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 ga0103
id ga0103
authors Koutamanis, Alexander
year 2001
title Information and termination
source International Conference on Generative Art
summary The issue of termination has recently re-emerged as a result of new approaches to design generation, which link termination to user intervention. The similarities between this approach to termination and the conventional creative artistic process suggest that the product of thegenerative system is amenable to analysis in terms of well-formedness. A formal measure of well-formedness could be employed as an automatic termination trigger. The paper proposes that such a measure can be derived from structural information theory. By applying thecompression of structural information theory to meaningful principles of a design world we derive a consistent, universal description of the design result at any given state. This description expresses the correlation of the design with its formal constraints, as well as the general perception of the design’s patterns. The combination of the amount of structuralinformation in the design’s code and the presence of specific (sub)patterns in the same code arguably provide the triggers for termination of a generative process.
keywords a.koutamanis@bk.tudelft.nl
series other
more http://www.generativeart.com/
last changed 2003/08/07 17:25

_id 17ba
authors Koutamanis, Alexander
year 2001
title Fuzzy Modeling of Floor Plan Layout
doi https://doi.org/10.52842/conf.acadia.2001.314
source Reinventing the Discourse - How Digital Tools Help Bridge and Transform Research, Education and Practice in Architecture [Proceedings of the Twenty First Annual Conference of the Association for Computer-Aided Design in Architecture / ISBN 1-880250-10-1] Buffalo (New York) 11-14 October 2001, pp. 314-321
summary Fuzzy modeling provides methods and techniques for qualifying and quantifying imprecise and uncertain information. The main advantages of fuzzy design representation are fluency, abstraction and continuity, at a level similar to that of analogue techniques, as well as the possibility of local autonomy, i.e. segmentation of a representation into self-regulating and cooperating components. The paper investigates the applicability of fuzziness to digital architectural sketching of floor plan layouts. Based on an analysis of the paradigmatic dimension in analogue floor plan sketches three alternative forms are proposed: (1) Canonical objects with tolerances, (2) objects described by minimal and maximal values, and (3) point sets which decompose the form of an object into a number of discrete, autonomous particles that describe the object by their position and spatial or structural relationships.
keywords Representation, Sketching, Floor Plan, Fuzziness
series ACADIA
email
last changed 2022/06/07 07:51

_id ddssar0218
id ddssar0218
authors Koutamanis, Alexander
year 2002
title Information Amount Measurement in Generative Systems:An Objective Approach to Termination
source Timmermans, Harry (Ed.), Sixth Design and Decision Support Systems in Architecture and Urban Planning - Part one: Architecture Proceedings Avegoor, the Netherlands), 2002
summary Termination in computational generative systems is linked increasingly to user intervention: the generative system concludes when the user chooses it to do so. The similarities between this approach to termination and the creative artistic process suggest that the products of generative systems are amenable to analysis in terms of well-formedness leading to a formal measure that acts as an automatic termination trigger. The paper proposes that such a measure can be derived from structural information theory. By applying the compression of structural information theory to meaningful principles of a design world we derive a consistent, universal description of the design result at any given state. This description expresses the correlation of the design with its formal constraints, as well as the general perception of the design’s patterns.
series DDSS
last changed 2003/08/07 16:36

_id ecaade03_145_160_koutamanis
id ecaade03_145_160_koutamanis
authors Koutamanis, Alexander
year 2003
title CAAD influences in Web-based teaching
doi https://doi.org/10.52842/conf.ecaade.2003.145
source Digital Design [21th eCAADe Conference Proceedings / ISBN 0-9541183-1-6] Graz (Austria) 17-20 September 2003, pp. 145-152
summary A recent restructuring of the CAAD department at the Faculty of Architecture, Delft University of Technology, was based on the principle of coupling technological and methodical development to application areas. This resulted into decentralization of CAAD and the positioning of computerization groups in other departments. The task of these groups is to stimulate broad integration of ICT and initiate the development of computational applications relating to specific tasks and areas. The paper is a description of a channel for such integration and applications: a Web site intended as a support to the research and educational activities of a whole department. In addition to its conventional role in presenting the department, the site accommodates the majority of learning aids for the students (lecture notes and presentations, readers, syllabi, audiovisual material) and a comprehensive database of completed and ongoing research output (online publications for internal use). The design of the site was based on earlier experiences with Web-based teaching and collaborative design environments, which were projected on the processes and products of the new context.
keywords web-based education, computer-mediated communication, interaction, collaboration
series eCAADe
email
more http://www.re-h.nl
last changed 2022/06/07 07:51

