Qualitative Feedback

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)

Qualitative Feedback has 30 facts recorded in Dontopedia across 8 references, with 7 live disagreements.

30 facts·12 predicates·8 sources·7 in dispute

Mostly:rdf:type(7), complements(3), targets aspects(3)

Inbound mentions (10)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`provides`Provides(3)

Manual Inspectionex:manual-inspection
Manual Inspectionex:manual-inspection
Stakeholdersex:stakeholders

`includes`Includes(2)

Readability Assessmentex:readability-assessment
User Feedbackex:user-feedback

`gathers`Gathers(1)

Collect Qualitative Feedbackex:collect-qualitative-feedback

`hasComponent`Has Component(1)

Readability Comparison Studyex:readability-comparison-study

`hasMember`Has Member(1)

Feedback Typesex:feedback-types

`hasType`Has Type(1)

Open Ended Questionsex:open-ended-questions

`seeksFeedbackType`Seeks Feedback Type(1)

Step Qualitative Inspectionex:step-qualitative-inspection

Other facts (26)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

26 facts

Predicate	Value	Ref
Rdf:type	Feedback Type	[1]
Rdf:type	Feedback Type	[2]
Rdf:type	Data Collection Method	[3]
Rdf:type	Assessment Component	[4]
Rdf:type	Feedback Type	[5]
Rdf:type	Feedback Type	[6]
Rdf:type	Feedback Type	[8]
Complements	Quantitative Metrics	[2]
Complements	quantitative-readability-measures	[3]
Complements	Quantitative Metrics	[8]
Targets Aspects	ease-of-navigation	[3]
Targets Aspects	visual-appeal	[3]
Targets Aspects	overall-comprehension	[3]
Obtained Via	manual-inspection	[6]
Obtained Via	Manual Inspection	[7]
Obtained Via	Evaluation Metrics	[7]
Used for	understand-impact	[1]
Used for	Different Solutions	[1]
Gathered Via	Survey	[3]
Gathered Via	Interview	[3]
Contrasts With	Quantitative Metrics	[2]
Aims to Collect	detailed-insights	[3]
Collects From	Participants	[4]
Uses Measurement Tool	Likert Scale	[4]
Part of	Readability Comparison Study	[4]
Produces Output	Participant Responses	[4]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

30 undated

—

typebeam/abd1ea1d-d5e0-44f1-9ad7-cf1e19af7ca7

ex:FeedbackType

—

labelbeam/abd1ea1d-d5e0-44f1-9ad7-cf1e19af7ca7

Qualitative Feedback

—

usedForbeam/abd1ea1d-d5e0-44f1-9ad7-cf1e19af7ca7

understand-impact

—

usedForbeam/abd1ea1d-d5e0-44f1-9ad7-cf1e19af7ca7

ex:different-solutions

—

typebeam/6749be64-5779-4a28-9afa-3f54780ea912

ex:FeedbackType

—

labelbeam/6749be64-5779-4a28-9afa-3f54780ea912

qualitative feedback

—

contrastsWithbeam/6749be64-5779-4a28-9afa-3f54780ea912

ex:quantitative-metrics

—

complementsbeam/6749be64-5779-4a28-9afa-3f54780ea912

ex:quantitative-metrics

—

typebeam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018

ex:DataCollectionMethod

—

labelbeam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018

Qualitative Feedback

—

gathered-viabeam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018

ex:survey

—

gathered-viabeam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018

ex:interview

—

aims-to-collectbeam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018

detailed-insights

—

complementsbeam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018

quantitative-readability-measures

—

targets-aspectsbeam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018

ease-of-navigation

—

targets-aspectsbeam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018

visual-appeal

—

targets-aspectsbeam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018

overall-comprehension

—

typebeam/869c705d-4a22-4fcf-ae3c-6d1485c646cf

ex:AssessmentComponent

—

collectsFrombeam/869c705d-4a22-4fcf-ae3c-6d1485c646cf

ex:participants

—

usesMeasurementToolbeam/869c705d-4a22-4fcf-ae3c-6d1485c646cf

ex:likert-scale

—

partOfbeam/869c705d-4a22-4fcf-ae3c-6d1485c646cf

ex:readability-comparison-study

—

producesOutputbeam/869c705d-4a22-4fcf-ae3c-6d1485c646cf

ex:participant-responses

—

typebeam/30e26d07-076c-43ae-9965-b714e2a1820f

ex:FeedbackType

—

typebeam/def76ff6-2bde-4a52-89e8-8d3cb6d99b74

ex:FeedbackType

—

obtainedViabeam/def76ff6-2bde-4a52-89e8-8d3cb6d99b74

manual-inspection

—

obtainedViabeam/c294e2b0-d676-4a91-92bb-a9bc901355f8

ex:manual-inspection

—

obtainedViabeam/c294e2b0-d676-4a91-92bb-a9bc901355f8

ex:evaluation-metrics

—

typebeam/b1c43907-80fa-4804-9f16-0edd887a0129

ex:FeedbackType

—

labelbeam/b1c43907-80fa-4804-9f16-0edd887a0129

Qualitative Feedback

—

complementsbeam/b1c43907-80fa-4804-9f16-0edd887a0129

ex:quantitative-metrics

References (8)

