{"id":"https://openalex.org/W4392174035","doi":"https://doi.org/10.1109/tr.2024.3361922","title":"API Recommendation for Novice Programmers: Build a Bridge of Query-Task Knowledge Gap","display_name":"API Recommendation for Novice Programmers: Build a Bridge of Query-Task Knowledge Gap","publication_year":2024,"publication_date":"2024-02-26","ids":{"openalex":"https://openalex.org/W4392174035","doi":"https://doi.org/10.1109/tr.2024.3361922"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2024.3361922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2024.3361922","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","raw_type":"journal-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/A5003067300","display_name":"Yong Wang","orcid":"https://orcid.org/0000-0002-2719-1017"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Wang","raw_affiliation_strings":["Anhui Polytechnic University, Wuhu, China"],"raw_orcid":"https://orcid.org/0000-0002-2719-1017","affiliations":[{"raw_affiliation_string":"Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113127736","display_name":"Yingtao Fang","orcid":"https://orcid.org/0009-0000-8253-226X"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingtao Fang","raw_affiliation_strings":["Anhui Polytechnic University, Wuhu, China"],"raw_orcid":"https://orcid.org/0009-0000-8253-226X","affiliations":[{"raw_affiliation_string":"Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103094513","display_name":"Cuiyun Gao","orcid":"https://orcid.org/0000-0001-8513-6836"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuiyun Gao","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8513-6836","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049538003","display_name":"L Chen","orcid":"https://orcid.org/0009-0005-2685-2396"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjun Chen","raw_affiliation_strings":["Anhui Polytechnic University, Wuhu, China"],"raw_orcid":"https://orcid.org/0009-0005-2685-2396","affiliations":[{"raw_affiliation_string":"Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0686,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88538371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"73","issue":"3","first_page":"1473","last_page":"1486"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9980000257492065,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9979000091552734,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7921959161758423},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.779361367225647},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6315410137176514},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3626629710197449},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3507010340690613},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.12496709823608398},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12467390298843384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7921959161758423},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.779361367225647},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6315410137176514},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3626629710197449},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3507010340690613},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.12496709823608398},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12467390298843384},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2024.3361922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2024.3361922","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1964968887","https://openalex.org/W1985947101","https://openalex.org/W1992426737","https://openalex.org/W2042281163","https://openalex.org/W2050372846","https://openalex.org/W2053112282","https://openalex.org/W2100235918","https://openalex.org/W2106950427","https://openalex.org/W2143017621","https://openalex.org/W2175297521","https://openalex.org/W2247374552","https://openalex.org/W2249980257","https://openalex.org/W2344367508","https://openalex.org/W2366532918","https://openalex.org/W2387719207","https://openalex.org/W2402619042","https://openalex.org/W2406365535","https://openalex.org/W2547212960","https://openalex.org/W2617733587","https://openalex.org/W2769696322","https://openalex.org/W2888017562","https://openalex.org/W2911831256","https://openalex.org/W2952510797","https://openalex.org/W2955972181","https://openalex.org/W2999672312","https://openalex.org/W3090865871","https://openalex.org/W3104874136","https://openalex.org/W3163684639","https://openalex.org/W3194690316","https://openalex.org/W3195421019","https://openalex.org/W3216582288","https://openalex.org/W4213053623","https://openalex.org/W4226075195","https://openalex.org/W4240736797","https://openalex.org/W4252966483","https://openalex.org/W4284709654","https://openalex.org/W4313315719","https://openalex.org/W4323064995","https://openalex.org/W6621906925","https://openalex.org/W6682691769","https://openalex.org/W6725870058"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W1501776718","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2615136228","https://openalex.org/W2376932109"],"abstract_inverted_index":{"During":[0],"software":[1],"development,":[2],"programmers":[3],"often":[4],"rely":[5],"on":[6,70,169],"a":[7,67,84,109],"wide":[8],"range":[9],"of":[10,73,77,99,192],"application":[11],"programming":[12,42],"interfaces":[13],"(APIs)":[14],"to":[15,33,111,125,142,150,181],"facilitate":[16,45],"their":[17,41],"tasks.":[18],"However,":[19],"APIs":[20,38],"have":[21,58,66],"been":[22,59],"growing":[23],"rapidly":[24],"in":[25],"recent":[26],"years,":[27],"making":[28],"it":[29],"difficult":[30],"for":[31],"developers":[32],"choose":[34],"among":[35],"the":[36,46,71,74,88,92,97,113,117,121,127,147,157,185,190,199],"many":[37,60],"that":[39,206],"suit":[40],"needs.":[43],"To":[44,188],"development":[47],"process,":[48],"automatic":[49],"API":[50,101],"recommendation":[51,128],"is":[52,83],"becoming":[53],"increasingly":[54],"important.":[55],"Although":[56],"there":[57,82],"effective":[61],"research":[62],"methods,":[63],"these":[64],"methods":[65],"high":[68],"dependence":[69],"accuracy":[72],"user's":[75,89,93,118,122,148,158],"description":[76],"his":[78],"own":[79],"task,":[80,95],"and":[81,91,120,173,177,183,201,221],"knowledge":[85,114],"difference":[86],"between":[87,116],"query":[90,119,135,149],"actual":[94,123],"increasing":[96],"difficulty":[98],"accurate":[100],"recommendation.":[102],"In":[103],"this":[104],"article,":[105],"we":[106,162,194],"propose":[107],"REAPI,":[108,193],"method":[110],"bridge":[112],"gap":[115],"task":[124],"improve":[126],"accuracy.":[129],"The":[130],"REAPI":[131,207],"approach":[132],"involves":[133],"reconstructing":[134],"by":[136],"tapping":[137],"into":[138],"Stack":[139,174],"Overflow":[140,175],"data":[141,176],"glean":[143],"user":[144,179],"intentions.":[145,160],"Refactoring":[146],"display":[151],"implicit":[152],"information":[153],"can":[154],"better":[155],"capture":[156],"true":[159],"Specifically,":[161],"generate":[163],"three":[164],"candidate":[165],"reconstruction":[166],"statements":[167],"based":[168],"natural":[170],"language":[171],"queries":[172],"incorporate":[178],"feedback":[180],"refine":[182],"select":[184],"final":[186],"statement.":[187],"evaluate":[189],"effectiveness":[191],"conducted":[195],"experiments":[196],"at":[197],"both":[198],"class-level":[200],"method-level.":[202],"Our":[203],"results":[204],"show":[205],"outperforms":[208],"state-of-the-art":[209],"baselines":[210],"across":[211],"key":[212],"evaluation":[213],"metrics":[214],"such":[215],"as":[216],"S@1,":[217],"S@3,":[218],"S@10,":[219],"MRR,":[220],"MAP.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
