{"id":"https://openalex.org/W2591894752","doi":"https://doi.org/10.5277/e-inf170101","title":"ECLogger: Cross-Project Catch-Block Logging Prediction Using Ensemble of Classifiers","display_name":"ECLogger: Cross-Project Catch-Block Logging Prediction Using Ensemble of Classifiers","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2591894752","doi":"https://doi.org/10.5277/e-inf170101","mag":"2591894752"},"language":"en","primary_location":{"id":"pmh:oai:dbc.wroc.pl:37392","is_oa":true,"landing_page_url":"https://dbc.wroc.pl/dlibra/publication/41429/edition/37392/content","pdf_url":null,"source":{"id":"https://openalex.org/S4210167977","display_name":"Prace Naukowe Uniwersytetu Ekonomicznego we Wroc\u0142awiu","issn_l":"1899-3192","issn":["1899-3192","2392-0041"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4322697539","host_organization_name":"Wroclaw University of Economics","host_organization_lineage":["https://openalex.org/P4322697539"],"host_organization_lineage_names":["Wroclaw University of Economics"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Politechnika Wroc\u0142awska","raw_type":"artyku\u0142"},"type":"article","indexed_in":["datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dbc.wroc.pl/dlibra/publication/41429/edition/37392/content","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064122730","display_name":"Sangeeta Lal","orcid":"https://orcid.org/0000-0002-3734-7871"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Lal, Sangeeta","raw_affiliation_strings":["Jaypee Institute of Information Technology, Noida, Uttar-Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, Noida, Uttar-Pradesh, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070964598","display_name":"Neetu Sardana","orcid":"https://orcid.org/0000-0003-0608-3487"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sardana, Neetu","raw_affiliation_strings":["Jaypee Institute of Information Technology, Noida, Uttar-Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, Noida, Uttar-Pradesh, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029699582","display_name":"Ashish Sureka","orcid":"https://orcid.org/0000-0001-6084-9661"},"institutions":[{"id":"https://openalex.org/I4210141791","display_name":"ABB (India)","ror":"https://ror.org/0461kck49","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210141791","https://openalex.org/I885143765"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sureka, Ashish","raw_affiliation_strings":["ABB Corporate Research, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"ABB Corporate Research, Bangalore, India","institution_ids":["https://openalex.org/I4210141791"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064122730"],"corresponding_institution_ids":["https://openalex.org/I154970844"],"apc_list":null,"apc_paid":null,"fwci":2.654,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92509435,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9991000294685364,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/logging","display_name":"Logging","score":0.7098498940467834},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6259902119636536},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.514802873134613},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.18240830302238464},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13338440656661987},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12259641289710999},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.03385463356971741}],"concepts":[{"id":"https://openalex.org/C125620115","wikidata":"https://www.wikidata.org/wiki/Q845249","display_name":"Logging","level":2,"score":0.7098498940467834},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6259902119636536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.514802873134613},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.18240830302238464},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13338440656661987},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12259641289710999},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.03385463356971741}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:dbc.wroc.pl:37392","is_oa":true,"landing_page_url":"https://dbc.wroc.pl/dlibra/publication/41429/edition/37392/content","pdf_url":null,"source":{"id":"https://openalex.org/S4210167977","display_name":"Prace Naukowe Uniwersytetu Ekonomicznego we Wroc\u0142awiu","issn_l":"1899-3192","issn":["1899-3192","2392-0041"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4322697539","host_organization_name":"Wroclaw University of Economics","host_organization_lineage":["https://openalex.org/P4322697539"],"host_organization_lineage_names":["Wroclaw University of Economics"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Politechnika Wroc\u0142awska","raw_type":"artyku\u0142"},{"id":"pmh:oai:doaj.org/article:7870376747ef4c3882aaac0fdcfec965","is_oa":true,"landing_page_url":"https://doaj.org/article/7870376747ef4c3882aaac0fdcfec965","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"e-Informatica Software Engineering Journal, Vol 11, Iss 1, Pp 9-40 (2017)","raw_type":"article"},{"id":"doi:10.5277/e-inf170101","is_oa":true,"landing_page_url":"https://doi.org/10.5277/e-inf170101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:dbc.wroc.pl:37392","is_oa":true,"landing_page_url":"https://dbc.wroc.pl/dlibra/publication/41429/edition/37392/content","pdf_url":null,"source":{"id":"https://openalex.org/S4210167977","display_name":"Prace