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Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception [article]

German I. Parisi, Jonathan Tong, Pablo Barros, Brigitte Röder, Stefan Wermter
2018 arXiv   pre-print
We describe a series of planned experiments to validate our model in the tasks of multisensory interaction on the basis of semantic congruence and unimodal cue reliability.  ...  In the spatial layer, topographically arranged networks account for the interaction of audiovisual input in terms of population codes.  ...  We describe a series of planned experiments to validate our model in the tasks of multisensory interaction on the basis of semantic congruence and unimodal cue reliability. I.  ... 
arXiv:1807.05222v1 fatcat:jgnoxi542bbopf7iaktfg55fy4

An amodal shared resource model of language-mediated visual attention

Alastair C. Smith, Padraic Monaghan, Falk Huettig
2013 Frontiers in Psychology  
Language-mediated visual attention describes the interaction of two fundamental components of the human cognitive system, language and vision.  ...  We demonstrate that the model is not only sufficient to account for the experimental effects of Visual World Paradigm studies but also that these effects are emergent properties of the architecture of  ...  To conclude, behavioral data from the VWP suggests that language-mediated visual attention is driven by the interaction of information extracted from the visual environment and speech signal at semantic  ... 
doi:10.3389/fpsyg.2013.00528 pmid:23966967 pmcid:PMC3744873 fatcat:h2bgqo7pfzfktgp7yig442457u

Usability Evaluation of Accessible Complex Graphs [chapter]

Dimitris Spiliotopoulos, Despoina Antonakaki, Sotiris Ioannidis, Paraskevi Fragopoulou
2016 Lecture Notes in Computer Science  
This work explores the use of speech enabled complex graphs that are designed to enable non-technical users to edit and appraise visually complex semantic structures.  ...  We report on the findings of how technically-savvy and technically challenged users experience the different modalities, make choices and identify each modality advantages and shortcomings as well as the  ...  Acknowledgements This work was supported by the FP7 Marie-Curie ITN iSocial funded by the EC under grant agreement no 316808.  ... 
doi:10.1007/978-3-319-41264-1_77 fatcat:hlbepfd76jaw3fquypvf4wez3a

Learning Hierarchical Semantic Image Manipulation through Structured Representations [article]

Seunghoon Hong and Xinchen Yan and Thomas Huang and Honglak Lee
2018 arXiv   pre-print
Benefits of the hierarchical framework are further demonstrated in applications such as semantic object manipulation, interactive image editing, and data-driven image manipulation.  ...  Initialized with coarse-level bounding boxes, our structure generator first creates pixel-wise semantic layout capturing the object shape, object-object interactions, and object-scene relations.  ...  For better understanding, we also visualize the manipulation results at each step. More examples on interactive image editing are illustrated in Figure A.6.  ... 
arXiv:1808.07535v2 fatcat:yg3kunbzt5cbdhpa3pu3a5nmrq

Models for Visualisation of Complex Information Systems

David Bihanic, Thomas Polacsek
2012 2012 16th International Conference on Information Visualisation  
In this article, we aim to initiate a dialogue between digital/interaction design and model-driven engineering through the study of a new data representation-visualisation approach based on generative  ...  Due to recent advances in graphical user interfaces and interaction techniques, we expect to prove that the world of modeling could benefit from creating views of existing models defined in a modeling  ...  ACKNOWLEDGMENT This work was supported in part by the French National Network of Complex Systems (RNSC) and the French Institute of Complex Systems of Ile-de-France (ISCPIF).  ... 
doi:10.1109/iv.2012.32 dblp:conf/iv/BihanicP12 fatcat:kvpcoy6k4feq3hbybas4baoi2i

A reactive extension of the OpenMusic visual programming language

Jean Bresson, Jean-Louis Giavitto
2014 Journal of Visual Languages and Computing  
Methods: We establish a denotational semantics of the visual language, which gives account for its demand-driven evaluation mechanism and the incremental construction of programs.  ...  We then extend this semantics to enable reactive computations in the functional graphs. Results: The resulting language merges data-driven executions with the existing demand-driven mechanism.  ...  Cantata [39] the visual language developed for the Khoros image processing environment). 12 The DeVide visual language also combines event-driven and demand-driven in a "hybrid" scheduling model [  ... 
doi:10.1016/j.jvlc.2014.03.003 fatcat:b7rxpu2yhrdm7ealcbitsgl7du

Semantic Interaction for Visual Analytics: Toward Coupling Cognition and Computation

Alex Endert
2014 IEEE Computer Graphics and Applications  
(For semantic interaction design guidelines, see the related sidebar.) That is, the visualization's visual constructs expose the underlying analytic models' parameters.  ...  My PhD dissertation coined the term semantic interaction in the context of a user interaction methodology for model steering in VA systems. 1 It made three primary contributions.  ...  Theories and models for analysis (for example, task models and user models) can be developed in a data-driven way.  ... 
doi:10.1109/mcg.2014.73 pmid:25051565 fatcat:3aslspveqza2tls5l26m72kbom

A gaze driven fast-forward method for first-person videos [article]

Alan Carvalho Neves, Michel Melo Silva, Mario Fernando Montenegro Campos, Erickson Rangel Nascimento
2020 arXiv   pre-print
Our method is based on an attention model driven by gaze and visual scene analysis that provides a semantic score of each frame of the input video.  ...  The results show that our methodology can fast-forward videos emphasizing moments when the recorder visually interact with scene components while not including monotonous clips.  ...  We model this behavior tracking objects that visually interact with the user along with the video, from the start of the visual interaction with o i until attention got dispersed.  ... 
arXiv:2006.05569v1 fatcat:zfz7ahaod5ay3dq3zhwlcomwmm

