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Paper Citation Record · LEDGER

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys

As of 14 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2505.23684.

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

pith.paper-citation-record.v1
2505.23684 v4

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:45:50.868943Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

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  • unresolved21
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External citation measurements

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Outbound references

Observation 1df35feb-1e33-452b-bfa4-5f458ef05cfc · outbound

This paper cites Explainability as a non-functional requirement,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Explainability as a non-functional requirement,

Reference 1

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5dd0a231-875b-4c5d-9193-98046f757250 · outbound

This paper cites Explainability as a non-functional requirement: challenges and recommendations,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Explainability as a non-functional requirement: challenges and recommendations,

Reference 2

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Observation daa5f783-5654-45c2-a4f1-5852049cc4de · outbound

This paper cites Exploring explainability: a definition, a model, and a knowledge catalogue,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Exploring explainability: a definition, a model, and a knowledge catalogue,

Reference 3

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Observation ef4d66f8-36cf-4261-89b1-415031a48301 · outbound

This paper cites Explanations in everyday software systems: Towards a taxonomy for explainability needs,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Explanations in everyday software systems: Towards a taxonomy for explainability needs,

Reference 4

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Observation f89fd883-3896-435d-9aa4-9dab37fe5c9a · outbound

This paper cites Context, content, consent- how to design user-centered privacy explanations (s).

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Context, content, consent- how to design user-centered privacy explanations (s)

Reference 5

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Observation 6493a8c3-e580-4f84-aa0d-119a516ffacf · outbound

This paper cites Privacy explanations–a means to end-user trust,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Privacy explanations–a means to end-user trust,

Reference 6

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Observation f0d63e75-4246-4e79-a2dc-13a3654e67a2 · outbound

This paper cites Explainable security,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Explainable security,

Reference 7

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b11e4d0c-d6cb-4120-8d89-73bfd3980eb0 · outbound

This paper cites The x factor: On the relationship between user experi- ence and explainability,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys The x factor: On the relationship between user experi- ence and explainability,

Reference 8

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c3d17c07-97be-4730-b4c2-46c0642f132e · outbound

This paper cites Automating explanation need management in app reviews: A case study from the navigation app industry,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Automating explanation need management in app reviews: A case study from the navigation app industry,

Reference 9

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Observation 5d91bf73-75c6-4a74-878a-bd48a5badd04 · outbound

This paper cites Peeking inside the black-box: a survey on explainable artificial intelligence (xai),.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Peeking inside the black-box: a survey on explainable artificial intelligence (xai),

Reference 10

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Observation abf4fd1a-ccf1-4198-9c54-a0b882c37d96 · outbound

This paper cites How can we develop explainable systems? insights from a literature review and an interview study,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys How can we develop explainable systems? insights from a literature review and an interview study,

Reference 11

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Observation cf32d3b0-0920-4260-b97c-119832e9258c · outbound

This paper cites What can be concluded from user feedback? - an empirical study,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys What can be concluded from user feedback? - an empirical study,

Reference 12

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Observation 11f96599-967c-44ba-97a2-48dee1415802 · outbound

This paper cites A study on the men- tal models of users concerning existing software,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A study on the men- tal models of users concerning existing software,

Reference 13

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c840352c-5391-4d3e-acb4-d46b5163b616 · outbound

This paper cites Explanation needs in app reviews: Taxonomy and automated detection,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Explanation needs in app reviews: Taxonomy and automated detection,

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 582c2530-768b-4cd4-81d2-174d3467caaa · outbound

This paper cites Requirements elicitation: A survey of tech- niques, approaches, and tools,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Requirements elicitation: A survey of tech- niques, approaches, and tools,

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 4a604cc8-0efe-4a0c-945b-8d4412c4b3ee · outbound

This paper cites A com- parison of security requirements engineering methods,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A com- parison of security requirements engineering methods,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 9accad21-28d0-49de-aa3f-bae3b5d2875e · outbound

This paper cites Designing end-user personas for explainability requirements using mixed methods research,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Designing end-user personas for explainability requirements using mixed methods research,

Reference 17

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Observation 301a9cf4-e6e0-4077-be08-b6d753287b62 · outbound

