Cumincad : CUMINCAD Papers : Search Results

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

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_id	sigradi2014_339
id	sigradi2014_339
authors	Arenas Bahamondes, Felipe Ignacio; Claudio Andrés Fredes Osses
year	2014
title	Principios de diseño de juegos ubicuos: Modelo para la implementación de juegos de infraestructura multimedial en espacios aumentados [Design principles of ubiquitous games: A model for implementing games of multimedia infrastructure in augmented spaces]
source	siGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay - Montevideo 12 - 14 November 2014, pp. 450-454
summary	This research aims to build a method for making ubiquitous games using urban screens. It explores the boundaries between the fields of architecture, new media art and design, describing a theoretical framework that illustrates the potentials of designing game systems in the public space as well as the benefits that include the use of public screens to construct social interaction. Through the analysis and interpretation of several case studies we were able to determine the key aspects that designers should consider developing this kind of projects.
keywords	Ubiquitous games; Augmented spaces; Urban screens; Public space; Active citizenship
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	acadia14projects_173
id	acadia14projects_173
authors	Huang, Alvin
year	2014
title	Daegu Gosan Public Library
source	ACADIA 14: Design Agency [Projects of the 34th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 9789126724478]Los Angeles 23-25 October, 2014), pp. 173-176
doi	https://doi.org/10.52842/conf.acadia.2014.173
summary	A proposal for a public library with intelligent, open and integrated systems which supersedes the media storage methods of the past and changes the library space into a hybrid environment through ubiquitous information resources, integrated furnishings and active communal social spaces
keywords	Intelligent Environments, Computational design analysis, New digital design concepts and strategies, Computational design research and education, Virtual/augmented reality and interactive environments, Practice-based and interdisciplinary computational design research
series	ACADIA
type	Practice Projects
email
last changed	2022/06/07 07:49

_id	sigradi2014_030
id	sigradi2014_030
authors	Borges, Marina Ferreira; Ricardo Hallal Fakury
year	2014
title	Processo iterativo de design paramétrico e projeto estrutural aplicado ao desenvolvimento de torre eólica [Iterative process of parametric design and structural project applied to the development of lattice and wind power]
source	SIGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay - Montevideo 12 - 14 November 2014, pp. 35-38
summary	This article proposes to study the process of parametric design integrated analysis and structural design. This application model is called Performative Model; the form is generated based on performance criteria. The digital tools facilitate the information flow between designers using parametric model and Finite Element Analysis. To research the method of Performative Model is proposed the development of a conceptual framework of lattice wind tower with the aim of a quantitative and qualitative structure optimization. Therefore, the parametric modeling will be done using Rhinoceros software, the plugin for creating algorithms Grasshoper and structural analysis plugin Scan & Solve.
keywords	Performative model; Parametric model; Finite Element Analysis; Lattice Wind Tower
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	ecaade2014_030
id	ecaade2014_030
authors	Ellen Kathrine Hansen and Michael Mullins
year	2014
title	Lighting Design - Toward a synthesis of science, media technology and architecture
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 613-620
doi	https://doi.org/10.52842/conf.ecaade.2014.2.613
wos	WOS:000361385100064
summary	Light as a multi-dimensional design element has fundamental importance for a sustainable environment. The paper discusses the need for an integration of scientific, technical and creative approaches to light and presents theory, methods and applications toward fulfilling this need. A theory of design developed from three experiments show how distinct qualitative and quantitative criteria in different disciplinary traditions can be integrated successfully, despite disparate technical/scientific, social scientific and art/humanities backgrounds. The model is applied to a pedagogical curriculum in the context of multi-level learning competencies.
keywords	Lighting design; collaborative design; trans disciplinary design; media technology; architectural experiments
series	eCAADe
email
last changed	2022/06/07 07:55

