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 cf2011_p109
id cf2011_p109
authors Abdelmohsen, Sherif; Lee Jinkook, Eastman Chuck
year 2011
title Automated Cost Analysis of Concept Design BIM Models
source Computer Aided Architectural Design Futures 2011 [Proceedings of the 14th International Conference on Computer Aided Architectural Design Futures / ISBN 9782874561429] Liege (Belgium) 4-8 July 2011, pp. 403-418.
summary AUTOMATED COST ANALYSIS OF CONCEPT DESIGN BIM MODELS Interoperability: BIM models and cost models This paper introduces the automated cost analysis developed for the General Services Administration (GSA) and the analysis results of a case study involving a concept design courthouse BIM model. The purpose of this study is to investigate interoperability issues related to integrating design and analysis tools; specifically BIM models and cost models. Previous efforts to generate cost estimates from BIM models have focused on developing two necessary but disjoint processes: 1) extracting accurate quantity take off data from BIM models, and 2) manipulating cost analysis results to provide informative feedback. Some recent efforts involve developing detailed definitions, enhanced IFC-based formats and in-house standards for assemblies that encompass building models (e.g. US Corps of Engineers). Some commercial applications enhance the level of detail associated to BIM objects with assembly descriptions to produce lightweight BIM models that can be used by different applications for various purposes (e.g. Autodesk for design review, Navisworks for scheduling, Innovaya for visual estimating, etc.). This study suggests the integration of design and analysis tools by means of managing all building data in one shared repository accessible to multiple domains in the AEC industry (Eastman, 1999; Eastman et al., 2008; authors, 2010). Our approach aims at providing an integrated platform that incorporates a quantity take off extraction method from IFC models, a cost analysis model, and a comprehensive cost reporting scheme, using the Solibri Model Checker (SMC) development environment. Approach As part of the effort to improve the performance of federal buildings, GSA evaluates concept design alternatives based on their compliance with specific requirements, including cost analysis. Two basic challenges emerge in the process of automating cost analysis for BIM models: 1) At this early concept design stage, only minimal information is available to produce a reliable analysis, such as space names and areas, and building gross area, 2) design alternatives share a lot of programmatic requirements such as location, functional spaces and other data. It is thus crucial to integrate other factors that contribute to substantial cost differences such as perimeter, and exterior wall and roof areas. These are extracted from BIM models using IFC data and input through XML into the Parametric Cost Engineering System (PACES, 2010) software to generate cost analysis reports. PACES uses this limited dataset at a conceptual stage and RSMeans (2010) data to infer cost assemblies at different levels of detail. Functionalities Cost model import module The cost model import module has three main functionalities: generating the input dataset necessary for the cost model, performing a semantic mapping between building type specific names and name aggregation structures in PACES known as functional space areas (FSAs), and managing cost data external to the BIM model, such as location and construction duration. The module computes building data such as footprint, gross area, perimeter, external wall and roof area and building space areas. This data is generated through SMC in the form of an XML file and imported into PACES. Reporting module The reporting module uses the cost report generated by PACES to develop a comprehensive report in the form of an excel spreadsheet. This report consists of a systems-elemental estimate that shows the main systems of the building in terms of UniFormat categories, escalation, markups, overhead and conditions, a UniFormat Level III report, and a cost breakdown that provides a summary of material, equipment, labor and total costs. Building parameters are integrated in the report to provide insight on the variations among design alternatives.
keywords building information modeling, interoperability, cost analysis, IFC
series CAAD Futures
email
last changed 2012/02/11 19:21

