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检索条件"任意字段=Conference on Visualization and Data Analysis 2007"

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Evaluating the effectiveness of information visualization methods for disaster management

Evaluating the effectiveness of information visualization me...

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2007 IADIS International conference on Interfaces and Human Computer Interaction, IHCI 2007, part of the 1st IADIS Multi conference on Computer Science and Information Systems, MCCSIS 2007

作者： Razikin, Khasfariyati Goh, Dion Hoe-Lian Chua, Alton Yeow-Kuan Chua, Yew Yew Wong, Jane Yee Yang, Kin Jun Wee Kim Wee School of Communication and Information Nanyang Technological University Division of Information Studies SCI Building 31 Nanyang Link Singapore637718 Singapore

ISBN: (纸本)9789728924393

The analysis of information from past disasters can often provide insight to problems faced during a crisis. While advancements in technology allows us to gather data during a disaster, there is a lack of tools that can help researchers visualize and effectively analyze the data. On top of that, there is a necessity to identify suitable visualization methods for this purpose. In this paper, Tree View, Radial Graph and Excel visualizations were evaluated with the aim of finding the most useful and intuitive visualization. An information visualization system prototype called the Disaster InfoViz tool was developed as a platform for this purpose. The findings of a user evaluation on the system showed that the Tree View method was found to be the most effective visualization method for the analysis of disaster management information. © 2007 IADIS

关键词： Disasters

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Design concept of a course visualization platform

Design concept of a course visualization platform

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6th IASTED International conference on Web-Based Education

作者： Yamakawa, Osamu Kikusawa, Masahiro Tanaka, Takeyuki Yasutake, Koichi Sumiya, Takahiro Tagawa, Takahiro Inoue, Hitoshi Fukui Prefectural Univ Ctr Informat Sci Fukui Japan Hiroshima Univ Grad Sch Social Sci Hiroshima Japan Hiroshima Univ Informat Media Ctr Hiroshima Japan Kyushu Univ Comp & Commun Ctr Higashi Ku Fukuoka Japan

ISBN: (纸本)9780889866508

Course visualization, which is carried out by analysing the access log of the Course Management System, is very effective in revealing the learning activity of students. However, there are few practices of course visualization for lack of a procedure guideline and difficulties concerning the analysis of learning-activity data. Authors have already proposed a procedure guideline for course visualization to reduce the number of problems and have executed the process according to the guideline. In this paper, at first, the procedure guideline and examples of course visualization will be shown. Next, this paper describes the design concept and the software structure of course visualization platform (VisP) for spreading these visualization practices to the E-learning community. It will be easy to visualize the learning activity of students, when the platform is used. As the result, we will get effective feedback to instructors and students for the formative evaluation of a course.

关键词： web-based education tracking data of students course management system course visualization

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A hierarchical agent framework for tuning application performance in Grid environment

A hierarchical agent framework for tuning application perfor...

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2nd IEEE Asia-Pacific Service Computing conference (APSCC 2007)

作者： De Sarkar, Ajanta Kundu, Srabani Mukherjee, Nandini Jadavpur Univ Dept Comp Sci & Engn Kolkata 700032 India

ISBN: (纸本)9780769530512

Performance analysis on a conventional distributed system consisting of a static (usually homogeneous) pool of computational resources comprises various techniques related to instrumentation, data collection, measurement, analysis and visualization. However, in a heterogeneous, dynamic environment, like Grid, post-mortem analysis is of no use and data needs to be collected and analyzed in real time. Novel techniques are also required for dynamically tuning the application's performance and resource brokering in order to maintain the desired QoS. The objective of this paper is to present an agent framework for performance monitoring and analysis of applications running in Grid environment and implementation of local tuning techniques for improving their performances. Results of a preliminary implementation are also presented in order to demonstrate the effectiveness of the agent framework.

关键词： data visualization

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2D Approach Measuring Multidimensional data Pattern in Big data visualization

2D Approach Measuring Multidimensional Data Pattern in Big D...

