{"id":"https://openalex.org/W2744065760","doi":"https://doi.org/10.22152/programming-journal.org/2018/2/2","title":"On the Effect of Semantically Enriched Context Models on Software Modularization","display_name":"On the Effect of Semantically Enriched Context Models on Software Modularization","publication_year":2017,"publication_date":"2017-08-04","ids":{"openalex":"https://openalex.org/W2744065760","doi":"https://doi.org/10.22152/programming-journal.org/2018/2/2","mag":"2744065760"},"language":"en","primary_location":{"id":"doi:10.22152/programming-journal.org/2018/2/2","is_oa":true,"landing_page_url":"https://doi.org/10.22152/programming-journal.org/2018/2/2","pdf_url":"https://arxiv.org/pdf/1708.01680v1","source":{"id":"https://openalex.org/S4210199781","display_name":"The Art Science and Engineering of Programming","issn_l":"2473-7321","issn":["2473-7321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Art, Science, and Engineering of Programming","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://arxiv.org/pdf/1708.01680v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Amir Saeidi","orcid":null},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Amir Saeidi","raw_affiliation_strings":["Utrecht University, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Utrecht University, Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jurriaan Hage","orcid":null},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jurriaan Hage","raw_affiliation_strings":["Universiteit Utrecht, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiteit Utrecht, Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ravi Khadka","orcid":null},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ravi Khadka","raw_affiliation_strings":["Utrecht University, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Utrecht University, Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"last","author":{"id":null,"display_name":"Slinger Jansen","orcid":null},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Slinger Jansen","raw_affiliation_strings":["Utrecht University, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Utrecht University, Netherlands","institution_ids":["https://openalex.org/I193662353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193662353"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14223624,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9825999736785889,"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":0.9825999736785889,"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/T12127","display_name":"Software System Performance and Reliability","score":0.0020000000949949026,"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"}},{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.0017000000225380063,"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/identifier","display_name":"Identifier","score":0.7843000292778015},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5860000252723694},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5737000107765198},{"id":"https://openalex.org/keywords/modular-programming","display_name":"Modular programming","score":0.5178999900817871},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4544000029563904},{"id":"https://openalex.org/keywords/dependency-graph","display_name":"Dependency graph","score":0.4498000144958496},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.4138999879360199},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.4032999873161316},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.35899999737739563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8226000070571899},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.7843000292778015},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5860000252723694},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5737000107765198},{"id":"https://openalex.org/C88482812","wikidata":"https://www.wikidata.org/wiki/Q6453666","display_name":"Modular programming","level":2,"score":0.5178999900817871},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4544000029563904},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.4498000144958496},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.4138999879360199},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40849998593330383},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.4032999873161316},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3864000141620636},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.35899999737739563},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3587000072002411},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.3463999927043915},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.33660000562667847},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3181000053882599},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.310699999332428},{"id":"https://openalex.org/C90312973","wikidata":"https://www.wikidata.org/wiki/Q7449052","display_name":"Semantic data