_id caadria2008_42_session4b_343
id caadria2008_42_session4b_343
authors Barrios, Carlos; Damien Alomar
year 2008
title Computing with textile blocks: Symmetry Studies on Frank Lloyd Wright’s Textile Block Design Patterns
doi https://doi.org/10.52842/conf.caadria.2008.343
source CAADRIA 2008 [Proceedings of the 13th International Conference on Computer Aided Architectural Design Research in Asia] Chiang Mai (Thailand) 9-12 April 2008, pp. 343-349
summary This research focused on generating alternative designs from the textile blocks California Houses of Frank Lloyd Wright based on regular wallpaper symmetry patterns. A computational framework was developed that generates the designs of the original textile blocks in combination with all possible wallpaper symmetry patterns. This computational framework allowed for the creation of the catalog of possible regular patterns. The development of the framework allowed for a deeper understanding of the symmetrical relationships of the blocks and the wallpaper patterns created by Frank Lloyd Wright and a large collection of new ones.
keywords Symmetry Studies, Design Patterns, Blocks Computation, Frank Lloyd Wright, Textile Blocks
series CAADRIA
email
last changed 2022/06/07 07:54

_id ecaade2008_055
id ecaade2008_055
authors Beirão, José; Duarte, José; Stouffs, Rudi
year 2008
title Structuring a Generative Model for Urban Design: Linking GIS to Shape Grammars
doi https://doi.org/10.52842/conf.ecaade.2008.929
source Architecture in Computro [26th eCAADe Conference Proceedings / ISBN 978-0-9541183-7-2] Antwerpen (Belgium) 17-20 September 2008, pp. 929-938
summary Urban Design processes need to adopt flexible and adaptive procedures to respond to the evolving demands of the contemporary city. To support such dynamic processes, a specific design methodology and a supporting tool are needed. This design methodology considers the development of a design system rather than a single design solution. It is based on patterns and shape grammars. The idea is to link the descriptions of each pattern to specific shape rules inducing the generation of formal solutions that satisfy the pattern. The methodology explores, from the urban designer point of view, the capacity of a shape grammar to codify and generate urban form (Duarte et al, 2007). This paper defines the ontology of urban entities to build on a GIS platform the topology describing the various components of the city structure. By choosing different sets of patterns the designer defines his vision for a specific context. The patterns are explicated into shape rules that encode the designer’s interpretation of the pattern, and operate on this ontology of urban entities generating solutions that satisfy the pattern’s concept. Some examples of the topological relations are shown.
keywords Patterns, shape grammars, ontology, generative urban design
series eCAADe
email
last changed 2022/06/07 07:54

_id caadria2008_4_session1a_036
id caadria2008_4_session1a_036
authors Coorey, Ben
year 2008
title Erosive fluidity Exploration in generating digital architectural form
doi https://doi.org/10.52842/conf.caadria.2008.036
source CAADRIA 2008 [Proceedings of the 13th International Conference on Computer Aided Architectural Design Research in Asia] Chiang Mai (Thailand) 9-12 April 2008, pp. 36-41
summary This paper explores emerging digital technologies and their application in architectural design. It investigates the tools and techniques that are currently available and produces some interesting work that is both inspiring and interesting. A series of three scenarios were explored via a digital design studio at the Faculty of Architecture, Design and Planning, The University of Sydney. The final work appeared in the ‘Disparallel Spaces’ exhibition, University of Sydney in May/June 2007. This paper will explain these scenarios and offer a look at some emerging trends in architectural design.
keywords Parametric, Animation, Complexity, Responsiveness
series CAADRIA
email
last changed 2022/06/07 07:56