_id	caadria2014_002
id	caadria2014_002
authors	Haeusler, M. Hank; Danny Nguyen and Margaret Goldsack
year	2014
title	Ruled Surface Media Facades
source	Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 689–698
doi	https://doi.org/10.52842/conf.caadria.2014.689
summary	Traditionally media facades have been created using 2D surfaces, not dissimilar to televisions. As computational architecture continues to explore non-Euclidian shapes it is a logical process to investigate the use and possibilities of emerging complex curved surfaces for the display of media content to match architectural design aspirations with demands of ubiquitous city concepts of penetrating surfaces with information. Drawing on existing architectural knowledge of ruled surfaces the paper outlines the implementation of adopting existing principles from architecture and mathematics to contemporary discussions in media architecture. It demonstrates that ruled surfaces can function as media facades by simulating ten different ruled surface types in Grasshopper and overlaying them with different video content. Based on the results the team proceeded to build a 1:1 prototype of a hyperbolic paraboloid to test if the simulated results in the computer matched with the physical model. The prototype was further tested using media content to observe the visibility of the display from various viewing positions. Based on the findings the paper concludes that ruled surface media facades are feasible. This investigation, its proposed hypothesis, methodology, implications, significance and evaluation are presented in the paper.
keywords	Media facades; responsive architecture; ruled surfaces; non-Euclidian spaces
series	CAADRIA
email
last changed	2022/06/07 07:49

_id	ecaade2014_224
id	ecaade2014_224
authors	Mohammad Rahmani Asl, Michael Bergin, Adam Menter and Wei Yan
year	2014
title	BIM-based Parametric Building Energy Performance Multi-Objective Optimization
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 455-464
doi	https://doi.org/10.52842/conf.ecaade.2014.2.455
wos	WOS:000361385100048
summary	Building energy performance assessments are complex multi-criteria problems. Appropriate tools that can help designers explore design alternatives and assess the energy performance for choosing the most appropriate alternative are in high demand. In this paper, we present a newly developed integrated parametric Building Information Modeling (BIM)-based system to interact with cloud-based whole building energy performance simulation and daylighting tools to optimize building energy performance using a Multi-Objective Optimization (MOO) algorithm. This system enables designers to explore design alternatives using a visual programming interface, while assessing the energy performance of the design models to search for the most appropriate design. A case study of minimizing the energy use while maximizing the appropriate daylighting level of a residential building is provided to showcase the utility of the system and its workflow.
keywords	Building energy performance analysis; building information model (bim); parametric modelling; parametric energy simulation; multi-objective optimization
series	eCAADe
email
last changed	2022/06/07 07:58

_id	ascaad2014_031
id	ascaad2014_031
authors	Roshanzamir, Shima and Morteza Farhadian Dehkordi
year	2014
title	A Model for Land Use Distribution Forecasting: To evaluate and negotiate with design scenarios
source	Digital Crafting [7th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2014 / ISBN 978-603-90142-5-6], Jeddah (Kingdom of Saudi Arabia), 31 March - 3 April 2014, pp. 3853-394
summary	In designing and managing land use distribution, as a complex system, in addition to providing a visionary and intuitive strategy one should consider the rule based optimization processes and the internal autonomous forces. These ensure cities global eligibility besides their local efficiency and compatibility. This essay suggests a model to create negotiation between these two approaches. The tool is developed as an agent based model in a parametric environment and presented through a hypothetical case study. First, the system structure and behavior is defined and then through direct and indirect control tools, challenge was to achieve suggested design scenario without ignoring the self organizing behavior of agents.
series	ASCAAD
email
last changed	2016/02/15 13:09

_id	acadia14_75
id	acadia14_75
authors	Webb, Alexander
year	2014
title	Productive Hybrids: Folding Social Media As Urban Analysis
source	ACADIA 14: Design Agency [Proceedings of the 34th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 9781926724478]Los Angeles 23-25 October, 2014), pp. 75-80
doi	https://doi.org/10.52842/conf.acadia.2014.075
summary	This paper investigates a technique of layering big datasets as a method of analysis and representation.
keywords	Big Data, Urban Analysis, Grasshopper, Mapping, Meerkat, Folding
series	ACADIA
type	Normal Paper
email
last changed	2022/06/07 07:58

_id	caadria2014_234
id	caadria2014_234
authors	Webb, Alexander
year	2014
title	Contextual Social Media as Algorithmic Engine
source	Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 357–365
doi	https://doi.org/10.52842/conf.caadria.2014.357
summary	This paper describes a method for utilizing contextual social media as a mechanism for urban analysis through the use of parametric design engines.
keywords	Computational Design; Parametric Design; Urban Analysis; Grasshopper; Social Media
series	CAADRIA
email
last changed	2022/06/07 07:58

