{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T20:19:52Z","timestamp":1776284392127,"version":"3.50.1"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T00:00:00Z","timestamp":1751500800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T00:00:00Z","timestamp":1751500800000},"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":[[2025,7,3]]},"DOI":"10.1109\/icecet63943.2025.11471918","type":"proceedings-article","created":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T19:42:35Z","timestamp":1775763755000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Automated Question Generation for Electronics Engineering Exams Using Retrieval-Augmented Generation"],"prefix":"10.1109","author":[{"given":"Denver G.","family":"Magtibay","sequence":"first","affiliation":[{"name":"SP Jain School of Global Management,Master of Artificial Intelligence in Business,Manila,Philippines"}]},{"given":"Debashis","family":"Guha","sequence":"additional","affiliation":[{"name":"SP Jain School of Global Management,Department of Machine Learning,Mumbai,India"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s40593-019-00186-y"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.33564\/IJEAST.2019.v04i08.027"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-15224-0"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-47994-6_38"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICAISS55157.2022.10010799"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3365742"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.47852\/bonviewAIA3202820"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.14569\/ijacsa.2024.0150485"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.59287\/icaens.1127"},{"key":"ref10","article-title":"Automating customer service using LangChain: Building custom open-source GPT chatbot for organizations","author":"Pandya","year":"2023"},{"issue":"4","key":"ref11","first-page":"129","article-title":"Generative AI service implementation using LLM application architecture: Based on RAG model and LangChain framework","volume":"29","author":"Jeong","year":"2023","journal-title":"Journal of Intelligence and Information Systems"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cogsys.2024.101216"},{"key":"ref13","article-title":"Operational workflow, methodologies, and comparative analysis of vector databases","author":"Xie","year":"2023"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IWAIIP58158.2023.10462847"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCS61882.2024.10603291"},{"key":"ref16","article-title":"T-RAG: Lessons from the LLM trenches","author":"Fatehkia","year":"2024"},{"key":"ref17","article-title":"Multi-Head RAG: Solving multi-aspect problems with LLMs","author":"Besta","year":"2024"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3389\/fmolb.2022.990846"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-443-18638-7.00001-3"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/Inforino60363.2024.10551990"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-023-00295-9"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.22214\/ijraset.2023.49390"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CINTI-MACRo57952.2022.10029559"}],"event":{"name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","location":"Paris, France","start":{"date-parts":[[2025,7,3]]},"end":{"date-parts":[[2025,7,6]]}},"container-title":["2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11471878\/11471697\/11471918.pdf?arnumber=11471918","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T19:24:53Z","timestamp":1776281093000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11471918\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,3]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/icecet63943.2025.11471918","relation":{},"subject":[],"published":{"date-parts":[[2025,7,3]]}}}