_id ijac20032101
id ijac20032101
authors Koutamanis, Alexander
year 2004
title CAAD's Seven Arguable Virtues
source International Journal of Architectural Computing vol. 2 - no. 1
summary In 1995 Maver proposed seven deadly sins for CAAD as the prelude to a critical discussion on the principles, methods and practices of the field. In an attempt to return to this discussion, in this paper these sins are linked to the seven deadly sins and the complementary seven heavenly virtues. The analysis of computational processes into a theoretic, an algorithmic and an implementational framework provides a framework for the positioning of sins and possible or already attained virtues in CAAD.
series journal
email
more http://www.multi-science.co.uk/ijac.htm
last changed 2007/03/04 07:08

_id 7c0e
authors Koutamanis, Alexander and Den Hartog, Peter
year 2001
title Simulation and representation. Learning from airflow analyses in buildings
source Proceedings of the Ninth International Conference on Computer Aided Architectural Design Futures [ISBN 0-7923-7023-6] Eindhoven, 8-11 July 2001, pp. 657-666
summary The simulation of environmental aspects is a current priority in design research and practice. The availability of relatively efficient and reliable simulation systems and the emphasis on environmental aspects throughout a building’s lifecycle combine to stimulate exploration of aspects such as lighting and air quality by computational means. Nevertheless, a frequent complaint is that the addition of such simulations makes design information processing timeconsuming and cumbersome, thereby increasing uncertainty and indecision. Therefore, it is imperative that simulation is integrated in the strategies and tools normally used by the digitally-minded architect. In this respect a central issue is the relations between the simulation and the design representation used as connecting tissue for the whole design environment. Input of design information in the simulation means identification of relevant objects, aspects, parts and properties of these objects, as well as relationships between objects. The explicit description of objects such as spaces, doors and windows in the design representation allows for ready extraction of relevant information, including automatic recognition of relationships such as adjacency between a window and a space. The addition of information specific to the airflow analysis was resolved by the extension of the representation to cover front-end service components such as inlets and outlets and general properties (annotations) such as activities accommodated in a space and the primary choice of cooling and heating subsystems. The design representation is also the obvious target for the output of the simulation (feedback). Visualization of airflow in terms of the resulting voxels makes effortless and enjoyable viewing but merely allowing the visualization to coexist with the representation of spaces and building elements does not provide design guidance. One way of achieving that is by treating spaces not as integral entities but as containers of relevant surfaces. These surfaces determine the adaptive subdivision of the space and function as attractors for voxel clustering.
keywords Simulation, Representation, Visualization
series CAAD Futures
email
last changed 2006/11/07 07:22

_id ddssar0016
id ddssar0016
authors Koutamanis, Alexander and Mitossi, Vicky
year 2000
title Grammatical and syntactic properties of CAAD representations for the early design stages
source Timmermans, Harry (Ed.), Fifth Design and Decision Support Systems in Architecture and Urban Planning - Part one: Architecture Proceedings (Nijkerk, the Netherlands)
summary CAAD representations for the early design stages have traditionally focused on aspects apparently relating to design creativity, such as flexible, effortless and rich geometric modelling. However, modelling capabilities are generally unconnected to the control and analysis of design constraints that affect the further development of the design. These usually refer to functional and spatial aspects that are only implicit in a CAAD representation of design ‘solids’. Moreover, the stability and reliability of control and analysis rely on the grammatical and syntactic quality of the representation. In particular, (a) the grammatical well-formedness of spatial and building primitives, and (b) the syntactic completeness and unambiguity of spatial relations are essential prerequisites to any meaningful analysis of aspects such as fulfilment of programmatic requirements, indoor climate, lighting or human interaction with the built environment. The paper describes a dual spatial and building element representation implemented on top of a standard drawing system. The representation attempts to minimize input requirements, while at the same time providing feedback on the grammatical and syntactic quality of the design description.
series DDSS
last changed 2003/08/07 16:36

