{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T11:53:02Z","timestamp":1781869982340,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":36,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,22]],"date-time":"2026-06-22T00:00:00Z","timestamp":1782086400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"National Science Foundation","award":["2435567"],"award-info":[{"award-number":["2435567"]}]},{"name":"the U.S. Department of Energy","award":["DE-AC02-05CH11231"],"award-info":[{"award-number":["DE-AC02-05CH11231"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,22]]},"DOI":"10.1145\/3744256.3812570","type":"proceedings-article","created":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T11:01:41Z","timestamp":1781866901000},"page":"207-217","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["BrickQA: Bridging the Semantic Gap in Building Operations with Dynamic Graph Exploration"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-1647-496X","authenticated-orcid":false,"given":"Yun-Dam","family":"Ko","sequence":"first","affiliation":[{"name":"Stanford University, Stanford, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-1909-6334","authenticated-orcid":false,"given":"Hyeyun Eunice","family":"Jung","sequence":"additional","affiliation":[{"name":"Stanford University, Stanford, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4200-6905","authenticated-orcid":false,"given":"Marco","family":"Pritoni","sequence":"additional","affiliation":[{"name":"Lawrence Berkeley National Laboratory, Berkeley, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0568-032X","authenticated-orcid":false,"given":"Rishee","family":"Jain","sequence":"additional","affiliation":[{"name":"Stanford University, Stanford, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,22]]},"reference":[{"key":"e_1_3_3_2_2_2","volume-title":"ASHRAE Standard 223P: Semantic Data Model for Analytics and Automation Applications in Buildings","year":"2025","unstructured":"ASHRAE. 2025. ASHRAE Standard 223P: Semantic Data Model for Analytics and Automation Applications in Buildings. Atlanta, GA, USA. https:\/\/open223.info\/ Accessed: 2026-01-23."},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/2993422.2993577"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","unstructured":"Bharathan Balaji Arka Bhattacharya Gabriel Fierro Jingkun Gao et\u00a0al. 2018. Brick: Metadata schema for portable smart building applications. Applied Energy 226 (Sept. 2018) 1273\u20131292. 10.1016\/j.apenergy.2018.02.091","DOI":"10.1016\/j.apenergy.2018.02.091"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/3486611.3486671"},{"key":"e_1_3_3_2_6_2","volume-title":"Semantic Interoperability to Enable Smart, Grid-Interactive Efficient Buildings","author":"Bergmann Harry","year":"2020","unstructured":"Harry Bergmann, Cory Mosiman, Avijit Saha, Selam Haile, et\u00a0al. 2020. Semantic Interoperability to Enable Smart, Grid-Interactive Efficient Buildings. Report OSTI ID: 1735554. Lawrence Berkeley National Laboratory. https:\/\/escholarship.org\/uc\/item\/1325d5j3"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","unstructured":"David Blum Javier Arroyo Sen Huang J\u00e1n Drgo\u0148a et\u00a0al. 2021. Building optimization testing framework (BOPTEST) for simulation-based benchmarking of control strategies in buildings. Journal of Building Performance Simulation 14 5 (2021) 586\u2013610. 10.1080\/19401493.2021.1986574","DOI":"10.1080\/19401493.2021.1986574"},{"key":"e_1_3_3_2_8_2","unstructured":"Gheorghe Comanici Eric Bieber Mike Schaekermann et\u00a0al. 2025. Gemini 2.5: Pushing the Frontier with Advanced Reasoning Multimodality Long Context and Next Generation Agentic Capabilities. arxiv:https:\/\/arXiv.org\/abs\/2507.06261\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2507.06261"},{"key":"e_1_3_3_2_9_2","unstructured":"Preetam Prabhu\u00a0Srikar Dammu Himanshu Naidu and Chirag Shah. 2025. Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering Datasets. arxiv:https:\/\/arXiv.org\/abs\/2503.05049\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2503.05049"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","unstructured":"Flavia de Andrade\u00a0Pereira Kyriakos Katsigarakis Dimitrios Rovas Marco Pritoni et\u00a0al. 2025. A semantics-driven framework to enable demand flexibility control applications in real buildings. Advanced Engineering Informatics 64 (2025) 103049. 10.1016\/j.aei.2024.103049","DOI":"10.1016\/j.aei.2024.103049"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","unstructured":"Lianhong Ding Na Ding and Peng Shi. 2026. TempRAA: temporal relation-aware alignment for enhancing LLMs reasoning in time-sensitive knowledge graph question answering. Journal of Intelligent Information Systems (2026). 10.1007\/s10844-026-01027-w","DOI":"10.1007\/s10844-026-01027-w"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","unstructured":"Gabe Fierro Marco Pritoni Moustafa Abdelbaky Daniel Lengyel John Leyden et\u00a0al. 2019. Mortar: An Open Testbed for Portable Building Analytics. ACM Trans. Sen. Netw. 16 1 Article 7 (Dec. 2019) 31\u00a0pages. 