{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T19:54:57Z","timestamp":1765828497331,"version":"3.48.0"},"publisher-location":"New York, NY, USA","reference-count":44,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,11,3]]},"DOI":"10.1145\/3748636.3760460","type":"proceedings-article","created":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T19:07:30Z","timestamp":1765566450000},"page":"780-784","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Human-as-a-Sensor: Harnessing Brain Signals for Intelligent Multimodal Sensing in Spatially-Aware Systems"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1405-3966","authenticated-orcid":false,"given":"Sherif","family":"Mostafa","sequence":"first","affiliation":[{"name":"The American University in Cairo, Cairo, Egypt"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1327-9077","authenticated-orcid":false,"given":"Khaled A.","family":"Harras","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University, Doha, Qatar"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2063-4364","authenticated-orcid":false,"given":"Moustafa","family":"Youssef","sequence":"additional","affiliation":[{"name":"The American University in Cairo, Cairo, Egypt"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,12,12]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2013.00124"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.2005.109"},{"key":"e_1_3_2_1_3_1","first-page":"333","article-title":"EarBender: Enabling Rich IMU-based Natural Hand-to-Ear Interaction in Commodity Earables. In Adjunct Proc. 2023 ACM Int. Joint Conf. Pervasive and Ubiquitous Comput. and Proc. 2023 ACM","author":"Alkiek Khaled","year":"2023","unstructured":"Khaled Alkiek, Moustafa Youssef, and Khaled A Harras. 2023. EarBender: Enabling Rich IMU-based Natural Hand-to-Ear Interaction in Commodity Earables. In Adjunct Proc. 2023 ACM Int. Joint Conf. Pervasive and Ubiquitous Comput. and Proc. 2023 ACM Int. Symp. Wearable Comput. 333\u2013338.","journal-title":"Int. Symp. Wearable Comput."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589132.3625625"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","unstructured":"Kirsten Brukamp and Dominik Gross. 2012. Neuroenhancement - A Controversial Topic in Contemporary Medical Ethics. In Contemporary Issues in Bioethics. IntechOpen Rijeka Croatia. 10.5772\/35001","DOI":"10.5772\/35001"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3351260"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1111\/cns.14615"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3446382.3450216"},{"key":"e_1_3_2_1_9_1","volume-title":"Proc. IEEE\/ACM Symp. Edge Comput. 206\u2013219","author":"Essameldin Aliaa","year":"2020","unstructured":"Aliaa Essameldin, Mohammed Nurul Hoque, and Khaled A Harras. 2020. More than the sum of its things: Resource sharing across iots at the edge. In Proc. IEEE\/ACM Symp. Edge Comput. 206\u2013219."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3638550.3641122"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/PerComWorkshops59983.2024.10502941"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40504-017-0050-1"},{"key":"e_1_3_2_1_13_1","volume-title":"Retrieved","author":"Britain Made","year":"2024","unstructured":"Made in Britain. 2024. Comparing Sensors Costs and Securing a Higher Return on Investment. https:\/\/www.madeinbritain.org\/news\/comparing-sensors-costs-and-securing-a-higher-return-on-investment. Retrieved June 13, 2025."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sintl.2021.100121"},{"key":"e_1_3_2_1_15_1","volume-title":"Proc. IEEE\/RSJ Int. Conf. Intell. Robots Syst.","author":"Karkour Ammar","year":"2024","unstructured":"Ammar Karkour, Khaled A. Harras, and Eduardo Feo-Flushing. 2024. Text2Map: From Navigational Instructions to Graph-Based Indoor Map Representations Using LLMs. In Proc. IEEE\/RSJ Int. Conf. Intell. Robots Syst."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-021-01094-4"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3638550.3641141"},{"key":"e_1_3_2_1_18_1","volume-title":"ACM SIGSPATIAL","author":"Liu Mengyi","unstructured":"Mengyi Liu, Xieyang Wang, Jianqiu Xu, and Hua Lu. 2023. NALSpatial: An Effective Natural Language Transformation Framework for Queries over Spatial Data. In ACM SIGSPATIAL. ACM, New York, NY, USA, 1\u20134."