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Paper Citation Record · LEDGER

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows

As of 8 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2605.25489.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.25489 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T21:53:22.126567Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T04:25:35.402562Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-01T11:35:42.136916Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

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No source-named external measurement is stored.

Outbound references

Observation d81dae32-a264-47e9-a74b-6764bb40d033 · outbound

This paper cites Design study method- ology: Reflections from the trenches and the stacks,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Design study method- ology: Reflections from the trenches and the stacks,

Reference 1

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Observation c865562c-f7a0-4a23-b809-727784171042 · outbound

This paper cites The value of visualization,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows The value of visualization,

Reference 2

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Observation 64f284f8-17b8-4714-88cf-be9e2d485a37 · outbound

This paper cites Viewing visual analytics as model building,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Viewing visual analytics as model building,

Reference 3

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Observation 0c1e3fe1-4f5a-45e9-affe-41a7dfd649aa · outbound

This paper cites Knowledge generation model for visual analytics,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Knowledge generation model for visual analytics,

Reference 4

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Observation 316e4a3b-040c-4302-9b3a-ccf404f7fb8f · outbound

This paper cites Systemization of knowledge (sok): Visualization insight – two decades of research, practice, and future directions,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Systemization of knowledge (sok): Visualization insight – two decades of research, practice, and future directions,

Reference 5

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Observation b951e60b-19f5-4ca6-8fc2-9041a32b71a4 · outbound

This paper cites The nested blocks and guidelines model,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows The nested blocks and guidelines model,

Reference 6

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Observation f3f32221-5b09-4cc3-b95c-1427437c6a2e · outbound

This paper cites Design activity framework for visualization design,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Design activity framework for visualization design,

Reference 7

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Observation ece2bb1e-4b68-428a-a9de-789c8d839fc1 · outbound

This paper cites An ontological framework for sup- porting the design and evaluation of visual analytics systems,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows An ontological framework for sup- porting the design and evaluation of visual analytics systems,

Reference 8

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Observation 470d9711-ba09-4271-90f9-b9b63dad4313 · outbound

This paper cites From re- quirement to solution: Unveiling problem-driven design patterns in visual analytics,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows From re- quirement to solution: Unveiling problem-driven design patterns in visual analytics,

Reference 9

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Observation b69cf814-c28b-47be-96df-3fa353ef0a9d · outbound

This paper cites Methods included: standardizing computational reuse and portability with the common workflow language,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Methods included: standardizing computational reuse and portability with the common workflow language,

Reference 10

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Observation 47edf772-018c-4343-b49f-15dd08dbce97 · outbound

This paper cites [Online].

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows [Online]

Reference 11

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Observation 5c025a58-1903-4db4-aed0-8be3974b6b05 · outbound

This paper cites VisTrails: visualization meets data management,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows VisTrails: visualization meets data management,

Reference 12

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Observation fbfe88e1-ac45-460f-8bba-f38c3888efca · outbound

This paper cites Scientific workflow management and the kepler system,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Scientific workflow management and the kepler system,

Reference 13

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Observation 137933e3-1fbc-4ce0-a630-f029004728a4 · outbound

This paper cites KNIME – the Konstanz infor- mation miner: version 2.0 and beyond,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows KNIME – the Konstanz infor- mation miner: version 2.0 and beyond,

Reference 14

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Observation 8e44a721-b703-48ef-9a1a-e96ad26e047e · outbound

This paper cites Vis4ml: An ontology for visual analytics assisted machine learning,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Vis4ml: An ontology for visual analytics assisted machine learning,

Reference 15

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Observation 70f415aa-063d-475b-9cff-32abc2d5b7cc · outbound

This paper cites Information-theoretic cost–benefit analysis of hybrid decision workflows in finance,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Information-theoretic cost–benefit analysis of hybrid decision workflows in finance,

Reference 16

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Observation 0d17945e-cec7-48db-a57a-4329f4dd7eaf · outbound

This paper cites A nested model for visualization design and vali- dation,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows A nested model for visualization design and vali- dation,

Reference 17

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Observation 845c0f40-7b5c-4e87-bbf6-47030b49cc5a · outbound

This paper cites PROV-DM: The PROV data model,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows PROV-DM: The PROV data model,

Reference 18

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Observation 354e3fb5-8fa5-43f3-a7e2-75270d79132e · outbound

This paper cites Provenance and scientific workflows: challenges and opportunities,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Provenance and scientific workflows: challenges and opportunities,

Reference 19

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Observation 903d65a2-219c-492d-877e-68dd0d430513 · outbound

This paper cites What may visualization processes op- timize?.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows What may visualization processes op- timize?