_id ecaade03_653_144_koutamanis
id ecaade03_653_144_koutamanis
authors Koutamanis, Alexander and Steijns, Yolanda
year 2003
title Types and precedents in design guidance
doi https://doi.org/10.52842/conf.ecaade.2003.653
source Digital Design [21th eCAADe Conference Proceedings / ISBN 0-9541183-1-6] Graz (Austria) 17-20 September 2003, pp. 653-658
summary In recent years Dutch secondary education has been undergoing a fundamental change due to the introduction of new didactic approaches which relate strongly to ongoing social and technological developments. This affects existing school buildings, the majority of which is quite conventional in spatial terms and is characterized by limited flexibility and transformability. Consequently, most schools require extensive modifications in their spatial and building structure. The requirements underlying these modifications are not stable. Many schools have become interested in experimental ideas that may require inevitably further changes in the buildings. The paper considers the continuous transformation of Dutch school buildings with respect to their typology: by correlating new design briefs to building types rather than their instances we arrive at general guidelines that can be easily adapted to specific cases. To achieve this, the types are analysed with respect to geometry, topology and zoning. The results of the analysis describe the affordances of each type in terms of general flexibility, transformability and adaptability, as well as in relation to generic briefs. They also provide an explanation of the historical evolution of the types and the means for relating primary characteristics to local configurations, thereby allowing the accurate description of hybrid instances. The descriptions and analysis of buildings are organized into a polyhierarchical multilevel database that supports typological abstraction and offers several starting points (at various abstraction levels) for matching a new brief to an existing building. This enriches the development of the brief or a design solution with explicit, specific information derived from concrete precedents with known form, structure, behaviour and performance.
keywords Typology, precedence, case-based design, briefing, design information systems
series eCAADe
email
more http://www.re-h.nl/transformaties/
last changed 2022/06/07 07:51

_id 2647
authors Koutamanis, Alexander
year 1994
title Sun and Time in the Built Environment
doi https://doi.org/10.52842/conf.ecaade.1994.x.f4j
source The Virtual Studio [Proceedings of the 12th European Conference on Education in Computer Aided Architectural Design / ISBN 0-9523687-0-6] Glasgow (Scotland) 7-10 September 1994, p. 248
summary At a time when requirements on the quality of the built environment are increasingly becoming explicit and specific, computer technology promises the ability to analyse and evaluate buildings during the design process. The computer can extract the necessary information from conventional geometric representations, generate comprehensive descriptions of the aspects to be analysed and use these to arrive at precise and accurate results that can be represented visually. Visual representations facilitate comprehension of the analyses and of their results because of their agreement with our predominantly visual perception of the built environment. The consequent close correspondences between geometric design representations and the visual representation of analyses and evaluations allow direct correlation of the results with the design as a whole. Such correlation is instrumental for imposing explicit and justifiable constraints on the further development of a design. One good example of visual analyses is daylighting. In many drafting and modelling programs a viewing point can be set on the basis the sun’s height and azimuth. The projection returned reveals the surfaces that are directly lit by the sun. In other programs the sun’s height and azimuth can be used to position a light source with parallel rays. This source gives rise to shading and shadows that correspond to the ones produced by the sun. In addition, several programs can calculate the position of the sun and hence the viewing point or the light source on the basis of the date, the time and the geographic coordinates of the place. The availability of computer-aided daylighting analysis has obvious advantages for practice. Efficiency and reliability of the analysis increase, while flexibility is superior to analog simulations. Unfortunately automation of daylighting analysis may also impede understanding of underlying principles, that is, of the issues at the focus of architectural education. Explaining how the analysis is performed and why becomes thus a necessity for computer-aided design education. Exercises that aim at more than just learning and using a computer program can enrich the student’s understanding of the analysis and its results. The efficiency and flexibility of the computer facilitate the study of aspects such as the comparison of local apparent time, local mean time, standard time and daylight saving time and their significance for daylighting, solar heating and cooling patterns and possibilities. Sundials with their explicit correspondence to solar movement can be instrumental in this respect. The efficiency and flexibility of the computer also support the investigation of the techniques by which the daylighting analysis is performed and explain the relationships between projective theory, sciagraphy and computer graphics. A better understanding of the principles and techniques for daylighting analysis has a generally positive influence on the students’ learning of the daylighting analysis software and more significantly on their correlation of daylighting constraints with their designs. This leads in turn to increased flexibility and adaptability of the designs with respect to daylighting and to a conscious and meaningful exploration of variations and alternative solutions.
series eCAADe
email
last changed 2022/06/07 07:50

