{"id":"https://openalex.org/W3177101187","doi":"https://doi.org/10.1145/3463274.3463315","title":"Human-level Ordinal Maintainability Prediction Based on Static Code Metrics","display_name":"Human-level Ordinal Maintainability Prediction Based on Static Code Metrics","publication_year":2021,"publication_date":"2021-06-18","ids":{"openalex":"https://openalex.org/W3177101187","doi":"https://doi.org/10.1145/3463274.3463315","mag":"3177101187"},"language":"en","primary_location":{"id":"doi:10.1145/3463274.3463315","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3463274.3463315","pdf_url":null,"source":{"id":"https://openalex.org/S4306418396","display_name":"Evaluation and Assessment in Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evaluation and Assessment in Software Engineering","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/A5085084143","display_name":"Markus Schnappinger","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Schnappinger","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054796189","display_name":"Arnaud Fietzke","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arnaud Fietzke","raw_affiliation_strings":["itestra GmbH, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"itestra GmbH, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002011805","display_name":"Alexander Pretschner","orcid":"https://orcid.org/0000-0002-5573-1201"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Pretschner","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9945,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87367442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"160","last_page":"169"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9994000196456909,"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":0.9973000288009644,"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/maintainability","display_name":"Maintainability","score":0.9119534492492676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7540339231491089},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5763859748840332},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5475373268127441},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.5186373591423035},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.489743709564209},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.46084877848625183},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43945014476776123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4344770014286041},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.42999354004859924},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.41761428117752075},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41066625714302063},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.39665457606315613},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.23293662071228027},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21267402172088623}],"concepts":[{"id":"https://openalex.org/C160713754","wikidata":"https://www.wikidata.org/wiki/Q1389965","display_name":"Maintainability","level":2,"score":0.9119534492492676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7540339231491089},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5763859748840332},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5475373268127441},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.5186373591423035},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.489743709564209},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.46084877848625183},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43945014476776123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4344770014286041},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.42999354004859924},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.41761428117752075},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41066625714302063},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.39665457606315613},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.23293662071228027},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21267402172088623},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3463274.3463315","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3463274.3463315","pdf_url":null,"source":{"id":"https://openalex.org/S4306418396","display_name":"Evaluation and Assessment in Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W46141119","https://openalex.org/W1484864026","https://openalex.org/W1583700199","https://openalex.org/W1603827868","https://openalex.org/W1627575552","https://openalex.org/W1715060064","https://openalex.org/W1964962870","https://openalex.org/W1978918172","https://openalex.org/W1980316588","https://openalex.org/W1985048544","https://openalex.org/W1997855593","https://openalex.org/W1998025025","https://openalex.org/W2014418158","https://openalex.org/W2020453867","https://openalex.org/W2044802063","https://openalex.org/W2050655567","https://openalex.org/W2062937278","https://openalex.org/W2080406045","https://openalex.org/W2081917329","https://openalex.org/W2106615747","https://openalex.org/W2119887272","https://openalex.org/W2131712385","https://openalex.org/W2134058295","https://openalex.org/W2148143831","https://openalex.org/W2158864412","https://openalex.org/W2343875716","https://openalex.org/W2402478911","https://openalex.org/W2501295772","https://openalex.org/W2766296277","https://openalex.org/W2884453255","https://openalex.org/W2895352056","https://openalex.org/W2954017061","https://openalex.org/W2954327103","https://openalex.org/W2966679659","https://openalex.org/W2968919339","https://openalex.org/W2969674096","https://openalex.org/W2981731882","https://openalex.org/W2989103899","https://openalex.org/W2997591727","https://openalex.org/W3044934120","https://openalex.org/W3047103894","https://openalex.org/W3097329333","https://openalex.org/W3104103145","https://openalex.org/W3104723315","https://openalex.org/W3112073754","https://openalex.org/W3162344419","https://openalex.org/W4255085637","https://openalex.org/W4298042201","https://openalex.org/W4299689471","https://openalex.org/W4394531633"],"related_works":["https://openalex.org/W4297405021","https://openalex.org/W2898849627","https://openalex.org/W2117761936","https://openalex.org/W2350814737","https://openalex.org/W2805617726","https://openalex.org/W2969111742","https://openalex.org/W4298156561","https://openalex.org/W1930889954","https://openalex.org/W2763289028","https://openalex.org/W2357653412"],"abstract_inverted_index":{"One":[0],"of":[1,15,44],"the":[2,10,42],"greatest":[3],"challenges":[4],"in":[5],"software":[6],"quality":[7],"control":[8],"is":[9],"efficient":[11],"and":[12,24],"effective":[13],"measurement":[14],"maintainability.":[16],"Thorough":[17],"expert":[18],"assessments":[19],"are":[20],"precise":[21],"yet":[22,32],"slow":[23],"expensive,":[25],"whereas":[26],"automated":[27],"static":[28],"analysis":[29],"yields":[30],"imprecise":[31],"rapid":[33],"feedback.":[34],"Several":[35],"machine":[36],"learning":[37],"approaches":[38],"aim":[39],"to":[40],"integrate":[41],"advantages":[43],"both":[45],"concepts.":[46]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
