{"id":"https://openalex.org/W2143175082","doi":"https://doi.org/10.1109/wpc.2004.1311063","title":"Data mining source code to facilitate program comprehension: experiments on clustering data retrieved from C++programs","display_name":"Data mining source code to facilitate program comprehension: experiments on clustering data retrieved from C++programs","publication_year":2004,"publication_date":"2004-11-13","ids":{"openalex":"https://openalex.org/W2143175082","doi":"https://doi.org/10.1109/wpc.2004.1311063","mag":"2143175082"},"language":"en","primary_location":{"id":"doi:10.1109/wpc.2004.1311063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpc.2004.1311063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 12th IEEE International Workshop on Program Comprehension, 2004.","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/A5043102098","display_name":"Yiannis Kanellopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Y. Kanellopoulos","raw_affiliation_strings":["Department of Computation, UMIST (University of Manchester Institute of Science and Technology), Manchester, UK","[Dept. of Comput., UMIST, Manchester, UK]"],"affiliations":[{"raw_affiliation_string":"Department of Computation, UMIST (University of Manchester Institute of Science and Technology), Manchester, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"[Dept. of Comput., UMIST, Manchester, UK]","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071901091","display_name":"Christos Tjortjis","orcid":"https://orcid.org/0000-0001-8263-9024"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C. Tjortjis","raw_affiliation_strings":["Department of Computation, UMIST (University of Manchester Institute of Science and Technology), Manchester, UK","[Dept. of Comput., UMIST, Manchester, UK]"],"affiliations":[{"raw_affiliation_string":"Department of Computation, UMIST (University of Manchester Institute of Science and Technology), Manchester, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"[Dept. of Comput., UMIST, Manchester, UK]","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043102098"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":null,"apc_paid":null,"fwci":3.9453,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.94196831,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"214","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9722999930381775,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/program-comprehension","display_name":"Program comprehension","score":0.8813074827194214},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.811377763748169},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.661800742149353},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.6099657416343689},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.49347150325775146},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4079275131225586},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39858725666999817},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.392559677362442},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3555721044540405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23432570695877075},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.14367756247520447},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.06137123703956604}],"concepts":[{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.8813074827194214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.811377763748169},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.661800742149353},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.6099657416343689},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.49347150325775146},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4079275131225586},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39858725666999817},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.392559677362442},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3555721044540405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23432570695877075},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.14367756247520447},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.06137123703956604},{"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:10.1109/wpc.2004.1311063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpc.2004.1311063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 12th IEEE International Workshop on Program Comprehension, 2004.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W563677092","https://openalex.org/W1499459826","https://openalex.org/W1523293200","https://openalex.org/W1683123947","https://openalex.org/W1826391448","https://openalex.org/W2098503353","https://openalex.org/W2110244733","https://openalex.org/W2122804569","https://openalex.org/W2123061534","https://openalex.org/W2124378517","https://openalex.org/W2127993567","https://openalex.org/W2152055123","https://openalex.org/W2153183909","https://openalex.org/W2159190066","https://openalex.org/W2164913793","https://openalex.org/W2164979608","https://openalex.org/W2167809408","https://openalex.org/W6631217308","https://openalex.org/W6676526991","https://openalex.org/W6941033635"],"related_works":["https://openalex.org/W2122804569","https://openalex.org/W2240979497","https://openalex.org/W2025599150","https://openalex.org/W3104152981","https://openalex.org/W1924474669","https://openalex.org/W2598318421","https://openalex.org/W3081644756","https://openalex.org/W4241100723","https://openalex.org/W2098192829","https://openalex.org/W2165862892"],"abstract_inverted_index":{"This":[0,121],"paper":[1,122],"presents":[2],"ongoing":[3],"work":[4,23,69],"on":[5,36,41,109],"using":[6],"data":[7,81,100],"mining":[8],"to":[9,79,89,101],"discover":[10],"knowledge":[11],"about":[12],"software":[13],"systems":[14],"thus":[15],"facilitating":[16],"program":[17],"comprehension.":[18],"We":[19],"discuss":[20],"how":[21],"this":[22,68],"fits":[24],"in":[25],"the":[26,53,56],"context":[27],"of":[28,58,67],"tool":[29],"supported":[30],"maintenance":[31],"and":[32,34,51,76,92,117],"comprehension":[33],"report":[35],"applying":[37],"a":[38,74,94],"new":[39],"methodology":[40,106],"C++":[42,83],"programs.":[43],"The":[44,65,105],"overall":[45],"framework":[46,96],"can":[47],"provide":[48],"practical":[49],"insights":[50],"guide":[52],"maintainer":[54],"through":[55],"specifics":[57],"systems,":[59],"assuming":[60],"little":[61],"familiarity":[62],"with":[63,124],"these.":[64],"contribution":[66],"is":[70,87,107],"two-fold:":[71],"it":[72],"provides":[73],"model":[75],"associated":[77],"method":[78],"extract":[80],"from":[82],"source":[84,112],"code":[85],"which":[86],"subsequently":[88],"be":[90],"mined,":[91],"evaluates":[93],"proposed":[95],"for":[97,126],"clustering":[98],"such":[99],"obtain":[102],"useful":[103],"knowledge.":[104],"evaluated":[108],"three":[110],"open":[111],"applications,":[113],"results":[114],"are":[115,119],"assessed":[116],"conclusions":[118],"presented.":[120],"concludes":[123],"directions":[125],"future":[127],"work.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
