{"id":"https://openalex.org/W1479813514","doi":"https://doi.org/10.1007/978-3-642-14533-9_22","title":"Research on an Educational Software Defect Prediction Model Based on SVM","display_name":"Research on an Educational Software Defect Prediction Model Based on SVM","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1479813514","doi":"https://doi.org/10.1007/978-3-642-14533-9_22","mag":"1479813514"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-14533-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-14533-9_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5062243742","display_name":"Guangjie Liu","orcid":"https://orcid.org/0000-0003-4729-7406"},"institutions":[{"id":"https://openalex.org/I202028630","display_name":"Changchun Normal University","ror":"https://ror.org/00cbhey71","country_code":"CN","type":"education","lineage":["https://openalex.org/I202028630"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guang-jie Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Changchun Normal University, Changchun, 130032, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Changchun Normal University, Changchun, 130032, China","institution_ids":["https://openalex.org/I202028630"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028467074","display_name":"Wenyong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen-yong Wang","raw_affiliation_strings":["Software College of Northeast Normal University, Changchun, 130024, China"],"affiliations":[{"raw_affiliation_string":"Software College of Northeast Normal University, Changchun, 130024, China","institution_ids":["https://openalex.org/I184983240"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062243742"],"corresponding_institution_ids":["https://openalex.org/I202028630"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.10538642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"215","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9951000213623047,"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":0.9951000213623047,"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":0.9884999990463257,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9692999720573425,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8267852067947388},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6233701705932617},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.6096584796905518},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.543828010559082},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.533465564250946},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5292144417762756},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.4942043125629425},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4864082336425781},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4829944372177124},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4745562672615051},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4621790945529938},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3724927306175232},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37171754240989685},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3489796221256256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33255890011787415},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09646561741828918},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.060474932193756104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8267852067947388},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6233701705932617},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.6096584796905518},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.543828010559082},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.533465564250946},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5292144417762756},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.4942043125629425},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4864082336425781},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4829944372177124},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4745562672615051},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4621790945529938},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3724927306175232},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37171754240989685},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3489796221256256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33255890011787415},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09646561741828918},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.060474932193756104},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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:10.1007/978-3-642-14533-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-14533-9_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W209488640","https://openalex.org/W1549845304","https://openalex.org/W1554758995","https://openalex.org/W1577050620","https://openalex.org/W1856203234","https://openalex.org/W1980801609","https://openalex.org/W2059621895","https://openalex.org/W2144186655","https://openalex.org/W2167830984","https://openalex.org/W2734354981"],"related_works":["https://openalex.org/W4360910036","https://openalex.org/W2798385000","https://openalex.org/W1602996893","https://openalex.org/W4320067626","https://openalex.org/W2187488199","https://openalex.org/W2183508512","https://openalex.org/W3014006153","https://openalex.org/W4224250221","https://openalex.org/W2031021105","https://openalex.org/W3034143783"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}