8 references

[1]Abd1ea1d D5e0 44f1 9ad7 Cf1e19af7ca74 facts
ctx:claims/beam/abd1ea1d-d5e0-44f1-9ad7-cf1e19af7ca7
- full textbeam-chunk
  text/plain1 KBdoc:beam/abd1ea1d-d5e0-44f1-9ad7-cf1e19af7ca7
  Show excerpt
  - **Cloud Total Costs**: The adjusted total costs for the cloud solution, considering the benefits of scalability and security. - **On-Premise Total Costs**: The adjusted total costs for the on-premise solution, considering additional maint…
[2]6749be64 5779 4a28 9afa 3f54780ea9124 facts
ctx:claims/beam/6749be64-5779-4a28-9afa-3f54780ea912
[3]B5c43aa3 0ce5 478b 9eee E9c48bb010189 facts
ctx:claims/beam/b5c43aa3-0ce5-478b-9eee-e9c48bb01018
[4]869c705d 4a22 4fcf Ae3c 6d1485c646cf5 facts
ctx:claims/beam/869c705d-4a22-4fcf-ae3c-6d1485c646cf
- full textbeam-chunk
  text/plain1 KBdoc:beam/869c705d-4a22-4fcf-ae3c-6d1485c646cf
  Show excerpt
  - Visual appeal and professionalism. 4. **Quantitative Metrics**: - Extract plain text from both formats and apply readability formulas. - Calculate the average readability score for each format. 5. **Qualitative Feedback**: …
[5]30e26d07 076c 43ae 9965 B714e2a1820f1 fact
ctx:claims/beam/30e26d07-076c-43ae-9965-b714e2a1820f
- full textbeam-chunk
  text/plain1 KBdoc:beam/30e26d07-076c-43ae-9965-b714e2a1820f
  Show excerpt
  - \( p \) is the estimated proportion of the population that has the attribute of interest (use 0.5 if unknown). - \( E \) is the margin of error (e.g., 0.05 for 5%). #### Example Calculation: For a population of 14,000 entries, a 95% conf…
[6]Def76ff6 2bde 4a52 89e8 8d3cb6d99b742 facts
ctx:claims/beam/def76ff6-2bde-4a52-89e8-8d3cb6d99b74
- full textbeam-chunk
  text/plain1 KBdoc:beam/def76ff6-2bde-4a52-89e8-8d3cb6d99b74
  Show excerpt
  1. **Refinement**: Make sure each stage is doing exactly what it needs to do. For example, the `Reformulator` stage could be more sophisticated, maybe using an LLM to generate better reformulations. 2. **Testing**: Definitely test this …
[7]C294e2b0 D676 4a91 92bb A9bc901355f82 facts
ctx:claims/beam/c294e2b0-d676-4a91-92bb-a9bc901355f8
- full textbeam-chunk
  text/plain1 KBdoc:beam/c294e2b0-d676-4a91-92bb-a9bc901355f8
  Show excerpt
  1. **Refine Stages**: Ensure each stage is doing exactly what it needs to do. 2. **Test Thoroughly**: Test the reformulation function with a larger dataset. 3. **Evaluate Metrics**: Use accuracy, BLEU score, and manual inspection for qualit…
[8]B1c43907 80fa 4804 9f16 0edd887a01293 facts
ctx:claims/beam/b1c43907-80fa-4804-9f16-0edd887a0129
- full textbeam-chunk
  text/plain1 KBdoc:beam/b1c43907-80fa-4804-9f16-0edd887a0129
  Show excerpt
  # Calculate the BLEU score references = outputs.tolist() hypotheses = reformulated_outputs bleu_scores = [] for ref, hyp in zip(references, hypotheses): bleu_scores.append(sentence_bleu([ref.split()], hyp.split())) bleu_score = sum(b…

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Qualitative Feedback

Inbound mentions (10)

providesProvides(3)

includesIncludes(2)

gathersGathers(1)

hasComponentHas Component(1)

hasMemberHas Member(1)

hasTypeHas Type(1)

seeksFeedbackTypeSeeks Feedback Type(1)

Other facts (26)

Timeline

References (8)

See also

Keep researching

`provides`Provides(3)

`includes`Includes(2)

`gathers`Gathers(1)

`hasComponent`Has Component(1)

`hasMember`Has Member(1)

`hasType`Has Type(1)

`seeksFeedbackType`Seeks Feedback Type(1)