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Paper Citation Record · LEDGER

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan

As of 21 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.01610.

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

pith.paper-citation-record.v1
2607.01610 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-03T14:52:10.546438Z

measured 19 of 19 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 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

19 of 19 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32b5c6a2-8da7-4a27-96d0-316ab5d3c935 · outbound

This paper cites Molnar,Interpretable Machine Learning.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Molnar,Interpretable Machine Learning

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.371089Z

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.

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Observation f425aac4-3e4f-4ad5-8bc8-b6f7ba27b882 · outbound

This paper cites Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T14:58:32.465086Z

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.

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Observation fd17ce9f-b5ea-4ef8-96aa-abdb949c97b2 · outbound

This paper cites A survey of contrastive and counterfactual explanation generation methods for explainable artificial intelligence,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan A survey of contrastive and counterfactual explanation generation methods for explainable artificial intelligence,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.373336Z

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=2026-07-03T14:52:10.546438Z digest=sha256:9cdecfaa0de279c9ddcf83c3bfe2a479b705e68a801edc62c493dc67c60bd960

Observation e51d157e-bc14-4ea5-af8f-31bc0451b6e3 · outbound

This paper cites A survey of algorithmic recourse: Contrastive explanations and consequential recommendations,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan A survey of algorithmic recourse: Contrastive explanations and consequential recommendations,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.400042Z

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=2026-07-03T14:52:10.546438Z digest=sha256:88467075f77326bdcc11cd235616337cba72e2b7c52d7c19f34c1a0c427f36ab

Observation d84178e4-f419-419a-80f8-743c79738d19 · outbound

This paper cites Fair counterfactual explanation: Application to education,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Fair counterfactual explanation: Application to education,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.390244Z

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=2026-07-03T14:52:10.546438Z digest=sha256:1d7a7eaa47f4c6ca77960c8cfe13ff522d1b09c27792238a8cd3d02fdf580eb7

Observation 2fa76fcd-8088-4345-a864-1f295f37ce47 · outbound

This paper cites Lewis,Counterfactuals.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Lewis,Counterfactuals

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.392098Z

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=2026-07-03T14:52:10.546438Z digest=sha256:0f69e1e95be10aff4824fc1161559e79a4f51efb8d0a34bcf5f979eec8d84021

Observation 5754d753-59db-40fb-b8a0-e2c4eecafb8e · outbound

This paper cites Counterfactual explana- tions without opening the black box: Automated decisions and the GDPR,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Counterfactual explana- tions without opening the black box: Automated decisions and the GDPR,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.396294Z

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=2026-07-03T14:52:10.546438Z digest=sha256:8d7f0c065e858bd2a90822c6caa6f205a84d3d1382164ad890f14d5da5bc4eab

Observation 7a366636-44ee-4b9f-9568-79389871973a · outbound

This paper cites Decisions, counterfactual ex- planations and strategic behavior,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Decisions, counterfactual ex- planations and strategic behavior,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.388161Z

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=2026-07-03T14:52:10.546438Z digest=sha256:a73a10534b3622111cc52898b8e6b65a896f45b6dced62b502c7cf272b85f8ab

Observation c7764ee1-b2f1-4144-ac86-98748c278fa8 · outbound

This paper cites Constrained monotonic neural networks,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Constrained monotonic neural networks,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.384403Z

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.

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Observation 9bf053b1-0443-42ea-ac3c-ea6dc0fb215c · outbound

This paper cites an unresolved cited work.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-07-05T06:40:46.386188Z

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=2026-07-03T14:52:10.546438Z digest=sha256:a0f3eaef5147d75f1e0d7e4900df43f1b0005670b54baa94a5bf788ce8cf15ae

Observation 034394e6-fe4c-4cdb-b109-44fa2c2323f8 · outbound

This paper cites Rekidai total sales ranking.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Rekidai total sales ranking

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.394250Z

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=2026-07-03T14:52:10.546438Z digest=sha256:d3c3461dae57d1e7439af5a2b095e810ac312e73dcb7559ab3acc94b3d0b6ecf

Observation ebef7e35-7611-4144-b5d9-0cb9b4d9748c · outbound

This paper cites An image is worth 16×16 words: Transformers for image recognition at scale,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan An image is worth 16×16 words: Transformers for image recognition at scale,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.398204Z

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=2026-07-03T14:52:10.546438Z digest=sha256:0875ce626d3c5612e7f2c27e15b8b62e863a566e590162bc6dfeed1f3521b65f

Observation ab43277a-2a22-4de5-83b9-b21febcd26b6 · outbound

This paper cites MyAnimeList.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan MyAnimeList

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.401697Z

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=2026-07-03T14:52:10.546438Z digest=sha256:418cd9f88a095463d6620661e74f1e0868e460a15911e2b6af000f3bc14db7fe

Observation e15aec1c-473f-4721-8944-9b24426d6c08 · outbound

This paper cites BERT: Pre- training of deep bidirectional transformers for language understand- ing,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan BERT: Pre- training of deep bidirectional transformers for language understand- ing,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.377257Z

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=2026-07-03T14:52:10.546438Z digest=sha256:543621efc45fe580d7c4a5dfdf6dff886a1bf5f4281aabfd25ec9bd32faff340

Observation 328db661-965a-461c-95f0-76ab51bf61ca · outbound

This paper cites Competitor orientation: Effects of objectives and information on managerial decisions and profitability,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Competitor orientation: Effects of objectives and information on managerial decisions and profitability,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.379636Z

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=2026-07-03T14:52:10.546438Z digest=sha256:fbb800438b54a453bbea366df6790aa3dda0fc92449072aa8f97e1eb4aea5190

Observation d5928477-4156-4474-9fa4-b5c6affb939e · outbound

This paper cites Robust Counterfactual Explanations in Machine Learning: A Survey.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Robust Counterfactual Explanations in Machine Learning: A Survey

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T14:58:32.467474Z

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=2026-07-03T14:52:10.546438Z digest=sha256:0e9985652c0e7bbfaed1e32545e3b008c7b687246feb1e845d0b5cff91d5a7bf

Observation a9a25204-608c-44c7-afdf-96ec21e416c6 · outbound

This paper cites Predictive models are indeed useful for causal inference,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Predictive models are indeed useful for causal inference,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.381635Z

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.

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Observation b02cafac-4c17-4d41-b48c-8237af17e938 · outbound

This paper cites Learning Recourse Costs from Pairwise Feature Comparisons.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Learning Recourse Costs from Pairwise Feature Comparisons

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:58:32.461151Z

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=2026-07-03T14:52:10.546438Z digest=sha256:40ef36b0b53b699b13fad297ebac4e95d9a776c244c6b0ffa089dc8e49726595

Observation e2a4a165-beb4-489e-9629-acbd987b562e · outbound

This paper cites Product repositioning with a Markov- switching regime,.

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan Product repositioning with a Markov- switching regime,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T06:40:46.375312Z

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.

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Pith citing papers

No inbound Pith citation observations are available.