{"id":"https://openalex.org/W2017682652","doi":"https://doi.org/10.1145/2597008.2597789","title":"Mining unit tests for code recommendation","display_name":"Mining unit tests for code recommendation","publication_year":2014,"publication_date":"2014-05-20","ids":{"openalex":"https://openalex.org/W2017682652","doi":"https://doi.org/10.1145/2597008.2597789","mag":"2017682652"},"language":"en","primary_location":{"id":"doi:10.1145/2597008.2597789","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2597008.2597789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd International Conference on Program Comprehension","raw_type":"proceedings-article"},"type":"conference-paper","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/A5024783227","display_name":"Mohammad Ghafari","orcid":"https://orcid.org/0000-0002-1986-9668"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mohammad Ghafari","raw_affiliation_strings":["Politecnico di Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024976868","display_name":"Carlo Ghezzi","orcid":"https://orcid.org/0000-0002-7234-5011"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Ghezzi","raw_affiliation_strings":["Politecnico di Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084194284","display_name":"Andrea Mocci","orcid":"https://orcid.org/0000-0002-8426-5676"},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Andrea Mocci","raw_affiliation_strings":["University of Lugano, Switzerland","University of Lugano, Switzerland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]},{"raw_affiliation_string":"University of Lugano, Switzerland#TAB#","institution_ids":["https://openalex.org/I57201433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031168005","display_name":"Giordano Tamburrelli","orcid":null},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Giordano Tamburrelli","raw_affiliation_strings":["University of Lugano, Switzerland","University of Lugano, Switzerland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]},{"raw_affiliation_string":"University of Lugano, Switzerland#TAB#","institution_ids":["https://openalex.org/I57201433"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.392,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89479532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"142","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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/T10260","display_name":"Software Engineering Research","score":1.0,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8161606788635254},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.7536919116973877},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6393299698829651},{"id":"https://openalex.org/keywords/unit-testing","display_name":"Unit testing","score":0.5745267271995544},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.4759640097618103},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.458261102437973},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.41843512654304504},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35126933455467224},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.2647242546081543},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.25066280364990234},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.23121529817581177},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.16466370224952698},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12642177939414978},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07377395033836365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8161606788635254},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.7536919116973877},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6393299698829651},{"id":"https://openalex.org/C148027188","wikidata":"https://www.wikidata.org/wiki/Q907375","display_name":"Unit testing","level":3,"score":0.5745267271995544},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.4759640097618103},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.458261102437973},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.41843512654304504},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35126933455467224},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.2647242546081543},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25066280364990234},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.23121529817581177},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.16466370224952698},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12642177939414978},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07377395033836365},{"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:10.1145/2597008.2597789","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2597008.2597789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd International Conference on Program Comprehension","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338368","display_name":"FP7 People: Marie-Curie Actions","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1541128807","https://openalex.org/W1970607969","https://openalex.org/W1997380619","https://openalex.org/W2006202761","https://openalex.org/W2008107570","https://openalex.org/W2033025900","https://openalex.org/W2042124591","https://openalex.org/W2051204868","https://openalex.org/W2052661990","https://openalex.org/W2059556545","https://openalex.org/W2075756274","https://openalex.org/W2106259924","https://openalex.org/W2110066339","https://openalex.org/W2115919801","https://openalex.org/W2117642462","https://openalex.org/W2119855409","https://openalex.org/W2134092629","https://openalex.org/W2134829794","https://openalex.org/W2156448859","https://openalex.org/W2158868137","https://openalex.org/W6632282521"],"related_works":["https://openalex.org/W4390788373","https://openalex.org/W2407460520","https://openalex.org/W4389544162","https://openalex.org/W4226317003","https://openalex.org/W2206096527","https://openalex.org/W2149635184","https://openalex.org/W3161903544","https://openalex.org/W1964234963","https://openalex.org/W2054637161","https://openalex.org/W4391835699"],"abstract_inverted_index":{"Developers":[0],"spend":[1],"a":[2,42,62,99,109],"significant":[3],"portion":[4],"of":[5,14,17,101],"their":[6,24],"time":[7,36],"understanding":[8],"and":[9,35,77,88],"learning":[10,27],"the":[11,15,86],"correct":[12],"usage":[13],"APIs":[16,32],"libraries":[18],"they":[19,57],"want":[20],"to":[21,29,52,65,98],"integrate":[22],"in":[23,47,68,108],"projects.":[25],"However,":[26],"how":[28],"effectively":[30],"use":[31],"is":[33],"complex":[34],"consuming.":[37],"Code":[38],"recommendation":[39,67],"systems":[40],"play":[41],"crucial":[43],"role":[44],"facilitating":[45],"developers":[46],"this":[48,82,93],"task":[49],"by":[50,75],"providing":[51],"them":[53],"relevant":[54],"examples":[55,71],"while":[56],"code.":[58],"This":[59],"paper":[60,83],"proposes":[61],"novel":[63],"approach":[64],"code":[66,70],"which":[69],"are":[72],"automatically":[73],"obtained":[74],"mining":[76],"manipulating":[78],"unit":[79],"tests.":[80],"In":[81],"we":[84,106],"discuss":[85],"theoretical":[87],"practical":[89],"implications":[90],"that":[91,105],"underpin":[92],"idea.":[94],"The":[95],"discussion":[96],"leads":[97],"series":[100],"fascinating":[102],"research":[103,110],"challenges":[104],"organized":[107],"agenda.":[111]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}