… surveys to include in our text SoS. We include surveys dedicated to text analysis and visualization
… [11] try to bridge the gap between the text mining and visualization approaches. Their …

… 2 SURVEY LANDSCAPE 2.1 Scope of the Survey In order to narrow the scope of the survey
within a controllable range, we focused on visualization-oriented natural language interfaces…

… Compared to the recent surveys and meta-analyses that mainly focus on particular aspects
… text visualization, our results provide an overview of the current state of the text visualization …

… study that included tree visualizations [97], the study did not report analytical task driven
analysis … Liu et al., “Bridging text visualization and mining: A taskdriven survey,” IEEE Trans. Vis. …

… of perception to their visualization designs through a task-optimized approach. We focus
our survey on studies that … Gleicher, “Task-driven evaluation of aggregation in time series …

… To successfully adapt ML techniques for visualizations, a structured understanding of the …
survey 88 ML4VIS studies, aiming to answer two motivating questions: “what visualization …

… bridge the needs in visualization with the capabilities of ML, we map the six processes to
main learning tasks in ML. We discuss the current practices and future opportunities of ML4VIS …

… and visualizing … the visualization community [35, 36]. Others introduce relevant systems for
supporting dissemination of curated survey results [5], visualization of lead-lag analysis of text …

… important typical area of PDVR in this study: sports data visualization. Although this type
of … As discussed in previous sections, this study aimed to capture and visualize interesting …

… and graph data, which have excelled in literature analysis tasks. In this study, we introduce
the types of … Bridging neural network models into NPL can improve the effectiveness of …