The field of human building interaction for convergent research and innovation for intelligent built environments

Becerik-Gerber, Burcin; Lucas, Gale; Aryal, Ashrant; Awada, Mohamad; Bergés, Mario; Billington, Sarah; Boric-Lubecke, Olga; Ghahramani, Ali; Heydarian, Arsalan; Höelscher, Christoph; Jazizadeh, Farrokh; Khan, Azam; Langevin, Jared; Liu, Ruying; Marks, Frederick; Mauriello, Matthew Louis; Murnane, Elizabeth; Noh, Haeyoung; Pritoni, Marco; Roll, Shawn; Schaumann, Davide; Seyedrezaei, Mirmahdi; Taylor, John E.; Zhao, Jie; Zhu, Runhe

doi:10.1038/s41598-022-25047-y

The field of human building interaction for convergent research and innovation for intelligent built environments

Journal Article · Wed Dec 21 00:00:00 EST 2022 · Scientific Reports

DOI:https://doi.org/10.1038/s41598-022-25047-y· OSTI ID:1983918

Becerik-Gerber, Burcin ^[1]; Lucas, Gale ^[1]; Aryal, Ashrant ^[2]; Awada, Mohamad ^[1]; ^[3]; Billington, Sarah ^[4]; Boric-Lubecke, Olga ^[5]; Ghahramani, Ali ^[6]; Heydarian, Arsalan ^[7]; Höelscher, Christoph ^[8]; Jazizadeh, Farrokh ^[9]; Khan, Azam ^[10]; ^[11]; Liu, Ruying ^[1]; Marks, Frederick ^[12]; Mauriello, Matthew Louis ^[13]; Murnane, Elizabeth ^[14]; Noh, Haeyoung ^[4]; Pritoni, Marco ^[11]; Roll, Shawn ^[1] more »

Univ. of Southern California, Los Angeles, CA (United States)
Texas A & M Univ., College Station, TX (United States)
Carnegie Mellon Univ., Pittsburgh, PA (United States)
Stanford Univ., CA (United States)
Univ. of Hawaii at Manoa, Honolulu, HI (United States)
National Univ. of Singapore (Singapore)
Univ. of Virginia, Charlottesville, VA (United States)
Singapore ETH Centre (Singapore)
Virginia Polytechnic Inst. and State Univ. (Virginia Tech), Blacksburg, VA (United States)
Trax.Co, Toronto (Canada)
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Salk Institute for Biological Studies, La Jolla, CA (United States)
Univ. of Delaware, Newark, DE (United States)
Dartmouth College, Hanover, NH (United States)
Technion-Israel Institute of Technology, Haifa (Israel)
Georgia Institute of Technology, Atlanta, GA (United States)
Delos Labs, New York, NY (United States)

Human-Building Interaction (HBI) is a convergent field that represents the growing complexities of the dynamic interplay between human experience and intelligence within built environments. This paper provides core definitions, research dimensions, and an overall vision for the future of HBI as developed through consensus among 25 interdisciplinary experts in a series of facilitated workshops. Three primary areas contribute to and require attention in HBI research: humans (human experiences, performance, and well-being), buildings (building design and operations), and technologies (sensing, inference, and awareness). Three critical interdisciplinary research domains intersect these areas: control systems and decision making, trust and collaboration, and modeling and simulation. Finally, at the core, it is vital for HBI research to center on and support equity, privacy, and sustainability. Compelling research questions are posed for each primary area, research domain, and core principle. State-of-the-art methods used in HBI studies are discussed, and examples of original research are offered to illustrate opportunities for the advancement of HBI research.

View Accepted Manuscript (DOE)

Research Organization:: Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)

Sponsoring Organization:: National Science Foundation (NSF); USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Building Technologies Office

Grant/Contract Number:: AC02-05CH11231; EE0007682

OSTI ID:: 1983918

Journal Information:: Scientific Reports, Journal Name: Scientific Reports Journal Issue: 1 Vol. 12; ISSN 2045-2322

Publisher:: Nature Publishing GroupCopyright Statement

Country of Publication:: United States

Language:: English

References (119)