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IEEE International conference on Big data analysis (ICBDA)

作者： Zhang, Jinson Huang, Mao Lin Univ Technol Sydney Fac Engn & IT Sch Software Sydney NSW 2007 Australia Tianjin Univ Sch Comp Software Tianjin Peoples R China

ISBN: (纸本)9781467395915

Big data, structured and unstructured data, contains millions attributes in multiple dimensions. This has arisen threeissues: 1) how to measure the structured and unstructured multidimensional data patterns for Big data analysis;2) how to display multidimensional data patterns in normal size of screen;3) how to optimize the data attributes in Big data visualization. In this work, we have visual analyzed Big datavariety based on the complexity of multidimensional data. Firstly, we introduce2D dimension which divided the multidimensional dataset into 2D data pattern subsets, and then establish 2D-Ratio algorithm to measure 2D dimension in multiple data patterns. Second, we createtwo additional parallel axes by using 2D-Ratio to compare 2D dimensional patterns for visualization. Third, the dimension clustering and shrunk attribute have been introduced in 2D-Ratio parallel coordinates to reduce the data over-crowed. The experiment shows that our model can be efficiently and accurately used for Big data analysis and visualization.

关键词： Big data multidimensional dataset 2D-Ratio data visual analytics parallel coordinates

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How much information do you remember? - The effects of short-term memory on scientific visualization tasks

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2nd International conference on Virtual Reality held at the HCI International 2007

作者： Qi, Wen Eindhoven Univ Technol Dept Ind Design NL-5600 MB Eindhoven Netherlands

ISBN: (纸本)9783540733348

In this paper we describe our experiences and lessons learned from two user studies about the effects of short-term memory on data analysis tasks with graphical user interface and virtual environment. visualization is a powerful tool for representing scientific data for analysis purpose. Current research progress enables us to create a high fidelity visual representation of scientific data. However, the value of traditional graphical user interface and Virtual Reality (VR) as human computer interface in data analysis via visualization tool is questioned by the domain scientists. We carried out two user studies that asked users to perform data analysis tasks. The first user study compared the user performance on selecting and manipulating transfer function (TF) with different graphical user interfaces in volume visualization to search certain structures within a 3D data set. The second user study investigated the performance difference of immersive VR, fish tank VR and haptic-based fish tank VR systems on four generic visualization tasks. The two user studies indicates that short-term memory plays an important role in 3D user interaction during data analysis task. The pitfall of 3D user interface design for scientific visualization is that too many efforts have been put into the interface itself or technology, rather than designing user interface to match or amplify human capabilities, for instance the limit amount of short term memory and its importance in data analysis process.

关键词： Human computer interaction

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Two-dimensional representation of spatial structure changes in brain bioelectric potential field 3

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3rd Kuala Lumpur International conference on Biomedical Engineering 2006 (BioMed 2006)

作者： Al-Kasasbeh, Riad Taha Al Balqa Appl Univ Fac Engn Technol Dept Elect Engn Amman Jordan

ISBN: (纸本)9783540680161

A new method for visualization of EEG-process is developed, using factorial analysis. This method permits data compression and visualization in form adequate for human to trace continuous change patterns, compare data from brain hemispheres and delete appearing artifacts using combined man-computer mode for achieving additional reliability. Accordingly, this method is realized in software which allows an operator to select various modes of representation of results and speed of visualization.

