Pith. sign in

Paper Citation Record · LEDGER

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry

As of 20 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2501.08087.

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

pith.paper-citation-record.v1
2501.08087 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:34:00.856898Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:18:17.724673Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T19:18:17.953099Z

Reference resolution

51 of 51 outbound references displayed

  • verified exact1
  • verified fuzzy40
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 69ae3285-4d91-49f9-acb4-067fb2e3cba4 · outbound

This paper cites Based in Hanover, Germany, the company develops apps and systems like NUNA V 2, which cater to various use cases such as personal navigation, logis- tics, and trucking.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Based in Hanover, Germany, the company develops apps and systems like NUNA V 2, which cater to various use cases such as personal navigation, logis- tics, and trucking

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.526551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.664128Z digest=sha256:d9daf3e59a70748340db02eb773723e56ae8760079b76f72898fb1bc4172d572

Observation ac7ceb86-2f99-40da-b6ce-63a77d4b23b4 · outbound

This paper cites an unresolved cited work.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:34:01.517073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.668472Z digest=sha256:bbfebad8f10a1f52f16bf57e593e99e4aba7264ecaa9a4b3fd459a1d72da9302

Observation a2737ac8-427c-4411-b0bf-9e0d0bf984bb · outbound

This paper cites While the primary focus was on the Nunav Navigation App , three additional apps were included to expand the dataset due to their structural similarity.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry While the primary focus was on the Nunav Navigation App , three additional apps were included to expand the dataset due to their structural similarity

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.506851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.672333Z digest=sha256:2992cf52ae99485eedc6f37495eb5538fe49264488e36c46e62585067ec73a37

Observation 122f7a45-2371-433a-b110-22739efe7b5c · outbound

This paper cites An approach with large language models was not possible, because of the limited training data.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry An approach with large language models was not possible, because of the limited training data

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.496120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.676314Z digest=sha256:5a4540c03ea8a2548e18eaf635ce5c2644a1015419bc6fe898f728c2a65d49ef

Observation 6f3c5dff-bddb-4106-a649-0df135e1f515 · outbound

This paper cites The specific segments of the reviews contain- ing explanation needs were manually marked and categorized as either explicit or implicit explanation needs.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry The specific segments of the reviews contain- ing explanation needs were manually marked and categorized as either explicit or implicit explanation needs

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.485306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.679953Z digest=sha256:1f700b41d5001ff3467b6e85b0ad10415b2a52f5ad970aed3dac9854ee250878

Observation 7657eb39-10fb-4967-88c0-1645cffd667a · outbound

This paper cites Each taxonomy category is mapped to one or more reference points within the company.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Each taxonomy category is mapped to one or more reference points within the company

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.475255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.683618Z digest=sha256:27d6c0f1eb0f079589ce344dcae7b1e888948f97bb11108fe711ed61643b6be5

Observation 97c0b02b-b669-4aea-91e9-dcdb94186cb4 · outbound

This paper cites an unresolved cited work.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:34:01.464814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.687855Z digest=sha256:36058543f19536b6ddc03c4a22c7af518059c2e2080a4bc13ae522ab75e7564f

Observation a70ae678-753e-4cb3-8c07-03da9a62099e · outbound

This paper cites I find the upcoming motorcycle version exciting - what will make it different?.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry I find the upcoming motorcycle version exciting - what will make it different?

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.452746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.691844Z digest=sha256:d6a802fac56ecd2c453730cab55fddbc30cba56927779cf78ee6beeac83933a1

Observation 22b2ae23-b2f3-4ec8-a3b5-7eab9733d37a · outbound

This paper cites Mobile 43%.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Mobile 43%

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.441500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.696300Z digest=sha256:b6a1a2bc6878f338b6963080130e36983ad40986064420be5206c33ccd0351ca

Observation 256abd16-cc2c-4db4-9a2e-1ef1c9350e9c · outbound

This paper cites Support 54%.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Support 54%

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.431258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.700213Z digest=sha256:e6bd59431c5798bfd3d216ed5e4c480f80512815625aaa80e80ea2d1eceef9d5

Observation fffb1a89-cf4a-4199-a080-f1ee71229cc4 · outbound

This paper cites Support 35%.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Support 35%

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.420411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.704866Z digest=sha256:fd98c977f50cb5f4b828daa88aae227ee1012f89980fff1c1e04ea1c53a6ef09

Observation ba788e0d-764b-4541-85ee-737bf44973c5 · outbound

This paper cites Routing 42%.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Routing 42%

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.409994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.708656Z digest=sha256:87e660933e5d0f5ecde2a7544af6124b370fe97633def5efbcee5863fe13a36f