Evaluating sense of community in the residential environment from the perspectives of symbolic interactionism and architectural design Molana, Hanieh H.; Adams, Richard E. Journal of Community Psychology, Vol. 47, Issue 7 https://doi.org/10.1002/jcop.22214	journal	June 2019
Climate-relevant behavioral spillover and the potential contribution of social practice theory: Climate-relevant behavioral spillover Nash, Nick; Whitmarsh, Lorraine; Capstick, Stuart Wiley Interdisciplinary Reviews: Climate Change, Vol. 8, Issue 6 https://doi.org/10.1002/wcc.481	journal	July 2017
Human-Building Interaction: When the Machine Becomes a Building Nembrini, Julien; Lalanne, Denis Human-Computer Interaction - INTERACT 2017 https://doi.org/10.1007/978-3-319-67684-5_21	book	January 2017
Virtual Sensors Martin, Dominik; Kühl, Niklas; Satzger, Gerhard Business & Information Systems Engineering, Vol. 63, Issue 3 https://doi.org/10.1007/s12599-021-00689-w	journal	March 2021
Towards unsupervised learning of thermal comfort using infrared thermography Ghahramani, Ali; Castro, Guillermo; Karvigh, Simin Ahmadi Applied Energy, Vol. 211 https://doi.org/10.1016/j.apenergy.2017.11.021	journal	February 2018
Real-time activity recognition for energy efficiency in buildings Ahmadi-Karvigh, Simin; Ghahramani, Ali; Becerik-Gerber, Burcin Applied Energy, Vol. 211 https://doi.org/10.1016/j.apenergy.2017.11.055	journal	February 2018
Personalized thermal comfort inference using RGB video images for distributed HVAC control Jazizadeh, Farrokh; Jung, Wooyoung Applied Energy, Vol. 220 https://doi.org/10.1016/j.apenergy.2018.02.049	journal	June 2018
Human-in-the-loop HVAC operations: A quantitative review on occupancy, comfort, and energy-efficiency dimensions Jung, Wooyoung; Jazizadeh, Farrokh Applied Energy, Vol. 239 https://doi.org/10.1016/j.apenergy.2019.01.070	journal	April 2019
Distributed energy management for community microgrids considering network operational constraints and building thermal dynamics Liu, Guodong; Jiang, Tao; Ollis, Thomas B. Applied Energy, Vol. 239 https://doi.org/10.1016/j.apenergy.2019.01.210	journal	April 2019
Residential loads flexibility potential for demand response using energy consumption patterns and user segments Afzalan, Milad; Jazizadeh, Farrokh Applied Energy, Vol. 254 https://doi.org/10.1016/j.apenergy.2019.113693	journal	November 2019
Energy saving potentials of integrating personal thermal comfort models for control of building systems: Comprehensive quantification through combinatorial consideration of influential parameters Jung, Wooyoung; Jazizadeh, Farrokh Applied Energy, Vol. 268 https://doi.org/10.1016/j.apenergy.2020.114882	journal	June 2020
The demands and resources arising from shared office spaces Morrison, Rachel L.; Macky, Keith A. Applied Ergonomics, Vol. 60 https://doi.org/10.1016/j.apergo.2016.11.007	journal	April 2017
Coordinating occupant behavior for building energy and comfort management using multi-agent systems Klein, Laura; Kwak, Jun-young; Kavulya, Geoffrey Automation in Construction, Vol. 22, p. 525-536 https://doi.org/10.1016/j.autcon.2011.11.012	journal	March 2012
The User Pre-Occupancy Evaluation Method in designer–client communication in early design stage: A case study Shen, Weilin; Zhang, Xiaoling; Qiping Shen, Geoffrey Automation in Construction, Vol. 32 https://doi.org/10.1016/j.autcon.2013.01.014	journal	July 2013
Optimal path planning in real time for dynamic building fire rescue operations using wireless sensors and visual guidance Chou, Jui-Sheng; Cheng, Min-Yuan; Hsieh, Yo-Min Automation in Construction, Vol. 99 https://doi.org/10.1016/j.autcon.2018.11.020	journal	March 2019
Lean production theory-based simulation of modular construction processes Goh, Matthew; Goh, Yang Miang Automation in Construction, Vol. 101 https://doi.org/10.1016/j.autcon.2018.12.017	journal	May 2019
Simulating multi-agent narratives for pre-occupancy evaluation of architectural designs Schaumann, Davide; Putievsky Pilosof, Nirit; Sopher, Hadas Automation in Construction, Vol. 106 https://doi.org/10.1016/j.autcon.2019.102896	journal	October 2019
