{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T15:02:06Z","timestamp":1773414126912,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,21]],"date-time":"2024-10-21T00:00:00Z","timestamp":1729468800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/https:\/\/doi.org\/10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/https:\/\/doi.org\/10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,21]]},"DOI":"10.1145\/3627673.3679816","type":"proceedings-article","created":{"date-parts":[[2024,10,20]],"date-time":"2024-10-20T19:34:11Z","timestamp":1729452851000},"page":"1607-1616","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["A Knowledge-Enhanced Transformer-FL Method for Fault Root Cause Localization"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-5508-940X","authenticated-orcid":false,"given":"Zhe","family":"Lv","sequence":"first","affiliation":[{"name":"BKL-NAC & BL-AIN, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3376-9719","authenticated-orcid":false,"given":"Yaqiong","family":"Liu","sequence":"additional","affiliation":[{"name":"BKL-NAC & BL-AIN, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-6717-0365","authenticated-orcid":false,"given":"Xidian","family":"Wang","sequence":"additional","affiliation":[{"name":"China Mobile Group Design Institute Co., Ltd., Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-0854-1751","authenticated-orcid":false,"given":"Peng","family":"Gao","sequence":"additional","affiliation":[{"name":"China Mobile Group Design Institute Co., Ltd., Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-0909-7544","authenticated-orcid":false,"given":"Zhouyuan","family":"Li","sequence":"additional","affiliation":[{"name":"BKL-NAC & BL-AIN, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-7180-6986","authenticated-orcid":false,"given":"Yuanzhen","family":"Jiang","sequence":"additional","affiliation":[{"name":"BKL-NAC & BL-AIN, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,10,21]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"A survey of aiops methods for failure management. ACM Trans. Intell. Syst. Technol., 12(6), nov","author":"Notaro Paolo","year":"2021","unstructured":"Paolo Notaro, Jorge Cardoso, and Michael Gerndt. A survey of aiops methods for failure management. ACM Trans. Intell. Syst. Technol., 12(6), nov 2021."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599849"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3614995"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599392"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422955"},{"key":"e_1_3_2_1_6_1","volume-title":"Porcra: Root cause analysis with partially Observed Data. arXiv preprint arXiv:2407.05869","author":"Gong Chang","year":"2024","unstructured":"Chang Gong, Di Yao, Jin Wang, Wenbin Li, Lanting Fang, Yongtao Xie, Kaiyu Feng, Peng Han, and Jingping Bi. Porcra: Root cause analysis with partially Observed Data. arXiv preprint arXiv:2407.05869, 2024."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3595289"},{"key":"e_1_3_2_1_8_1","volume-title":"Variable-based fault localization via enhanced decision tree. ACM Trans. Softw. Eng. Methodol., 33(2), dec","author":"Jiang Jiajun","year":"2023","unstructured":"Jiajun Jiang, Yumeng Wang, Junjie Chen, Delin Lv, and Mengjiao Liu. Variable-based fault localization via enhanced decision tree. ACM Trans. Softw. Eng. Methodol., 33(2), dec 2023."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3293882.3330574"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2022.3200249"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3609437.3609441"},{"key":"e_1_3_2_1_12_1","volume-title":"Research on machine learning-based analysis method for base station fault root cause. Telecom Engineering Technics and Standardization | Telecom Eng Techn Stand, 36:1--8","author":"Jia Zihan","year":"2023","unstructured":"Zihan Jia, Xidian Wang, Jing Xu, Duo Shi, and An Rui. Research on machine learning-based analysis method for base station fault root cause. Telecom Engineering Technics and Standardization | Telecom Eng Techn Stand, 36:1--8, 2023."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.23919\/APNOMS56106.2022.9919924"},{"key":"e_1_3_2_1_14_1","volume-title":"Root-cause analysis with semi-supervised co-training for integrated systems. ACM Trans. Des. Autom. Electron. Syst., 29(3), may","author":"Pan Renjian","year":"2024","unstructured":"Renjian Pan, Xin Li, and Krishnendu Chakrabarty. Root-cause analysis with semi-supervised co-training for integrated systems. ACM Trans. Des. Autom. Electron. Syst., 29(3), may 2024."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3588949"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583302"},{"key":"e_1_3_2_1_17_1","volume-title":"Attention is all you need. Advances in neural information processing systems, 30","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin. Attention is all you need. Advances in neural information processing systems, 30, 2017."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i8.16826"},{"key":"e_1_3_2_1_20_1","volume-title":"Tabtransformer: Tabular data modeling using contextual embeddings. arXiv preprint arXiv:2012.06678","author":"Huang Xin","year":"2020","unstructured":"Xin Huang, Ashish Khetan, Milan Cvitkovic, and Zohar Karnin. Tabtransformer: Tabular data modeling using contextual embeddings. arXiv preprint arXiv:2012.06678, 2020."},{"key":"e_1_3_2_1_21_1","first-page":"18932","article-title":"Revisiting deep learning models for tabular data","volume":"34","author":"Gorishniy Yury","year":"2021","unstructured":"Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, and Artem Babenko. Revisiting deep learning models for tabular data. Advances in Neural Information Processing Systems, 34:18932--18943, 2021.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_22_1","volume-title":"abs\/1606.07792","author":"Cheng Heng-Tze","year":"2016","unstructured":"Heng-Tze Cheng, Levent Koc, Jeremiah Harmsen, Tal Shaked, Tushar Chandra, Hrishi Aradhye, Glen Anderson, Greg Corrado, Wei Chai, Mustafa Ispir, Rohan Anil, Zakaria Haque, Lichan Hong, Vihan Jain, Xiaobing Liu, and Hemal Shah. Wide & deep learning for recommender systems. CoRR, abs\/1606.07792, 2016."}],"event":{"name":"CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management","location":"Boise ID USA","acronym":"CIKM '24","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 33rd ACM International Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3627673.3679816","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3627673.3679816","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:58:07Z","timestamp":1750294687000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3627673.3679816"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,21]]},"references-count":22,"alternative-id":["10.1145\/3627673.3679816","10.1145\/3627673"],"URL":"https:\/\/doi.org\/10.1145\/3627673.3679816","relation":{},"subject":[],"published":{"date-parts":[[2024,10,21]]},"assertion":[{"value":"2024-10-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}