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检索条件"任意字段=IEEE Information Visualization Conference/IEEE Visualization Conference"

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A User Study to Compare Four Uncertainty visualization Methods for 1D and 2D Datasets

A User Study to Compare Four Uncertainty Visualization Metho...

引用

ieee information visualization conference/ieee visualization conference

作者： Sanyal, Jibonananda Zhang, Song Bhattacharya, Gargi Amburn, Phil Moorhead, Robert J. Mississippi State Univ Geosyst Res Inst Mississippi State MS 39762 USA Mississippi State Univ Dept Comp Sci & Engn Mississippi State MS USA So Illinois Univ Dept Psychol Carbondale IL 62901 USA

Many techniques have been proposed to show uncertainty in data visualizations. However, very little is known about their effectiveness in conveying meaningful information. In this paper, we present a user study that evaluates the perception of uncertainty amongst four of the most commonly used techniques for visualizing uncertainty in one-dimensional and two-dimensional data. The techniques evaluated are traditional errorbars, scaled size of glyphs, color-mapping on glyphs, and color-mapping of uncertainty on the data surface. The study uses generated data that was designed to represent the systematic and random uncertainty components. Twenty-seven users performed two types of search tasks and two types of counting tasks on 1 D and 2D datasets. The search tasks involved finding data points that were least or most uncertain. The counting tasks involved counting data features or uncertainty features. A 4x4 full-factorial ANOVA indicated a significant interaction between the techniques used and the type of tasks assigned for both datasets indicating that differences in performance between the four techniques depended on the type of task performed. Several one-way ANOVAs were computed to explore the simple main effects. Bonferronni's correction was used to control for the family-wise error rate for alpha-inflation. Although we did not find a consistent order among the four techniques for all the tasks, there are several findings from the study that we think are useful for uncertainty visualization design. We found a significant difference in user performance between searching for locations of high and searching for locations of low uncertainty. Errorbars consistently underperformed throughout the experiment. Scaling the size of glyphs and color-mapping of the surface performed reasonably well. The efficiency of most of these techniques were highly dependent on the tasks performed. We believe that these findings can be used in future uncertainty visualization design. In

关键词： User study uncertainty visualization

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A Visual Tool to Help Select Photogenic Locations 19

A Visual Tool to Help Select Photogenic Locations

引用

19th International conference on information Visualisation IV 2015

作者： Hamada, Kouhei Misue, Kazuo Univ Tsukuba Dept Comp Sci Ibaraki Japan Univ Tsukuba Fac Engn Informat & Syst Ibaraki Japan

ISBN: (纸本)9781467375689

A photogenic location is a good place to take photos. It generally has beautiful scenery, historical structures, etc. When amateur photographers plan a photo trip, they often decide beforehand on photogenic locations to visit. They collect information about the locations and consider various aspects. The aim of the authors is to assist amateur photographers in planning a photo trip. information and procedures have been organized to help select photogenic locations from the perspective of information design. In addition, an interactive visual tool has been developed to help select photogenic locations. The tool displays information on photogenic locations extracted from a large collection of geotagged photos, provided by a photo-sharing site. The tool allows us to select locations while referring to their geographic relationships. Consequently, the process of selecting photogenic locations becomes easy.

关键词： Photo Photogenic locations Social media Geo-graphic information system

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Keeping Requirements on Track via Visual Analytics

Keeping Requirements on Track via Visual Analytics

引用

21st ieee International Requirements Engineering conference (RE)

作者： Niu, Nan Reddivari, Sandeep Chen, Zhangji Mississippi State Univ Dept Comp Sci & Engn Mississippi State MS 39762 USA

ISBN: (纸本)9781467357654

For many software projects, keeping requirements on track needs an effective and efficient path from data to decision. Visual analytics creates such a path that enables the human to extract insights by interacting with the relevant information. While various requirements visualization techniques exist, few have produced end-to-end values to practitioners. In this paper, we advance the literature on visual requirements analytics by characterizing its key components and relationships. This allows us to not only assess existing approaches, but also create tool enhancements in a principled manner. We evaluate our enhanced tool supports through a case study where massive, heterogeneous, and dynamic requirements are processed, visualized, and analyzed. In particular, our study illuminates how increased interactivity of requirements visualization could lead to actionable decisions.