_id cc8b
authors Koutamanis, Alexander
year 1995
title Background Information Systems
doi https://doi.org/10.52842/conf.ecaade.1995.231
source Multimedia and Architectural Disciplines [Proceedings of the 13th European Conference on Education in Computer Aided Architectural Design in Europe / ISBN 0-9523687-1-4] Palermo (Italy) 16-18 November 1995, pp. 231-242
summary Information systems increasingly appear as core elements of computer-aided architectural design environments. They provide the input and accommodate the output of automated and interactive procedures. The paper proposes the development of architectural information systems as an unobstrusive multimedia infrastructure in the background of specialized programs used for performing specific design t.asks. Background multimedia systems facilitate communication between specialized programs by means of their compound representations. These combine different types of information and provide an overview of the overall system and of the processes implemented in it.
series eCAADe
email
more http://dpce.ing.unipa.it/Webshare/Wwwroot/ecaade95/Pag_29.htm
last changed 2022/06/07 07:51

_id f853
authors Koutamanis, Alexander
year 1995
title Multilevel Analysis of Fire Escape Routes in a Virtual Environment
source Sixth International Conference on Computer-Aided Architectural Design Futures [ISBN 9971-62-423-0] Singapore, 24-26 September 1995, pp. 331-342
summary The paper discusses the computer-aided analysis and evaluation of fire safety in relation to pedestrian circulation in buildings, i.e., fire escape routes. It describes an approach employing both detailed and abstract representations. The goals of the research include: (a) the development of a pyramidal structure that links design analyses at different levels of abstraction; (b) the evaluation of abstract, normative levels of the analysis (and though these of underlying legal and professional principles) using the results of detailed, accurate simulations; and (c) the development a reliable framework for testing human behaviour in fire hazard.
keywords Fire Safety, Escape Routes, Analysis and Evaluation, Recognition, Simulation
series CAAD Futures
email
last changed 2003/05/16 20:58

_id cb26
authors Koutamanis, Alexander
year 1997
title Digital Architectural Visualization
doi https://doi.org/10.52842/conf.ecaade.1997.x.p8n
source Challenges of the Future [15th eCAADe Conference Proceedings / ISBN 0-9523687-3-0] Vienna (Austria) 17-20 September 1997
summary The traditional emphasis of architectural education and practice on spatial visualization has contributed to the development of an overtly visual architectural culture which agrees with our predominantly visual interaction with the built environment. The democratization of computer technologies is changing architectural visualization in two significant ways. The first is that the availability of affordable, powerful digital versions of analogue visual media and of new, complementary techniques is facilitating the application of computer visualization in most aspects of the design and management of the built environment. The second is the opening of a wide and exciting new market for visualization in information systems, for example through interfaces that employ spatial metaphors, which arguably are extensions of the three dimensional structures the architect knows better than other design specialists of today.

The transition from analogue to digital visualization poses questions that encompass the traditional investigation of relationships between geometric representations and built form, as well as issues such as a unified theory of architectural representation, the relationships between analysis and visualization and the role of abstraction in the structure of a representation. In addition to theoretical investigations, the utilization of new possibilities in architectural visualization requires technology and knowledge transfer from areas other than computer science. The integration of such transfers suggests flexible, modular approach which contradicts the holistic, integral principles of computer-aided architectural design.

keywords Visualization
series eCAADe
email
more http://info.tuwien.ac.at/ecaade/proc/koutam/koutam1.htm
last changed 2022/06/07 07:50

_id c669
authors Koutamanis, Alexander
year 1997
title On the Evaluation of Architectural Figural Goodness: A Foundation for Computational Architectural Aesthetic
source CAAD Futures 1997 [Conference Proceedings / ISBN 0-7923-4726-9] München (Germany), 4-6 August 1997, pp. 245-266
summary The first stage of an investigation into the quantification and computability of architectural aesthetics is reported. Issues considered include the function, sources and role of aesthetic analysis in architecture in the framework of a descriptive approach to architectural analysis and design. The main focus is on the applicability of the concept of figural goodness to architectural aesthetics and the derivation of a representation for architectural form suitable to this purpose.
series CAAD Futures
email
more http://www.bk.tudelft.nl/informatica/koutamanis
last changed 1999/04/06 09:30