Naukowe Uniwersytetu Ekonomicznego we Wroc\u0142awiu","issn_l":"1899-3192","issn":["1899-3192","2392-0041"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4322697539","host_organization_name":"Wroclaw University of Economics","host_organization_lineage":["https://openalex.org/P4322697539"],"host_organization_lineage_names":["Wroclaw University of Economics"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Politechnika Wroc\u0142awska","raw_type":"artyku\u0142"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W605727707","https://openalex.org/W1532325895","https://openalex.org/W1534477342","https://openalex.org/W1563375353","https://openalex.org/W1563576199","https://openalex.org/W1580582323","https://openalex.org/W1619226191","https://openalex.org/W1630964756","https://openalex.org/W1656679015","https://openalex.org/W1777226941","https://openalex.org/W1873332500","https://openalex.org/W1881647329","https://openalex.org/W1912151884","https://openalex.org/W1924689489","https://openalex.org/W1966280301","https://openalex.org/W1981075560","https://openalex.org/W1988790447","https://openalex.org/W1989049987","https://openalex.org/W1992345889","https://openalex.org/W2001599472","https://openalex.org/W2007908856","https://openalex.org/W2027147096","https://openalex.org/W2028617807","https://openalex.org/W2035731137","https://openalex.org/W2038917214","https://openalex.org/W2039157918","https://openalex.org/W2050496630","https://openalex.org/W2084022149","https://openalex.org/W2086530517","https://openalex.org/W2102632804","https://openalex.org/W2109044768","https://openalex.org/W2109178099","https://openalex.org/W2112076978","https://openalex.org/W2115403315","https://openalex.org/W2122838776","https://openalex.org/W2128182542","https://openalex.org/W2133990480","https://openalex.org/W2134789917","https://openalex.org/W2137723287","https://openalex.org/W2141434237","https://openalex.org/W2146324054","https://openalex.org/W2149203879","https://openalex.org/W2150874999","https://openalex.org/W2151698208","https://openalex.org/W2152761983","https://openalex.org/W2153353890","https://openalex.org/W2153522563","https://openalex.org/W2160958420","https://openalex.org/W2161086411","https://openalex.org/W2170114245","https://openalex.org/W2170890990","https://openalex.org/W2212842498","https://openalex.org/W2254459523","https://openalex.org/W2374823395","https://openalex.org/W2385483600","https://openalex.org/W2398995299","https://openalex.org/W2463592278","https://openalex.org/W2508565087","https://openalex.org/W2912934387","https://openalex.org/W2945987540"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2373969208","https://openalex.org/W2578023326","https://openalex.org/W2800852182","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W2177102068"],"abstract_inverted_index":{"Background:":[0],"Software":[1],"developers":[2],"insert":[3],"log":[4,20],"statements":[5,21],"in":[6,22,36,135],"the":[7,17,23,63,93,136,154,190,194,204,211],"source":[8,24,146],"code":[9,25],"to":[10,68,153],"record":[11],"program":[12],"execution":[13],"information.":[14],"However,":[15],"optimizing":[16],"number":[18],"of":[19,62,109,164],"is":[26,67,80,83,207],"challenging.":[27],"Machine":[28],"learning":[29],"based":[30,177],"within-project":[31],"logging":[32,57,71,89],"prediction":[33,72,90],"tools,":[34],"proposed":[35,78],"previous":[37],"studies,":[38],"may":[39],"not":[40],"be":[41],"suitable":[42],"for":[43],"new":[44],"or":[45],"small":[46],"software":[47,51],"projects.":[48,213],"For":[49],"such":[50,181],"projects,":[52],"we":[53],"can":[54],"use":[55,96],"cross-project":[56,70],"prediction.":[58],"Aim:":[59],"The":[60,77,107,175,200],"aim":[61],"study":[64],"presented":[65],"here":[66],"investigate":[69],"methods":[73],"and":[74,102,121,128,144,161,168,186],"techniques.":[75,106],"Method:":[76],"method":[79],"ECLogger,":[81],"which":[82],"a":[84,132],"novel,":[85],"ensemble-based,":[86],"cross-project,":[87],"catch-block":[88],"model.":[91],"In":[92],"research":[94],"We":[95],"9":[97],"base":[98],"classifiers":[99],"were":[100],"used":[101],"combined":[103],"using":[104],"ensemble":[105,179],"performance":[108],"ECLogger":[110,124,126,129,157,195],"was":[111],"evaluated":[112],"on":[113,114,141,178],"three":[115],"open-source":[116],"Java":[117],"projects:":[118],"Tomcat,":[119],"CloudStack":[120,205],"Hadoop.":[122],"Results:":[123],"Bagging,":[125],"AverageVote,":[127],"MajorityVote":[130],"show":[131,202],"considerable":[133],"improvement":[134],"average":[137,184],"Logged":[138],"F-measure":[139],"(LF)":[140],"3,":[142],"5,":[143],"4":[145],"->":[147],"target":[148],"project":[149,206],"pairs,":[150],"respectively,":[151],"compared":[152],"baseline":[155,191],"classifiers.":[156],"AverageVote":[158,196],"performs":[159,198],"best":[160],"shows":[162],"improvements":[163],"3.12%":[165],"(average":[166,170],"LF)":[167],"6.08%":[169],"ACC":[171],"\u2013":[172],"Accuracy).":[173],"Conclusion:":[174],"classifier":[176],"techniques,":[180],"as":[182],"bagging,":[183],"vote,":[185],"majority":[187],"vote":[188],"outperforms":[189],"classifier.":[192],"Overall,":[193],"model":[197],"best.":[199],"results":[201],"that":[203],"more":[208],"generalizable":[209],"than":[210],"other":[212]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}