关键词： Requirements management requirements engineering visualization visual analytical reasoning

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Repeat Body-Ownership Illusions in Commodity Virtual Reality

Repeat Body-Ownership Illusions in Commodity Virtual Reality

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ieee conference on Virtual Reality and 3D User Interfaces (VR)

作者： Cha, Pauline W. Peck, Tabitha C. Davidson Coll Davidson NC 28036 USA

ISBN: (纸本)9798350374490;9798350374506

Virtual self-avatars have been shown to produce the Proteus effect, however limited work investigates the subjective sense of embodiment using commodity virtual reality systems. In this work, we present results from a pilot experiment where participants are given a self-avatar in a simple virtual experience while wearing a cardboard head-mounted display. Participants then repeat the experience five days later. Overall, subjective embodiment scores are similar to those reported in experience using higher-fidelity systems. However, the subjective sense of embodiment significantly lowered from trial one to trial two.

关键词： Human-centered computing visualization visualization techniques Treemaps Human-centered computing visualization visualization design and evaluation methods

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Accented visualization by augmented reality for smart manufacturing aplications 1

Accented visualization by augmented reality for smart manufa...

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1st ieee International conference on Industrial Cyber-Physical Systems, ICPS 2018

作者： Ivaschenko, Anton Khorina, Anastasia Sitnikov, Pavel Information Systems and Technologies Department Samara National Research University Samara Russia Department of Applied Programming and Technological Innovations ITMO University Saint-Petersburg Russia

ISBN: (纸本)9781538665312

Effective application of Augmented Reality user interfaces is one of the challenging trends of industrial cyber-physical systems development and implementation. Despite reach functionality of modern AR devices (like goggles, head mounted displays or tablets) the problem of their comfortable and productive use is not completely solved yet. To cover this gap, it is proposed in this paper to implement a new paradigm of 'accented visualization' that allows adapting additional data presented by AR device according to the user's current interest, attention and focus. To provide such context driven functionality there was developed intelligent software based on eye tracking and capturing the user's focus in ontology as a knowledge base. Probation and testing of the proposed approach present 89 % of the solution efficiency. © 2018 ieee.

关键词： visualization

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visualization OF 3-D FINITE-ELEMENT MODEL ANALYSIS OF DEFIBRILLATION

引用

1991 ANNUAL INTERNATIONAL CONF OF THE ieee ENGINEERING IN MEDICINE AND BIOLOGY SOC

作者： ALLEN, DF HAYNOR, DR BARDY, GH

ISBN: (纸本)0780302168

Construction and solution of 3-D finite element models of the thorax experiencing defibrillatory shock generates several 3-D data sets: tomographic scans, tissue classification, thoracic voltages, thoracic voltage gradients, and thoracic current densities. The requirements for a set of visualization tools to aid in interpreting these data are identified. An implementation/development plan is presented.

关键词： Biomedical Equipment

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Ontology-based visualization of healthcare data mined from Online Healthcare Forums 3

Ontology-based visualization of healthcare data mined from O...

引用

International conference on Healthcare Informatics (ICHI)

作者： Sampathkumar, Hariprasad Chen, Xue-wen Luo, Bo Univ Kansas Dept Elect Engn & Comp Sci Lawrence KS 66045 USA Wayne State Univ Dept Comp Sci Detroit MI 48202 USA

ISBN: (纸本)9781467395489

With the widespread growth of social networking there are several online forums that are dedicated to discussing health and well-being. These forums are great resources for collecting patient and health related information, as people tend to freely share and discuss their health conditions and treatments with others having similar experiences. There are several methods available for extracting data from such online forums, however, there isn't a structured way for storing such information. With vast amount of data being collected from several different sources it is not only important to have structure, but also some semantic information associated with the data so that it can be processed autonomously without human intervention. An ontology can help in addressing this need. In this paper we present a Healthcare Forum Mining Ontology which defines health and patient related terms that can be extracted from the messages posted in online healthcare forums, along with the relationships between those terms. The availability of this information would be of immense help to clinical research which often lacks full access to patient data due to its privacy-sensitive nature. We demonstrate the usefulness of this ontology using a visualization tool which can be used to: (i) analyze the profiles of patients undergoing treatment for a given disease/health condition and (ii) visualize the associations between the healthcare data stored as a part of the ontology's knowledge base.