_id e077
authors Koutamanis, Alexander
year 1998
title Designing with the Computer: The Influence of Design Practice and Research
doi https://doi.org/10.52842/conf.ecaade.1998.091
source Computers in Design Studio Teaching [EAAE/eCAADe International Workshop Proceedings / ISBN 09523687-7-3] Leuven (Belgium) 13-14 November 1998, pp. 91-97
summary The paper describes the setup and development of an advanced course in CAAD in the framework of a particular teaching environment and the democratization of computing technologies. It traces the transformation of goals and means for the course as a result of changing priorities and interests towards a form that agrees with emerging cultural patterns as observed in architectural education.

series eCAADe
email
more http://www.eaae.be/
last changed 2022/06/07 07:51

_id 7e64
authors Koutamanis, Alexander
year 1999
title Approaches to the Integration of CAAD Education in the Electronic Era: Two Value Systems
doi https://doi.org/10.52842/conf.ecaade.1999.238
source Architectural Computing from Turing to 2000 [eCAADe Conference Proceedings / ISBN 0-9523687-5-7] Liverpool (UK) 15-17 September 1999, pp. 238-243
summary In recent years the democratization of information and communication technologies (ICT) has become the greatest influence on the structure of CAAD education. While the content of the CAAD courses simply had to absorb the new technological possibilities, the structure of the courses and in particular their relationship to the rest of the curriculum has become the subject of speculation and experimentation. Integration of CAAD education in an architectural curriculum occurs either by (a) placing emphasis on designing in CAAD courses, or by (b)  integrating computing in design courses. Both approaches respond to the democratization of ICT by making design computing widely available and acceptable. Further improvement is possible if the student becomes the carrier of integration. This is based on the long-term amplification of two value systems. The first refers to personal cognition: rather than rewarding a student with the teacher's approval, educational goals should be translated into individual skills and knowledge. The second system addresses the values of the peer group: such groups support learning by comparison to other individuals and emerging communal characteristics, either as a result of competition or for reasons of assimilation.
keywords Education, Democracy, Personal Cognition
series eCAADe
email
last changed 2022/06/07 07:51

_id 3760
authors Koutamanis, Alexander
year 2000
title Recognition and Indexing of Architectural Features in Floor Plans on the Internet
doi https://doi.org/10.52842/conf.caadria.2000.357
source CAADRIA 2000 [Proceedings of the Fifth Conference on Computer Aided Architectural Design Research in Asia / ISBN 981-04-2491-4] Singapore 18-19 May 2000, pp. 357-366
summary The Internet promises a worldwide information system, capable of uniting different sources and types of original, up-to-date and directly usable information. Among the main components of this system are retrieval mechanisms characterized by high precision and recall, as well as by supportive relevance feedback. The textual versions of these retrieval mechanisms have been available for some time and have achieved a certain degree of efficiency and sophistication. Image retrieval lags behind, despite the recent advances in content-based retrieval. In architecture this is largely due to the lack of integration of domain knowledge and known formalisms. Indexing and retrieval of architectural floor plans can rely on existing generative systems such as shape grammars and rectangular arrangements. By reversing generative systems in purpose we derive compact descriptions that describe completely a floor plan and make explicit all relevant features rather than a small number of features. The main limitation of reversed generative systems is that they apply to specific classes of designs. Unification in indexing and retrieval can only take place at the level of basic primitives, i.e. spaces and building elements. In both vector and pixel images of architectural floor plans this can be achieved by a universal recognition system that identifies salient local features to produce a basic spatial representation.
series CAADRIA
email
last changed 2022/06/07 07:51

_id ebb4
authors Koutamanis, Alexander
year 2000
title Digital architectural visualization
source Automation in Construction 9 (4) (2000) pp. 347-360
summary The democratization of computer technologies is changing architectural visualization in two significant ways. The first is that the availability of digital media promotes wider and intensive application of computer visualization. The second concerns the extension of architectural design to visualization in information systems. The transition from analogue to digital visualization relates to fundamental questions ranging from the role of geometric representations in architecture and the relationships between analysis and visualization to the structure of abstraction. In addition, it requires technology and knowledge transfer also from areas other than computer science. The integration of such transfers suggests a flexible, modular approach that contradicts the holistic, integral principles of computer-aided architectural design.
series journal paper
more http://www.elsevier.com/locate/autcon
last changed 2003/05/15 21:22