_id sigradi2008_081
id sigradi2008_081
authors Kirschner, Ursula
year 2008
title Study of digital morphing tools during the design process - Application of freeware software and of tools in commercial products as well as their integration in AutoCAD
source SIGraDi 2008 - [Proceedings of the 12th Iberoamerican Congress of Digital Graphics] La Habana - Cuba 1-5 December 2008
summary This research work examines methods of experimental designing with CAAD in a CAD laboratory with architecture students as the testing persons. Thereby the main focus is on the early phase of finding forms, in which different techniques with digital media are tried out in the didactic architectural design lessons. In these work have been traced the influences of the media employed on the design processes and combined the approaches of current CAAD research with aspects from classic design theory. For mathematical rules of proportion, atmospheric influence factors and analogy concepts in architecture, I have developed design methods which have been applied and verified in several series of seminars. (Kirschner, U.: 2000, Thesis, a CAAD supported architectural design teaching, Hamburg, school of arts). Previous experimental exercises showed that morphological sequences of modeling are effective sources for playful designing processes. In the current work these approaches are enhanced and supplemented by different morphological architectural concepts for creating shapes. For this purpose 2D based software like Morphit, Winmorph and other freeware were used. Whereas in the further development of this design technique we used 3D freeware morphing programs like zhu3D or Blender. The resulting morphological shapes were imported in CAD and refined. Ideally the morphing tool is integrated in the modeling environment of the standard software AutoCAD. A digital city model is the starting basis of the design process to guarantee the reference to the reality. The applied design didactic is predicated on the theories of Bernhard Hoesli. The act of designing viewed as „waiting for a good idea“ is, according to him, unteachable; students should, in contrast, learn to judge the „the force of an idea“. On the subject of morphology a form-generating method in the pre-design phase has been tested. Starting from urban-planning lines on an area map, two simple geometric initial images were produced which were merged by means of morphing software. Selected images from this film sequence were extruded with CAAD to produce solid models as sectional drawings. The high motivation of the students and the quality of the design results produced with these simple morphing techniques were the reason for the integration of the artistic and scientific software into the creative shape modeling process with the computer. The students learned in addition to the „bottom up “and „ top down” new design methods. In the presentation the properties and benefits of the morphing tools are presented in tables and are analyzed with regard to the architectural shape generating in an urban context. A catalogue of criteria with the following topics was developed: user friendliness, the ability of integrating the tools or as the case may be the import of data into a CAD environment, the artistic aspects in terms of the flexibility of shape generating as well as the evaluation of the aesthetic consideration of shapes.
keywords Architectural design, freeware morphing software, AutoCAD
series SIGRADI
email
last changed 2016/03/10 09:53

_id caadria2008_58_session6a_479
id caadria2008_58_session6a_479
authors Matsushima, Shiro; Rie Takenaka, Daisuke Sasaki
year 2008
title Study on Application of Motion Capture to Design Methodology for Generating New Geometry: Coupling Computer and Human Performance Using Motion Capture Technology for New Architectural Form and Space
doi https://doi.org/10.52842/conf.caadria.2008.479
source CAADRIA 2008 [Proceedings of the 13th International Conference on Computer Aided Architectural Design Research in Asia] Chiang Mai (Thailand) 9-12 April 2008, pp. 479-486
summary This research aims to develop fundamental design methodologies for human space and product design by motion capture of human activity. It is intended to generate new geometry using a motion capture system as design input device and then to develop it to design interior space and products such as furniture from data extracted from human motion. In order to produce a ubiquitous and comfortable environment, performance modeling focusing on the relationships between space and physical motion is needed. Making an object of complex shape is thought to be a new application of motion capture technology. This research proves that the numeric data of body actions can be transferred and developed to object shapes.
keywords Motion Capture: Inclusive Design; Ergonomics; Design Process; New Geometry
series CAADRIA
email
last changed 2022/06/07 07:58

_id ecaade2008_113
id ecaade2008_113
authors Montenegro, Nuno C.; Duarte , José Pinto
year 2008
title Towards a Computational Description of Urban Patterns
doi https://doi.org/10.52842/conf.ecaade.2008.239
source Architecture in Computro [26th eCAADe Conference Proceedings / ISBN 978-0-9541183-7-2] Antwerpen (Belgium) 17-20 September 2008, pp. 239-248
summary This study is concerned with the formulation of solutions for urban problems. It departs from Alexander’s pattern language theory and urban design guidelines, to create a system for generating specifications or the ingredients of a plan, given a scale, a site and a community. It takes into account strategies, regulations, guidelines, physical features of the site, and furthermore, the social, cultural and economic characteristics of the population. This system, sorted by a sequence of events, through stages, categories, methods and agents, describes taxonomic levels and their inner relations. Such an ontology provides a pattern encoding structure towards a computational model within the capabilities provided by the spatial data modeling of GIS (GIS-O). The urban formulation model is conceived to increase qualitative inputs, reducing ambiguities, through a flexible while automate process applied to urban planning.
keywords Urban Formulation, Ontology, Pattern Language, GIS interoperability
series eCAADe
email
last changed 2022/06/07 07:58