Wireless sensor network for estimating building performance Frei, Mario; Deb, Chirag; Stadler, Ruben Automation in Construction, Vol. 111 https://doi.org/10.1016/j.autcon.2019.103043	journal	March 2020
Beyond the shortest-path: Towards cognitive occupancy modeling in BIM Gath-Morad, Michal; Aguilar Melgar, Leonel Enrique; Conroy-Dalton, Ruth Automation in Construction, Vol. 135 https://doi.org/10.1016/j.autcon.2022.104131	journal	March 2022
How people use thermostats in homes: A review Peffer, Therese; Pritoni, Marco; Meier, Alan Building and Environment, Vol. 46, Issue 12 https://doi.org/10.1016/j.buildenv.2011.06.002	journal	December 2011
Healing environment: A review of the impact of physical environmental factors on users Huisman, E. R. C. M.; Morales, E.; van Hoof, J. Building and Environment, Vol. 58 https://doi.org/10.1016/j.buildenv.2012.06.016	journal	December 2012
Immersive virtual environments, understanding the impact of design features and occupant choice upon lighting for building performance Heydarian, Arsalan; Carneiro, Joao P.; Gerber, David Building and Environment, Vol. 89 https://doi.org/10.1016/j.buildenv.2015.02.038	journal	July 2015
An online learning approach for quantifying personalized thermal comfort via adaptive stochastic modeling Ghahramani, Ali; Tang, Chao; Becerik-Gerber, Burcin Building and Environment, Vol. 92 https://doi.org/10.1016/j.buildenv.2015.04.017	journal	October 2015
Occupant interactions with shading and lighting systems using different control interfaces: A pilot field study Sadeghi, Seyed Amir; Karava, Panagiota; Konstantzos, Iason Building and Environment, Vol. 97 https://doi.org/10.1016/j.buildenv.2015.12.008	journal	February 2016
Ten questions concerning inclusive design of the built environment Heylighen, Ann; Van der Linden, Valerie; Van Steenwinkel, Iris Building and Environment, Vol. 114 https://doi.org/10.1016/j.buildenv.2016.12.008	journal	March 2017
A literature review on driving factors and contextual events influencing occupants' behaviours in buildings Stazi, Francesca; Naspi, Federica; D'Orazio, Marco Building and Environment, Vol. 118 https://doi.org/10.1016/j.buildenv.2017.03.021	journal	June 2017
Vision-based thermal comfort quantification for HVAC control Jung, Wooyoung; Jazizadeh, Farrokh Building and Environment, Vol. 142 https://doi.org/10.1016/j.buildenv.2018.05.018	journal	September 2018
Correlation of ambient air temperature and cognitive performance: A systematic review and meta-analysis Yeganeh, Armin Jeddi; Reichard, Georg; McCoy, Andrew P. Building and Environment, Vol. 143 https://doi.org/10.1016/j.buildenv.2018.07.002	journal	October 2018
LightLearn: An adaptive and occupant centered controller for lighting based on reinforcement learning Park, June Young; Dougherty, Thomas; Fritz, Hagen Building and Environment, Vol. 147 https://doi.org/10.1016/j.buildenv.2018.10.028	journal	January 2019
Ten questions concerning the built environment and mental health Hoisington, Andrew J.; Stearns-Yoder, Kelly A.; Schuldt, Steven J. Building and Environment, Vol. 155 https://doi.org/10.1016/j.buildenv.2019.03.036	journal	May 2019
Comparative assessment of HVAC control strategies using personal thermal comfort and sensitivity models Jung, Wooyoung; Jazizadeh, Farrokh Building and Environment, Vol. 158 https://doi.org/10.1016/j.buildenv.2019.04.043	journal	July 2019
Linking human-building interactions in shared offices with personality traits Hong, Tianzhen; Chen, Chien-fei; Wang, Zhe Building and Environment, Vol. 170 https://doi.org/10.1016/j.buildenv.2019.106602	journal	March 2020
The impact of a view from a window on thermal comfort, emotion, and cognitive performance Ko, Won Hee; Schiavon, Stefano; Zhang, Hui Building and Environment, Vol. 175 https://doi.org/10.1016/j.buildenv.2020.106779	journal	May 2020
A review of select human-building interfaces and their relationship to human behavior, energy use and occupant comfort Day, Julia K.; McIlvennie, Claire; Brackley, Connor Building and Environment, Vol. 178 https://doi.org/10.1016/j.buildenv.2020.106920	journal	July 2020