关键词： EEG factorial analysis automation visualization dynamic representation man-machine system reliability

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visualization of topology representing networks

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8th International conference on Intelligent data Engineering and Automated Learning

作者： Vathy-Fogarassy, Agnes Werner-Stark, Agnes Gal, Balazs Abonyi, Janos Univ Pannonia Dept Math & Comp POB 158 H-8201 Veszprem Hungary Univ Pannonia Dept Proc Engn H-8201 Veszprem Hungary

ISBN: (纸本)9783540772255

As data analysis tasks often have to face the analysis of huge and complex data sets there is a need for new algorithms that combine vector quantization and mapping methods to visualize the hidden data structure in a low-dimensional vector space. In this paper a new class of algorithms is defined. Topology representing networks are applied to quantify and disclose the data structure and different nonlinear mapping algorithms for the low-dimensional visualization are applied for the mapping of the quantized data. To evaluate the main properties of the resulted topology representing network based mapping methods a detailed analysis based on the wine benchmark example is given.

关键词： visualization

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Monitoring human resources of a public health-care system through intelligent data analysis and visualization

Monitoring human resources of a public health-care system th...

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11th conference on Artificial Intelligence in Medicine (AIME 2007)

作者： Pur, Aleksander Bohanec, Marko Lavrac, Nada Cestnik, Bojan Debeljak, Marko Gradisek, Anton Minist Interior Affairs Ljubljana Slovenia Jozef Stefan Inst Ljubljana Slovenia Univ Nova Gorica Nova Gorica Slovenia Temida Ljubljana Slovenia Dagra Ljubljana Slovenia

ISBN: (纸本)9783540735984

A public health-care system (HCS) is a complex system that requires permanent monitoring. This paper focuses on the Slovenian national HCS subsystem consisting of a network of health-care professionals at the primary care level. The challenge addressed in this paper is the development and application of intelligent data analysis, decision support and visualization methods aimed to improve the monitoring of human resources of this network. The main outcome is a set of proposed performance indicators and the developed model for monitoring the network of primary health-care professionals of Slovenia. The model enables improved planning and management through data analysis and visualization modules developed for the monitoring of physicians' qualification, age, workload and dispersion.

关键词： intelligent data analysis decision support systems visualization primary public health-care system

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A simple visualization technique for the analysis of failure rates in warranty data

A simple visualization technique for the analysis of failure...

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5th International conference on Quality and Reliability, ICQR 2007

作者： -Hofmann, Frank Mueller Dear, Lan IT-Designers GmbH Entennest 2 Esslingen 73037 Germany Department of Electronic and Computer Engineering Brunei University London UB8 3PH United Kingdom

ISBN: (纸本)9789810594046

To lower costs, that arise during the warranty period, problematic products, product components or dependencies between these components must be recognized as early as possible. The analysis of warranty data can help to decrease this problem and improve the quality of products. A suitable preparation and visualization of the data enables the viewer to search directly for existing problems in this complex and large amount of data. This paper will show a useful visualization method for the analysis of failure rates in warranty data. Due to the flexibility of this method, the user is able to find uncommon accumulations of failures without the need to acquire comprehensive technical know-how. The paper will also show how to handle missing data which is characteristic when analyzing warranty datasets. © 2008 ICQR.

关键词： visualization

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A method for testing graph visualizations using games

A method for testing graph visualizations using games

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conference on visualization and data analysis 2007

作者： Bovey, John Rodgers, Peter Univ Kent Canterbury CT2 7NZ Kent England

ISBN: (纸本)9780819466082

We describe a system that enables us to perform exploratory empirical experiments with graph visualization techniques by incorporating them into games that can be played on an internet site, the Graph Games Website (http://***/projects/graphmotion/). We present a general discussion of games as a test-bed for empirical experiments in graph comprehension, and explain why they might, in particular, provide a useful way to do exploratory experiments. We then discuss the requirements for games that can be used and describe some individual games including those we have tried on our own site. The main part of the paper describes our own experiment in setting up a graph-gaming site where we have carried out tests on the benefits of different graph visualizations. We discuss the design of the site, describe its underlying architecture and present a promising initial trial on movement in graph visualization that gathered the results from over 70,000 played games. We then present some statistical conclusions that can be drawn from the resulting data. Finally, we summarize the lessons that have been learned and discuss ideas for future work.

关键词： graph visualization graph games

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