_id ijac20076201
id ijac20076201
authors Said, Suzana; Embi, Mohamed R.
year 2008
title A Parametric Shape Grammar of the Traditional Malay Long-Roof Type Houses
source International Journal of Architectural Computing vol. 6 - no. 2, pp. 121-144
summary A parametric shape grammar of the traditional Malay houses (TMH) built in the past century is presented. The grammar, which consists of rules for generating the form and structure of TMH, is derived from simple geometric representations of the houses. The rules first derive the basic unit structures that form the shapes of the TMH. Nine basic shapes have been identified that form the main vocabulary elements of the grammar. Parameterized polygons and lines define each basic shape. Ranges of values assigned to the variables describing the parameterized polygons and lines are presented. The shape addition rules are used to characterize the compositional aspects of TMH style. Evidences of these basic shapes or their combinations have been documented by previous researchers and are used as a way of explaining the built forms of the TMH. The scope of the study is currently limited to the original TMH of the bumbung panjang (long roof) type in which the key features of the houses are easily discernible from the side view.
series journal
last changed 2008/10/01 21:49

_id cdc2008_213
id cdc2008_213
authors Sommer, Bernhard
year 2008
title Generating topologies: Transformability, real-time, real-world
source First International Conference on Critical Digital: What Matters(s)? - 18-19 April 2008, Harvard University Graduate School of Design, Cambridge (USA), pp. 213-220
summary Customization is a contemporary trend, which should not be ignored by architecture. An increasing demand and decreasing resources will necessitate the reuse and the sharing of space. Transformability will facilitate these tasks. On the basis of a case study, this paper demonstrates the technical feasibility of a continuously transformable structure, which enables the transformation and manipulation not only of shape, but of topological qualities as well. However, this fully and universally transformable architecture itself cannot only be seen in the context of customization, but also as a further development of architecture as a discipline.
email
last changed 2009/01/07 08:05

_id ecaade2008_046
id ecaade2008_046
authors Suša Mahuzier, Branko ; Labarca Montoya, Claudio; Burdiles Araneda, Macarena
year 2008
title Architecture of Structural Membrane in Chile
doi https://doi.org/10.52842/conf.ecaade.2008.593
source Architecture in Computro [26th eCAADe Conference Proceedings / ISBN 978-0-9541183-7-2] Antwerpen (Belgium) 17-20 September 2008, pp. 593-600
summary The present paper deals with the theoretical and technical reflection on basic structural principles that allow the generation and controlling of architectural complexity of double curvature surfaces.Despite the difficulties in designing and building such complex forms, Chile has several examples that were developed and built during the first half of the twentieth century. All of them were developed with local building technologies which studied the implementation of experimental and simple materials with innovative mounting techniques. All of them explored new structural concepts generating great interest of architectural spaces for religious cult, housing and civil works. The research objective of this work deals with the recognition and analysis with contemporary modelling and simulation tools that can reveal the type of relationship that occurs between the initial conception of the architectural shape and membranous structural surfaces. Their curvature and sleekness generated innovative structural spaces that contain an architectural envelope with clear and revealing expression of the acting forces.
keywords Membranes, shells, structural geometry, digital design simulation, structural simulation
series eCAADe
email
last changed 2022/06/07 07:56