What drives our behaviors in buildings? A review on occupant interactions with building systems from the lens of behavioral theories Heydarian, Arsalan; McIlvennie, Claire; Arpan, Laura Building and Environment, Vol. 179 https://doi.org/10.1016/j.buildenv.2020.106928	journal	July 2020
Ten questions concerning occupant health in buildings during normal operations and extreme events including the COVID-19 pandemic Awada, Mohamad; Becerik-Gerber, Burcin; Hoque, Simi Building and Environment, Vol. 188 https://doi.org/10.1016/j.buildenv.2020.107480	journal	January 2021
Inclusion, diversity, equity and accessibility in the built environment: A study of architectural design practice Zallio, Matteo; Clarkson, P. John Building and Environment, Vol. 206 https://doi.org/10.1016/j.buildenv.2021.108352	journal	December 2021
Occupant health in buildings: Impact of the COVID-19 pandemic on the opinions of building professionals and implications on research Awada, Mohamad; Becerik-Gerber, Burçin; White, Elizabeth Building and Environment, Vol. 207 https://doi.org/10.1016/j.buildenv.2021.108440	journal	January 2022
A proposed radicality evaluation method for design ideas at conceptual design stage Liu, Wei; Tan, Runhua; Cao, Guozhong Computers & Industrial Engineering, Vol. 132 https://doi.org/10.1016/j.cie.2019.04.027	journal	June 2019
Current research on Internet of Things (IoT) security: A survey Mohamad Noor, Mardiana binti; Hassan, Wan Haslina Computer Networks, Vol. 148 https://doi.org/10.1016/j.comnet.2018.11.025	journal	January 2019
Possibilities and benefits of a new method of modifying conventional building materials with phase-change materials (PCMs) Ryms, Michał; Klugmann-Radziemska, Ewa Construction and Building Materials, Vol. 211 https://doi.org/10.1016/j.conbuildmat.2019.03.277	journal	June 2019
The impact of information technology on design methods, products and practices Kalay, Yehuda E. Design Studies, Vol. 27, Issue 3 https://doi.org/10.1016/j.destud.2005.11.001	journal	May 2006
The use and evolution of design methods in professional design practice Schønheyder, Jan Fredrik; Nordby, Kjetil Design Studies, Vol. 58 https://doi.org/10.1016/j.destud.2018.04.001	journal	September 2018
Design of a Hybrid Fiber Optic Daylighting and PV Solar Lighting System Lv, Yuexia; Xia, Longyu; Yan, Jinyue Energy Procedia, Vol. 145 https://doi.org/10.1016/j.egypro.2018.04.087	journal	July 2018
Advanced Building Control via Deep Reinforcement Learning Jia, Ruoxi; Jin, Ming; Sun, Kaiyu Energy Procedia, Vol. 158 https://doi.org/10.1016/j.egypro.2019.01.494	journal	February 2019
Spatiotemporal lighting load disaggregation using light intensity signal Jazizadeh, Farrokh; Ahmadi-Karvigh, Simin; Becerik-Gerber, Burcin Energy and Buildings, Vol. 69 https://doi.org/10.1016/j.enbuild.2013.11.040	journal	February 2014
Measurement and classification of energy efficiency in HVAC systems Alves, Octávio; Monteiro, Eliseu; Brito, Paulo Energy and Buildings, Vol. 130 https://doi.org/10.1016/j.enbuild.2016.08.070	journal	October 2016
One size does not fit all: Understanding user preferences for building automation systems Ahmadi-Karvigh, Simin; Ghahramani, Ali; Becerik-Gerber, Burcin Energy and Buildings, Vol. 145 https://doi.org/10.1016/j.enbuild.2017.04.015	journal	June 2017
Self-configuring event detection in electricity monitoring for human-building interaction Afzalan, Milad; Jazizadeh, Farrokh; Wang, Jue Energy and Buildings, Vol. 187 https://doi.org/10.1016/j.enbuild.2019.01.036	journal	March 2019
A review of smart building sensing system for better indoor environment control Dong, Bing; Prakash, Vishnu; Feng, Fan Energy and Buildings, Vol. 199 https://doi.org/10.1016/j.enbuild.2019.06.025	journal	September 2019
Social barriers to the adoption of smart homes Balta-Ozkan, Nazmiye; Davidson, Rosemary; Bicket, Martha Energy Policy, Vol. 63 https://doi.org/10.1016/j.enpol.2013.08.043	journal	December 2013
Beyond energy efficiency and individual behaviours: policy insights from social practice theories Labanca, Nicola; Bertoldi, Paolo Energy Policy, Vol. 115 https://doi.org/10.1016/j.enpol.2018.01.027	journal	April 2018