Observation dec44ddb-778f-429a-91b6-1c2426af59b1 · outbound

This paper cites Mobile 42%.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Mobile 42%

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.398980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.712837Z digest=sha256:b4822ae15fe9646b3425aba08574c8d7cbd6b301b13e8ab04d70c2f95f26ceaf

Observation 7d19cfce-cf33-451e-a7ab-fe8bd433de66 · outbound

This paper cites UI/UX 55%.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry UI/UX 55%

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.389481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.717204Z digest=sha256:274ff03505ef3770cee923aa46f183460c6e21084ab20a17545075c7e39a8944

Observation 220a9355-bc48-4903-84df-4cb7c1248890 · outbound

This paper cites Mobile 75%.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Mobile 75%

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.379511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.720675Z digest=sha256:f98229f3ce6fd7008b44d4670c7127e01ea9ebbf4d55f070a99737fd36d0210d

Observation 71263e8c-d58d-43ef-acb6-2b8635040d7a · outbound

This paper cites an unresolved cited work.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:34:01.369686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.724362Z digest=sha256:360437bfb01616fea98c485ddc2e43810ff7e22a1c6f5757f6595d5f4225a682

Observation ccffc95d-61e5-46b4-bdf3-cc9d6437dafb · outbound

This paper cites an unresolved cited work.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:34:01.359101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.728191Z digest=sha256:a7318d820f6204a87ea99b0eaebdab4c31cd58922fefe4584737356d40df8696

Observation c25260ed-88d1-4128-94dc-2ed2af7bdd92 · outbound

This paper cites Addressable Results Of the 158 identified explanation needs, 139 (88%) were successfully resolved.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Addressable Results Of the 158 identified explanation needs, 139 (88%) were successfully resolved

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.348076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.731910Z digest=sha256:aa7096ad3551666eaf36a5f61ccfbd06736874b584b5fc300b9d816e51de3a9b

Observation f12a1597-5d95-4942-9899-e5f3c8105906 · outbound

This paper cites [3], as was also discussed in their original publication.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry [3], as was also discussed in their original publication

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.337042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.736353Z digest=sha256:3648388069935e178b9f05ef2f415922fba5d4402485c4a39a8347ad95f81ca5

Observation 6acc89bb-c391-4396-8dca-54655cf59752 · outbound

This paper cites an unresolved cited work.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:34:01.325846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.739701Z digest=sha256:e9a247ec3aef3cdccdc6d6cfb2ea6377b6022f49b9a23d2d59f1a067af7970d6

Observation ad2c9d0e-b5d0-49ab-871b-23af3477790c · outbound

This paper cites To address this, a probability-based ranking system for reference point assignment was developed.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry To address this, a probability-based ranking system for reference point assignment was developed

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.313712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.743401Z digest=sha256:2e1b8d96a4627b3fe2602327e7c08dd6646bfcb74f6627c68ce4b72ceb89c7ce

Observation b68555eb-6a57-4ea1-af24-e3f114087dc5 · outbound

This paper cites an unresolved cited work.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:34:01.299981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.748069Z digest=sha256:01216ff659658105e7202e240f48372590e157dc0c33ce6f8d4de7de39973769

Observation 15367beb-fe3c-4d15-b3fe-5bc5e79e43da · outbound

This paper cites Misunder- standing the taxonomy can result in incorrect categorizations, which may affect the outcomes of the study.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Misunder- standing the taxonomy can result in incorrect categorizations, which may affect the outcomes of the study

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.288214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.751906Z digest=sha256:e36c3ddbac1d60a25fb4837cffefa0c7df0f07cd5576964ee6e552e970981655

Observation 83d0df38-b2a5-4902-8042-fc5afd2a18dc · outbound

This paper cites For instance, if interviews are held during par- ticipants’ personal time, they may rush through the process, negatively impacting data quality.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry For instance, if interviews are held during par- ticipants’ personal time, they may rush through the process, negatively impacting data quality

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.275091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.756089Z digest=sha256:443c5fe4929a3abbd54d9f16b38dc560f67eee7cf8343f4ba565066d3d21dc6e

Observation fafe2d6e-a48c-443a-aaa9-e4e237e988ed · outbound

This paper cites This small sample may limit the statistical significance of the data, leading to potentially inaccurate conclusions.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry This small sample may limit the statistical significance of the data, leading to potentially inaccurate conclusions

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.263296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.759543Z digest=sha256:59f63d1cfe8642c8f89947dd7a4cff6dcd9f72149b53e913a34d008672e5127c