_id	ijac201412204
id	ijac201412204
authors	Wilkinson, Samuel; Sean Hanna
year	2014
title	Approximating Computational Fluid Dynamics for Generative Tall Building Design
source	International Journal of Architectural Computing vol. 12 - no. 2, 155-178
summary	Background literature review, methodology, results, and analysis are presented for a novel approach to approximating wind pressure on tall buildings for the application of generative design exploration and optimisation.The predictions are approximations of time-averaged computational fluid dynamics (CFD) data with the aim of maintaining simulation accuracy but with improved speed.This is achieved through the use of a back-propagation artificial neural network (ANN) with vertex-based shape features as input and pressure as output.The training set consists of 600 procedurally generated tall building models, and the test set of 10 real building models; for all models in both sets, a feature vector is calculated for every vertex. Over the test set, mean absolute errors against the basis CFD are 1.99–4.44% (_:2.10–5.09%) with an on-line process time of 14.72–809.98s (0.028s/sample). Studies are also included on feature sensitivity, training set size, and comparison of CFD against prediction times. Results indicate that prediction time is only dependent on the number of test model vertices, and is therefore invariant to basis CFD time.
series	journal
last changed	2019/05/24 09:55

_id	caadria2014_218
id	caadria2014_218
authors	Özgan, Sibel Yasemin and Mine Özkar
year	2014
title	Playing by the Rules
source	Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 23–32
doi	https://doi.org/10.52842/conf.caadria.2014.023
summary	Despite reservations for the rule-based perspective of design with regards to creativity, the role and the potential of rules is instrumental in reflective design thinking. Rules enable sensible and functional conversations about the process. Working with (and mastering) a small rule set is common amongst artists as well. Escher developed rules based on the shape combinations in Majolica tiles to investigate regular plane divisions in his own work. Dwelling on a rule set allows for explorations in a rich design space that result in new series of works. Escher’s published sketches show that throughout his artworks, keenness in seeing shape relations and an ability in manipulating simple shape rules leads to numerous artworks from the same tessellations. Through a visual and rule-based analysis of artistic tiling in Escher’s work, the paper provides a computational perspective on analytical methods for design.
keywords	Shape; Shape Grammars; Art; Rule-based Design; Rules as templates; Escher
series	CAADRIA
email
last changed	2022/06/07 07:57

_id	ecaade2014_036
id	ecaade2014_036
authors	Afonso Maria de Castro Fernandes Abreu Gonçalves
year	2014
title	A Grammar for Shelters - An exploration of rule-based designs in prefabricated and modular shelters.
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 327-336
doi	https://doi.org/10.52842/conf.ecaade.2014.2.327
wos	WOS:000361385100034
summary	This work explores the possible use of the shape grammar formalism in generating small/medium sized dwellings or shelters as a possible and effective solution for shelter shortages that usually follows in the wake of a natural disaster. The shelters are generated using a set of pre-fabricated elements that add up to form a coherent and functional dwelling. The grammar exemplified here, being a shape grammar, deals specially with generating the underlying functional diagram and the floor plan of one possible solution based on a set of typologies design a priori.
keywords	Shape grammars; modular architecture; emergency architecture
series	eCAADe
email
last changed	2022/06/07 07:54

_id	ascaad2014_004
id	ascaad2014_004
authors	Afsari, Kereshmeh; Matthew E. Swarts and T. Russell Gentry
year	2014
title	Integrated Generative Technique for Interactive Design of Brickworks
source	Digital Crafting [7th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2014 / ISBN 978-603-90142-5-6], Jeddah (Kingdom of Saudi Arabia), 31 March - 3 April 2014, pp. 49-64
summary	Bricks have been used in the construction industry as a building medium for millennia. Distinct patterns of bricks depict the unique aesthetic intentions found in Roman, Gothic and Islamic architecture. In contemporary practice, the use of digital tools in design has enabled methodologies for creating new forms in architecture. CAD and BIM systems provide new opportunities for designers to create parametric objects for building form generation. In masonry design, there exists an inherent contradiction between traditional patterns in brick design, which are formal and prescribed, and the potential for new patterns generated using design scripting. In addition, current tools do not provide interactive techniques for the design of brickwork patterns that can manage constant changes parametrically, to inform and influence design process, by providing design feedback on the constructive and structural aspects of the proposed brick pattern and geometry. This research looks into the parametric techniques that can be applied to create different kinds of patterns on brick walls. It discusses a methodology for an interactive brickwork design within generative techniques. By integrating data between two computational platforms – the first based on image analysis and the second on parametric modeling, we demonstrate a methodology and application that can generate interactive arbitrary patterns and map it to the brick wall in real-time.
series	ASCAAD
email
last changed	2016/02/15 13:09

