{"id":"https://openalex.org/W2808208303","doi":"https://doi.org/10.1145/3202185.3202762","title":"Semi-automatic suggestion generation for young novice programmers in an open-ended context","display_name":"Semi-automatic suggestion generation for young novice programmers in an open-ended context","publication_year":2018,"publication_date":"2018-06-11","ids":{"openalex":"https://openalex.org/W2808208303","doi":"https://doi.org/10.1145/3202185.3202762","mag":"2808208303"},"language":"en","primary_location":{"id":"doi:10.1145/3202185.3202762","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3202185.3202762","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3202185.3202762","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Conference on Interaction Design and Children","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3202185.3202762","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007274661","display_name":"Michelle Ichinco","orcid":null},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle Ichinco","raw_affiliation_strings":["Washington University in St. Louis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington University in St. Louis","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042259261","display_name":"Caitlin Kelleher","orcid":"https://orcid.org/0000-0002-9470-1478"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Caitlin Kelleher","raw_affiliation_strings":["Washington University in St. Louis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington University in St. Louis","institution_ids":["https://openalex.org/I204465549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204465549"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"405","last_page":"412"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9994000196456909,"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":0.9994000196456909,"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/T10260","display_name":"Software Engineering Research","score":0.9965000152587891,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9937999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8138519525527954},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.750126838684082},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6582512259483337},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6163961291313171},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5064095258712769},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.456863135099411},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3883649706840515},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3735503852367401},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33483579754829407},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3216293752193451},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20868590474128723},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.11375847458839417}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8138519525527954},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.750126838684082},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6582512259483337},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6163961291313171},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5064095258712769},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.456863135099411},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3883649706840515},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3735503852367401},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33483579754829407},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3216293752193451},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20868590474128723},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.11375847458839417},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3202185.3202762","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3202185.3202762","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3202185.3202762","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Conference on Interaction Design and Children","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3202185.3202762","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3202185.3202762","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3202185.3202762","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Conference on Interaction Design and Children","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1393947877","display_name":"CAREER: Looking Glass: Leveraging Mentor Interactions to Create Personalized Programming Help for Independent Learners","funder_award_id":"1054587","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2410008625","display_name":null,"funder_award_id":"1054587, 1440996","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5059908789","display_name":"BPEC: Collaborative Research: Creating Personalized Learning Pathways by Managing Cognitive Load","funder_award_id":"1440996","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808208303.pdf","grobid_xml":"https://content.openalex.org/works/W2808208303.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W65478816","https://openalex.org/W90447038","https://openalex.org/W1588986231","https://openalex.org/W1976950107","https://openalex.org/W1998753103","https://openalex.org/W2005975241","https://openalex.org/W2014755981","https://openalex.org/W2016035035","https://openalex.org/W2029044878","https://openalex.org/W2056139220","https://openalex.org/W2057593084","https://openalex.org/W2059011256","https://openalex.org/W2067634864","https://openalex.org/W2080579313","https://openalex.org/W2089825482","https://openalex.org/W2097001189","https://openalex.org/W2100808978","https://openalex.org/W2102335485","https://openalex.org/W2106259924","https://openalex.org/W2116436752","https://openalex.org/W2117642462","https://openalex.org/W2125990861","https://openalex.org/W2128715468","https://openalex.org/W2139374478","https://openalex.org/W2140609933","https://openalex.org/W2141558501","https://openalex.org/W2151828850","https://openalex.org/W2161052636","https://openalex.org/W2161847731","https://openalex.org/W2169952536","https://openalex.org/W2198813811","https://openalex.org/W2209629567","https://openalex.org/W2296170520","https://openalex.org/W2405971678","https://openalex.org/W2552377480","https://openalex.org/W2575196328","https://openalex.org/W2600208911","https://openalex.org/W2605403059","https://openalex.org/W2611191403","https://openalex.org/W2611588359","https://openalex.org/W2768548073"],"related_works":["https://openalex.org/W2124842464","https://openalex.org/W2382657549","https://openalex.org/W4376877853","https://openalex.org/W75565505","https://openalex.org/W4214847518","https://openalex.org/W3200575725","https://openalex.org/W4242732953","https://openalex.org/W2186225517","https://openalex.org/W1153144596","https://openalex.org/W1535063848"],"abstract_inverted_index":{"Independent":[0],"novice":[1],"programmers":[2],"in":[3],"open-ended":[4],"contexts":[5],"rely":[6],"on":[7,99],"help":[8,15,35],"systems":[9,16],"to":[10,68,82],"support":[11],"their":[12],"learning.":[13],"These":[14],"are":[17],"often":[18],"laboriously":[19],"hand-authored":[20,70],"by":[21],"experts.":[22],"This":[23],"paper":[24],"describes":[25],"a":[26,33,48,63,69,73,80],"semi-automatic":[27],"process":[28],"for":[29,52],"the":[30,41,84],"creation":[31],"of":[32,44,65,75,88],"suggestion-based":[34],"system.":[36],"We":[37,78],"demonstrate":[38],"and":[39,72,86,93,107],"evaluate":[40],"potential":[42],"utility":[43],"our":[45,60],"approach":[46,61],"within":[47],"blocks-based":[49],"programming":[50],"environment":[51],"children.":[53],"With":[54],"less":[55],"human":[56],"effort":[57],"per":[58],"suggestion,":[59],"generated":[62],"set":[64,71,74],"suggestions":[66,89],"comparable":[67],"original":[76],"suggestions.":[77,113],"ran":[79],"study":[81],"explore":[83],"number":[85],"types":[87],"children":[90,98],"received,":[91],"accessed,":[92],"used.":[94],"In":[95],"30":[96],"minutes,":[97],"average":[100],"received":[101],"9":[102],"suggestions,":[103,106],"accessed":[104],"2.6":[105],"inserted":[108],"0.8":[109],"new":[110],"concepts":[111],"from":[112]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}