Interactive recommender systems: A survey of the state of the art and future research challenges and opportunities
Recommender systems have been researched extensively over the past decades. Whereas
several algorithms have been developed and deployed in various application domains …
several algorithms have been developed and deployed in various application domains …
Hierarchical aggregation for information visualization: Overview, techniques, and design guidelines
N Elmqvist, JD Fekete - IEEE transactions on visualization and …, 2009 - ieeexplore.ieee.org
We present a model for building, visualizing, and interacting with multiscale representations
of information visualization techniques using hierarchical aggregation. The motivation for …
of information visualization techniques using hierarchical aggregation. The motivation for …
Visualizing high-dimensional data: Advances in the past decade
Massive simulations and arrays of sensing devices, in combination with increasing
computing resources, have generated large, complex, high-dimensional datasets used to …
computing resources, have generated large, complex, high-dimensional datasets used to …
Visual comparison for information visualization
Data analysis often involves the comparison of complex objects. With the ever increasing
amounts and complexity of data, the demand for systems to help with these comparisons is …
amounts and complexity of data, the demand for systems to help with these comparisons is …
Rolling the dice: Multidimensional visual exploration using scatterplot matrix navigation
N Elmqvist, P Dragicevic… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
Scatterplots remain one of the most popular and widely-used visual representations for
multidimensional data due to their simplicity, familiarity and visual clarity, even if they lack …
multidimensional data due to their simplicity, familiarity and visual clarity, even if they lack …
A survey of radial methods for information visualization
Radial visualization, or the practice of displaying data in a circular or elliptical pattern, is an
increasingly common technique in information visualization research. In spite of its …
increasingly common technique in information visualization research. In spite of its …
Effortless data exploration with zenvisage: an expressive and interactive visual analytics system
Data visualization is by far the most commonly used mechanism to explore data, especially
by novice data analysts and data scientists. And yet, current visual analytics tools are rather …
by novice data analysts and data scientists. And yet, current visual analytics tools are rather …
Multivariate network exploration and presentation: From detail to overview via selections and aggregations
S Van den Elzen, JJ Van Wijk - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Network data is ubiquitous; e-mail traffic between persons, telecommunication, transport and
financial networks are some examples. Often these networks are large and multivariate …
financial networks are some examples. Often these networks are large and multivariate …
Scatterblogs2: Real-time monitoring of microblog messages through user-guided filtering
The number of microblog posts published daily has reached a level that hampers the
effective retrieval of relevant messages, and the amount of information conveyed through …
effective retrieval of relevant messages, and the amount of information conveyed through …
Graphdice: A system for exploring multivariate social networks
Social networks collected by historians or sociologists typically have a large number of
actors and edge attributes. Applying social network analysis (SNA) algorithms to these …
actors and edge attributes. Applying social network analysis (SNA) algorithms to these …