{"id":"https://openalex.org/W4221144146","doi":"https://doi.org/10.1145/3510003.3510078","title":"Conflict-aware inference of python compatible runtime environments with domain knowledge graph","display_name":"Conflict-aware inference of python compatible runtime environments with domain knowledge graph","publication_year":2022,"publication_date":"2022-05-21","ids":{"openalex":"https://openalex.org/W4221144146","doi":"https://doi.org/10.1145/3510003.3510078"},"language":"en","primary_location":{"id":"doi:10.1145/3510003.3510078","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3510003.3510078","pdf_url":null,"source":{"id":"https://openalex.org/S4363608872","display_name":"Proceedings of the 44th International Conference on 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":"Proceedings of the 44th International Conference on 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/A5100710505","display_name":"Wei Cheng","orcid":"https://orcid.org/0000-0001-6128-7293"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Cheng","raw_affiliation_strings":["Nanjing University, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021211025","display_name":"Xiangrong Zhu","orcid":"https://orcid.org/0000-0002-3791-7942"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangrong Zhu","raw_affiliation_strings":["Nanjing University, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100727084","display_name":"Wei Hu","orcid":"https://orcid.org/0000-0003-3635-6335"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Hu","raw_affiliation_strings":["Nanjing University, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100710505"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":2.3317,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90313225,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"451","last_page":"461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9990000128746033,"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":0.9990000128746033,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9848999977111816,"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":0.9560999870300293,"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/python","display_name":"Python (programming language)","score":0.8693448305130005},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8543573617935181},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.6605836749076843},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5732104778289795},{"id":"https://openalex.org/keywords/dependency-graph","display_name":"Dependency graph","score":0.4989645481109619},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.46908560395240784},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42774683237075806},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.33320122957229614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2368054986000061}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8693448305130005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8543573617935181},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.6605836749076843},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5732104778289795},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.4989645481109619},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.46908560395240784},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42774683237075806},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.33320122957229614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2368054986000061}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3510003.3510078","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3510003.3510078","pdf_url":null,"source":{"id":"https://openalex.org/S4363608872","display_name":"Proceedings of the 44th International Conference on 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":"Proceedings of the 44th International Conference on Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7284953509","display_name":null,"funder_award_id":"61872172","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W5815757","https://openalex.org/W1605798759","https://openalex.org/W2066894451","https://openalex.org/W2078554649","https://openalex.org/W2116758077","https://openalex.org/W2185680923","https://openalex.org/W2591716920","https://openalex.org/W2952127605","https://openalex.org/W3000470412","https://openalex.org/W3125402553","https://openalex.org/W3151985441","https://openalex.org/W3163379266","https://openalex.org/W4285075659","https://openalex.org/W4289694448"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W2207495067","https://openalex.org/W1906486629","https://openalex.org/W2789551765","https://openalex.org/W4255698536","https://openalex.org/W4376486317"],"abstract_inverted_index":{"Code":[0],"sharing":[1],"and":[2,63,113,124,140,177],"reuse":[3],"is":[4,20],"a":[5,13,33,76,88,106,157,174],"widespread":[6],"use":[7],"practice":[8],"in":[9,75,121,145],"software":[10],"engineering.":[11],"Although":[12],"vast":[14],"amount":[15],"of":[16,42,80,152],"open-source":[17],"Python":[18,43,61,94,110,122,125],"code":[19,62],"accessible":[21],"on":[22,173],"many":[23],"online":[24],"platforms,":[25],"programmers":[26],"often":[27],"find":[28],"it":[29],"difficult":[30],"to":[31,57,91,162],"restore":[32],"successful":[34],"runtime":[35,96],"environment.":[36],"Previous":[37],"studies":[38,51],"validated":[39],"automatic":[40],"inference":[41],"dependencies":[44],"using":[45],"pre-built":[46],"knowledge":[47,56,100],"bases.":[48],"However,":[49],"these":[50],"do":[52],"not":[53],"cover":[54],"sufficient":[55],"accurately":[58],"match":[59],"the":[60,66,133,137,141,149,165],"also":[64],"ignore":[65],"potential":[67],"conflicts":[68],"between":[69,136,167],"their":[70],"inferred":[71],"dependencies,":[72],"thus":[73],"resulting":[74],"low":[77],"success":[78],"rate":[79],"inference.":[81],"In":[82],"this":[83],"paper,":[84],"we":[85,104,155],"propose":[86,156],"PyCRE,":[87],"new":[89],"approach":[90],"automatically":[92],"inferring":[93],"compatible":[95],"environments":[97],"with":[98],"domain":[99],"graph":[101,159],"(KG).":[102],"Specifically,":[103],"design":[105],"domain-specific":[107],"ontology":[108],"for":[109,116],"third-party":[111,142],"packages":[112,120],"construct":[114],"KGs":[115],"over":[117],"10,000":[118],"popular":[119],"2":[123],"3.":[126],"PyCRE":[127,169],"discovers":[128],"candidate":[129],"libraries":[130,139],"by":[131],"measuring":[132],"matching":[134],"degree":[135],"known":[138],"resources":[143],"used":[144],"target":[146],"code.":[147],"For":[148],"NP-complete":[150],"problem":[151],"dependency":[153],"solving,":[154],"heuristic":[158],"traversal":[160],"algorithm":[161],"efficiently":[163,178],"guarantee":[164],"compatibility":[166],"packages.":[168],"achieves":[170],"superior":[171],"performance":[172],"real-world":[175],"dataset":[176],"resolves":[179],"nearly":[180],"half":[181],"more":[182],"import":[183],"errors":[184],"than":[185],"previous":[186],"methods.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}