Add to ORKGGeneral-purpose visualization tools are used by people with varying degrees of data literacy. Often the user is not a professional analyst or data scientist and uses the tool infrequently, to support an aspect of their job. This can present difficulties as the user’s unfamiliarity with visualization practice and infrequent use of the tool can result in long processing time, inaccurate data representations or inappropriate visual encodings. To address this problem, we developed a visual analytics application called exploroBOT. The exploroBOT automatically generates visualizations and the exploration guidance path (an associated network of decision points, mapping nodes where visualizations change). These combined approaches enable users to e...
This paper describes discovery visualization, a new visual data mining approach that has as a key el...
Data exploration is a vital, but little considered, part of the scientific process; but few visualis...
In this paper, we list the goals for and the pros and cons of guidance, and we discuss the role that...
Visual data exploration enables analysts to identify trends and patterns, generate and verify hypoth...
Thesis (Ph.D.)--University of Washington, 2018Exploratory data analysis is one of the key activities...
As research becomes increasingly data-intensive, scientists are relying on visualization very early ...
Exploring large datasets and identifying meaningful information is still an active topic in many app...
Interactive visual analysis is the process of collecting insights about a dataset, while using one o...
HAL Id : hal-01153887, version 1 HAL Id : hal-01153887, version 1International audienceWe summarise ...
Exploratory data analysis is a process of sifting through data in search of interesting information ...
International audienceThe stated goal for visual data exploration is to operate at a rate that match...
The advent of the Big Data challenge has stimulated research on methods to deal with the problem of ...
As the first step upon commencing an in-depth data mining analysis, students should become intimatel...
This thesis studies exploratory search of large datasets using machine learning and human computer i...
Part 1: Long and Short PapersInternational audienceWith the increase of visualization platforms targ...
This paper describes discovery visualization, a new visual data mining approach that has as a key el...
Data exploration is a vital, but little considered, part of the scientific process; but few visualis...
In this paper, we list the goals for and the pros and cons of guidance, and we discuss the role that...
Visual data exploration enables analysts to identify trends and patterns, generate and verify hypoth...
Thesis (Ph.D.)--University of Washington, 2018Exploratory data analysis is one of the key activities...
As research becomes increasingly data-intensive, scientists are relying on visualization very early ...
Exploring large datasets and identifying meaningful information is still an active topic in many app...
Interactive visual analysis is the process of collecting insights about a dataset, while using one o...
HAL Id : hal-01153887, version 1 HAL Id : hal-01153887, version 1International audienceWe summarise ...
Exploratory data analysis is a process of sifting through data in search of interesting information ...
International audienceThe stated goal for visual data exploration is to operate at a rate that match...
The advent of the Big Data challenge has stimulated research on methods to deal with the problem of ...
As the first step upon commencing an in-depth data mining analysis, students should become intimatel...
This thesis studies exploratory search of large datasets using machine learning and human computer i...
Part 1: Long and Short PapersInternational audienceWith the increase of visualization platforms targ...
This paper describes discovery visualization, a new visual data mining approach that has as a key el...
Data exploration is a vital, but little considered, part of the scientific process; but few visualis...
In this paper, we list the goals for and the pros and cons of guidance, and we discuss the role that...