Reference 20

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Observation 03721760-e033-4e6b-b7f8-bd7248b43a4f · outbound

This paper cites Cluster and calendar based visualization of time series data,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Cluster and calendar based visualization of time series data,

Reference 21

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Observation 5975c5e8-eac5-49fe-a866-151a67526fdc · outbound

This paper cites Reducing snapshots to points: A visual analytics approach to dynamic net- work exploration,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Reducing snapshots to points: A visual analytics approach to dynamic net- work exploration,

Reference 22

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Observation 434e6bb5-a429-4141-8f0b-ae8f65d44bb9 · outbound

This paper cites Mobilitygraphs: Visual analysis of mass mobility dynamics via spatio-temporal graphs and clus- tering,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Mobilitygraphs: Visual analysis of mass mobility dynamics via spatio-temporal graphs and clus- tering,

Reference 23

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Observation 372ee999-9e78-4f5b-8220-b35f4ded92c7 · outbound

This paper cites From movement tracks through events to places: Extracting and characterizing significant places from mobility data,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows From movement tracks through events to places: Extracting and characterizing significant places from mobility data,

Reference 24

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Observation 1b8bb23f-0fba-470f-9a5c-d36b531fab10 · outbound

This paper cites Visually-driven analysis of movement data by progressive clustering,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Visually-driven analysis of movement data by progressive clustering,

Reference 25

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Observation 1707c2e5-2f8c-4415-b090-b9caef6eb285 · outbound

This paper cites Episodes and topics in multivariate temporal data,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Episodes and topics in multivariate temporal data,

Reference 26

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Observation 06f73298-4c5c-42d0-87ae-a7a8c2390fc0 · outbound

This paper cites Temporal event sequence simplification,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Temporal event sequence simplification,

Reference 27

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Observation 6ed9f0a1-0fb0-47f5-be8a-cc3a238240c8 · outbound

This paper cites Eventaction: Visual analytics for temporal event sequence recommendation,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Eventaction: Visual analytics for temporal event sequence recommendation,

Reference 28

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Observation 1998488a-518d-49ab-9b77-51d76704fa0e · outbound

This paper cites UTOPIAN: User-driven topic modeling based on interactive nonnegative matrix factor- ization,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows UTOPIAN: User-driven topic modeling based on interactive nonnegative matrix factor- ization,

Reference 29

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Observation 82b056df-1a0b-4e56-966f-ca48aa6ee7cf · outbound

This paper cites A partition-based framework for building and validating regression models,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows A partition-based framework for building and validating regression models,

Reference 30

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Observation 040448a9-1f61-4814-b32e-c1acf07f7fb6 · outbound

This paper cites A visual analytics framework for spatio-temporal analysis and modelling,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows A visual analytics framework for spatio-temporal analysis and modelling,

Reference 31

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Observation f13648db-8642-48cc-a252-749a79f6d95e · outbound

This paper cites Human-in-the-loop: Visual analytics for building models recognizing behavioral patterns in time series,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Human-in-the-loop: Visual analytics for building models recognizing behavioral patterns in time series,

Reference 32

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Observation 0c694eb7-cfd3-474c-b787-13de4e67d68c · outbound

This paper cites A user-based visual analytics workflow for ex- ploratory model analysis,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows A user-based visual analytics workflow for ex- ploratory model analysis,

Reference 33

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Observation 44ce4d78-82f2-4758-9d99-07457b52e835 · outbound

This paper cites A workflow for visual diagnostics of binary classifiers using instance-level explanations,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows A workflow for visual diagnostics of binary classifiers using instance-level explanations,

