is":[19,43,75,90,144],"empowerment.":[20],"Programming":[21,42],"instruction":[22],"teaches":[23],"procedural":[24],"and":[25,30,52,143],"functional":[26],"thinking,":[27],"project":[28],"management":[29],"time":[31],"management,":[32],"skills":[33],"that":[34],"are":[35],"essential":[36],"components":[37],"of":[38,60,63,79,114],"an":[39,80,96,107],"empowered":[40],"individual.":[41],"power":[45,49,54],"create,":[47],"change":[51],"influence.":[56],"Today\u2019s":[57],"students":[58,72],"regardless":[59],"their":[61],"field":[62],"study":[64],"or":[65],"need":[66],"this":[67],"fundamental":[68,77],"knowledge.":[69],"Rapidly":[70],"giving":[71],"meaningful":[73,101],"feedback":[74,102],"component":[78],"effective":[81],"educational":[82],"experience.":[83],"A":[84],"common":[85],"problem":[86],"in":[87,140],"modern":[88],"education":[89],"scalability,":[91],"as":[92],"class":[93],"size":[94],"increases":[95],"instructor\u2019s":[97],"ability":[98],"provide":[100],"decreases.":[103],"report":[105],"on":[106],"online":[108],"Artificial":[109],"Intelligence":[110],"(AI)":[111],"system":[112,125],"capable":[113],"providing":[115],"insightful":[116],"narrative":[117],"based":[118],"coaching":[119],"beginning":[121],"programmers.":[122],"document":[124],"tests":[126],"ensure":[128],"that:":[129],"it":[130],"generates":[131],"unique":[133],"response":[134],"input,":[137],"makes":[138],"responses":[139],"real":[141],"time,":[142],"deployable":[145],"online.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
