{"id":"https://openalex.org/W1965260616","doi":"https://doi.org/10.1109/icsm.2011.6080801","title":"Categorizing software applications for maintenance","display_name":"Categorizing software applications for maintenance","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W1965260616","doi":"https://doi.org/10.1109/icsm.2011.6080801","mag":"1965260616"},"language":"en","primary_location":{"id":"doi:10.1109/icsm.2011.6080801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2011.6080801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 27th IEEE International Conference on Software Maintenance (ICSM)","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/A5084874990","display_name":"Collin McMillan","orcid":"https://orcid.org/0009-0005-0887-1083"},"institutions":[{"id":"https://openalex.org/I267592682","display_name":"Williams (United States)","ror":"https://ror.org/007zhvp17","country_code":"US","type":"company","lineage":["https://openalex.org/I267592682"]},{"id":"https://openalex.org/I16285277","display_name":"William & Mary","ror":"https://ror.org/03hsf0573","country_code":"US","type":"education","lineage":["https://openalex.org/I16285277"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Collin McMillan","raw_affiliation_strings":["Department of Computer Science, College of William and Mary, Williamsburg, VA, USA","Department of Computer Science, The College of William and Mary, Williamsburg, Virginia, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of William and Mary, Williamsburg, VA, USA","institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"]},{"raw_affiliation_string":"Department of Computer Science, The College of William and Mary, Williamsburg, Virginia, USA#TAB#","institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069439324","display_name":"Mario Linares\u2010V\u00e1squez","orcid":"https://orcid.org/0000-0003-0161-2888"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Mario Linares-Vasquez","raw_affiliation_strings":["Department of Computer Science, Universidad Nacional de Colombia, Bogota, Colombia","Department of Computer Science, Universidad Nacional de Colombia, Bogot\u00e1, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad Nacional de Colombia, Bogota, Colombia","institution_ids":["https://openalex.org/I36243813"]},{"raw_affiliation_string":"Department of Computer Science, Universidad Nacional de Colombia, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041262116","display_name":"Denys Poshyvanyk","orcid":"https://orcid.org/0000-0002-5626-7586"},"institutions":[{"id":"https://openalex.org/I16285277","display_name":"William & Mary","ror":"https://ror.org/03hsf0573","country_code":"US","type":"education","lineage":["https://openalex.org/I16285277"]},{"id":"https://openalex.org/I267592682","display_name":"Williams (United States)","ror":"https://ror.org/007zhvp17","country_code":"US","type":"company","lineage":["https://openalex.org/I267592682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Denys Poshyvanyk","raw_affiliation_strings":["Department of Computer Science, College of William and Mary, Williamsburg, VA, USA","Department of Computer Science, The College of William and Mary, Williamsburg, Virginia, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of William and Mary, Williamsburg, VA, USA","institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"]},{"raw_affiliation_string":"Department of Computer Science, The College of William and Mary, Williamsburg, Virginia, USA#TAB#","institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004425947","display_name":"Mark Grechanik","orcid":"https://orcid.org/0000-0002-8364-595X"},"institutions":[{"id":"https://openalex.org/I4210099672","display_name":"Accenture (United States)","ror":"https://ror.org/013g16z83","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093804","https://openalex.org/I4210099672"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Grechanik","raw_affiliation_strings":["Accenture Technology Laboratories, University of Illinois, Chicago, Chicago, IL, USA","Accenture Technology Labs and The University of Illinois at Chicago, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Accenture Technology Laboratories, University of Illinois, Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I4210099672","https://openalex.org/I39422238"]},{"raw_affiliation_string":"Accenture Technology Labs and The University of Illinois at Chicago, USA#TAB#","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084874990"],"corresponding_institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"],"apc_list":null,"apc_paid":null,"fwci":12.9955,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.98318734,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"343","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9944000244140625,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9897000193595886,"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":0.83555668592453},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.7050586938858032},{"id":"https://openalex.org/keywords/software-maintenance","display_name":"Software maintenance","score":0.5994200706481934},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5839243531227112},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5711065530776978},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.5383736491203308},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.537185549736023},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.4972577393054962},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4922577440738678},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.4383096992969513},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.4290270507335663},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.4247782826423645},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.4184228181838989},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.3929545283317566},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3016926646232605},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2038588523864746}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.83555668592453},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7050586938858032},{"id":"https://openalex.org/C101317890","wikidata":"https://www.wikidata.org/wiki/Q940053","display_name":"Software