Information, timing, and display: A design-behavior framework for improving the effectiveness of eco-feedback Sanguinetti, Angela; Dombrovski, Kelsea; Sikand, Suhaila Energy Research & Social Science, Vol. 39 https://doi.org/10.1016/j.erss.2017.10.001	journal	May 2018
Mind the gap: A social sciences review of energy efficiency Dunlop, Tessa Energy Research & Social Science, Vol. 56 https://doi.org/10.1016/j.erss.2019.05.026	journal	October 2019
Of impacts, agents, and functions: An interdisciplinary meta-review of smart home energy management systems research McIlvennie, Claire; Sanguinetti, Angela; Pritoni, Marco Energy Research & Social Science, Vol. 68 https://doi.org/10.1016/j.erss.2020.101555	journal	October 2020
Perspectives of occupants with mobility impairments on evacuation methods for use during fire emergencies Butler, Kathryn; Kuligowski, Erica; Furman, Susanne Fire Safety Journal, Vol. 91 https://doi.org/10.1016/j.firesaf.2017.04.025	journal	July 2017
“Just Follow the Lights”: A Ubiquitous Framework for Low-Cost, Mixed Fidelity Navigation in Indoor Built Environments Dasler, Philip; Malik, Sana; Mauriello, Matthew Louis International Journal of Human-Computer Studies, Vol. 155 https://doi.org/10.1016/j.ijhcs.2021.102692	journal	November 2021
An occasion for unselfing: Beautiful nature leads to prosociality Zhang, Jia Wei; Piff, Paul K.; Iyer, Ravi Journal of Environmental Psychology, Vol. 37 https://doi.org/10.1016/j.jenvp.2013.11.008	journal	March 2014
Lights, building, action: Impact of default lighting settings on occupant behaviour Heydarian, Arsalan; Pantazis, Evangelos; Carneiro, Joao P. Journal of Environmental Psychology, Vol. 48 https://doi.org/10.1016/j.jenvp.2016.11.001	journal	December 2016
BIM in off-site manufacturing for buildings Abanda, F. H.; Tah, J. H. M.; Cheung, F. K. T. Journal of Building Engineering, Vol. 14 https://doi.org/10.1016/j.jobe.2017.10.002	journal	November 2017
Energy Saving Techniques and Strategies for Illumination in Industry Kralikova, Ruzena; Andrejiova, Miriam; Wessely, Emil Procedia Engineering, Vol. 100 https://doi.org/10.1016/j.proeng.2015.01.357	journal	January 2015
Assessing the energy efficiency improvement potentials of HVAC systems considering economic and environmental aspects at the hospitals Teke, Ahmet; Timur, Oğuzhan Renewable and Sustainable Energy Reviews, Vol. 33 https://doi.org/10.1016/j.rser.2014.02.002	journal	May 2014
A review of occupant-centric building control strategies to reduce building energy use Naylor, Sophie; Gillott, Mark; Lau, Tom Renewable and Sustainable Energy Reviews, Vol. 96 https://doi.org/10.1016/j.rser.2018.07.019	journal	November 2018
A 4-dimensional model and combined methodological approach to inclusive Urban planning and design for ALL Rebernik, Nataša; Goličnik Marušić, Barbara; Bahillo, Alfonso Sustainable Cities and Society, Vol. 44 https://doi.org/10.1016/j.scs.2018.10.001	journal	January 2019
Optical and visual experimental characterization of a glazing system with monolithic silica aerogel Zinzi, Michele; Rossi, Giuseppe; Anderson, Ann M. Solar Energy, Vol. 183 https://doi.org/10.1016/j.solener.2019.03.013	journal	May 2019
Everyone should decide how their digital data are used — not just tech companies Sadowski, Jathan; Viljoen, Salomé; Whittaker, Meredith Nature, Vol. 595, Issue 7866 https://doi.org/10.1038/d41586-021-01812-3	journal	July 2021
Illuminating the dark spaces of healthcare with ambient intelligence Haque, Albert; Milstein, Arnold; Fei-Fei, Li Nature, Vol. 585, Issue 7824 https://doi.org/10.1038/s41586-020-2669-y	journal	September 2020
flEECe, an energy use and occupant behavior dataset for net-zero energy affordable senior residential buildings Paige, Frederick; Agee, Philip; Jazizadeh, Farrokh Scientific Data, Vol. 6, Issue 1 https://doi.org/10.1038/s41597-019-0275-3	journal	November 2019
Visibility matters during wayfinding in the vertical Gath-Morad, Michal; Thrash, Tyler; Schicker, Julia Scientific Reports, Vol. 11, Issue 1 https://doi.org/10.1038/s41598-021-98439-1	journal	September 2021
The impact of security countermeasures on human behavior during active shooter incidents Zhu, Runhe; Lucas, Gale M.; Becerik-Gerber, Burcin Scientific Reports, Vol. 12, Issue 1 https://doi.org/10.1038/s41598-022-04922-8	journal	January 2022