关键词： Data mining Data visualization Diseases Knowledge based systems Ontologies Resource description framework Online Healthcare Forums Ontology Text Mining visualization Ontology Resource Description Framework Knowledge based systems text mining Data visualisation visualization data mining Health Care maladjustment health

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Automatic viewpoint selection for a visualization I/F in a PSE

Automatic viewpoint selection for a visualization I/F in a P...

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e-Science 2006 - 2nd ieee International conference on e-Science and Grid Computing

作者： Nakagawa, Machiko Takata, Masami Joe, Kazuki Nara Women's University

ISBN: (纸本)0769527345

visualization plays an important role in PSEs. Some PSE for the support of scientific simulation provides visualization I/F for simulation results. Without deep knowledge of visualization presentation, users require automatic viewpoint selection of the resultant visualization of simulation results. In this paper, we propose an automatic viewpoint selection method, called viewpoint potential, and show some experimental results. © 2006 ieee.

关键词： Data visualization

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ADDRESSING UNCERTAINTY AND CONFLICTS IN CROSS-DOMAIN DATA PROVENANCE

ADDRESSING UNCERTAINTY AND CONFLICTS IN CROSS-DOMAIN DATA PR...

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MILCOM Military Communications conference

作者： Moitra, Abha Barnett, Bruce Crapo, Andrew Dill, Stephen J. Gen Elect Global Res Niskayuna NY 12309 USA Lockheed Martin IS & GS Frederick MD USA

ISBN: (纸本)9781424481804

Data Provenance is multi-dimensional metadata that can be used to determine information Assurance attributes like Confidentiality, Authenticity, Integrity, and Non-Repudiation. Traditionally, these information Assurance attributes have been specified probabilistically as a belief value (or corresponding disbelief value). In this paper, we introduce a framework based on Subjective Logic that directly incorporates uncertainty by representing values as a triple of < belief, disbelief, uncertainty >. This framework allows us to work with uncertainty as well as conflicting pieces of information that may arise from multiple views of an object. We also develop a formal semantic model for specifying and reasoning over information Assurance properties in a workflow. This model uses a controlled English representation which facilitates the dialogue with domain experts to capture and vet domain knowledge. Since Data Provenance information can grow substantially as the amount of information kept for each object increases and/or as the complexity of a workflow increases, we show how this information can be summarized. This summarization can also generate a trust value in the data so that it can cross security boundaries with user-controllable covert channel implications. Finally, we discuss a range of visualizations ranging from attention-directing high-level visualization to finer-level contextual visualization.

关键词： addressing uncertainty contextual visualization cross-domain data provenance data acquisition data visualisation formal logic formal semantic model information assurance attributes meta data multi-dimensional metadata security security of data subjective

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Research on the visualization of Equipment Support Based on the Technology of Internet of Things

Research on the Visualization of Equipment Support Based on ...

引用

2nd International conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC)

作者： Zhu Yu Wang Tie-ning Acad Armored Forces Engn Beijing Peoples R China

ISBN: (纸本)9780769549354

Internet of Things is called the sensing network at first, which connect any object with Internet, by using radio frequency discerning (RFID) and sensor etc. information gathering equipments, and according to the agreement agreed, realizing the information exchanging and communication, location, following, controlling and management intellectually. With its swift development and its widen used in Logistics field, the technology of Internet of Things has offered a new thinking and a new opportunity for the development of equipment support, and will also bring enormous changes to traditional mode and technology of equipment support. The department of equipment maintenance support resources should keep a firm hand on the opportunity, and fully utilize the research results of the technology of Internet of things to realize the great-leap-forward development of equipment support. By using the technology of Internet of Things, and combining the current equipment support mode, this text structures the visualization system of equipment maintenance support resources based on the technology of Internet of things, which is divided into "visual storing", "visual raising", "visual transporting", "visual using", etc. four subsystems for the detailed description. Aiming at accelerating to apply the technology of Internet of Things in the field of equipment support, which is significant for realizing the real time, high-efficient, accurate equipment support.

关键词： Internet of Things sensing network Equipment Support Resources visualization

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