FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2057753721> ?p ?o ?g. }

• W2057753721 endingPage "1120" @default.
• W2057753721 startingPage "1111" @default.
• W2057753721 abstract "Abstract Visualization of high‐dimensional data requires a mapping to a visual space. Whenever the goal is to preserve similarity relations a frequent strategy is to use 2D projections, which afford intuitive interactive exploration, e.g., by users locating and selecting groups and gradually drilling down to individual objects. In this paper, we propose a framework for projecting high‐dimensional data to 3D visual spaces, based on a generalization of the Least‐Square Projection (LSP). We compare projections to 2D and 3D visual spaces both quantitatively and through a user study considering certain exploration tasks. The quantitative analysis confirms that 3D projections outperform 2D projections in terms of precision. The user study indicates that certain tasks can be more reliably and confidently answered with 3D projections. Nonetheless, as 3D projections are displayed on 2D screens, interaction is more difficult. Therefore, we incorporate suitable interaction functionalities into a framework that supports 3D transformations, predefined optimal 2D views, coordinated 2D and 3D views, and hierarchical 3D cluster definition and exploration. For visually encoding data clusters in a 3D setup, we employ color coding of projected data points as well as four types of surface renderings. A second user study evaluates the suitability of these visual encodings. Several examples illustrate the framework's applicability for both visual exploration of multidimensional abstract (non‐spatial) data as well as the feature space of multi‐variate spatial data." @default.
• W2057753721 created "2016-06-24" @default.
• W2057753721 creator A5009099532 @default.
• W2057753721 creator A5011856599 @default.
• W2057753721 creator A5027852213 @default.
• W2057753721 creator A5029317616 @default.
• W2057753721 creator A5042377165 @default.
• W2057753721 creator A5066927815 @default.
• W2057753721 creator A5086403404 @default.
• W2057753721 creator A5088700947 @default.
• W2057753721 date "2011-06-01" @default.
• W2057753721 modified "2023-10-17" @default.
• W2057753721 title "A Framework for Exploring Multidimensional Data with 3D Projections" @default.
• W2057753721 cites W1493454437 @default.
• W2057753721 cites W1570017562 @default.
• W2057753721 cites W1583911959 @default.
• W2057753721 cites W1605183721 @default.
• W2057753721 cites W2006400568 @default.
• W2057753721 cites W2078290150 @default.
• W2057753721 cites W2103940511 @default.
• W2057753721 cites W2105535124 @default.
• W2057753721 cites W2110080554 @default.
• W2057753721 cites W2116194516 @default.
• W2057753721 cites W2120209455 @default.
• W2057753721 cites W2128021408 @default.
• W2057753721 cites W2132626343 @default.
• W2057753721 cites W2132747517 @default.
• W2057753721 cites W2134312057 @default.
• W2057753721 cites W2135704815 @default.
• W2057753721 cites W2150692003 @default.
• W2057753721 cites W2167081989 @default.
• W2057753721 cites W2229412420 @default.
• W2057753721 cites W2244686166 @default.
• W2057753721 doi "https://doi.org/10.1111/j.1467-8659.2011.01960.x" @default.
• W2057753721 hasPublicationYear "2011" @default.
• W2057753721 type Work @default.
• W2057753721 sameAs 2057753721 @default.
• W2057753721 citedByCount "28" @default.
• W2057753721 countsByYear W20577537212012 @default.
• W2057753721 countsByYear W20577537212013 @default.
• W2057753721 countsByYear W20577537212014 @default.
• W2057753721 countsByYear W20577537212015 @default.
• W2057753721 countsByYear W20577537212016 @default.
• W2057753721 countsByYear W20577537212018 @default.
• W2057753721 countsByYear W20577537212019 @default.
• W2057753721 countsByYear W20577537212020 @default.
• W2057753721 countsByYear W20577537212021 @default.
• W2057753721 countsByYear W20577537212022 @default.
• W2057753721 countsByYear W20577537212023 @default.
• W2057753721 crossrefType "journal-article" @default.
• W2057753721 hasAuthorship W2057753721A5009099532 @default.
• W2057753721 hasAuthorship W2057753721A5011856599 @default.
• W2057753721 hasAuthorship W2057753721A5027852213 @default.
• W2057753721 hasAuthorship W2057753721A5029317616 @default.
• W2057753721 hasAuthorship W2057753721A5042377165 @default.
• W2057753721 hasAuthorship W2057753721A5066927815 @default.
• W2057753721 hasAuthorship W2057753721A5086403404 @default.
• W2057753721 hasAuthorship W2057753721A5088700947 @default.
• W2057753721 hasConcept C104597421 @default.
• W2057753721 hasConcept C105795698 @default.
• W2057753721 hasConcept C11413529 @default.
• W2057753721 hasConcept C134306372 @default.
• W2057753721 hasConcept C154945302 @default.
• W2057753721 hasConcept C169760540 @default.
• W2057753721 hasConcept C172367668 @default.
• W2057753721 hasConcept C177148314 @default.
• W2057753721 hasConcept C179518139 @default.
• W2057753721 hasConcept C207363949 @default.
• W2057753721 hasConcept C26760741 @default.
• W2057753721 hasConcept C31972630 @default.
• W2057753721 hasConcept C33923547 @default.
• W2057753721 hasConcept C36464697 @default.
• W2057753721 hasConcept C41008148 @default.
• W2057753721 hasConcept C57493831 @default.
• W2057753721 hasConcept C59732488 @default.
• W2057753721 hasConcept C86803240 @default.
• W2057753721 hasConceptScore W2057753721C104597421 @default.
• W2057753721 hasConceptScore W2057753721C105795698 @default.
• W2057753721 hasConceptScore W2057753721C11413529 @default.
• W2057753721 hasConceptScore W2057753721C134306372 @default.
• W2057753721 hasConceptScore W2057753721C154945302 @default.
• W2057753721 hasConceptScore W2057753721C169760540 @default.
• W2057753721 hasConceptScore W2057753721C172367668 @default.
• W2057753721 hasConceptScore W2057753721C177148314 @default.
• W2057753721 hasConceptScore W2057753721C179518139 @default.
• W2057753721 hasConceptScore W2057753721C207363949 @default.
• W2057753721 hasConceptScore W2057753721C26760741 @default.
• W2057753721 hasConceptScore W2057753721C31972630 @default.
• W2057753721 hasConceptScore W2057753721C33923547 @default.
• W2057753721 hasConceptScore W2057753721C36464697 @default.
• W2057753721 hasConceptScore W2057753721C41008148 @default.
• W2057753721 hasConceptScore W2057753721C57493831 @default.
• W2057753721 hasConceptScore W2057753721C59732488 @default.
• W2057753721 hasConceptScore W2057753721C86803240 @default.
• W2057753721 hasIssue "3" @default.
• W2057753721 hasLocation W20577537211 @default.
• W2057753721 hasOpenAccess W2057753721 @default.
• W2057753721 hasPrimaryLocation W20577537211 @default.

• next