This paper cites Modeling and evaluating per- sonas with software explainability requirements,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Modeling and evaluating per- sonas with software explainability requirements,

Reference 18

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8d5ab66c-10ca-489b-8c3b-5fe6382db3d6 · outbound

This paper cites A stressful explanation: The dual effect of explainable artificial intelligence in personal health manage- ment,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A stressful explanation: The dual effect of explainable artificial intelligence in personal health manage- ment,

Reference 19

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c34767a3-973d-4a44-a134-ea719f5048bd · outbound

This paper cites A systematic review and taxonomy of expla- nations in decision support and recommender systems,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A systematic review and taxonomy of expla- nations in decision support and recommender systems,

Reference 20

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Observation 6453cf64-bbac-4d1e-a175-3a8905aee857 · outbound

This paper cites A review of taxonomies of explainable artificial intelligence (xai) methods,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A review of taxonomies of explainable artificial intelligence (xai) methods,

Reference 21

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Observation e6fd43f4-cc63-4dc2-a4ee-9f3040df0eca · outbound

This paper cites How does users’ app knowledge influence the preferred level of detail and format of software explanations?.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys How does users’ app knowledge influence the preferred level of detail and format of software explanations?

Reference 22

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Observation 74a6c87e-9eff-4e7c-9045-0f0c2f174d3c · outbound

This paper cites Do users’ explainability needs in software change with mood?.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Do users’ explainability needs in software change with mood?

Reference 23

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Observation 7d40e640-fafe-4fcd-92d8-df125fc5cbcf · outbound

This paper cites How explainable is your system? towards a quality model for explainability,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys How explainable is your system? towards a quality model for explainability,

Reference 24

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b27dcfaa-39ec-4b68-bd7d-f6c235363faa · outbound

This paper cites Automatic generation of explainability requirements and software explanations from user reviews,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Automatic generation of explainability requirements and software explanations from user reviews,

Reference 25

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 585ab4d4-b390-4e65-b44d-afe9f185d9de · outbound

This paper cites From app features to explanation needs: Analyzing correlations and predictive potential,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys From app features to explanation needs: Analyzing correlations and predictive potential,

Reference 26

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Observation e338c563-db61-4a78-be19-b9eae6868a4b · outbound

This paper cites Exploring the means to measure explainability: Metrics, heuristics and questionnaires,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Exploring the means to measure explainability: Metrics, heuristics and questionnaires,

Reference 27

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Observation 204c8f39-ec01-435a-8130-e8e8926c1c71 · outbound

This paper cites Iden- tifying explanation needs: Towards a catalog of user-based indicators,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Iden- tifying explanation needs: Towards a catalog of user-based indicators,

Reference 28

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Observation f592342b-3e79-44dc-814c-56580f1a44d4 · outbound

This paper cites Chapter 81 experimental evidence on the existence of hypothetical bias in value elicitation methods,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Chapter 81 experimental evidence on the existence of hypothetical bias in value elicitation methods,

Reference 29

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation aff8ca48-87b8-47ce-a620-1499ba0309b1 · outbound

This paper cites On the pulse of requirements elicitation: Physiological triggers and explainability needs,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys On the pulse of requirements elicitation: Physiological triggers and explainability needs,

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 426a62e5-be5c-46c1-8870-4418d2bb50eb · outbound

This paper cites Requirements on explanations: A quality framework for explainability,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Requirements on explanations: A quality framework for explainability,

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation bf827b95-1903-4b84-b9d4-788ea33c33c4 · outbound

This paper cites Requirements elicitation tech- niques: a systematic literature review based on the maturity of the techniques,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Requirements elicitation tech- niques: a systematic literature review based on the maturity of the techniques,

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 467a21bc-cec8-4e00-94a5-d6b16a3fa67f · outbound

This paper cites Successful requirement elicita- tion by combining requirement engineering techniques,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Successful requirement elicita- tion by combining requirement engineering techniques,

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation ec3450df-0532-4755-a669-1cb9caa60a68 · outbound