_id cf2019_009
id cf2019_009
authors Veloso, Pedro; Jinmo Rhee and Ramesh Krishnamurti
year 2019
title Multi-agent space planning: a literature review (2008-2017)
source Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, pp. 52-74
summary In this paper we review the research on multi-agent space planning (MASP) during the period of 2008-2017. By MASP, we refer to space planning (SP) methods based on online mobile agents that map local perceptions to actions in the environment, generating spatial representation. We group two precedents and sixteen recent MASP prototypes into three categories: (1) agents as moving spatial units, (2) agents that occupy a space, and (3) agents that partition a space. In order to compare the prototypes, we identify the occurrence of features in terms of representation, objectives, and control procedures. Upon analysis of occurrences and correlations of features in the types, we present gaps and challenges for future MASP research. We point to the limits of current systems to solve spatial conflicts and to incorporate architectural knowledge. Finally, we suggest that behavioral learning offers a promising path for robust and autonomous MASP systems in the architectural domain.
keywords Space planning; Agent-based modeling; Multi-agent systems; Generative systems
series CAAD Futures
email
last changed 2019/07/29 14:08

_id ddss2008-10
id ddss2008-10
authors Zeiler, Wim; Perica Savanovic
year 2008
title Morphologic C-K reflection for collaborative buildingdesign
source H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
summary Design involves multi-disciplinary design teams to support this highly complex process. A reflective design approach is developed: Integral Desig. This design process approach results in transparency of the design steps and the design decisions. We regard the activities which make these changes obvious to an external observer as the core elements of designing (design as process). The results of these activities are combined with the C-K theory by Hatchuel and Weil, which defines design as a process generating co-expansion of two spaces, space of concepts C and space of knowledge K. Within the design process, the prescriptive methodology of Integral Design is used as a framework for reflection on the design process itself by the use Morphological Overviews (MO). Morphology provides a structure to give an overview and to structure the communication and reflection between design team members.
keywords Design & Decision Support Systems, C-K theory, Morphological Overview
series DDSS
last changed 2008/09/01 17:06

_id ijac20076104
id ijac20076104
authors Benoudjit, Mohamed Amine; Coates, Paul S.
year 2008
title Artificial networks for spatial analysis
source International Journal of Architectural Computing vol. 6 - no. 1, pp. 59-78
summary This paper tests digital representation techniques which can be used by artificial neural networks in a computer-aided design (CAD) environment to analyze and classify architectural spaces. We developed two techniques for encoding volumetric data: vertex representation and feature space representation, as input for artificial neural networks. We tested how two different kinds of artificial neural networks, perceptron networks and self-organizing maps, could recognize given shapes in these representational formats. We have found that a one-layer perceptron can be used to classify shapes even when presented with input vectors composed of real numbers. These spatial representation techniques provide a method for using ANNs for architectural purposes.
series journal
last changed 2008/06/18 08:12

_id ddss2008-36
id ddss2008-36
authors Burger, J.; R.P. de Graaf, and G.J. Helmerhorst
year 2008
title Dynamic Actor Network Steering And ControlManaging Actor Networks In The Construction Process
source H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
keywords Multi-actor, network planning, critical path, linear programming
series DDSS
last changed 2008/09/01 17:06

_id ddss2004_ra-33
id ddss2004_ra-33
authors Diappi, L., P. Bolchim, and M. Buscema
year 2004
title Improved Understanding of Urban Sprawl Using Neural Networks
source Van Leeuwen, J.P. and H.J.P. Timmermans (eds.) Recent Advances in Design & Decision Support Systems in Architecture and Urban Planning, Dordrecht: Kluwer Academic Publishers, ISBN: 14020-2408-8, p. 33-49
summary It is widely accepted that the spatial pattern of settlements is a crucial factor affecting quality of life and environmental sustainability, but few recent studies have attempted to examine the phenomenon of sprawl by modelling the process rather than adopting a descriptive approach. The issue was partly addressed by models of land use and transportation which were mainly developed in the UK and US in the 1970s and 1980s, but the major advances were made in the area of modelling transportation, while very little was achieved in the area of spatial and temporal land use. Models of land use and transportation are well-established tools, based on explicit, exogenouslyformulated rules within a theoretical framework. The new approaches of artificial intelligence, and in particular, systems involving parallel processing, (Neural Networks, Cellular Automata and Multi-Agent Systems) defined by the expression “Neurocomputing”, allow problems to be approached in the reverse, bottom-up, direction by discovering rules, relationships and scenarios from a database. In this article we examine the hypothesis that territorial micro-transformations occur according to a local logic, i.e. according to use, accessibility, the presence of services and conditions of centrality, periphericity or isolation of each territorial “cell” relative to its surroundings. The prediction capabilities of different architectures of supervised Neural networks are implemented to the south Metropolitan area of Milan at two different temporal thresholds and discussed. Starting from data on land use in 1980 and 1994 and by subdividing the area into square cells on an orthogonal grid, the model produces a spatial and functional map of urbanisation in 2008. An implementation of the SOM (Self Organizing Map) processing to the Data Base allows the typologies of transformation to be identified, i.e. the classes of area which are transformed in the same way and which give rise to territorial morphologies; this is an interesting by-product of the approach.
keywords Neural Networks, Self-Organizing Maps, Land-Use Dynamics, Supervised Networks
series DDSS
last changed 2004/07/03 22:13