_id	ecaade2015_18
id	ecaade2015_18
authors	Agkathidis, Asterios
year	2015
title	Generative Design Methods - Implementing Computational Techniques in Undergraduate Architectural Education
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 2, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 47-55
doi	https://doi.org/10.52842/conf.ecaade.2015.2.047
wos	WOS:000372316000007
summary	In continuation to the Deceptive Landscape Installation research project (Agkathidis, Kocatürk 2014), this paper investigates the implementation of generative design techniques in undergraduate architectural design education. After reviewing the main definitions of generative design synoptically, we have assessed the application of a modified generative method on a final year, undergraduate design studio, in order to evaluate its potential and its suitability within the framework of a research led design studio, leading to an RIBA accredited Part I degree. Our research findings based on analysis of the design outputs, student performance, external examiners reports as well as student course evaluation surveys indicate a positive outcome on the studio's design approach, as well as its suitability for an undergraduate design studio. They initiate a flourishing debate about accomplishments and failures of a design methodology, which still remains alien to many undergraduate curricula.
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=e6f673d4-6e8e-11e5-be22-93874392c2e4
last changed	2022/06/07 07:54

_id	ecaade2014_055
id	ecaade2014_055
authors	Ahmet Emre Dincer, Gülen Cagdas and Hakan Tong
year	2014
title	A Digital Tool for Customized Mass Housing Design
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 1, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 201-211
doi	https://doi.org/10.52842/conf.ecaade.2014.1.201
wos	WOS:000361384700020
summary	Innovative design approaches are needed for mass housing implementations. Especially increasing interaction between user and designer is major important in the design decisions of these buildings. For this, it is seriously necessary to benefit from technological advances in computational designs, because digital tools like shape grammar, cellular automata, genetic algorithm, l-systems and agent-based models in this field provide not only to save time and to manage the relationships but also to generate many different alternatives. Accordingly, a digital support tool for designers has been developed by using cellular automata approach and scripts of 3Ds Max software. It produces samples of housing design plans which is generated by cellular automata approach according to the data of users' preferences. In this paper the interface and contributions of the developed model are introduced and discussed.
keywords	Computational design; mass customization; innovative housing design; plugin
series	eCAADe
email
last changed	2022/06/07 07:54

_id	ascaad2014_017
id	ascaad2014_017
authors	Al-Ubaidy, Huda Salman
year	2014
title	Experimenting with CAAD: As a means to solve conceptual design by architecture and architecture technology students
source	Digital Crafting [7th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2014 / ISBN 978-603-90142-5-6], Jeddah (Kingdom of Saudi Arabia), 31 March - 3 April 2014, pp. 227-239
summary	This study sought to characterise students’ design activity while designing with Computer Aided Design (CAAD) professional programs and its impact on the students’ design process. The design protocol participants were final year students (architectural design and architectural technology), who have spent at least four years in a school of architecture and were confident CAAD users. The analysis represents four CAAD-based protocols of final year students at a school of architecture. The analysed protocols varied in more than one aspect. This variation includes: (1) programs, (2) the mode of using programs whether single or multiple, (3) protocol segments (total number, duration and frequencies), and (4) design categories and total time spent in designing. In light of the study results, the participants demonstrated that, for the same design problem, restraining the conceptual design medium would not necessarily bind them to a certain design strategy. However, there are some disciplinary differences between AD and AT final year students, on how CAAD is used during to solve conceptual design.
series	ASCAAD
email
last changed	2016/02/15 13:09

_id	caadria2014_042
id	caadria2014_042
authors	Alam, Jack and Jeremy J. Ham
year	2014
title	Towards a BIM-Based Energy Rating System
source	Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 285–294
doi	https://doi.org/10.52842/conf.caadria.2014.285
summary	Governments in Australia are faced with policy implementation that mandates higher energy efficient housing (Foran, Lenzen & Dey 2005). To this effect, the National Construction Code (NCC) 2013 stipulates the minimum energy performance for residential buildings as 114MJ/m2 per annum or 6 stars on an energy rating scale. Compliance with this minimum is mandatory but there are several methods through which residential buildings can be rated to comply with the deemed to satisfy provisions outlined in the NCC. FirstRate5 is by far the most commonly used simulation software used in Victoria, Australia. Meanwhile, Building Information Modelling (BIM), using software such as ArchiCAD has gained a foothold in the industry. The energy simulation software within ArchiCAD, EcoDesigner, enables the reporting on the energy performance based on BIM elements that contain thermal information. This research is founded on a comparative study between FirstRate5 and EcoDesigner. Three building types were analysed and compared. The comparison finds significant differences between simulations, being, measured areas, thermal loads and potentially serious shortcomings within FirstRate5, that are discussed along with the future potential of a fully BIM-integrated model for energy rating certification in Victoria.
keywords	Building Information Modelling, energy rating, FirstRate 5, ArchiCAD EcoDesigner, Building Energy Model
series	CAADRIA
email
last changed	2022/06/07 07:54

