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Ambient intelligence for scientific discovery

Yang Cai, Judith Klein-Seetharaman
2004 Extended abstracts of the 2004 conference on Human factors and computing systems - CHI '04  
OBJECTIVES Human-Computer Interaction in scientific discovery has been gaining a momentum since the last decade due to its potential payoffs in applications, such as drug discovery, nano-materials or telecommunication  ...  Such insightful solutions can often be found in an interactive and visual problem solving environment, as demonstrated for example by the fact that despite the modern numerical computing technologies,  ...  Recently, novel scientific discovery interfaces have being explored, for example the storytelling system [4] and a biological game [1] for fertilizing multidisciplinary biomedical problem solving,  ... 
doi:10.1145/985921.986192 dblp:conf/chi/CaiK04 fatcat:sr22tau4czal3pjffpgwzgrfqe

Geobrowsing: Creative Thinking and Knowledge Discovery Using Geographic Visualization

Donna J. Peuquet, Menno-Jan Kraak
2002 Information Visualization  
Based upon the cognitive literature, specific properties of a visual image that promote discovery and insight are discussed.  ...  A central issue is how to design visualization capabilities that, as a process, facilitate creative thinking for discovering previously new information from large databases.  ...  While empirical testing of geovisualization and what the authors have termed 'geobrowsing' remains at an early stage, research into effective testing tools for geovisualization and 'geobrowsing' continues  ... 
doi:10.1057/palgrave.ivs.9500007 fatcat:jphbqf5aj5b5jjdlrx7r7qftgy

Geobrowsing: creative thinking and knowledge discovery using geographic visualization

Donna J Peuquet, Menno-Jan Kraak
2002 Information Visualization  
Based upon the cognitive literature, specific properties of a visual image that promote discovery and insight are discussed.  ...  A central issue is how to design visualization capabilities that, as a process, facilitate creative thinking for discovering previously new information from large databases.  ...  While empirical testing of geovisualization and what the authors have termed 'geobrowsing' remains at an early stage, research into effective testing tools for geovisualization and 'geobrowsing' continues  ... 
doi:10.1057/palgrave/ivs/9500007 fatcat:givp23ntgvbxrcvck5v43jkzfu

Cross-media cloud computing

Zhongzhi Shi, Guang Jiang, Bo Zhang, Jinpeng Yue, Xiaofei Zhao
2012 2012 IEEE 2nd International Conference on Cloud Computing and Intelligence Systems  
This article presents 5 issues and briefly summarizes the research progress of cross-media knowledge discovery.  ...  In cognitive modeling, a new model entitled CAM is proposed which is suitable for cross-media semantic understanding. Moreover, a Cross-Media Intelligent Retrieval System (CMIRS) will be illustrated.  ...  Manmatha modeled image annotation as a "machine translation" from "visual words" to "label words" using Maximum Entropy (ME) [3] .  ... 
doi:10.1109/ccis.2012.6664429 dblp:conf/ccis/ShiJZYZ12 fatcat:wefyscguf5bmjj2uzjafdjc2ty

Software Infrastructure for exploratory visualization and data analysis: past, present, and future

C T Silva, J Freire
2008 Journal of Physics, Conference Series  
We envision visualization software tools evolving into "scientific discovery" environments that support the creative tasks in the discovery pipeline, from data acquisition and simulation to hypothesis  ...  An important barrier to a wider adoption of visualization is complexity: the design of effective visualizations is a complex, multistage process that requires deep understanding of existing techniques,  ...  Acknowledgments We thank our students and collaborators for contributing to this work, and the anonymous reviewers for comments that helped us to improve our manuscript.  ... 
doi:10.1088/1742-6596/125/1/012100 fatcat:pawanqwi4bhz3mhp43fw4gqcsi

HistoGraph -- A Visualization Tool for Collaborative Analysis of Networks from Historical Social Multimedia Collections

Jasminko Novak, Isabel Micheel, Mark Melenhorst, Lars Wieneke, Marten During, Javier Garcia Moron, Chiara Pasini, Marco Tagliasacchi, Piero Fraternali
2014 2014 18th International Conference on Information Visualisation  
This paper describes the design and development of histoGraph, an interactive tool for explorative visualization and collaborative investigation of historical social networks from multimedia collections  ...  A special focus is on the identification and interactive visualization of social relations from historical photo collections through a combination of automatic analysis and expert-based crowdsourcing.  ...  Though a large body of work on underlying computational and visual techniques exists in the areas of multimedia information retrieval, knowledge discovery, visualization and HCI, its transposition to digital  ... 
doi:10.1109/iv.2014.47 dblp:conf/iv/NovakMMWDMPTF14 fatcat:vwmufhcjurhrzifp56brg3gwxq

Visual analytics for complex concepts using a human cognition model

Tera Marie Green, William Ribarsky, Brian Fisher
2008 2008 IEEE Symposium on Visual Analytics Science and Technology  
Based on this cognition model, we present design guidelines for the development of visual interfaces designed to maximize the complementary cognitive strengths of both human and computer.  ...  In this paper, we endeavor to push visualization design a step beyond current user models by discussing a modeling framework of human "higher cognition."  ...  ACKNOWLEDGEMENTS This work was performed with support from the National Visualization and Analytics Center (NVAC TM ), a U.S.  ... 
doi:10.1109/vast.2008.4677361 dblp:conf/ieeevast/GreenRF08 fatcat:a4sdsycabnccnfuxxbvjqzavbq

Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions [article]

Boris Kovalerchuk, Răzvan Andonie, Nuno Datia, Kawa Nazemi, Ebad Banissi
2022 arXiv   pre-print
This volume is devoted to the emerging field of Integrated Visual Knowledge Discovery that combines advances in Artificial Intelligence/Machine Learning (AI/ML) and Visualization/Visual Analytics.  ...  In this chapter we aim to present challenges and future directions within the field of Visual Analytics, Visual Knowledge Discovery and AI/ML, and to discuss the role of visualization in visual AI/ML.  ...  From AI/ML and systems perspective, the types of interactions with humans are defined by the human's need as a source of data, information, and knowledge for such systems.  ... 
arXiv:2205.01296v2 fatcat:s3ygky7tcrg2jaj4ihccyg2lzy

MDM/KDD

Osmar R. Zaïane, Simeon J. Simoff
2002 SIGKDD Explorations  
This is brief report summarizes the presentations, conclusions and directions for future work that were discussed during the second edition of the International Workshop on Multimedia Data Mining.  ...  Acknowledgements We are thankful to the members of the KDD workshop committee for providing the opportunity to stage this event.  ...  Special thanks go to the workshop program committee for promptly providing the organizers with high quality paper reviews.  ... 
doi:10.1145/507515.507524 fatcat:lhbmmnnscrhwjplewnhniee2tu

Validating and Developing the User Engagement Scale in Web-based Visual Information Searching

Qiong Xu
2020 International Journal of Technology, Knowledge and Society  
James Leeper (University of Alabama) and anonymous reviewers for advising with analyses, comments, and proofreading the manuscript.  ...  Introduction he past decade has seen a growing interest in extending the interactive information retrieval (IIR) research from a simply system-centered approach to explore user-centered user-system interaction  ...  Stressing much on making sense of visual contents, the participants showed a deep dependence on visual aids for understanding.  ... 
doi:10.18848/1832-3669/cgp/v16i03/21-45 fatcat:o7if7h5vlfcs3ogtegkejodgke

Research Challenges for Data Mining in Science and Engineering [chapter]

Jiawei Han, Jing Gao
2008 Chapman & Hall/CRC Data Mining and Knowledge Discovery Series  
In this paper, we discuss the research challenges in science and engineering, from the data mining perspective, with a focus on the following issues: (1) information network analysis, (2) discovery, usage  ...  domain knowledge.  ...  , research literature analysis systems, computer-aided design and instruction, and office automation systems.  ... 
doi:10.1201/9781420085877.pt1 fatcat:ljs2uybdofgkxfpouawfekdaz4

Building and Applying a Human Cognition Model for Visual Analytics

Tera Marie Green, William Ribarsky, Brian Fisher
2009 Information Visualization  
In this paper, we seek to advance visualization methods by proposing a framework for human "higher cognition" that extends more familiar perceptual models.  ...  Based on this approach, we suggest guidelines for the development of visual interfaces that better integrate complementary capabilities of humans and computers.  ...  ACKNOWLEDGEMENTS This work was performed with support from the National Visualization and Analytics Center (NVACTM), a U.S.  ... 
doi:10.1057/ivs.2008.28 fatcat:btrlvcwxajbqnfl4y3uy3haaty

Visual Analytics in Digital Pathology: Challenges and Opportunities

Alberto Corvò, Michel A. Westenberg, Reinhold Wimberger-Friedl, Stephan Fromme, Michel M. R. Peeters, Marc A. Van Driel, Jarke J. Van Wijk
2019 Eurographics Workshop on Visual Computing for Biomedicine  
In this context, Visual Analytics (VA) - as the discipline that aids users to solve complex problems with an interactive and visual approach - can play a vital role to support the cognitive skills of pathologists  ...  From our findings, we discuss how VA can leverage quantitative image data to empower pathologists with new advanced digital pathology systems.  ...  The Figures of the WSIs that appear in this work were obtained from the The Cancer Imaging Archive (TCIA) [CVS * 13].  ... 
doi:10.2312/vcbm.20191240 dblp:conf/vcbm/CorvoWWFPDW19 fatcat:r7jgajj6ovdvbmpq75pyodeyi4

Visualizingpentimenti: revealing the hidden history of paintings

A. A. Gooch, J. Tumblin
2007 Journal of Mathematics and the Arts  
We present a robust user-guided method to suppress clutter, find visually significant differences between X-ray images and color photographs, and visualize them together.  ...  These tools allow domain experts as well as museum visitors to explore the artist's creative decisions that led to a masterpiece.  ...  Acknowlegments We thank colleagues at the Art Institute of Chicago for all of their help and careful work: Paintings Con-  ... 
doi:10.1080/17513470701508946 fatcat:lk2qtcbpmbctrgtwniule6ni5i

Visual Analysis of Social Media Data

Tobias Schreck, Daniel Keim
2013 Computer  
Florian Mansmann. and Enrico Bertini for their valuable collaborations. We also thank Daniela Oelke. Christian Rohrdantz. and Andreas Karsten for many fruitful discussions.  ...  visual analyslsiof, large, complex data Integrate computational knowledge discovery with interactive visualization.  ...  Tobias Schrecl< and Daniel Keirn University of Konstanz, Germany The application of visual analytics, which combines the advantages of computational knowledge discovery and interactive visualization,  ... 
doi:10.1109/mc.2012.430 fatcat:oxvie2ojffb7xpvuxsmfnyzlgm
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