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589132.3625640"},{"key":"e_1_3_2_1_20_1","volume-title":"Vision: Leveraging Low Earth Orbit Satellites for Future Ubiquitous Positioning. In ACM SIGSPATIAL (Atlanta, GA, USA)","author":"Mostafa Sherif","year":"2024","unstructured":"Sherif Mostafa, Mahmoud Elsanhoury, Jaakko Yliaho, Janne Koljonen, Heidi Kuusniemi, Mohammed Elmusrati, Khaled A. Harras, and Moustafa Youssef. 2024. Vision: Leveraging Low Earth Orbit Satellites for Future Ubiquitous Positioning. In ACM SIGSPATIAL (Atlanta, GA, USA). ACM, New York, NY, USA, 4 pages."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","unstructured":"Sherif Mostafa Khaled Harras and Moustafa Youssef. 2022. A Survey of Indoor Localization Systems in Multi-Floor Environments. techrxiv http:\/\/dx.doi.org\/10.36227\/techrxiv.20439648.v1 10.36227\/techrxiv.20439648.v1","DOI":"10.36227\/techrxiv.20439648.v1"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2023-Spring57618.2023.10200431"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589132.3625635"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2024.3454208"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/SEC62691.2024.00024"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3678717.3691250"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3708986"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/SoutheastCon51012.2023.10115079"},{"key":"e_1_3_2_1_29_1","volume-title":"Retrieved","year":"2025","unstructured":"Neuralink. 2025. Neuralink Official Website. https:\/\/neuralink.com\/. Retrieved June 13, 2025."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2015.01.006"},{"key":"e_1_3_2_1_31_1","volume-title":"Retrieved","author":"BCI.","year":"2025","unstructured":"OpenBCI. 2025. OpenBCI Official Website. https:\/\/openbci.com\/. Retrieved June 13, 2025."},{"key":"e_1_3_2_1_32_1","volume-title":"Retrieved","year":"2025","unstructured":"OpenStreetMap. 2025. OpenStreetMap Official Website. https:\/\/www.openstreetmap.org\/. Retrieved June 13, 2025."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589132.3625628"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-39940-9_803"},{"key":"e_1_3_2_1_35_1","volume-title":"The Texas Tribune. Retrieved","author":"Serrano Alejandro","year":"2023","unstructured":"Alejandro Serrano, Maia Spoto, and Mar\u00eda M\u00e9ndez. 2023. Austin doesn't know when it'll fully restore power as hundreds of thousands of Texans remain in the cold. The Texas Tribune. Retrieved June 13, 2025 from https:\/\/www.texastribune.org\/2023\/02\/01\/texas-ice-storm-power-outages\/"},{"key":"e_1_3_2_1_36_1","volume-title":"Proc. IEEE 17th Int. Conf. Mobile Ad Hoc Sensor Syst. 594\u2013602","author":"Shah Muhammad A","year":"2020","unstructured":"Muhammad A Shah, Khaled A Harras, and Bhiksha Raj. 2020. Sherlock: A crowd-sourced system for automatic tagging of indoor floor plans. In Proc. IEEE 17th Int. Conf. Mobile Ad Hoc Sensor Syst. 594\u2013602."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102803"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.3389\/frspt.2024.1422868"},{"key":"e_1_3_2_1_39_1","volume-title":"ACM SIGSPATIAL","author":"Tang Yinzhou","unstructured":"Yinzhou Tang, Huandong Wang, and Yong Li. 2023. Enhancing Spatial Spread Prediction of Infectious Diseases through Integrating Multi-scale Human Mobility Dynamics. In ACM SIGSPATIAL. ACM, New York, NY, USA, 1\u201312."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2022.3213836"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03506-2"},{"key":"e_1_3_2_1_42_1","volume-title":"Salim","author":"Xue Hao","year":"2023","unstructured":"Hao Xue and Flora D. Salim. 2023. Artificial General Intelligence for Human Mobility (Vision Paper). In ACM SIGSPATIAL. ACM, New York, NY, USA, 1\u20134."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jer.2023.09.023"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3102110"}],"event":{"name":"SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems","location":"The Graduate Hotel Minneapolis Minneapolis MN USA","acronym":"SIGSPATIAL '25","sponsor":["SIGSPATIAL ACM Special Interest Group on Spatial Information"]},"container-title":["Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3748636.3760460","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T19:11:12Z","timestamp":1765566672000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3748636.3760460"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,3]]},"references-count":44,"alternative-id":["10.1145\/3748636.3760460","10.1145\/3748636"],"URL":"https:\/\/doi.org\/10.1145\/3748636.3760460","relation":{},"subject":[],"published":{"date-parts":[[2025,11,3]]},"assertion":[{"value":"2025-12-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}