Human-Building Interaction Framework for Personalized Thermal Comfort-Driven Systems in Office Buildings Jazizadeh, Farrokh; Ghahramani, Ali; Becerik-Gerber, Burcin Journal of Computing in Civil Engineering, Vol. 28, Issue 1 https://doi.org/10.1061/(ASCE)CP.1943-5487.0000300	journal	January 2014
Computational Framework Incorporating Human Behaviors for Egress Simulations Chu, Mei Ling; Law, Kincho Journal of Computing in Civil Engineering, Vol. 27, Issue 6 https://doi.org/10.1061/(ASCE)CP.1943-5487.0000313	journal	November 2013
Continuous Sensing of Occupant Perception of Indoor Ambient Factors Jazizadeh, Farrokh; Kavulya, Geoffrey; Klein, Laura Computing in Civil Engineering (2011) https://doi.org/10.1061/41182(416)20	conference	June 2011
Human-Building Interaction for Energy Conservation in Office Buildings Jazizadeh, Farrokh; Kavulya, Geoffrey; Kwak, Jun-Young Construction Research Congress 2012 https://doi.org/10.1061/9780784412329.184	conference	May 2012
Non-Intrusive Detection of Respiration for Smart Control of HVAC System Jung, Wooyoung; Jazizadeh, Farrokh Computing in Civil Engineering 2017 https://doi.org/10.1061/9780784480847.039	conference	June 2017
JOIN: an integrated platform for joint simulation of occupant-building interactions Schaumann, Davide; Moon, Seonghyeon; Usman, Muhammad Architectural Science Review, Vol. 63, Issue 3-4 https://doi.org/10.1080/00038628.2019.1662767	journal	September 2019
Learning to live in a smart home Hargreaves, Tom; Wilson, Charlie; Hauxwell-Baldwin, Richard Building Research & Information, Vol. 46, Issue 1 https://doi.org/10.1080/09613218.2017.1286882	journal	February 2017
AI-powered virtual assistants nudging occupants for energy saving: proactive smart speakers for HVAC control He, Tianzhi; Jazizadeh, Farrokh; Arpan, Laura Building Research & Information, Vol. 50, Issue 4 https://doi.org/10.1080/09613218.2021.2012119	journal	December 2021
Probes, toolkits and prototypes: three approaches to making in codesigning Sanders, Elizabeth B. -N.; Stappers, Pieter Jan CoDesign, Vol. 10, Issue 1 https://doi.org/10.1080/15710882.2014.888183	journal	January 2014
The Internet-of-Buildings (IoB) — Digital twin convergence of wearable and IoT data with GIS/BIM Miller, Clayton; Abdelrahman, Mahmoud; Chong, Adrian Journal of Physics: Conference Series, Vol. 2042, Issue 1 https://doi.org/10.1088/1742-6596/2042/1/012041	journal	November 2021
Impacts of Working From Home During COVID-19 Pandemic on Physical and Mental Well-Being of Office Workstation Users Xiao, Yijing; Becerik-Gerber, Burcin; Lucas, Gale Journal of Occupational & Environmental Medicine, Vol. 63, Issue 3 https://doi.org/10.1097/JOM.0000000000002097	journal	November 2020
Simulating the impact of facility design on operations: a study in an internal medicine ward Schaumann, Davide; Putievsky Pilosof, Nirit; Gath-Morad, Michal Facilities, Vol. 38, Issue 7/8 https://doi.org/10.1108/F-10-2018-0132	journal	February 2020
A Machine Learning Framework to Infer Time-of-Use of Flexible Loads: Resident Behavior Learning for Demand Response Afzalan, Milad; Jazizadeh, Farrokh IEEE Access, Vol. 8 https://doi.org/10.1109/ACCESS.2020.3002155	journal	January 2020
A Survey on Human-in-the-Loop Applications Towards an Internet of All Nunes, David Sousa; Zhang, Pei; Sa Silva, Jorge IEEE Communications Surveys & Tutorials, Vol. 17, Issue 2 https://doi.org/10.1109/COMST.2015.2398816	journal	January 2015
Integrating physical and social sensing to enable smart city mobility services Qiu, Robin G.; Qiu, Lawrence; Badr, Youakim 2016 IEEE 14th International Conference on Industrial Informatics (INDIN) https://doi.org/10.1109/INDIN.2016.7819291	conference	July 2016
Intelligent Agents to Improve Thermal Satisfaction by Controlling Personal Comfort Systems Under Different Levels of Automation Aryal, Ashrant; Becerik-Gerber, Burcin; Lucas, Gale M. IEEE Internet of Things Journal, Vol. 8, Issue 8 https://doi.org/10.1109/JIOT.2020.3038378	journal	April 2021
The Future of Human-in-the-Loop Cyber-Physical Systems Schirner, Gunar; Erdogmus, Deniz; Chowdhury, Kaushik Computer, Vol. 46, Issue 1 https://doi.org/10.1109/MC.2013.31	journal	January 2013