_id	ecaade2024_167
id	ecaade2024_167
authors	Alammar, Ammar; Alymani, Abdulrahman; Jabi, Wassim
year	2024
title	Building Energy Efficiency Estimations with Random Forest for Single and Multi-Zones
source	Kontovourkis, O, Phocas, MC and Wurzer, G (eds.), Data-Driven Intelligence - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 2, pp. 365–374
doi	https://doi.org/10.52842/conf.ecaade.2024.2.365
summary	Surrogate models (SM) present an opportunity for rapid assessment of a building's performance, surpassing the pace of simulation-based methods. Setting up a simulation for a single concept involves defining numerous parameters, disrupting the architect's creative flow due to extended simulation run times. Therefore, this research explores integrating building energy analysis with advanced machine learning techniques to predict heating and cooling loads (KWh/m2) for single and multi-zones in buildings. To generate the dataset, the study adopts a parametric generative workflow, building upon Chou and Bui's (2014) methodology. This dataset encompasses multiple building forms, each with unique topological connections and attributes, ensuring a thorough analysis across varied building scenarios. These scenarios undergo thermal simulation to generate data for machine learning analysis. The study primarily utilizes Random Forest (RF) as a new technique to estimate the heating and cooling loads in buildings, a critical factor in building energy efficiency. Following that, A random search approach is utilized to optimize the hyperparameters, enhancing the robustness and accuracy of the machine learning models employed later in the research. The RF algorithms demonstrate high performance in predicting heating and cooling loads (KWh/m2), contributing to enhanced building energy efficiency. The study underscores the potential of machine learning in optimizing building designs for energy efficiency.
keywords	Heating and Cooling loads, Topology, Machine learning, Random Forest
series	eCAADe
email
last changed	2024/11/17 22:05

_id	sigradi2014_155
id	sigradi2014_155
authors	Andrade, Max; Cristina Matsunaga
year	2014
title	Avaliação Automática de Valor no Processo de Projeto de Habitação de Interesse Social no Brasi [Alignment Automated Assessment of Value in Brazilian’s Housing Design]
source	SiGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay - Montevideo 12 - 14 November 2014, pp. 393-397
summary	The method proposed in this paper addresses the management of values and the cost estimate, based on target costing approach, and integrated with Building Information Model (BIM). This design method must incorporate mechanisms of automated assessment associated with desired value at cost during the design process. The paper will try to show, in brief, that there is a real possibility of inclusion of methodological tools of design, allowing assessment of values in real time during the design actions.
keywords	Building Information Modeling; Desired value; Automatic Assessment; Target Costing
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	ecaade2014_050
id	ecaade2014_050
authors	Andreas Dieckmann and Peter Russell
year	2014
title	The Truth Is In The Model - Utilizing Model Checking to Rate Learning Success in BIM Software Courses
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 417-426
doi	https://doi.org/10.52842/conf.ecaade.2014.2.417
wos	WOS:000361385100044
summary	Model checking is one of the core methodologies of Building Information Modelling (BIM). It allows us to quickly evaluate models based on custom criteria. While there are known examples of the integration of model checking into the course content of design studios, there is no literature on utilizing this methodology to help in the grading process of BIM software courses. This paper presents a project that applies model checking to the task of rating the learning success of students in such a course. The main project goals were increasing the objectivity of the ratings and reducing the time necessary to process a large number of submitted models. The paper describes a possible approach to categorizing and organizing model checks in an educational context and outlines a proven and tested workflow for automating the rating and feedback process.
keywords	Bim education; grading; evaluation; model checking; automation
series	eCAADe
email
last changed	2022/06/07 07:54

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