{"id":"https://openalex.org/W4391979642","doi":"https://doi.org/10.1145/3641399.3641416","title":"A Hierarchical Attention Networks based Model for Bug Report Prioritization","display_name":"A Hierarchical Attention Networks based Model for Bug Report Prioritization","publication_year":2024,"publication_date":"2024-02-20","ids":{"openalex":"https://openalex.org/W4391979642","doi":"https://doi.org/10.1145/3641399.3641416"},"language":"en","primary_location":{"id":"doi:10.1145/3641399.3641416","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641399.3641416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Innovations in Software Engineering Conference","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/A5013996222","display_name":"Anurag Yadav","orcid":"https://orcid.org/0009-0003-6672-3041"},"institutions":[{"id":"https://openalex.org/I9747756","display_name":"Atal Bihari Vajpayee Indian Institute of Information Technology and Management","ror":"https://ror.org/008b3ap06","country_code":"IN","type":"education","lineage":["https://openalex.org/I9747756"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anurag Yadav","raw_affiliation_strings":["ABV-IIITM Gwalior, India, India"],"raw_orcid":"https://orcid.org/0009-0003-6672-3041","affiliations":[{"raw_affiliation_string":"ABV-IIITM Gwalior, India, India","institution_ids":["https://openalex.org/I9747756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081418095","display_name":"Santosh Singh Rathore","orcid":"https://orcid.org/0000-0003-2087-1666"},"institutions":[{"id":"https://openalex.org/I9747756","display_name":"Atal Bihari Vajpayee Indian Institute of Information Technology and Management","ror":"https://ror.org/008b3ap06","country_code":"IN","type":"education","lineage":["https://openalex.org/I9747756"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Santosh Singh Rathore","raw_affiliation_strings":["ABV-IIITM Gwalior, India, India"],"raw_orcid":"https://orcid.org/0000-0003-2087-1666","affiliations":[{"raw_affiliation_string":"ABV-IIITM Gwalior, India, India","institution_ids":["https://openalex.org/I9747756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9747756"],"apc_list":null,"apc_paid":null,"fwci":0.6755,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70923862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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":0.9921000003814697,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9901000261306763,"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":0.8071876764297485},{"id":"https://openalex.org/keywords/software-regression","display_name":"Software regression","score":0.6997681856155396},{"id":"https://openalex.org/keywords/lexical-analysis","display_name":"Lexical analysis","score":0.6567803621292114},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.6024499535560608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.594702959060669},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5470082759857178},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5223314166069031},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.503480851650238},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49386149644851685},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4805870056152344},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.47157377004623413},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.43981149792671204},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.4299839735031128},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.4209277927875519},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3523157835006714},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2158113718032837},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.15589332580566406},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10816207528114319}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8071876764297485},{"id":"https://openalex.org/C191727507","wikidata":"https://www.wikidata.org/wiki/Q24346","display_name":"Software regression","level":5,"score":0.6997681856155396},{"id":"https://openalex.org/C176982825","wikidata":"https://www.wikidata.org/wiki/Q835922","display_name":"Lexical analysis","level":2,"score":0.6567803621292114},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.6024499535560608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.594702959060669},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5470082759857178},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5223314166069031},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.503480851650238},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49386149644851685},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4805870056152344},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.47157377004623413},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.43981149792671204},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.4299839735031128},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.4209277927875519},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3523157835006714},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2158113718032837},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.15589332580566406},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10816207528114319},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641399.3641416","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641399.3641416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Innovations in Software Engineering Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1998916198","https://openalex.org/W2007960989","https://openalex.org/W2032348489","https://openalex.org/W2102193394","https://openalex.org/W2107149732","https://openalex.org/W2136960485","https://openalex.org/W2250539671","https://openalex.org/W2344541385","https://openalex.org/W2803948407","https://openalex.org/W2809895060","https://openalex.org/W2887255581","https://openalex.org/W2998163878","https://openalex.org/W3009111612","https://openalex.org/W3121027264","https://openalex.org/W3161944719"],"related_works":["https://openalex.org/W3009111612","https://openalex.org/W2044225531","https://openalex.org/W2442359302","https://openalex.org/W2597543511","https://openalex.org/W3045036521","https://openalex.org/W2135303064","https://openalex.org/W2901462014","https://openalex.org/W3004570974","https://openalex.org/W2603381882","https://openalex.org/W3087948296"],"abstract_inverted_index":{"Software":[0],"is":[1,42,132,148],"becoming":[2],"increasingly":[3],"complex,":[4],"leading":[5],"to":[6,36,54,72,106],"a":[7,23,79],"surge":[8],"in":[9],"bugs.":[10,39],"Bug":[11],"reports":[12,92],"typically":[13],"contain":[14],"essential":[15],"details":[16],"for":[17,85],"bug":[18,28,74,88,91],"reproduction":[19],"and":[20,33,47,63,103,120,126,141,161],"resolution.":[21],"Currently,":[22],"triage":[24],"engineer":[25],"manually":[26],"reads":[27],"reports,":[29],"classifies":[30],"the":[31,37,100,111,145,169,176],"bugs,":[32],"assigns":[34],"priorities":[35],"critical":[38],"This":[40,76],"task":[41],"time-consuming.":[43],"While":[44],"machine":[45],"learning":[46,49],"deep":[48],"models":[50],"have":[51,59,67],"been":[52],"developed":[53],"automate":[55],"this":[56],"task,":[57],"some":[58],"shown":[60],"subpar":[61],"performance,":[62],"others,":[64],"although":[65],"promising,":[66],"demonstrated":[68],"inconsistency":[69],"when":[70],"applied":[71],"new":[73],"reports.":[75,89],"paper":[77],"proposes":[78],"Hierarchical":[80],"Attention":[81],"Network":[82],"(HAN)":[83],"model":[84,114,131,147,172],"prioritizing":[86],"software":[87,136],"The":[90,113,129,165],"are":[93],"preprocessed":[94],"through":[95],"text":[96],"normalization,":[97],"tokenization":[98],"using":[99,138],"DistilBERT":[101],"tokenizer,":[102],"attention":[104,121],"mechanisms":[105,122],"capture":[107],"hierarchical":[108],"relationships":[109],"within":[110],"text.":[112],"architecture":[115],"incorporates":[116],"bidirectional":[117],"GRU":[118],"layers":[119],"at":[123],"both":[124],"word":[125],"sentence":[127],"levels.":[128],"proposed":[130,146,170],"evaluated":[133],"on":[134],"four":[135],"projects":[137],"precision,":[139],"recall,":[140],"F1-score":[142],"measures.":[143],"Next,":[144],"compared":[149],"with":[150],"convolution":[151],"neural":[152],"networks":[153],"(CNN),":[154],"support":[155],"vector":[156],"machines":[157],"(SVM),":[158],"random":[159],"forests,":[160],"logistic":[162],"regression":[163],"techniques.":[164,178],"results":[166],"showed":[167],"that":[168],"HAN":[171],"performed":[173],"better":[174],"than":[175],"other":[177]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
