{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T17:00:07Z","timestamp":1767114007976,"version":"3.48.0"},"publisher-location":"New York, NY, USA","reference-count":13,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,10,12]]},"DOI":"10.1145\/3714394.3750599","type":"proceedings-article","created":{"date-parts":[[2025,12,29]],"date-time":"2025-12-29T21:13:49Z","timestamp":1767042829000},"page":"585-588","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["LLM Powered Memory Consolidation for Ubiquitous Computing"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2548-3240","authenticated-orcid":false,"given":"Parampuneet Kaur","family":"Thind","sequence":"first","affiliation":[{"name":"La Sapienza Universit\u00e0 degli Studi, Roma, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-6765-6168","authenticated-orcid":false,"given":"Vaibhav Kumar","family":"Katturu","sequence":"additional","affiliation":[{"name":"Independent Researcher, Kolkata, India"}]}],"member":"320","published-online":{"date-parts":[[2025,12,29]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Tuo An Yunjiao Zhou Han Zou and Jianfei Yang. 2025. IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models. arXiv:2410.02429 [cs.AI] https:\/\/arxiv.org\/abs\/2410.02429"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1287\/mksc.1060.0212"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","unstructured":"Ning Gao Maximilian Marschall Jane Burry Stuart Watkins and Flora Salim. 2023. In-Gauge and En-Gage: Understanding Occupants' Behaviour Engagement Emotion and Comfort Indoors with Heterogeneous Sensors and Wearables (version 1.0.0). PhysioNet. doi:10.13026\/srm3-7z33 RRID:SCR_007345.","DOI":"10.13026\/srm3-7z33"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1038\/nn.4426"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3613905.3650839"},{"key":"e_1_3_2_1_6_1","volume-title":"Subrata Biswas, and Bashima Islam.","author":"Imran Sheikh Asif","year":"2025","unstructured":"Sheikh Asif Imran, Mohammad Nur Hossain Khan, Subrata Biswas, and Bashima Islam. 2025. LLaSA: A Multimodal LLM for Human Activity Analysis Through Wearable and Smartphone Sensors. arXiv:2406.14498 [cs.CL] https:\/\/arxiv.org\/abs\/2406.14498"},{"key":"e_1_3_2_1_7_1","unstructured":"Haotian Liu Chunyuan Li Yuheng Li and Yong Jae Lee. 2023a. Improved Baselines with Visual Instruction Tuning."},{"key":"e_1_3_2_1_8_1","unstructured":"Haotian Liu Chunyuan Li Yuheng Li Bo Li Yuanhan Zhang Sheng Shen and Yong Jae Lee. 2024. LLaVA-NeXT: Improved reasoning OCR and world knowledge. https:\/\/llava-vl.github.io\/blog\/2024-01-30-llava-next\/"},{"key":"e_1_3_2_1_9_1","unstructured":"Haotian Liu Chunyuan Li Qingyang Wu and Yong Jae Lee. 2023b. Visual Instruction Tuning."},{"key":"e_1_3_2_1_10_1","unstructured":"Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni and Percy Liang. 2023c. Lost in the Middle: How Language Models Use Long Contexts. arXiv:2307.03172 [cs.CL] https:\/\/arxiv.org\/abs\/2307.03172"},{"key":"e_1_3_2_1_11_1","unstructured":"Saul McLeod. 2025. Peterson and Peterson Experiment: Duration of Short-term Memory. Simply Psychology. https:\/\/www.simplypsychology.org\/peterson-and-peterson.html Reviewed by Olivia Guy-Evans MSc."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Bureau of Labor Statistics. 2025. Quarterly Industry-Level Labor Productivity Data for the U.S. Technical Report EP-2025-1. U.S. Bureau of Labor Statistics. doi:10.21033\/ep-2025-1 Accessed: 2025-07-10.","DOI":"10.21033\/ep-2025-1"},{"key":"e_1_3_2_1_13_1","volume-title":"Ubiquitous Computing: Potentials and Challenges. arXiv:1011.1960 [cs.CY] https:\/\/arxiv.org\/abs\/1011.1960","author":"Sen Jaydip","year":"2011","unstructured":"Jaydip Sen. 2011. Ubiquitous Computing: Potentials and Challenges. arXiv:1011.1960 [cs.CY] https:\/\/arxiv.org\/abs\/1011.1960"}],"event":{"name":"UbiComp '25:The 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing \/ ISWC ACM International Symposium on Wearable Computers","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGSPATIAL ACM Special Interest Group on Spatial Information"],"location":"Espoo Finland"},"container-title":["Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3714394.3750599","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T16:56:27Z","timestamp":1767113787000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3714394.3750599"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,12]]},"references-count":13,"alternative-id":["10.1145\/3714394.3750599","10.1145\/3714394"],"URL":"https:\/\/doi.org\/10.1145\/3714394.3750599","relation":{},"subject":[],"published":{"date-parts":[[2025,10,12]]},"assertion":[{"value":"2025-12-29","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}