CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id ecaade2016_166
authors Trento, Armando and Fioravanti, Antonio
year 2016
title Human Behaviour Simulation to Enhance Workspace Wellbeing and Productivity - A BIM and Ontologies implementation path
source Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 2, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 315-325
summary Three-quarters of the production value are generated during activities that involve thinking, conducting relational and brainstorming activities. Most of the European office buildings today have been designed on more than fifty year old architectural and psychosocial concepts. To improve wellbeing and productivity, design innovation focuses on human's use-process, evolving individual workspace to flexible and specialized ones, according to the users tasks - activity-based. BIM supports sophisticated behaviors simulation such as energy, acoustics, although the state of the art, this paradigm is not able to manage space use-processes. Compared to current research on simulation systems, the proposed method links spaces to user's Behavioral Knowledge including formalization of Personality Typologies and profiled behavioral patterns. A hybrid approach for computational technique has been identified, combining (big) data-driven algorithm with ontology-based context reasoning, in order to achieve both, the best performance from intensive data-driven methods, and the finest adaptation for ontological context awareness (including unexplored context capabilities and objects adaptations).
keywords Event Ontology; Design Knowledge Representation and Management; Human Behaviour, BIM
series eCAADe
email armando.trento@uniroma1.it
full text file.pdf (126,427 bytes)
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100%; open Carrara, G., Fioravanti, A., Loffreda, G. and Trento, A. (2009) Find in CUMINCAD An Ontology-Based Knowledge Representation Model for Cross-disciplinary Building Design - A General Template , Proceedings of eCAADe 2009, Istanbul, pp. 367-373
100%; open Chastain, T., Kalay, Y.E. and Peri, C. (2002) Find in CUMINCAD Square peg in a round hole or horseless carriage? Reflections on the use of computing in architecture , Automation in Construction, 11 (2), pp. 237-248
100%; open Chen, L. and Nugent, C.D. (2009) Find in CUMINCAD Ontology-based activity recognition in intelligent pervasive environments , International Journal of Web Information Systems (IJWIS), 5, 4, pp. 410-430
100%; open Diaz Rodrigues, N.A. (2015) Find in CUMINCAD Semantic and Fuzzy Modelling for Human Behaviour Recognition in Smart Spaces. A Case Study on Ambient Assisted Living , Ph.D. Thesis, TUCS - Turku Centre for Computer Science
100%; open Fioravanti, A., Loffreda, G. and Trento, A. (2011) Find in CUMINCAD An innovative comprehensive knowledge model of architectural design process , International Journal of Design Sciences & Technology, 11 (2), pp. 1-18
100%; open Gargaro, S. and Fioravanti, A. (2013) Find in CUMINCAD A Context-Knowledge Model for Architectural Design A holistic approach by means of artificial intelligence techniques , Proceedings of eCAADe 2013, Delft, pp. 81-90
100%; open Ioannidis, D., Tzovaras, D. and Malavazos, C. (2012) Find in CUMINCAD Occupancy and Business Modelling , Proceedings of European Conference on Product and Process Modelling (ECPPM) - 3rd Workshop on eeBDM, eeBIM, Reykjavik
100%; open Remagnino, P., Hagras, H., Monekosso, N. and Velastin, S. (2005) Find in CUMINCAD Ambient intelligence , Remagnino, P., Foresti, G. and Ellis, T. (eds), Ambient intelligence, Springer, New York, pp. 1-14
100%; open Ros, M., Cuellar, M.P., Delgado, M. and Vila, A. (2013) Find in CUMINCAD Online recognition of human activities and adaptation to habit changes by means of learning automata and fuzzy temporal windows , Information Sciences, 220, 20, p. 86-101
100%; open Tabak, V. (2009) Find in CUMINCAD User Simulation of Space Utilisation. System for Office Building Usage Simulation , Ph.D. Thesis, Technische Universiteit Eindhoven
100%; open Trento, A. and Fioravanti, A. (2014) Find in CUMINCAD Human Activity Modelling Performed by Means of Use Process Ontologies , Proceedings of eCAADe 2014, Newcastle, pp. 385-394
100%; open Trento, A., Fioravanti, A. and Simeone, D. (2013) Find in CUMINCAD Building-Use Knowledge Representation for Architectural Design. An ontology-based implementation , Proceedings of eCAADe 2013, Prague, pp. 683-689
100%; open Wurzer, G., Fioravanti, A., Loffreda, G. and Trento, A. (2010) Find in CUMINCAD Function & Action: Verifying a functional program in a game-oriented environment , Proceedings of eCAADe 2010, Zurich, pp. 389-394
100%; open Wurzer, G. (2010) Find in CUMINCAD Schematic Systems - Constraining Functions Through Processes (and Vice Versa) , International Journal of Architectural Computing, 8 (2), pp. 201-217
100%; open Zimmermann, G. (2006) Find in CUMINCAD Multi-Agent Model to Multi-Process Transformation - A housing market case study. , Proceedings of 8th International Design and Decision Support Systems Conference, Einhoven, pp. 203-219

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