10.1145\/3366375","DOI":"10.1145\/3366375"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"publisher","unstructured":"Jessica Granderson Guanjing Lin Yimin Chen Armando Casillas et\u00a0al. 2022. LBNL Fault Detection and Diagnostics Datasets. Open Energy Data Initiative (OEDI) Lawrence Berkeley National Laboratory 10.25984\/1881324Accessed: 2025-12-08.","DOI":"10.25984\/1881324"},{"key":"e_1_3_3_2_14_2","unstructured":"Haoyu Han Yu Wang Harry Shomer Kai Guo et\u00a0al. 2025. Retrieval-Augmented Generation with Graphs (GraphRAG). arxiv:https:\/\/arXiv.org\/abs\/2501.00309\u00a0[cs.IR] https:\/\/arxiv.org\/abs\/2501.00309"},{"key":"e_1_3_3_2_15_2","volume-title":"SPARQL 1.1 Query Language","author":"Harris Steve","year":"2013","unstructured":"Steve Harris and Andy Seaborne. 2013. SPARQL 1.1 Query Language. W3C Recommendation. W3C. https:\/\/www.w3.org\/TR\/sparql11-query\/"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","unstructured":"Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen and Philip\u00a0S. Yu. 2022. A Survey on Knowledge Graphs: Representation Acquisition and Applications. IEEE Transactions on Neural Networks and Learning Systems 33 2 (Feb. 2022) 494\u2013514. 10.1109\/tnnls.2021.3070843","DOI":"10.1109\/tnnls.2021.3070843"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","unstructured":"Erkan Karabulut Salvatore\u00a0F. Pileggi Paul Groth and Victoria Degeler. 2024. Ontologies in digital twins: A systematic literature review. Future Generation Computer Systems 153 (2024) 442\u2013456. 10.1016\/j.future.2023.12.013","DOI":"10.1016\/j.future.2023.12.013"},{"key":"e_1_3_3_2_18_2","unstructured":"Yunshi Lan Gaole He Jinhao Jiang Jing Jiang et\u00a0al. 2021. A Survey on Complex Knowledge Base Question Answering: Methods Challenges and Solutions. arxiv:https:\/\/arXiv.org\/abs\/2105.11644\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2105.11644"},{"key":"e_1_3_3_2_19_2","unstructured":"Nelson\u00a0F. Liu Kevin Lin John Hewitt Ashwin Paranjape et\u00a0al. 2023. Lost in the Middle: How Language Models Use Long Contexts. arxiv:https:\/\/arXiv.org\/abs\/2307.03172\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2307.03172"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-emnlp.938"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.1145\/3736425.3770097"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3671127.3698792"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","unstructured":"Marco Pritoni Drew Paine Gabriel Fierro Cory Mosiman et\u00a0al. 2021. Metadata Schemas and Ontologies for Building Energy Applications: A Critical Review and Use Case Analysis. Energies 14 7 (2021). 10.3390\/en14072024","DOI":"10.3390\/en14072024"},{"key":"e_1_3_3_2_24_2","unstructured":"Project Haystack. 2026. Project Haystack - An Open Source initiative to streamline working with IoT Data. https:\/\/www.project-haystack.org\/. Accessed: 2026-05-03."},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"publisher","DOI":"10.1145\/3677052.3698671"},{"key":"e_1_3_3_2_26_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.694"},{"key":"e_1_3_3_2_27_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1455"},{"key":"e_1_3_3_2_28_2","unstructured":"Jiashuo Sun Chengjin Xu Lumingyuan Tang Saizhuo Wang et\u00a0al. 2024. Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph. arxiv:https:\/\/arXiv.org\/abs\/2307.07697\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2307.07697"},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1059"},{"key":"e_1_3_3_2_30_2","volume-title":"Wikidata:SPARQL tutorial","year":"2026","unstructured":"Wikidata. 2026. Wikidata:SPARQL tutorial. https:\/\/www.wikidata.org\/wiki\/Wikidata:SPARQL_tutorial Wikidata Help Page."},{"key":"e_1_3_3_2_31_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.acl-long.569"},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.353"},{"key":"e_1_3_3_2_33_2","unstructured":"Shunyu Yao Jeffrey Zhao Dian Yu Nan Du et\u00a0al. 2023. ReAct: Synergizing Reasoning and Acting in Language Models. arxiv:https:\/\/arXiv.org\/abs\/2210.03629\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2210.03629"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-long.417"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-1128"},{"key":"e_1_3_3_2_36_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-2033"},{"key":"e_1_3_3_2_37_2","doi-asserted-by":"publisher","DOI":"10.52202\/079017-4202"}],"event":{"name":"BuildSys '26: The 13th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","location":"Banff Canada","acronym":"BuildSys '26","sponsor":["SIGEnergy ACM Special Interest Group on Energy Systems and Informatics"]},"container-title":["Proceedings of the 13th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation"],"original-title":[],"deposited":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T11:26:47Z","timestamp":1781868407000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3744256.3812570"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,22]]},"references-count":36,"alternative-id":["10.1145\/3744256.3812570","10.1145\/3744256"],"URL":"https:\/\/doi.org\/10.1145\/3744256.3812570","relation":{},"subject":[],"published":{"date-parts":[[2026,6,22]]},"assertion":[{"value":"2026-06-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}