{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T18:21:53Z","timestamp":1786213313017,"version":"3.56.0"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&D Program of China","award":["2024YFE0200800"],"award-info":[{"award-number":["2024YFE0200800"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62321001"],"award-info":[{"award-number":["62321001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62471055"],"award-info":[{"award-number":["62471055"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62406039"],"award-info":[{"award-number":["62406039"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62401080"],"award-info":[{"award-number":["62401080"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U23B2001"],"award-info":[{"award-number":["U23B2001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62101064"],"award-info":[{"award-number":["62101064"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62171057"],"award-info":[{"award-number":["62171057"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62201072"],"award-info":[{"award-number":["62201072"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62001054"],"award-info":[{"award-number":["62001054"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62071067"],"award-info":[{"award-number":["62071067"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ministry of Education and China Mobile Joint Fund","award":["MCM20200202"],"award-info":[{"award-number":["MCM20200202"]}]},{"name":"Ministry of Education and China Mobile Joint Fund","award":["MCM20180101"],"award-info":[{"award-number":["MCM20180101"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2024PTB-004"],"award-info":[{"award-number":["2024PTB-004"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IIEEE Trans. Software Eng."],"published-print":{"date-parts":[[2025,2]]},"DOI":"10.1109\/tse.2025.3527856","type":"journal-article","created":{"date-parts":[[2025,1,13]],"date-time":"2025-01-13T19:50:45Z","timestamp":1736797845000},"page":"581-594","source":"Crossref","is-referenced-by-count":21,"title":["Anomaly Detection on Interleaved Log Data With Semantic Association Mining on Log-Entity Graph"],"prefix":"10.1109","volume":"51","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2352-4731","authenticated-orcid":false,"given":"Guojun","family":"Chu","sequence":"first","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2182-2228","authenticated-orcid":false,"given":"Jingyu","family":"Wang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0829-4624","authenticated-orcid":false,"given":"Qi","family":"Qi","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3072-7422","authenticated-orcid":false,"given":"Haifeng","family":"Sun","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3345-1732","authenticated-orcid":false,"given":"Zirui","family":"Zhuang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1301-4981","authenticated-orcid":false,"given":"Bo","family":"He","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-7436-4784","authenticated-orcid":false,"given":"Yuhan","family":"Jing","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3429-6692","authenticated-orcid":false,"given":"Lei","family":"Zhang","sequence":"additional","affiliation":[{"name":"China Unicom Network Communications Company Ltd., Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1486-0573","authenticated-orcid":false,"given":"Jianxin","family":"Liao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3558963"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN55064.2022.9892726"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2914667"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2021.3071473"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.14778\/3611540.3611618"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE51399.2021.00317"},{"key":"ref7","article-title":"Devops and the cost of downtime: Fortune 1000 best practice metrics quantified","author":"Elliot","year":"2014","journal-title":"Int. Data Cor. (IDC)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134015"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338931"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3034647"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678773"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534113"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref14","article-title":"Training language models to follow instructions with human feedback","author":"Ouyang","year":"2022"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i1.27764"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE52982.2021.00021"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00016"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510155"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2021.3083715"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3597503.3623308"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/658"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00130"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE48619.2023.00078"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401257"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/QRS57517.2022.00039"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531848"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.14778\/3579075.3579088"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510180"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2875442"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE51399.2021.00274"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539106"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICPC.2011.47"},{"key":"ref33","article-title":"FastText.zip: Compressing text classification models","author":"Joulin","year":"2016"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"ref35","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/0306-4573(88)90021-0"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313562"},{"key":"ref38","article-title":"A large collection of system log datasets for AI-powered log analytics","year":"2022"},{"key":"ref39","article-title":"Implementation of PLELog","year":"2023"},{"key":"ref40","article-title":"Log anomaly detection toolkit","year":"2023"},{"key":"ref41","article-title":"A toolkit for light automated log anomaly detection","year":"2024"},{"key":"ref42","article-title":"Implementation of NeuralLog","year":"2023"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2017.2762673"},{"key":"ref44","article-title":"Graph attention networks","author":"Velikovi","year":"2017"},{"key":"ref45","article-title":"Loghub: A large collection of system log datasets towards automated log analytics","author":"He","year":"2020"},{"key":"ref46","first-page":"975","article-title":"Probability estimates for multi-class classification by pairwise coupling","volume-title":"J. Mach. Learn. Res.","volume":"5","author":"Wu","year":"2004"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00148"},{"key":"ref48","article-title":"Rapid: Training-free retrieval-based log anomaly detection with PLM considering token-level information","author":"No","year":"2023"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3406601.3406610"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539155"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3055425"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462944"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098124"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939712"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3138788"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3363224"}],"container-title":["IEEE Transactions on Software Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/32\/10885779\/10839428.pdf?arnumber=10839428","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,20]],"date-time":"2025-02-20T20:17:57Z","timestamp":1740082677000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10839428\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2]]},"references-count":56,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tse.2025.3527856","relation":{},"ISSN":["0098-5589","1939-3520","2326-3881"],"issn-type":[{"value":"0098-5589","type":"print"},{"value":"1939-3520","type":"electronic"},{"value":"2326-3881","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,2]]}}}