VIS · Sonnet · C3 — citations

IEEE VIS author-community analysis. Citation list (design cites library workflows formalised in ATWL).

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C3 Citation list (design cites library workflows formalised in ATWL)

Papers Cited as Sources of Relevant Approaches

The following library workflows informed specific structural elements of my recommended workflow, as noted in the design rationale:

  1. van Wijk & van Selow (1999) — Cluster and calendar based visualization of time series data (cluster-calendar workflow) — model for the calibration loop with visual assessment of clustering resolution parameters.

  2. von Landesberger, Brodkorb, Roskosch, Andrienko, Andrienko & Kerren (2016) — MobilityGraphs: Visual analysis of mass mobility dynamics via spatio-temporal graphs and clustering — model for the parameter-refinement loop pattern (quality heatmap → assess → adjust) applied to the overlap-threshold calibration.

  3. Guo, Xu, Zhao, Gotz, Zha & Cao (2018) — EventThread: Visual Summarization and Stage Analysis of Event Sequence Data — model for tensor-decomposition-into-threads-with-branching/merging, adapted to community-lineage tracking across time windows (continuation/merge/split/birth/dissolution classification).

  4. Streit, Lex, Gratzl, Partl, Schmalstieg, Pfister, Park & Gehlenborg (2014) — StratomeX: Guided Visual Exploration of Genomic Stratifications in Cancer — model for the column-band arrangement visualising overlapping set memberships across adjacent groupings, adapted from patient stratifications to community memberships across time windows.

  5. Henry, Fekete & McGuffin (2007) — NodeTrix: A Hybrid Visualization of Social Networks — model for the hybrid node-link/matrix representation used to inspect dense community instances and identify actor roles (leaders, bridges).

  6. Kwon, Anand, Severson, Ghosh, Sun, Frohnert, Lundgren & Ng (2021) — DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways — model for state-persistence visualisation and role/leadership identification via matrix-based presence tracking over time.

  7. Choo, Lee, Reddy & Park (2013) — UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization — model for the interactive topic-modelling refinement loop used to derive and iteratively adjust research-focus labels.

  8. Andrienko & Andrienko (2013) — A visual analytics framework for spatio-temporal analysis and modelling (ST_analysis_modelling workflow) — model for the nested-loop structure combining iterative clustering refinement with parameter calibration.

  9. Bernard, Barth, Cuba, Meier, Peiris & Shneiderman (2025) — IVESA — Visual Analysis of Time-Stamped Event Sequences — model for the exploratory synthesis loop with implicit termination criterion ("sufficient holistic understanding"), used for the integrated interpretation phase.

  10. Bernard, Wilhelm, Krüger, May, Schreck & Kohlhammer (2013) — MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation — additional reference for exploratory loops with implicit, judgment-based termination conditions.