_id acadia08_158
id acadia08_158
authors Hight, Christopher; Natalia Beard; Michael Robinson
year 2008
title Hydrauli_City: Urban Design, Infrastructure, Ecology
doi https://doi.org/10.52842/conf.acadia.2008.158
source Silicon + Skin: Biological Processes and Computation, [Proceedings of the 28th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) / ISBN 978-0-9789463-4-0] Minneapolis 16-19 October 2008, 158-165
summary The Hydrauli_city project was commissioned by the Harris County Flood Control District, Brays Bayou Partnership and the Rice School of Architecture to research the transformation of one of the 21 main Bayous in Houston. The project seems perfectly aligned with the theme of the issue because it examines the relationship between infrastructure, risk and urban design, and does so by attempting to leverage diverse time scales and scales of intervention into the maintenance of this infrastructure, rethinking the legacy of its top-down 20th century planning logics. Moreover, it raises key questions about new agencies and sites that may be available to architects that seek to engage the political ecologies of the contemporary metropolis. Through research on the hydraulic urbanism of Houston and through three speculative design proposals, Hydrauli_city presents research about transforming Brays Bayou. The project attempts to provide a figure for and foster the new forms of collectives and networks required to transform the urban condition of Houston without resorting to unrealistic top-down planning infrastructures. We located several scales and time-frames of operations, from micro-scaled interventions derived from ongoing maintenance of the bayous to larger scale transformations now possible due to the programs to reduce the risk of flooding in the bayou’s watershed. Hydrauli_city maps the confluences of interests and agencies invested in Brays Bayou at this crucial moment in its history, and offers proposals of bold new civic spaces for the Green Century. The project will be disseminated via an interactive website and a series of public presentations to raise awareness and spark conversation. Flood risk management is a hybrid phenomenon, at once the object of scientific knowledge, engineering practice, and political and economic forces, positioning the architect in a prime-position to intervene.
keywords Infrastructure; Mapping; Morphogenesis; System; Urbanism
series ACADIA
last changed 2022/06/07 07:50

_id acadia08_278
id acadia08_278
authors Paz Gutierrez, Maria
year 2008
title Material Bio-Intelligibility
doi https://doi.org/10.52842/conf.acadia.2008.278
source Silicon + Skin: Biological Processes and Computation, [Proceedings of the 28th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) / ISBN 978-0-9789463-4-0] Minneapolis 16-19 October 2008, 278-285
summary Through the formation of bio-chemical information networks natural materials possess efficient processes of self-organization, adaptability, regeneration and decomposition. This performative excellence has lead science to draw behavioral models from nature implementing biomimmicry (Benyus 1998) in the pursuit of material systems optimization. Design disciplines influenced by this course are integrating living organisms as models of efficiency through bionic systems ever more into their discourse. Architecture, influenced by this tendency, is becoming progressively more aware of the vast benefits that biomimetics can yield particularly in the development of ecologically sensitive systems. Yet, the emerging incorporation of bionics into architecture is differing largely to that within the sciences by centering almost exclusively in form (geometrical pattern) generation. This paper analyzes a rising material design research methodology implementing biomimetics: matter-form parametrics based on bio-physical properties’ data. Specific study of the incorporation of broad-scalar scientific imaging into the formulation of explorative parametric grammar for the development of material systems is analyzed through a bio-synthetic polymer based wall system (SugarWall, Gensler+Gutierrez 2006b). The incorporation of broad scalar imaging and material interdependencies is propelling the emergence of new programming tactics that will affect bio-material systems architectural research.
keywords Behavior; Biomimetics; Material; System; Visualization
series ACADIA
last changed 2022/06/07 07:59