maintenance","level":4,"score":0.5994200706481934},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5839243531227112},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5711065530776978},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.5383736491203308},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.537185549736023},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.4972577393054962},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4922577440738678},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.4383096992969513},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.4290270507335663},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.4247782826423645},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.4184228181838989},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.3929545283317566},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3016926646232605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2038588523864746}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icsm.2011.6080801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2011.6080801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 27th IEEE International Conference on Software Maintenance (ICSM)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.380.3206","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.380.3206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.wm.edu/~denys/pubs/McMillan-ICSM'11-CRC.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1526272943","https://openalex.org/W1550123627","https://openalex.org/W1565746575","https://openalex.org/W1907942343","https://openalex.org/W1986541713","https://openalex.org/W1996225375","https://openalex.org/W1998899601","https://openalex.org/W2028868676","https://openalex.org/W2028889016","https://openalex.org/W2046830558","https://openalex.org/W2097403040","https://openalex.org/W2116907335","https://openalex.org/W2117716388","https://openalex.org/W2118020653","https://openalex.org/W2124928008","https://openalex.org/W2139410856","https://openalex.org/W2146335723","https://openalex.org/W2146648240","https://openalex.org/W2153216417","https://openalex.org/W2154285016","https://openalex.org/W2160208252","https://openalex.org/W2165401136","https://openalex.org/W2166414580","https://openalex.org/W2170460608","https://openalex.org/W2170505850","https://openalex.org/W2435251607","https://openalex.org/W2744136779","https://openalex.org/W2998216295","https://openalex.org/W4285719527","https://openalex.org/W6647151759","https://openalex.org/W6717827561","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2164913793","https://openalex.org/W2094595170","https://openalex.org/W2886906914","https://openalex.org/W3142708836","https://openalex.org/W2765394967","https://openalex.org/W2109373022","https://openalex.org/W4385485083","https://openalex.org/W1998411272","https://openalex.org/W2103701733","https://openalex.org/W1536501326"],"abstract_inverted_index":{"Software":[0],"repositories":[1],"hold":[2],"applications":[3,18,27,88],"that":[4,89,163],"are":[5],"often":[6,46],"categorized":[7,17],"to":[8,21,25,53,116,167],"improve":[9],"the":[10,42,106,189],"effectiveness":[11],"of":[12,58,86,108,179,194],"various":[13],"maintenance":[14,30],"tasks.":[15],"Properly":[16],"allow":[19],"stakeholders":[20],"identify":[22],"requirements":[23],"related":[24],"their":[26],"and":[28,39,102,144],"predict":[29],"problems":[31],"in":[32,69],"software":[33,59,87,131,169],"projects.":[34],"Unfortunately,":[35],"for":[36,83,130],"different":[37],"legal":[38],"organizational":[40],"reasons":[41],"source":[43,100,118,173],"code":[44,101,174],"is":[45,153],"not":[47,155],"available,":[48],"thus":[49,110],"making":[50,111],"it":[51,165],"difficult":[52],"automatically":[54],"categorize":[55,168],"binary":[56],"executables":[57],"applications.":[60,150],"In":[61],"this":[62],"paper,":[63],"we":[64,71,158,186],"propose":[65,159],"a":[66,145,160,176],"novel":[67],"approach":[68,123,162],"which":[70],"use":[72,90],"Application":[73],"Programming":[74],"Interface":[75],"(API)":[76],"calls":[77,95,181],"from":[78,99,105],"third-party":[79],"libraries":[80],"as":[81,182],"attributes":[82],"automatic":[84,112,195],"categorization":[85,113,132,196],"these":[91],"API":[92,94,180],"calls.":[93],"can":[96],"be":[97],"extracted":[98],"more":[103],"importantly,":[104],"byte-code":[107],"applications,":[109],"approaches":[114],"applicable":[115],"closed":[117],"repositories.":[119],"We":[120],"evaluate":[121],"our":[122],"along":[124],"with":[125,148],"other":[126],"machine":[127],"learning":[128],"algorithms":[129],"on":[133],"two":[134],"large":[135],"Java":[136],"repositories:":[137],"an":[138],"open-source":[139],"repository":[140],"containing":[141],"3,286":[142],"projects":[143,170],"closed-source":[146],"one":[147],"745":[149],"Our":[151],"contribution":[152],"twofold:":[154],"only":[156],"do":[157],"new":[161],"makes":[164],"possible":[166],"without":[171],"any":[172],"using":[175],"small":[177],"number":[178],"attributes,":[183],"but":[184],"also":[185],"carried":[187],"out":[188],"first":[190],"comprehensive":[191],"empirical":[192],"evaluation":[193],"approaches.":[197]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
