{"id":"https://openalex.org/W2407523933","doi":"https://doi.org/10.5220/0004897400990108","title":"A Framework for the Discovery of Predictive Fix-time Models","display_name":"A Framework for the Discovery of Predictive Fix-time Models","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2407523933","doi":"https://doi.org/10.5220/0004897400990108","mag":"2407523933"},"language":"en","primary_location":{"id":"doi:10.5220/0004897400990108","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004897400990108","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0004897400990108","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022488945","display_name":"Francesco Folino","orcid":"https://orcid.org/0000-0002-4952-1187"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francesco Folino","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025844977","display_name":"Massimo Guarascio","orcid":"https://orcid.org/0000-0001-7711-9833"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Massimo Guarascio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5051833173","display_name":"Luigi Pontieri","orcid":"https://orcid.org/0000-0003-4513-0362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luigi Pontieri","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994000196456909,"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":0.9994000196456909,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9939000010490417,"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/computer-science","display_name":"Computer science","score":0.8023092746734619},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6589200496673584},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6506495475769043},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5204699039459229},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5109459757804871},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.4890490472316742},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.4664444625377655},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42839476466178894},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.1681627631187439},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12253335118293762},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10154843330383301},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09314039349555969},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.0902022123336792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8023092746734619},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6589200496673584},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6506495475769043},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5204699039459229},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5109459757804871},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.4890490472316742},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.4664444625377655},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42839476466178894},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.1681627631187439},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12253335118293762},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10154843330383301},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09314039349555969},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0902022123336792}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0004897400990108","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004897400990108","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0004897400990108","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004897400990108","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2378076731","https://openalex.org/W4286888643","https://openalex.org/W3210795196","https://openalex.org/W2088988140","https://openalex.org/W2103019253","https://openalex.org/W2951529875","https://openalex.org/W2391453316","https://openalex.org/W2297768894","https://openalex.org/W1988064119","https://openalex.org/W4236625958"],"abstract_inverted_index":{"Fix-time":[0],"prediction":[1,75,212,255],"is":[2,36,173],"a":[3,29,46,166,169,204,216,235],"key":[4],"task":[5],"in":[6,113,118,128,165,253],"bug":[7,30,62,82,124,129,232],"tracking":[8],"systems,":[9],"which":[10],"has":[11],"been":[12],"attracting":[13],"the":[14,25,32,50,53,56,74,77,87,104,111,122,131,138,147,162,176,193,220,231,241,247,254],"attention":[15],"of":[16,28,43,52,58,76,89,98,103,140,149,178,184,206,234,243,249,256],"data-mining":[17],"researchers.\r\n\r\nHowever,":[18],"traditional":[19],"approaches":[20],"only":[21],"try":[22,108],"to":[23,109,121,160,195],"estimate":[24,48],"overall":[26],"fix-time":[27,79,141],"at":[31],"moment":[33],"when":[34],"it":[35,134],"initially":[37],"reported,":[38],"and":[39,117,188,202,225,246],"do":[40],"not":[41],"care":[42],"updating":[44],"such":[45,215],"preliminary":[47],"during":[49],"life":[51],"bug.\r\n\r\nAnd":[54],"yet,":[55],"sequence":[57],"actions":[59],"performed":[60],"on":[61,227],"properties":[63],"(e.g.,":[64],"its":[65],"priority/criticality":[66],"level,":[67],"status":[68],"or":[69,155],"assignee)":[70],"can":[71,143],"help":[72],"refine":[73],"(remaining)":[78],"for":[80,175,209],"any":[81],"still":[83],"open,":[84],"by":[85],"adopting":[86],"strategy":[88],"predictive":[90],"Process":[91],"Mining":[92],"techniques.\r\n\r\nSince":[93],"typical":[94],"bug-tracking":[95],"systems":[96],"lack":[97],"an":[99,198],"articulated":[100],"task-oriented":[101],"description":[102],"resolution":[105],"process,":[106],"we":[107],"support":[110],"analyst":[112,194],"extracting":[114,210],"relevant":[115],"activities,":[116],"mapping":[119],"them":[120],"low-level":[123],"attribute":[125],"modifications":[126],"stored":[127],"histories.\r\n\r\nOn":[130],"other":[132],"hand,":[133],"was":[135,223],"shown":[136],"that":[137],"accuracy":[139],"predictors":[142],"be":[144],"improved":[145],"with":[146],"injection":[148],"derived":[150,251],"data,":[151],"encoding":[152],"summarized":[153],"statistics":[154],"high-level":[156],"information.":[157],"\r\n\r\nIn":[158],"order":[159],"address":[161],"above":[163],"issues":[164],"systematic":[167],"manner,":[168],"comprehensive":[170],"methodological":[171],"framework":[172],"defined":[174],"analysis":[177],"bug-like":[179],"repositories,":[180],"combining":[181],"two":[182],"kinds":[183],"tools:":[185],"(i)":[186],"modular":[187],"flexible":[189],"data-transformation":[190],"mechanisms,":[191],"allowing":[192],"easily":[196],"produce":[197],"enhanced":[199],"process-oriented":[200],"log,":[201],"(ii)":[203],"collection":[205],"induction":[207],"techniques,":[208],"effective":[211],"models":[213],"from":[214,230],"log.\r\n\r\nA":[217],"toolkit":[218],"supporting":[219],"whole":[221],"approach":[222],"developed,":[224],"tested":[226],"real":[228],"data":[229,252],"repository":[233],"popular":[236],"open-source":[237],"project.\r\n\r\nPreliminary":[238],"results":[239],"confirm":[240],"validity":[242],"our":[244],"proposal,":[245],"advantage":[248],"exploiting":[250],"fix":[257],"times.":[258]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}