Visualization Enhanced Semantic Wikis for Patent Information

Mark Giereth, Thomas Ertl
2008 2008 12th International Conference Information Visualisation  
We describe an extension that allows integrating interactive visualizations into semantic wikis for getting deeper insights into the classificatory, geographical, and temporal distribution of large patent  ...  The content generation involves a semantic model that is described in terms of different ontologies for patent information.  ...  Acknowledgements The work presented in this paper has been developed within the PATExpert project. PATExpert is funded by the European Commission within its Sixth Framework Programme (FP6 028116).  ... 
doi:10.1109/iv.2008.50 dblp:conf/iv/GierethE08 fatcat:cz7ann2dnvc3tkzdgkquh6gwbi

A DeVIL-ish approach to inconsistency in interactive visualizations

Yifan Wu, Joseph M. Hellerstein, Eugene Wu
2016 Proceedings of the Workshop on Human-In-the-Loop Data Analytics - HILDA '16  
SOURCES OF REORDERING The data model sketched in Section 2 can capture the semantics of the visualization and interactions, but there are many sources of non-deterministic reordering in any interactive  ...  In particular, DeVIL presents a unified relational model for interactive visualization applications, and provides a basis to analyze aspects of interaction such as performance, correctness, and expressiveness  ... 
doi:10.1145/2939502.2939517 dblp:conf/sigmod/WuH016 fatcat:oeaqdcpg5vflrndubnm35pochq

Analysis and visualisation of RDF resources in Ondex [article]

Catherine Canevet, Artem Lysenko, Andrea Splendiani, Matthew Pocock, Christopher Rawlings
2010 arXiv   pre-print
This data model is conformant to the Semantic Web framework, in particular to RDF, and therefore Ondex is ideally positioned as a platform that can exploit the semantic web.  ...  At its core is a data model based on two main principles: first, all information can be represented as a graph and, second, all elements of the graph can be annotated with ontologies.  ...  We welcome feedback on our current import/export prototype and suggestions for the advancement of Ondex for the Semantic Web.  ... 
arXiv:1012.1661v1 fatcat:uvcysk3kjjgmfkwagtllmtisae

A NEW CLOUD-EDGE-TERMINAL RESOURCES COLLABORATIVE SCHEDULING FRAMEWORK FOR MULTI-LEVEL VISUALIZATION TASKS OF LARGE-SCALE SPATIO-TEMPORAL DATA

X. M. Li, W. X. Wang, S. J. Tang, J. Z. Xia, Z. G. Zhao, Y. Li, Y. Zheng, R. Z. Guo
2020 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
By accurately defining the hierarchical semantic mapping relationship between the diverse visual application requirements of different terminals and scheduling tasks, we propose a multi-level task-driven  ...  , and it can provide theoretical and methodological support for the visualization and scheduling of spatio-temporal big data.  ...  model ( Model ), human-computer interaction ( Interaction ) and rendering ( Render ) included in the visualization, the multi-modal spatio-temporal data visualization task can be denoted as: = , , ,  ... 
doi:10.5194/isprs-archives-xliii-b4-2020-477-2020 fatcat:pv7tz6frdnht7kvvwumnfonfpu

Variability and Evolution in Systems of Systems

Goetz Botterweck
2013 Electronic Proceedings in Theoretical Computer Science  
Hence, we argue that an exchange of concepts between the disciplines would be beneficial.  ...  Acknowledgements This work is partially supported by Science Foundation Ireland under grant no. 03/CE2/I303 1 to Lero -The Irish Software Engineering Research Centre, http://www.lero.ie.  ...  In our work, we have taken formal semantics of feature models [CW07] and designed an interactive tool, S2T2 Configurator, which integrates a formal reasoning engine and a visual interface [BJS09, BSP09  ... 
doi:10.4204/eptcs.133.2 fatcat:chzat3mcrbg6tblvwbvz3jwyzu

MODELLING LANGUAGE – VISION INTERACTIONS IN THE HUB AND SPOKE FRAMEWORK

A. C. SMITH, P. MONAGHAN, F. HUETTIG
2013 Computational Models of Cognitive Processes  
We present a Hub and Spoke model of language-vision information interaction and report the model"s ability to replicate a range of phonological, visual and semantic similarity word-level effects reported  ...  This paper examines the value of the Hub & Spoke framework (Plaut, 2002; Rogers et al., 2004; Dilkina et al., 2008; 2010 ) as a tool for exploring multimodal interaction in cognition.  ...  All items were controlled for semantic and visual similarity.  ... 
doi:10.1142/9789814458849_0001 fatcat:d72e5drng5fffh2nn6f65plv3q

Visual Text Analytics using Semantic Networks and Interactive 3D Visualization [article]

Philipp Drieger
2012 Eurographics Conference on Visualization  
Semantic networks act as an intermediary structure for data modeling and interactive visualization to support the visual analytics process.  ...  As semantics reveal from word relations, we propose an integrated visual text analytics approach that utilizes semantic networks in an interactive 3D workspace for exploration and analysis.  ...  Acknowledgements: We would like to thank Andreas Harrer for all helpful discussions and our cooperation partners from Tourismuszukunft for field-testing and feedback.  ... 
doi:10.2312/pe/eurovast/eurova12/043-047 dblp:conf/vissym/Drieger12 fatcat:h3mvq4oqbzbg5do24euc2l7yty
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