{"id":"https://openalex.org/W4404954111","doi":"https://doi.org/10.1109/sccc63879.2024.10767623","title":"A Reverse Code Completion Approach for Enhancing Novice Programming Skills","display_name":"A Reverse Code Completion Approach for Enhancing Novice Programming Skills","publication_year":2024,"publication_date":"2024-10-28","ids":{"openalex":"https://openalex.org/W4404954111","doi":"https://doi.org/10.1109/sccc63879.2024.10767623"},"language":"en","primary_location":{"id":"doi:10.1109/sccc63879.2024.10767623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sccc63879.2024.10767623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 43rd International Conference of the Chilean Computer Science Society (SCCC)","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/A5031669247","display_name":"Nicol\u00e1s Torres","orcid":"https://orcid.org/0000-0001-8644-7441"},"institutions":[{"id":"https://openalex.org/I75778554","display_name":"Federico Santa Mar\u00eda Technical University","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Nicol\u00e1s Torres","raw_affiliation_strings":["Universidad Técnica Federico Santa María,Departamento de Electrónica,Santiago,Chile"],"affiliations":[{"raw_affiliation_string":"Universidad Técnica Federico Santa María,Departamento de Electrónica,Santiago,Chile","institution_ids":["https://openalex.org/I75778554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031669247"],"corresponding_institution_ids":["https://openalex.org/I75778554"],"apc_list":null,"apc_paid":null,"fwci":0.4303,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75587137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9980000257492065,"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":0.9980000257492065,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9492999911308289,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11283","display_name":"Experimental Learning in Engineering","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7649699449539185},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5505700707435608},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4822257459163666},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3708844780921936}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7649699449539185},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5505700707435608},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4822257459163666},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3708844780921936},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sccc63879.2024.10767623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sccc63879.2024.10767623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 43rd International Conference of the Chilean Computer Science Society (SCCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2076522120","https://openalex.org/W2557717610","https://openalex.org/W2910871123","https://openalex.org/W4211263275","https://openalex.org/W4235114045","https://openalex.org/W4282586888","https://openalex.org/W4285351335","https://openalex.org/W4318257512","https://openalex.org/W4323033692","https://openalex.org/W4323655724","https://openalex.org/W4385223296","https://openalex.org/W4385245566","https://openalex.org/W4398233424"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"For":[0],"beginning":[1],"programmers,":[2],"understanding":[3],"how":[4,12],"to":[5,8,13,24,62,104,121,212],"express":[6],"instructions":[7,16],"the":[9,41,96,113,143,147,156,174,179,185,194,199,207,210],"computer":[10],"and":[11,109,162,190],"organize":[14],"these":[15],"can":[17],"be":[18],"difficult.":[19],"We":[20],"propose":[21],"using":[22],"AI":[23,137],"guide":[25],"students":[26,53,148,197,211],"in":[27,95,112,159,173,178],"their":[28,217],"first":[29,180],"programming":[30,107],"steps":[31],"through":[32,83,127],"reverse":[33],"code":[34,47,78],"completion.":[35],"This":[36],"means":[37],"that":[38,51,123,193],"instead":[39],"of":[40,77,98,146,152,187,196,209],"traditional":[42],"scenario":[43],"where":[44],"editors":[45],"provide":[46],"completion,":[48],"we":[49,117,141,163,183,191],"suggest":[50],"novice":[52],"need":[54],"a":[55,60,69,84,93,102,106,165,170,214],"starting":[56],"point":[57],"such":[58],"as":[59],"template,":[61],"get":[63],"into":[64],"programming.":[65],"Our":[66,89],"proposal":[67],"is":[68,125],"new":[70],"learning":[71,175],"strategy":[72],"based":[73],"on":[74,216],"completing":[75],"lines":[76],"provided":[79],"by":[80,130],"Artificial":[81],"Intelligence":[82],"step-by":[85],"-step":[86],"guided":[87],"process.":[88],"experimental":[90],"results":[91],"show":[92],"decrease":[94],"amount":[97],"time":[99],"it":[100],"takes":[101],"student":[103],"solve":[105,213],"problem":[108,215],"an":[110],"increase":[111],"success":[114],"rate.":[115],"Furthermore,":[116],"have":[118],"been":[119],"able":[120],"demonstrate":[122],"knowledge":[124],"acquired":[126],"this":[128,153],"approach":[129],"successfully":[131],"solving":[132],"similar":[133],"problems":[134],"after":[135],"receiving":[136],"support.":[138],"In":[139,204],"addition,":[140],"compared":[142],"overall":[144],"performance":[145],"who":[149],"were":[150],"part":[151],"study":[154],"regarding":[155],"same":[157],"course":[158],"previous":[160],"years":[161],"obtained":[164],"higher":[166],"grade":[167],"average":[168],"with":[169],"faster":[171],"growth":[172],"curve,":[176],"especially":[177],"evaluations.":[181],"Finally,":[182],"measured":[184],"Zone":[186],"Proximal":[188],"Development":[189],"found":[192],"number":[195],"below":[198],"zone":[200],"decreased":[201],"over":[202],"time.":[203],"other":[205],"words,":[206],"ability":[208],"own":[218],"was":[219],"increased.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}