_id ddss2008-27
id ddss2008-27
authors Ronald, Nicole; Theo Arentze and Harry Timmermans
year 2008
title Modelling social aspects of travel behaviourA preliminary review
source H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
summary Recent travel forecasting models have focussed strongly upon the fact that travel is derived from the activities in which people participate, such as work, school, shopping, sport, leisure, and social events. Participation in social activities is determined by one's friends and the groups that one is a member of, i.e., their household, their workplace/school, sporting groups, voluntary organisations and clubs. These acquaintances form part of an individual's social network: a representation of the people one interacts with. This paper presents a review of the intersection between social networks and travel behaviour, identifies the key concepts, and discusses how agent-based models could be used to explore the effects of social networks on travel behaviour.
keywords Agent-based models, social networks, travel behaviour
series DDSS
last changed 2008/09/01 17:06

_id ecaade2017_202
id ecaade2017_202
authors Sollazzo, Aldo, Trento, Armando and Baseta, Efilena
year 2017
title Machinic Agency - Implementing aerial robotics and machine learning to map public space
doi https://doi.org/10.52842/conf.ecaade.2017.2.611
source Fioravanti, A, Cursi, S, Elahmar, S, Gargaro, S, Loffreda, G, Novembri, G, Trento, A (eds.), ShoCK! - Sharing Computational Knowledge! - Proceedings of the 35th eCAADe Conference - Volume 2, Sapienza University of Rome, Rome, Italy, 20-22 September 2017, pp. 611-618
summary The research presented in this paper is focused on proposing a new digital workflow, involving unmanned aerial vehicles (UAV) and machines learning systems, in order to detect and map citizen's behaviors in the context of public spaces.Novel machinic abilities can be implemented in the understanding of the human context, decoding, through computer visions and machine learning, complex systems into intelligible outputs (Olson, 2008), mapping the relationships of our reality. In this framework, robotic and computational strategies can be implemented in order to offer a new description of public spaces, bringing to light the hidden forces and multiple layers constituting the urban habitat. The presented study focuses on the development of a methodology turning video frames collected from cameras installed on drones into large datasets used to train convolutional networks and enable machines learning systems to detect and map pedestrians in public spaces.
keywords mapping; drones; machine learning; computer vision; city
series eCAADe
email
last changed 2022/06/07 07:56

_id ijac20097303
id ijac20097303
authors Taron, Joshua M.
year 2009
title Interactive Hemostasis Modeling in Urban Network Design
source International Journal of Architectural Computing vol. 7 - no. 3,375-387
summary This paper describes a type of project that images a city as it might exist given the integration of hemostatic procedures within pedestrian networks during emergencies requiring full-scale egress from an urban core. It articulates the steps taken to integrate a pre-existing C++ hemostasis model (C. Jacob, 2008) into Maya software in order to describe how the project operates on a computational level. By projecting these agent-based logics directly into/onto each pedestrian in the city (the smallest unit of the system), egress-oriented infrastructure can shift from being extensively predetermined in form (concrete barriers, metal railing, police barricades, etc.), to something more intensively defined, real-time, and locally on-demand. These procedures are situated within a larger schema based on the structural principles of Norbert Wiener's cybernetic feedback loops, that acknowledge and allow for hybrid (top-down + bottom-up) awareness and control within systems. The project attempts to ally itself with emerging forms of network design with similar structural typologies supported through the use of personal mobile devices (PMDs) in urban environments.
series journal
last changed 2009/10/20 08:02

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