Observation 2abe4c41-4faf-4e79-af13-aadd53e48aba · outbound

This paper cites an unresolved cited work.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:34:01.251401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.763475Z digest=sha256:608b216204fcaa971b69a67ce1aee8646ceb35955f33070cd7231548a1ef4538

Observation 31692746-f359-471a-80de-ed6fc336d261 · outbound

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

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Explainability as a non-functional requirement,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.240160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.767460Z digest=sha256:71cd48e23c2dc50c65609e7035ceec693b50e42bc85e8b4b067cbca654e1d5b3

Observation dc66bc33-409e-4154-bbfd-474298a60d0c · outbound

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

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Explainability as a non-functional requirement: challenges and recommendations,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.229627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.770903Z digest=sha256:191ad94b9f141b31b301b6c992731ac8ca9f89d82ae0c55e76dce7dd716a9020

Observation 0e17ddd4-0524-4fe8-900b-d61641bf7c7e · outbound

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

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Explanations in everyday software systems: Towards a taxonomy for explainability needs,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.217716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.774950Z digest=sha256:9fd9044823a4a1b3eb2f60d99ed741e1e009cdbca7b111ef826b4a3fc0d00c20

Observation 11e25352-11d2-4043-b658-c3842b24257d · outbound

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

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Explanation needs in app reviews: Taxonomy and automated detection,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.203515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.778789Z digest=sha256:53d1af4b9d8d22af325bd7b9b3c8ad47728b25ddc965406e135459dd9c49f073

Observation 7f6d16da-21d2-4678-8876-62ad5f2189d4 · outbound

This paper cites an unresolved cited work.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:34:01.190113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.783191Z digest=sha256:f4d968aa82996a193fe9250fbb2b9bba7ef91778170d9705866438eaca520196

Observation ebca665f-e70e-4c08-bc2b-2176f076575f · outbound

This paper cites The impact of automation on employment: Just the usual structural change?.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry The impact of automation on employment: Just the usual structural change?

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.176979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.786758Z digest=sha256:b7fc6f5d592b4b328703b65586e544d918bbd1df8ce9f39859fee723a9092b80

Observation 9b04202a-e5f8-4176-8e5a-2061c0def497 · outbound

This paper cites Deep learning: A critical appraisal,.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Deep learning: A critical appraisal,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.165858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.790717Z digest=sha256:c991407fa04e6cbe1e1f5074b45dcdb029b8cd86441f6f24afe40ff60c6e5083

Observation b7644a49-1ce1-4873-b115-c9d9ff00c00c · outbound

This paper cites Accurate and prompt answering framework based on customer reviews and question-answer pairs,.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Accurate and prompt answering framework based on customer reviews and question-answer pairs,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.153735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.794495Z digest=sha256:dc7357ac273a8061e67c618b1f8cc962fced56f5e3443fee88afae7827c6655f

Observation 82f2cb81-aab9-4c76-a98a-b15e7cf76b31 · outbound

This paper cites How can i improve my app? classifying user reviews for software maintenance and evolution,.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry How can i improve my app? classifying user reviews for software maintenance and evolution,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.141901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.798332Z digest=sha256:d5589b29b579c88e5f61afc9c8129317003cc4394488cd619d23693ac7fcbea1

Observation a93c69e1-7ec5-45c9-9257-067080d42fe0 · outbound

This paper cites A taxonomy of explanations to support explainability-by-design,.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry A taxonomy of explanations to support explainability-by-design,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.129994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.802022Z digest=sha256:4995bf35f6caed470a1b4bed3e3c39383905eebc0116b350b00f0826c71c520f

Observation d6635562-3183-45d5-abc8-b88216855846 · outbound

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

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Exploring explainability: a definition, a model, and a knowledge catalogue,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.117962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.805976Z digest=sha256:6320fe1e1741beea8d8aa4b31f5744dda4e0068601c024138a09b34f82b30820

Observation 0b0734da-a378-4197-a345-1be75092f67a · outbound

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

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry The x factor: On the relationship between user experience and explainability,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T20:34:00.809596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:34:00.809596Z digest=sha256:004a710ee5b957f7c6eed5d713bbce79b4c5e73201c1caa704f5d56ea660fed3

Observation 8ae5200d-58b4-45cf-9cde-60990400c2ca · outbound

This paper cites Is chatgpt a good recommender? a preliminary study,.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Is chatgpt a good recommender? a preliminary study,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.105239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.813149Z digest=sha256:36e3219a8d9ed0d72aac4e66981aec9da7cc8e8b3d0b622c5faec45df1c66c8e

Observation 709add38-4d58-4989-9cbf-1b0403e4b04f · outbound

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

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Explanation needs in app reviews: Taxonomy and automated detection,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.091636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.816823Z digest=sha256:9f00110db39c4170e3fc5837aed3fb082b04fc54c3da88a44e24676dab341c42

Observation 1817460e-019e-4b71-8c94-719a3a8d4ec0 · outbound

This paper cites Kann sich k ¨unstliche intelligenz selbst erkl ¨aren?.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Kann sich k ¨unstliche intelligenz selbst erkl ¨aren?