_id 554e
authors Koutamanis, Alexander
year 2001
title 3 x 2 Approaches to Design Management
doi https://doi.org/10.52842/conf.ecaade.2001.220
source Architectural Information Management [19th eCAADe Conference Proceedings / ISBN 0-9523687-8-1] Helsinki (Finland) 29-31 August 2001, pp. 220-225
summary Following the arguably successful introduction of building, project and real estate management to traditional architectural areas, design management is emerging as the new hot issue. One of the main arguments for it is the alleged low performance of the architect in the face of the technical complexity and operational intricacy that characterizes current design problems. In this respect, management is seen as the missing link in the architect’s methodical and operational framework. The paper suggests that this link derives more from the constraints of the domain and its subject matter rather than a management perspective. Design management refers to two main dimensions of architectural design, these of design method and of design subject. With respect to the first dimension we distinguish between three main categories: proscriptive, prescriptive and descriptive approaches. In the second dimension the distinction is between the coordination of the design process and that of the design product. The 3x2 matrix defined by these two dimensions stresses the significance of descriptive approaches for the informatization of the representation and communication of the design product. In this framework design information management emerges as an applied area of (computational) design theory that facilitates the amphidrome development of a design, i.e. not only from brief to postoccupancy but also from detail, case and precedent to design idea and solution, as well as the identification and management of critical moments, i.e. moments characterized by convergence of activities and hence extensive and intensive communication.
keywords Method, Management, Descriptive, Informatization
series eCAADe
email
last changed 2022/06/07 07:51

_id 72fb
authors Koutamanis, Alexander
year 2001
title On the Management of Visual Design Documentation
doi https://doi.org/10.52842/conf.ecaade.2001.124
source Architectural Information Management [19th eCAADe Conference Proceedings / ISBN 0-9523687-8-1] Helsinki (Finland) 29-31 August 2001, pp. 124-130
summary One of the most significant consequences of computerization in design practice is a spectacular increase in the amount and complexity of information produced for the specification, analysis and communication of design decisions and products. Computerization is intended to have a positive effect on such subjects but offers no builtin guarantees. The complexity, redundancy and amount of information that is generated on a variety of media has accentuated the problems of archiving, indexing and retrieving design documentation, either in the same project or in related ones. The shortcomings of visual information processing derive from a number of inherent problems: lack of integration in information carriers and kinds; organizational uncertainty, especially with respect to archiving and retrieval; superficial replication of analogue practices; limited understanding of information utility; chronic underestimates of automation potential coupled to overestimates of costs. A progressive improvement of design documentation should focus on: (1) the integration of information kinds and carriers in a single representation (in the direction of virtual prototyping); (2) correlation of information registration and processing with information utility; (3) structural rather than opportunistic or deterministic integration of utility requirements in design representations; (4) recognition of informatization and information management as a new specialization that complements existing roles in the design and management of the built environment
keywords Computerization, Management, Visual Representation, Integration
series eCAADe
email
last changed 2022/06/07 07:51

_id sigradi2005_333
id sigradi2005_333
authors Koutamanis, Alexander
year 2005
title Group design evaluation
source SIGraDi 2005 - [Proceedings of the 9th Iberoamerican Congress of Digital Graphics] Lima - Peru 21-24 november 2005, vol. 1, pp. 333-337
summary Architectural visualization refers not only to the bulk of documents produced in the externalization of design representations but also to a major component of design communication and decision-taking. The paper focuses on the use of visualization in group design processes, i.e. processes typically involving the issues of common authorship, multi-actor design and intensive interaction between different aspects. It proposes that effective group design visualization requires hybrid environments that combine digital and analogue media in unobtrusive and efficient support structures. Registration of design information in group visualization refers primarily to two complementary dimensions: the syntagmatic (the sequence of actions that produce an image) and the paradigmatic (the collection of graphic primitives in the image). Recording syntagmatic information (i.e. who drew what and when) is essential for disentangling the usually dense results of group visualization and for distinguishing between actors, aspects and alternatives.
series SIGRADI
email
last changed 2016/03/10 09:54

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