{"id":"https://openalex.org/W2133795027","doi":"https://doi.org/10.1109/icsm.2015.7332451","title":"Developing a model of loop actions by mining loop characteristics from a large code corpus","display_name":"Developing a model of loop actions by mining loop characteristics from a large code corpus","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2133795027","doi":"https://doi.org/10.1109/icsm.2015.7332451","mag":"2133795027"},"language":"en","primary_location":{"id":"doi:10.1109/icsm.2015.7332451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2015.7332451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Software Maintenance and Evolution (ICSME)","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/A5100723285","display_name":"Xiaoran Wang","orcid":"https://orcid.org/0000-0002-1839-6870"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaoran Wang","raw_affiliation_strings":["Computer and Information Sciences, University of Delaware Newark, USA","Computer and Information Sciences, University of Delaware, Newark, 19716 USA"],"affiliations":[{"raw_affiliation_string":"Computer and Information Sciences, University of Delaware Newark, USA","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"Computer and Information Sciences, University of Delaware, Newark, 19716 USA","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068927917","display_name":"Lori Pollock","orcid":"https://orcid.org/0000-0002-4388-4892"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lori Pollock","raw_affiliation_strings":["Computer and Information Sciences, University of Delaware Newark, USA","Computer and Information Sciences, University of Delaware, Newark, 19716 USA"],"affiliations":[{"raw_affiliation_string":"Computer and Information Sciences, University of Delaware Newark, USA","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"Computer and Information Sciences, University of Delaware, Newark, 19716 USA","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027009667","display_name":"K. Vijay\u2010Shanker","orcid":"https://orcid.org/0000-0003-0958-3073"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Vijay-Shanker","raw_affiliation_strings":["Computer and Information Sciences, University of Delaware Newark, USA","Computer and Information Sciences, University of Delaware, Newark, 19716 USA"],"affiliations":[{"raw_affiliation_string":"Computer and Information Sciences, University of Delaware Newark, USA","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"Computer and Information Sciences, University of Delaware, Newark, 19716 USA","institution_ids":["https://openalex.org/I86501945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100723285"],"corresponding_institution_ids":["https://openalex.org/I86501945"],"apc_list":null,"apc_paid":null,"fwci":3.1784,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92824609,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"4","issue":null,"first_page":"51","last_page":"60"},"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":0.9923999905586243,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9908000230789185,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7965973615646362},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7425622940063477},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.735122561454773},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.5494477152824402},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.5024416446685791},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49498361349105835},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4648325443267822},{"id":"https://openalex.org/keywords/loop-fusion","display_name":"Loop fusion","score":0.442058265209198},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4408780336380005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34835565090179443},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2986142039299011},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.18334004282951355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965973615646362},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7425622940063477},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.735122561454773},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.5494477152824402},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5024416446685791},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49498361349105835},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4648325443267822},{"id":"https://openalex.org/C82653869","wikidata":"https://www.wikidata.org/wiki/Q6675821","display_name":"Loop fusion","level":3,"score":0.442058265209198},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4408780336380005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34835565090179443},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2986142039299011},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.18334004282951355},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsm.2015.7332451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2015.7332451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Software Maintenance and Evolution (ICSME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W54521166","https://openalex.org/W90447038","https://openalex.org/W1244965290","https://openalex.org/W1502406167","https://openalex.org/W1532325895","https://openalex.org/W1698439592","https://openalex.org/W1994243621","https://openalex.org/W2023925487","https://openalex.org/W2025677988","https://openalex.org/W2026430933","https://openalex.org/W2040043446","https://openalex.org/W2059215200","https://openalex.org/W2079194772","https://openalex.org/W2081749632","https://openalex.org/W2082160726","https://openalex.org/W2082743655","https://openalex.org/W2091229333","https://openalex.org/W2096491586","https://openalex.org/W2109144580","https://openalex.org/W2111909698","https://openalex.org/W2113272363","https://openalex.org/W2113610359","https://openalex.org/W2115733813","https://openalex.org/W2116272605","https://openalex.org/W2116395532","https://openalex.org/W2128698639","https://openalex.org/W2133333349","https://openalex.org/W2133890582","https://openalex.org/W2134829794","https://openalex.org/W2138756793","https://openalex.org/W2148190602","https://openalex.org/W2157532207","https://openalex.org/W2164886519","https://openalex.org/W2166879716","https://openalex.org/W2168382229","https://openalex.org/W2338696323","https://openalex.org/W3147574292","https://openalex.org/W4213009331","https://openalex.org/W4250042253","https://openalex.org/W4254766991","https://openalex.org/W6603641824","https://openalex.org/W6628152454","https://openalex.org/W6678850886"],"related_works":["https://openalex.org/W2114948246","https://openalex.org/W1596526459","https://openalex.org/W2068516599","https://openalex.org/W2016388920","https://openalex.org/W2017719803","https://openalex.org/W2481821631","https://openalex.org/W4205359103","https://openalex.org/W1488601362","https://openalex.org/W154155438","https://openalex.org/W4256122319"],"abstract_inverted_index":{"Some":[0],"high":[1,95,139],"level":[2,46,96,140,182],"algorithmic":[3,26],"steps":[4,27],"require":[5],"more":[6],"than":[7,74],"one":[8],"statement":[9],"to":[10,17,80,92,114,135,173,187],"implement,":[11],"but":[12],"are":[13,37,78],"not":[14],"large":[15,107],"enough":[16],"be":[18,188],"a":[19,65,88,100],"method":[20],"on":[21],"their":[22],"own.":[23],"Specifically,":[24],"many":[25],"(e.g.,":[28],"count,":[29],"compare":[30],"pairs":[31],"of":[32,48,67,76,109,150,157],"elements,":[33],"find":[34],"the":[35,44,49,94,105,126,138,148,151,158],"maximum)":[36],"implemented":[38,98,142],"as":[39,193],"loop":[40,116,133,152,185],"structures,":[41],"which":[42],"lack":[43],"higher":[45,181],"abstraction":[47],"action":[50,97,121,153],"being":[51],"performed,":[52],"and":[53,60,118,128,155,178],"can":[54],"negatively":[55],"affect":[56],"both":[57],"human":[58],"readers":[59],"automatic":[61,90],"tools.":[62],"Additionally,":[63],"in":[64],"study":[66],"14,317":[68],"projects,":[69],"we":[70,86],"found":[71],"that":[72],"less":[73],"20%":[75],"loops":[77],"documented":[79],"help":[81],"readers.":[82],"In":[83],"this":[84,171],"paper,":[85],"present":[87],"novel":[89],"approach":[91,172],"identify":[93,137],"by":[99,143,190],"given":[101],"loop.":[102],"We":[103,124,145],"leverage":[104],"available,":[106],"source":[108,112,163],"high-quality":[110],"open":[111,162],"projects":[113],"mine":[115],"characteristics":[117],"develop":[119],"an":[120],"identification":[122,154],"model.":[123],"use":[125],"model":[127,159],"feature":[129],"vectors":[130],"extracted":[131],"from":[132],"code":[134,194],"automatically":[136,174],"actions":[141,186],"loops.":[144],"have":[146],"evaluated":[147],"accuracy":[149],"coverage":[156],"over":[160],"7159":[161],"programs.":[164],"The":[165],"results":[166],"show":[167],"great":[168],"promise":[169],"for":[170,184],"insert":[175],"internal":[176],"comments":[177],"provide":[179],"additional":[180],"naming":[183],"used":[189],"tools":[191],"such":[192],"search.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