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.077894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.820403Z digest=sha256:5fc6e555ffb1b4a8319e4ed5d4b536666b5819d610fa2802d1b9aa501c534687

Observation 1ab6321d-b4fe-443f-be41-8cd81411a2ca · outbound

This paper cites User feedback in the appstore: An empirical study,.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry User feedback in the appstore: An empirical study,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.066170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.823981Z digest=sha256:faba5e0b443ca446ecae4d7cca7314bb05c1641b526ba97483110b4936a1b042

Observation 7ed00d93-0880-4356-80b6-edb4e3ece4b9 · outbound

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

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Using flow to improve com- munication of requirements in globally distributed software projects,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.054432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.827315Z digest=sha256:33be78dbdf2ebbfda9b99f77a4ec0c46b6f64f3356bcacb6116ecf0e5fb6b854

Observation 642e14d0-ddb0-48e3-b7f0-e3385876fb65 · outbound

This paper cites Wohlin, P.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Wohlin, P

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.042340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.830426Z digest=sha256:73d8c30ea600b994d2bf2c78f303406beef7a20bae4313b607f6f792c86342b8

Observation 93935b11-df50-40a6-869a-88e6bb5e939e · outbound

This paper cites Supplementary Material -.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Supplementary Material -

Reference 45

Resolution
verified exact
doi, observed 2026-08-10T20:34:00.897572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.834050Z digest=sha256:f803630d1d1f004a150dfd69b6650980402bb5df144c51ce5178fe099eb262a1

Observation 88c8e047-c033-4480-92af-7ca421dc502b · outbound

This paper cites Dataset: Gold standard dataset for explainability need detection in app reviews.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Dataset: Gold standard dataset for explainability need detection in app reviews

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T20:34:00.837837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:34:00.837837Z digest=sha256:99c9a6c8a333f2856b4f1e62348084d11f12f524b4e911b959188d3d376895ff

Observation b028573a-481f-4c96-ae55-4af2a5482173 · outbound

This paper cites Measuring nominal scale agreement among many raters.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Measuring nominal scale agreement among many raters

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.031021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.841576Z digest=sha256:c403db2b88ae768708b9a3ceffb785aeebbafa1fcecd8a111f4b94b87248ebbf

Observation b9c7dad2-47f2-4130-b2b6-c7585ac333ca · outbound

This paper cites A coefficient of agreement for nominal scales,.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry A coefficient of agreement for nominal scales,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.019834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.845458Z digest=sha256:942b1cbaf8f90c9324460fa4082244ea134ee210a84978eed209742e31ce1bf6

Observation 9c8d8d80-8043-4f97-a3d4-dfb78edec557 · outbound

This paper cites The measurement of observer agreement for categorical data.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry The measurement of observer agreement for categorical data

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:01.009104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.849480Z digest=sha256:0e5ff802b4560e7bb81c7e8772f22827a3e88180db454921b1a8fc60adba4548

Observation 770eb44a-a839-424c-8b3c-46bd3dcd7e60 · outbound

This paper cites A coefficient of agreement for nominal scales,.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry A coefficient of agreement for nominal scales,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:00.996759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.853316Z digest=sha256:4887cf1196c55f372cf516166a85f7be01027dc89c21269a88717f9c9b73cc32

Observation acb74210-f543-4d89-b3df-bd08af7e60e8 · outbound

This paper cites Wohlin, P.

Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry Wohlin, P

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:00.983890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:34:00.856898Z digest=sha256:9ffe1d2a85d7c92d3a7cf4f49ba828afb8c25f62428ef79ad31022561d1b4a4e

Pith citing papers

Observation bd7b6d76-8b8b-41ff-a895-9341ced7da2f · inbound

Identifying Explanation Needs: Towards a Catalog of User-based Indicators cites this paper.

Identifying Explanation Needs: Towards a Catalog of User-based Indicators Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-15T19:18:17.960373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T19:18:17.724673Z digest=sha256:85ada4f08ea830db985d18bc6342e1a952370c6ec573bdd42413e55a55f67304