model","level":2,"score":0.3089999854564667},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3046000003814697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30410000681877136},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30000001192092896},{"id":"https://openalex.org/C119839945","wikidata":"https://www.wikidata.org/wiki/Q6545185","display_name":"Unique identifier","level":3,"score":0.2964000105857849},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.29260000586509705},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.25290000438690186}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.22152/programming-journal.org/2018/2/2","is_oa":true,"landing_page_url":"https://doi.org/10.22152/programming-journal.org/2018/2/2","pdf_url":"https://arxiv.org/pdf/1708.01680v1","source":{"id":"https://openalex.org/S4210199781","display_name":"The Art Science and Engineering of Programming","issn_l":"2473-7321","issn":["2473-7321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Art, Science, and Engineering of Programming","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1708.01680","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1708.01680","pdf_url":"https://arxiv.org/pdf/1708.01680","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:uu:oai:dspace.library.uu.nl:1874/375951","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/375951","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Programming Journal, 2(1). AOSA Inc.","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.22152/programming-journal.org/2018/2/2","is_oa":true,"landing_page_url":"https://doi.org/10.22152/programming-journal.org/2018/2/2","pdf_url":"https://arxiv.org/pdf/1708.01680v1","source":{"id":"https://openalex.org/S4210199781","display_name":"The Art Science and Engineering of Programming","issn_l":"2473-7321","issn":["2473-7321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Art, Science, and Engineering of Programming","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2744065760.pdf","grobid_xml":"https://content.openalex.org/works/W2744065760.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Many":[0],"of":[1,31,40,59,124,132,139,147,194,197,204,218,225,236,265],"the":[2,10,32,37,41,45,49,53,62,67,95,100,108,133,145,160,166,169,192,195,198,205,214,223,254,262,266,277],"existing":[3],"approaches":[4],"for":[5,29,79,92,190,279],"program":[6,286],"comprehension":[7,287],"rely":[8],"on":[9,36,121,144,239,253],"linguistic":[11],"information":[12,64],"found":[13],"in":[14,44,48,271,285],"source":[15,50,54,80,134,243],"code,":[16],"such":[17,27,289],"as":[18,56,102,104,155,290],"identifier":[19,114],"names":[20],"and":[21,119,165,184,294],"comments.":[22],"Semantic":[23],"clustering":[24],"is":[25,141,201,227],"one":[26],"technique":[28],"modularization":[30,196],"system":[33,101],"that":[34,97,186,210,246,282],"relies":[35],"informal":[38],"semantics":[39],"program,":[42],"encoded":[43],"vocabulary":[46],"used":[47,91],"code.":[51,135],"Treating":[52],"code":[55,81],"a":[57,85,128,153,156,232,273],"collection":[58],"tokens":[60],"loses":[61],"semantic":[63,86],"embedded":[65],"within":[66],"identifiers.":[68,173],"We":[69,174],"try":[70],"to":[71,83,115,126,151,163,179,213,261],"overcome":[72],"this":[73,122],"problem":[74],"by":[75,187,229],"introducing":[76,188,272],"context":[77,125,140,206,274],"models":[78,207],"identifiers":[82,150,164],"obtain":[84],"kernel,":[87],"which":[88],"can":[89],"be":[90],"both":[93],"deriving":[94],"topics":[96,248],"run":[98],"through":[99,249],"well":[103],"their":[105],"clustering.":[106],"In":[107,220],"first":[109],"model,":[110],"we":[111],"abstract":[112],"an":[113,241],"its":[116],"type":[117],"representation":[118,131,217,264],"build":[120],"notion":[123,138],"construct":[127],"contextual":[129,255],"vector":[130,216],"The":[136,268],"second":[137],"defined":[142],"based":[143],"flow":[146],"data":[148,170],"between":[149,172],"represent":[152,168],"module":[154],"dependency":[157],"graph":[158],"where":[159],"nodes":[161],"correspond":[162],"edges":[167],"dependencies":[171],"have":[175],"applied":[176],"our":[177,237],"approach":[178,238,270],"10":[180],"medium-sized":[181],"Java":[182],"projects,":[183],"show":[185],"contexts":[189],"identifiers,":[191],"quality":[193],"software":[199],"systems":[200],"improved.":[202],"Both":[203],"give":[208],"results":[209],"are":[211,257],"superior":[212],"plain":[215,263],"documents.":[219,267],"some":[221],"cases,":[222],"authoritativeness":[224],"decompositions":[226],"improved":[228],"66%.":[230],"Furthermore,":[231],"more":[233,258],"detailed":[234],"evaluation":[235],"JEdit,":[240],"open":[242],"editor,":[244],"demonstrates":[245],"inferred":[247],"performing":[250],"topic":[251,295],"analysis":[252],"representations":[256],"meaningful":[259],"compared":[260],"proposed":[269],"model":[275],"paves":[276],"way":[278],"building":[280],"tools":[281],"support":[283],"developers":[284],"tasks":[288],"domain":[291],"concept":[292],"location":[293],"analysis.":[296]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-08-17T00:00:00"}