The Privacy Landscape of Pervasive Computing Hong, Jason IEEE Pervasive Computing, Vol. 16, Issue 3 https://doi.org/10.1109/MPRV.2017.2940957	journal	January 2017
Real-Time Fine Grained Occupancy Estimation Using Depth Sensors on ARM Embedded Platforms Munir, Sirajum; Arora, Ripudaman Singh; Hesling, Craig 2017 IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS) https://doi.org/10.1109/RTAS.2017.8	conference	April 2017
Cognitive performance was reduced by higher air temperature even when thermal comfort was maintained over the 24–28°C range Lan, Li; Tang, Jieyu; Wargocki, Pawel Indoor Air, Vol. 32, Issue 1 https://doi.org/10.1111/ina.12916	journal	July 2021
Toward adaptive comfort management in office buildings using participatory sensing for end user driven control Jazizadeh, Farrokh; Becerik-Gerber, Burcin Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings https://doi.org/10.1145/2422531.2422533	conference	November 2012
Future of Human-Building Interaction Alavi, Hamed S.; Lalanne, Denis; Nembrini, Julien Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems https://doi.org/10.1145/2851581.2856502	conference	May 2016
Deconstructing human-building interaction Alavi, Hamed S.; Churchill, Elizabeth; Kirk, David Interactions, Vol. 23, Issue 6 https://doi.org/10.1145/2991897	journal	October 2016
Towards integration of doppler radar sensors into personalized thermoregulation-based control of HVAC Jung, Wooyoung; Jazizadeh, Farrokh Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments https://doi.org/10.1145/3137133.3137166	conference	November 2017
Embed Jazizadeh, Farrokh; Afzalan, Milad; Becerik-Gerber, Burcin Proceedings of the Ninth International Conference on Future Energy Systems https://doi.org/10.1145/3208903.3208939	conference	June 2018
Thermporal Mauriello, Matthew Louis; McNally, Brenna; Froehlich, Jon E. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems https://doi.org/10.1145/3290605.3300343	conference	May 2019
Towards a Responsible Innovation Agenda for HCI Bates, Oliver; New, Kathy; Mitchell-Finnigan, Samantha Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems https://doi.org/10.1145/3290607.3299017	conference	May 2019
Indoor Positioning Based on Visible Light Communication Afzalan, Milad; Jazizadeh, Farrokh ACM Computing Surveys, Vol. 52, Issue 2 https://doi.org/10.1145/3299769	journal	May 2019
Temporal Constraints in Human--Building Interaction Johansen, Stine Schmieg; Kjeldskov, Jesper; Skov, Mikael B. ACM Transactions on Computer-Human Interaction, Vol. 26, Issue 2 https://doi.org/10.1145/3301424	journal	April 2019
Introduction to Human-Building Interaction (HBI): Interfacing HCI with Architecture and Urban Design Alavi, Hamed S.; Churchill, Elizabeth F.; Wiberg, Mikael ACM Transactions on Computer-Human Interaction, Vol. 26, Issue 2 https://doi.org/10.1145/3309714	journal	April 2019
A Hybrid Approach to Privacy-Preserving Federated Learning Truex, Stacey; Baracaldo, Nathalie; Anwar, Ali Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security https://doi.org/10.1145/3338501.3357370	conference	November 2019
Semantic search in household energy consumption segmentation through descriptive characterization Afzalan, Milad; Jazizadeh, Farrokh Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation https://doi.org/10.1145/3360322.3360865	conference	November 2019
The Haunted Desk: Exploring Non-Volitional Behavior Change with Everyday Robotics Kim, Lawrence H.; Leon, Annel Amelia; Sankararaman, Ganapathy Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction https://doi.org/10.1145/3434074.3447131	conference	March 2021
What Is Energy For? Social Practice and Energy Demand Shove, Elizabeth; Walker, Gordon Theory, Culture & Society, Vol. 31, Issue 5 https://doi.org/10.1177/0263276414536746	journal	July 2014
The physical environment of office work: Future open plan offices Ayoko, Oluremi B.; Ashkanasy, Neal M. Australian Journal of Management, Vol. 45, Issue 3 https://doi.org/10.1177/0312896220921913	journal	May 2020
