{"id":"https://openalex.org/W2900556484","doi":"https://doi.org/10.1109/synasc.2017.00047","title":"An Unsupervised Learning Based Conceptual Coupling Measure","display_name":"An Unsupervised Learning Based Conceptual Coupling Measure","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2900556484","doi":"https://doi.org/10.1109/synasc.2017.00047","mag":"2900556484"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/synasc.2017.00047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5081215249","display_name":"Diana-Lucia Miholca","orcid":"https://orcid.org/0000-0002-3832-7848"},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"funder","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Diana-Lucia Miholca","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052905844","display_name":"Gabriela Czibula","orcid":"https://orcid.org/0000-0001-7852-681X"},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"funder","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Gabriela Czibula","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028618793","display_name":"Zsuzsanna Marian","orcid":"https://orcid.org/0000-0001-9006-0389"},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"funder","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Zsuzsanna Marian","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028354259","display_name":"Istv\u00e1n Gergely Czibula","orcid":"https://orcid.org/0000-0003-0076-584X"},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"funder","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Istvan-Gergely Czibula","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.358,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":3,"citation_normalized_percentile":{"value":0.403912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":75,"max":77},"biblio":{"volume":"abs 1310 4546","issue":null,"first_page":"247","last_page":"254"},"is_retracted":false,"is_paratext":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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9934,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9932,"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/program-comprehension","display_name":"Program comprehension","score":0.5865897},{"id":"https://openalex.org/keywords/software-maintenance","display_name":"Software Maintenance","score":0.5097906},{"id":"https://openalex.org/keywords/representation","display_name":"Representation","score":0.49431825},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.4469284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6940644},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.6160075},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.5865897},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5733229},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.57307047},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.5323912},{"id":"https://openalex.org/C101317890","wikidata":"https://www.wikidata.org/wiki/Q940053","display_name":"Software maintenance","level":4,"score":0.5097906},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49431825},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.49143302},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.48563805},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.48045295},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.4469284},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3629529},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3600018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33455423},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25808087},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14483792},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12613872},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/synasc.2017.00047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":40,"referenced_works":["https://openalex.org/W1483909793","https://openalex.org/W1532325895","https://openalex.org/W1534714852","https://openalex.org/W1610560206","https://openalex.org/W1615991656","https://openalex.org/W176428913","https://openalex.org/W1997885138","https://openalex.org/W2002554536","https://openalex.org/W2005340049","https://openalex.org/W2015729052","https://openalex.org/W2047345132","https://openalex.org/W2068382122","https://openalex.org/W2081917329","https://openalex.org/W2101234009","https://openalex.org/W2104444223","https://openalex.org/W2106028848","https://openalex.org/W2110220994","https://openalex.org/W2111643214","https://openalex.org/W2112376429","https://openalex.org/W2115941721","https://openalex.org/W2123551785","https://openalex.org/W2128728535","https://openalex.org/W2131744502","https://openalex.org/W2132762162","https://openalex.org/W2133028937","https://openalex.org/W2137367944","https://openalex.org/W2139543149","https://openalex.org/W2153579005","https://openalex.org/W2164403426","https://openalex.org/W2402703254","https://openalex.org/W2913217271","https://openalex.org/W2949547296","https://openalex.org/W3161262291","https://openalex.org/W4213009331","https://openalex.org/W4214568865","https://openalex.org/W4230684117","https://openalex.org/W4241755296","https://openalex.org/W4247446713","https://openalex.org/W4294170691","https://openalex.org/W4301149533"],"related_works":["https://openalex.org/W53653089","https://openalex.org/W4240565647","https://openalex.org/W3008773848","https://openalex.org/W2883301371","https://openalex.org/W2460969868","https://openalex.org/W2367846948","https://openalex.org/W2136808032","https://openalex.org/W2098192829","https://openalex.org/W2066182606","https://openalex.org/W1976708233"],"abstract_inverted_index":{"An":[0],"essential":[1],"characteristic":[2],"of":[3,53,62,100,119],"a":[4,16,41],"software":[5,27,47,64,92,133],"system,":[6],"which":[7,49],"is":[8,22],"strongly":[9],"related":[10],"to":[11,71,108,127],"its":[12,130],"quality":[13],"and":[14,34,126],"has":[15],"major":[17],"impact":[18],"on":[19],"program":[20],"comprehension,":[21],"coupling.":[23],"The":[24],"coupling":[25,42,52,57,114,120,124],"between":[26,90],"components":[28],"also":[29,128],"significantly":[30],"influences":[31],"the":[32,60,75,83,87,111,122],"maintenance":[33],"evolution.":[35],"We":[36,85],"propose":[37],"in":[38,82],"this":[39],"paper":[40],"measure":[43,115],"for":[44,132],"Object-Oriented":[45],"(OO)":[46],"systems":[48],"quantifies":[50],"conceptual":[51,88,113],"application":[54],"classes.":[55],"Conceptual":[56],"measures":[58,125],"how":[59],"sources":[61],"different":[63],"entities":[65,93],"(components,":[66],"classes,":[67],"modules,":[68],"etc.)":[69,80],"relate":[70],"each":[72],"other,":[73],"considering":[74],"textual":[76],"information":[77],"(identifiers,":[78],"comments,":[79],"contained":[81],"code.":[84],"express":[86],"relationship":[89],"two":[91],"using":[94],"an":[95],"unsupervisedly":[96],"learned":[97],"high-dimensional":[98],"representation":[99],"their":[101],"text":[102],"descriptions.":[103],"Several":[104],"experiments":[105],"are":[106],"conducted":[107],"emphasize":[109],"that":[110],"proposed":[112],"expresses":[116],"other":[117],"aspects":[118],"than":[121],"structural":[123],"test":[129],"effectiveness":[131],"restructuring":[134],"at":[135],"package":[136],"level.":[137]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2900556484","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-04-19T09:34:05.801070","created_date":"2018-11-29"}