Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:45:50.868943Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:45:50.868943Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1df35feb-1e33-452b-bfa4-5f458ef05cfc · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Explainability as a non-functional requirement,
Reference 1
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.
Observation 5dd0a231-875b-4c5d-9193-98046f757250 · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Explainability as a non-functional requirement: challenges and recommendations,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daa5f783-5654-45c2-a4f1-5852049cc4de · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef4d66f8-36cf-4261-89b1-415031a48301 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f89fd883-3896-435d-9aa4-9dab37fe5c9a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6493a8c3-e580-4f84-aa0d-119a516ffacf · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Privacy explanations–a means to end-user trust,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0d63e75-4246-4e79-a2dc-13a3654e67a2 · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Explainable security,
Reference 7
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.
Observation b11e4d0c-d6cb-4120-8d89-73bfd3980eb0 · outbound
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
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.
Observation c3d17c07-97be-4730-b4c2-46c0642f132e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d91bf73-75c6-4a74-878a-bd48a5badd04 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abf4fd1a-ccf1-4198-9c54-a0b882c37d96 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf32d3b0-0920-4260-b97c-119832e9258c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11f96599-967c-44ba-97a2-48dee1415802 · outbound
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
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.
Observation c840352c-5391-4d3e-acb4-d46b5163b616 · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Explanation needs in app reviews: Taxonomy and automated detection,
Reference 14
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.
Observation 582c2530-768b-4cd4-81d2-174d3467caaa · outbound
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
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.
Observation 4a604cc8-0efe-4a0c-945b-8d4412c4b3ee · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A com- parison of security requirements engineering methods,
Reference 16
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.
Observation 9accad21-28d0-49de-aa3f-bae3b5d2875e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 301a9cf4-e6e0-4077-be08-b6d753287b62 · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Modeling and evaluating per- sonas with software explainability requirements,
Reference 18
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.
Observation 8d5ab66c-10ca-489b-8c3b-5fe6382db3d6 · outbound
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
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.
Observation c34767a3-973d-4a44-a134-ea719f5048bd · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6453cf64-bbac-4d1e-a175-3a8905aee857 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6fd43f4-cc63-4dc2-a4ee-9f3040df0eca · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74a6c87e-9eff-4e7c-9045-0f0c2f174d3c · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Do users’ explainability needs in software change with mood?
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d40e640-fafe-4fcd-92d8-df125fc5cbcf · outbound
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
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.
Observation b27dcfaa-39ec-4b68-bd7d-f6c235363faa · outbound
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
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.
Observation 585ab4d4-b390-4e65-b44d-afe9f185d9de · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e338c563-db61-4a78-be19-b9eae6868a4b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 204c8f39-ec01-435a-8130-e8e8926c1c71 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f592342b-3e79-44dc-814c-56580f1a44d4 · outbound
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
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.
Observation aff8ca48-87b8-47ce-a620-1499ba0309b1 · outbound
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
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.
Observation 426a62e5-be5c-46c1-8870-4418d2bb50eb · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Requirements on explanations: A quality framework for explainability,
Reference 31
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.
Observation bf827b95-1903-4b84-b9d4-788ea33c33c4 · outbound
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
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.
Observation 467a21bc-cec8-4e00-94a5-d6b16a3fa67f · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Successful requirement elicita- tion by combining requirement engineering techniques,
Reference 33
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.
Observation ec3450df-0532-4755-a669-1cb9caa60a68 · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Non-functional re- quirements elicitation guideline for agile methods,
Reference 34
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.
Observation 78c4f92b-0272-4c86-b752-6aab72ea8f1e · outbound
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
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.
Observation 080c03d6-4d48-4cb3-8a99-59118b6d10aa · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee08ec9a-0fb0-4cba-9f56-7ee28f231833 · outbound
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
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.
Observation 6ac18ef8-fdc4-4307-a652-0f46e10ec77d · outbound
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
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.
Observation 28f3854b-4efc-4350-8730-c49c608c8121 · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Combining requirements engi- neering techniques-theory and case study,
Reference 39
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.
Observation 0d91103c-5023-48c4-9377-7423e1838b09 · outbound
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
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.
Observation 9ee017af-b8e5-4a55-a52c-23969e6b92f5 · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys A Methodology for the Selection of Requirement Elicitation Techniques
Reference 41
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.
Observation 3315213b-8fd3-4732-bc56-3fdd24cec143 · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Unresolved cited work
Reference 42
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.
Observation 4b103813-eaec-401e-bf17-de1270231e20 · outbound
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
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.
Observation 013e71c3-661a-43f5-905c-4ab4bd818c27 · outbound
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
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.
Observation f1544e3a-ba7b-4ba4-8656-96641b87b287 · outbound
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
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.
Observation f00663a9-7c3e-46e2-9246-4d63f369c752 · outbound
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys Wohlin, P
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b36dd9f5-1920-4454-88dc-47102a7b418b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21e4fa9f-59fe-4732-9045-697f30a8e8e6 · outbound
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
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.
No inbound Pith citation observations are available.