This paper cites Non-functional re- quirements elicitation guideline for agile methods,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Non-functional re- quirements elicitation guideline for agile methods,

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 78c4f92b-0272-4c86-b752-6aab72ea8f1e · outbound

This paper cites A model for evaluating requirements elicitation techniques in software development projects.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A model for evaluating requirements elicitation techniques in software development projects

Reference 35

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 080c03d6-4d48-4cb3-8a99-59118b6d10aa · outbound

This paper cites The role of domain knowledge in requirements elicitation via interviews: an exploratory study,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys The role of domain knowledge in requirements elicitation via interviews: an exploratory study,

Reference 36

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ee08ec9a-0fb0-4cba-9f56-7ee28f231833 · outbound

This paper cites A practical guide to requirements elicitation techniques selection-an empirical study,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A practical guide to requirements elicitation techniques selection-an empirical study,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:45:53.454060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 6ac18ef8-fdc4-4307-a652-0f46e10ec77d · outbound

This paper cites Using combined techniques for requirements elicitation: A brazilian case study.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Using combined techniques for requirements elicitation: A brazilian case study

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:45:53.195343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 28f3854b-4efc-4350-8730-c49c608c8121 · outbound

This paper cites Combining requirements engi- neering techniques-theory and case study,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Combining requirements engi- neering techniques-theory and case study,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:45:52.916888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 0d91103c-5023-48c4-9377-7423e1838b09 · outbound

This paper cites An iterative approach for global requirements elicitation: A case study analysis,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys An iterative approach for global requirements elicitation: A case study analysis,

Reference 40

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 9ee017af-b8e5-4a55-a52c-23969e6b92f5 · outbound

This paper cites A Methodology for the Selection of Requirement Elicitation Techniques.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A Methodology for the Selection of Requirement Elicitation Techniques

Reference 41

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 3315213b-8fd3-4732-bc56-3fdd24cec143 · outbound

This paper cites an unresolved cited work.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:45:52.478531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 4b103813-eaec-401e-bf17-de1270231e20 · outbound

This paper cites Customer-driven software product devel- opment software products for the social media world–a case study,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Customer-driven software product devel- opment software products for the social media world–a case study,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:45:52.262003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T12:45:50.228241Z digest=sha256:a5e27a457bb63f1582c57f386b574b25e69dff8dd9b4378efbba294e5345e2f5

Observation 013e71c3-661a-43f5-905c-4ab4bd818c27 · outbound

This paper cites Cognitive profiles in understanding and prioritizing requirements: a case study,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Cognitive profiles in understanding and prioritizing requirements: a case study,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:45:52.057852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T12:45:50.347627Z digest=sha256:6310bc944e3995b48bbf5e3a76f75ec088805992f3701574766fd9d7fb0ace2b

Observation f1544e3a-ba7b-4ba4-8656-96641b87b287 · outbound

This paper cites Using flow to improve com- munication of requirements in globally distributed software projects,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Using flow to improve com- munication of requirements in globally distributed software projects,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:45:51.831695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation f00663a9-7c3e-46e2-9246-4d63f369c752 · outbound

This paper cites Wohlin, P.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Wohlin, P

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T12:45:50.620404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:45:50.620404Z digest=sha256:5704ac256f4e0b03ff91623d83173f0df9d67caaffc3caa96b46249823892961

Observation b36dd9f5-1920-4454-88dc-47102a7b418b · outbound

This paper cites Framing what can be explained – an operational taxonomy for explainability needs,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Framing what can be explained – an operational taxonomy for explainability needs,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T12:45:50.726451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:45:50.726451Z digest=sha256:ad111d35fecec5c7c390e05fe38ffeb2f6b8866424a1828c816763770cb49452

Observation 21e4fa9f-59fe-4732-9045-697f30a8e8e6 · outbound

This paper cites Dataset: How to elicit explainability requirements? a comparison of interviews, focus groups, and surveys,.

How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Dataset: How to elicit explainability requirements? a comparison of interviews, focus groups, and surveys,

Reference 48

Resolution
verified exact
doi, observed 2026-08-07T12:45:51.201900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Pith citing papers

No inbound Pith citation observations are available.