Investigation of human eye pupil sizes as a measure of visual sensation in the workplace environment with a high lighting colour temperature Choi, Joon-Ho Indoor and Built Environment, Vol. 26, Issue 4 https://doi.org/10.1177/1420326X15626585	journal	January 2016
Negotiating Time and Space When Working From Home: Experiences During COVID-19 Fukumura, Yoko E.; Schott, Joseph M.; Lucas, Gale M. OTJR: Occupation, Participation and Health, Vol. 41, Issue 4 https://doi.org/10.1177/15394492211033830	journal	July 2021
Deep-Learning for Occupancy Detection Using Doppler Radar and Infrared Thermal Array Sensors Abedi, Milad; Jazizadeh, Farrokh Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC) https://doi.org/10.22260/ISARC2019/0146	conference	May 2019
Smart Desks to Promote Comfort, Health, and Productivity in Offices: A Vision for Future Workplaces Aryal, Ashrant; Becerik-Gerber, Burcin; Anselmo, Francesco Frontiers in Built Environment, Vol. 5 https://doi.org/10.3389/fbuil.2019.00076	journal	June 2019
Artificial Intelligence Evolution in Smart Buildings for Energy Efficiency Farzaneh, Hooman; Malehmirchegini, Ladan; Bejan, Adrian Applied Sciences, Vol. 11, Issue 2 https://doi.org/10.3390/app11020763	journal	January 2021
A Review of Psychological Literature on the Health and Wellbeing Benefits of Biophilic Design Gillis, Kaitlyn; Gatersleben, Birgitta Buildings, Vol. 5, Issue 3 https://doi.org/10.3390/buildings5030948	journal	August 2015
Occupational Stress and Workplace Design Hui, Felix; Aye, Lu Buildings, Vol. 8, Issue 10 https://doi.org/10.3390/buildings8100133	journal	September 2018
Quantification of Demand-Supply Balancing Capacity among Prosumers and Consumers: Community Self-Sufficiency Assessment for Energy Trading Afzalan, Milad; Jazizadeh, Farrokh Energies, Vol. 14, Issue 14 https://doi.org/10.3390/en14144318	journal	July 2021
Worker Perspectives on Incorporating Artificial Intelligence into Office Workspaces: Implications for the Future of Office Work Fukumura, Yoko E.; Gray, Julie McLaughlin; Lucas, Gale M. International Journal of Environmental Research and Public Health, Vol. 18, Issue 4 https://doi.org/10.3390/ijerph18041690	journal	February 2021
Permanent Supportive Housing Design Characteristics Associated with the Mental Health of Formerly Homeless Adults in the U.S. and Canada: An Integrative Review Rollings, Kimberly A.; Bollo, Christina S. International Journal of Environmental Research and Public Health, Vol. 18, Issue 18 https://doi.org/10.3390/ijerph18189588	journal	September 2021
Heat Flux Sensing for Machine-Learning-Based Personal Thermal Comfort Modeling Jung, Wooyoung; Jazizadeh, Farrokh; Diller, Thomas E. Sensors, Vol. 19, Issue 17 https://doi.org/10.3390/s19173691	journal	August 2019
On Supporting University Communities in Indoor Wayfinding: An Inclusive Design Approach Prandi, Catia; Delnevo, Giovanni; Salomoni, Paola Sensors, Vol. 21, Issue 9 https://doi.org/10.3390/s21093134	journal	April 2021
Emerging Smart Home Technologies to Facilitate Engaging With Aging Choi, Yong K.; Lazar, Amanda; Demiris, George Journal of Gerontological Nursing, Vol. 45, Issue 12 https://doi.org/10.3928/00989134-20191105-06	journal	December 2019
Review of Smart Hospital Services in Real Healthcare Environments Kwon, Hyuktae; An, Sunhee; Lee, Ho-Young Healthcare Informatics Research, Vol. 28, Issue 1 https://doi.org/10.4258/hir.2022.28.1.3	journal	January 2022

Similar Records

Meeting report for the 1st skin microbiota workshop, Boulder, CO, October 15-16, 2012

Journal Article · Sun Dec 07 19:00:00 EST 2014 · Standards in Genomic Sciences · OSTI ID:1626667

Proceedings of the 2009 Performance Metrics for Intelligent Systems Workshop

Book · Tue Sep 01 00:00:00 EDT 2009 · OSTI ID:965319

Intelligent robots and computer vision; Proceedings of the Fifth Meeting, Cambridge, MA, Oct. 28-31, 1986

Conference · Wed Dec 31 23:00:00 EST 1986 · OSTI ID:5263261

Related Subjects

42 ENGINEERING
Civil engineering
Environmental impact
Mechanical engineering
Occupational health
Quality of life

The field of human building interaction for convergent research and innovation for intelligent built environments

Citation Formats

References (119)

Similar Records

Related Subjects