Reference 34

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Observation 0b334c16-e36d-444c-b4a3-eb27cf7cf89f · outbound

This paper cites Rfx: A design study for the interactive exploration of a random forest to enhance testing procedures for electrical engines,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Rfx: A design study for the interactive exploration of a random forest to enhance testing procedures for electrical engines,

Reference 35

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Observation 016a2e3b-e3ce-45fd-ab85-bd3d4f9c02b5 · outbound

This paper cites Visualiz- ing dataflow graphs of deep learning models in TensorFlow,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Visualiz- ing dataflow graphs of deep learning models in TensorFlow,

Reference 36

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Observation 3902451a-cb8f-4760-8eae-f14e49b8fcd4 · outbound

This paper cites The what-if tool: Interactive probing of machine learning models,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows The what-if tool: Interactive probing of machine learning models,

Reference 37

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Observation a7c22796-2914-4ecd-9548-d1a0b5aff2b6 · outbound

This paper cites Visual analytics: Definition, process, and chal- lenges,.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Visual analytics: Definition, process, and chal- lenges,

Reference 38

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Observation 8a87588b-d536-457c-9f80-9ba4a177db89 · outbound

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ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 39

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Observation 3a08cbc5-63c8-4d64-b331-613c00225468 · outbound

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ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 40

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Observation 771309e4-845f-43b4-9096-5ac3fa2543d5 · outbound

This paper cites an unresolved cited work.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 41

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Observation 9f2bbb68-3382-46b4-8fb7-33722261721f · outbound

This paper cites Identify and analyze recurring daily patterns in time series data through interactive clustering and calendar-based visualization; detect standard patterns and exceptional days.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Identify and analyze recurring daily patterns in time series data through interactive clustering and calendar-based visualization; detect standard patterns and exceptional days

Reference 42

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Observation 8c33836e-c483-4b70-b039-78202327d518 · outbound

This paper cites Thedistribution explorationloop in [26] investigates how patterns distribute across contextual dimensions.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Thedistribution explorationloop in [26] investigates how patterns distribute across contextual dimensions

Reference 43

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Reference 44

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Observation 0ec0ba35-eda4-423c-84c6-b4d4f7051189 · outbound

This paper cites an unresolved cited work.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 45

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Observation 59075915-6e58-4710-99db-fc80d0c6f84a · outbound

This paper cites an unresolved cited work.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 46

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Observation 15baf443-81f7-4696-9906-165d13cf4923 · outbound

This paper cites an unresolved cited work.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 47

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Observation 67b5f9b0-ec60-43ef-a577-39458f649ed2 · outbound

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ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 48

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Observation 00dab690-5915-4f8b-8d18-0a3df330d433 · outbound

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ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows iterative refinement

Reference 49

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Observation c1d8bc63-cf11-41e6-8318-c856c3f9b505 · outbound

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Reference 50

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Observation ecfd5430-2627-4a54-ba20-caf2435ac718 · outbound

This paper cites an unresolved cited work.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 51

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Observation 349471ea-758a-4809-b485-87020a9e3175 · outbound

This paper cites iterate until topic set is stable.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows iterate until topic set is stable

Reference 52

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Observation a3cddc63-ead0-429b-9ca1-5725af614f20 · outbound

This paper cites regular weekday.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows regular weekday

Reference 53

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Observation c164feaf-95f7-4da7-885e-034f5c6b8fb4 · outbound

This paper cites an unresolved cited work.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 54

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Observation 799b9ea1-ce16-490d-b1b8-b9e8a191a34a · outbound

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ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows Unresolved cited work

Reference 55

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Observation 2930d2e8-b32d-4e09-b930-f3e6d44475a8 · outbound

This paper cites IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, VOL.

ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, VOL

Reference 56

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Pith citing papers

Observation d5240ad5-690e-4d0d-b050-a3844d676ae3 · inbound

From Idea to Prototype in an Afternoon: Scaffolded, AI-Assisted Rapid VA Prototyping cites this paper.

From Idea to Prototype in an Afternoon: Scaffolded, AI-Assisted Rapid VA Prototyping ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows

Reference 1

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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