{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T07:00:15Z","timestamp":1768806015965,"version":"3.49.0"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,20]]},"DOI":"10.1109\/dsit61374.2024.10881483","type":"proceedings-article","created":{"date-parts":[[2025,2,18]],"date-time":"2025-02-18T18:18:17Z","timestamp":1739902697000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Research on the Construction of Knowledge QA System Driven by Large Language Model: One Case Study of Power Transformer Domain"],"prefix":"10.1109","author":[{"given":"Hao","family":"Xu","sequence":"first","affiliation":[{"name":"Management Nanjing University,School of Management Engineering Nanjing Institute of Technology School of Information,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenyuan","family":"Kang","sequence":"additional","affiliation":[{"name":"Nanjing Institute of Technology,School of Electrical Power Engineering (Shen Guorong College),Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Zhang","sequence":"additional","affiliation":[{"name":"Nanjing Institute of Technology,School of Management Engineering,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenqiang","family":"Jin","sequence":"additional","affiliation":[{"name":"Jiangsu Power Transmission & Transformation Co., Ltd,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mulan","family":"Wang","sequence":"additional","affiliation":[{"name":"Nanjing Institute of Technology,School of Industrial Center,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Linlin","family":"Ge","sequence":"additional","affiliation":[{"name":"Nanjing Institute of Technology,School of Electrical Power Engineering (Shen Guorong College),Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haihua","family":"Lu","sequence":"additional","affiliation":[{"name":"Nanjing Institute of Technology,School of Management Engineering,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Construction and evaluation of intelligent question answering system for electric power knowledge base based on large language model","author":"Zhang"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2991\/978-2-494069-31-2_267"},{"key":"ref3","article-title":"Medical knowledge graph question answering system based on hybrid dynamic mask and multi-strategy integration","author":"Wang"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1007\/978-981-99-0799-1_3","article-title":"Survey of research on intelligent system for legal domain","volume":"59","author":"Li","year":"2023","journal-title":"Computer Engineering and Applications"},{"key":"ref5","first-page":"25","article-title":"A question answering model based on hybrid data in finance domain","volume":"60","author":"Zhang","year":"2023","journal-title":"Journal of Sichuan University (Natural Science Edition)"},{"key":"ref6","first-page":"20","article-title":"Assembly process question answering system of wind turbines combining multi-modal knowledge graphs with LLMs","volume":"40","author":"Hu","year":"2023","journal-title":"Journal of Machine Design"},{"key":"ref7","article-title":"Research on the framework of online medical health wisdom Q&A services driven by knowledge graph and large language model","author":"Zhang"},{"key":"ref8","first-page":"2349","article-title":"Research on science and technology policy and regulation Q&A system driven by large model","volume":"18","author":"Xiang","year":"2024","journal-title":"Journal of Frontiers of Computer Science and Technology"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1515\/cclm.1989.27.2.103"},{"key":"ref10","article-title":"LoRA: low-rank adaptation of large language models","author":"Hu"},{"key":"ref11","first-page":"9459","article-title":"Retrieval-augmented generation for knowledge-intensive NLP tasks","volume":"33","author":"Piktus","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref12","first-page":"118","article-title":"Intelligent question answering system based on medical knowledge graph","volume":"41","author":"Chen","year":"2023","journal-title":"Information Science"},{"key":"ref13","first-page":"99","article-title":"Research on agricultural question answering system based on improved Bi-LSTM-CRE","volume":"44","author":"Bai","year":"2023","journal-title":"Journal of Chinese Agricultural Mechanization"},{"key":"ref14","first-page":"118","article-title":"Smart question-answering service for military knowledge graphs based on open-source intelligence","volume":"8","author":"Fan","year":"2024","journal-title":"Data Analysis and Knowledge Discovery"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2021.3124365"},{"key":"ref16","first-page":"232","article-title":"Hybrid domain feature knowledge graph smart question answering system","volume":"56","author":"Tan","year":"2020","journal-title":"Computer Engineering and Applications"},{"key":"ref17","article-title":"Research on power equipment defect question answering system based on knowledge graph","author":"Chen"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1515\/cclm.1991.29.9.569"},{"key":"ref19","article-title":"The llama 3 herd of models","author":"Dubey"},{"key":"ref20","article-title":"ChatGLM: A family of large language models from GLM-130B to GLM-4 all tools","author":"Zeng"},{"key":"ref21","article-title":"Two-phases fine-tuning of professional large language models via clinical data","author":"Sun"},{"key":"ref22","first-page":"2361","article-title":"Research on knowledge injection method for large language model oriented to process specification texts","volume":"18","author":"Ji","year":"2024","journal-title":"Journal of Frontiers of Computer Science and Technology"},{"key":"ref23","first-page":"38","article-title":"Research on intelligent question answering for standard literature based on large-scale models","volume":"8","author":"Cheng","year":"2024","journal-title":"Information Technology & Standardization"},{"key":"ref24","volume-title":"Transformers and reactors","author":"Mi","year":"2021"},{"key":"ref25","first-page":"16","article-title":"Review of research progress on question-answering techniques based on large language models","volume":"8","author":"Wen","year":"2024","journal-title":"Data Analysis and Knowledge Discovery"},{"key":"ref26","volume-title":"Compilation of typical faults and defects in transformer equipment: 2011\u20132018","year":"2019"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3626772.3657878"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.acl-demos.38"}],"event":{"name":"2024 7th International Conference on Data Science and Information Technology (DSIT)","location":"Nanjing, China","start":{"date-parts":[[2024,12,20]]},"end":{"date-parts":[[2024,12,22]]}},"container-title":["2024 7th International Conference on Data Science and Information Technology (DSIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10880698\/10880863\/10881483.pdf?arnumber=10881483","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,20]],"date-time":"2025-02-20T20:01:38Z","timestamp":1740081698000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10881483\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,20]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/dsit61374.2024.10881483","relation":{},"subject":[],"published":{"date-parts":[[2024,12,20]]}}}