Paper Citation Record · LEDGER

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model

As of 13 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2411.15223.

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

pith.paper-citation-record.v1
2411.15223 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:54:27.368530Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy25
unresolved8
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c504ac25-ccad-4cb4-9003-e749c4f86e9d · outbound

This paper cites Cracking under pressure: current trends in the global advertising industry.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Cracking under pressure: current trends in the global advertising industry

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.693185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aafb4bdb-1882-4e46-8988-b7f51c2e5740 · outbound

This paper cites Power of digital marketing in building brands: A review of social media advertisement.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Power of digital marketing in building brands: A review of social media advertisement

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.683730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e1844d17-000a-490b-a8d2-acec2b98db4c · outbound

This paper cites Improving internet advertising using click--through rate prediction.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Improving internet advertising using click--through rate prediction

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.674502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bb0bc37c-86a8-40af-92d6-60757aa8a259 · outbound

This paper cites Consumer understanding and advertising strategy: analysis and strategic translation of laddering data.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Consumer understanding and advertising strategy: analysis and strategic translation of laddering data

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.664462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 43129e71-0a2c-49d3-b649-e56c3272553f · outbound

This paper cites The online advertising industry: Economics, evolution, and privacy.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model The online advertising industry: Economics, evolution, and privacy

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.654732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b2c242dd-d815-4602-a3c0-f27c9a2c1c0c · outbound

This paper cites A review of methods utilized in measuring affect, feelings, and emotion in advertising.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model A review of methods utilized in measuring affect, feelings, and emotion in advertising

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.643774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 70eeb6a5-974f-40e0-9151-fe8298be813a · outbound

This paper cites Maximizing online marketing strategy with digital advertising.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Maximizing online marketing strategy with digital advertising

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.634018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 58d56087-2e62-4394-9002-8a80355e8583 · outbound

This paper cites Platform strategies and user stickiness in the online video industry.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Platform strategies and user stickiness in the online video industry

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.623822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b7ae4d0f-9f24-4d15-b9c9-a32b97c229c0 · outbound

This paper cites Applied logistic regression.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Applied logistic regression

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.614819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d9851533-01b2-4a9c-b466-5c96effe2acf · outbound

This paper cites Multi-layered gradient boosting decision trees.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Multi-layered gradient boosting decision trees

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.607075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 50a6ad29-9842-4ed2-a4ef-c18f636836ea · outbound

This paper cites Factorization machines.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Factorization machines

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T15:54:27.303325Z

Source-reported events for the cited work

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Observation 247613e4-9908-46c6-8e6b-3d8ad03650e3 · outbound

This paper cites Practical lessons from predicting clicks on ads at facebook.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Practical lessons from predicting clicks on ads at facebook

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.592191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b9a94131-3b4d-4967-bee2-9763d34641cc · outbound

This paper cites Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T15:54:27.309556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 198ac3a5-acb1-4189-8c1f-01381c7aab9b · outbound

This paper cites Computer vision and natural language processing: recent approaches in multimedia and robotics.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Computer vision and natural language processing: recent approaches in multimedia and robotics

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.581999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fa8b764d-79b7-406e-8ff0-452ad24e7ea5 · outbound

This paper cites Machine learning algorithms-a review.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Machine learning algorithms-a review

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.570910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bfc9fd8b-081a-422c-817c-5fa0eba33210 · outbound

This paper cites Long short-term memory.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Long short-term memory

Reference 16

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Source-reported events for the cited work

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Observation 1fde0015-3b95-487f-a7bb-e541d13e2de9 · outbound

This paper cites An Introduction to Convolutional Neural Networks.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model An Introduction to Convolutional Neural Networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T15:54:27.323532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d0b5c9d-05e6-473c-8178-7bc04ecfa627 · outbound

This paper cites Feed-forward neural networks.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Feed-forward neural networks

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.555565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ea74525d-3663-44d5-ada3-f50e3657fe56 · outbound

This paper cites Wide & deep learning for recommender systems.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Wide & deep learning for recommender systems

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.545617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f2c245d5-0d61-4e6e-a64a-2843e6007cff · outbound

This paper cites DeepFM: A Factorization-Machine based Neural Network for CTR Prediction.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Reference 20

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Source-reported events for the cited work

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Observation ebe3abef-f2ae-4417-9c19-08cc585e1988 · outbound

This paper cites xdeepfm: Combining explicit and implicit feature interactions for recommender systems.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model xdeepfm: Combining explicit and implicit feature interactions for recommender systems

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.534757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 79269ecb-2808-499e-91d8-6400557ba0d3 · outbound

This paper cites Deep & cross network for ad click predictions.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Deep & cross network for ad click predictions

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.524951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9e90869d-825d-4273-8b54-a57df95e4fce · outbound

This paper cites A survey on csi-based human behavior recognition in through-the-wall scenario.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model A survey on csi-based human behavior recognition in through-the-wall scenario

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.515174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8ad3b58c-b9ab-45ea-bda4-685303613986 · outbound

This paper cites Efficient partition of integer optimization problems with one-hot encoding.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Efficient partition of integer optimization problems with one-hot encoding

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.505680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3781b090-f6d6-4e92-beb6-ccb4ecb6ca25 · outbound

This paper cites Deep Learning for Click-Through Rate Estimation.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Deep Learning for Click-Through Rate Estimation

Reference 25

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Source-reported events for the cited work

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Observation a2eafc93-f12f-4d3e-81bf-9bc8ca6085f3 · outbound

This paper cites Autoint: Automatic feature interaction learning via self-attentive neural networks.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Autoint: Automatic feature interaction learning via self-attentive neural networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.496059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f1c6a018-13f0-4b4f-a821-c8036dd598b7 · outbound

This paper cites Attention is all you need.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Attention is all you need

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T15:54:27.351368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31d3332f-70e6-4f5f-bae3-9436440646bc · outbound

This paper cites A spatial--temporal depth-wise residual network for crop sub-pixel mapping from modis images.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model A spatial--temporal depth-wise residual network for crop sub-pixel mapping from modis images

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.478928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d8b03732-4d95-406a-9e42-d80eb5b1b6c2 · outbound

This paper cites Deeplight: Deep lightweight feature interactions for accelerating ctr predictions in ad serving.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Deeplight: Deep lightweight feature interactions for accelerating ctr predictions in ad serving

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.468892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7e38517e-9a79-417f-a6f5-9c3eabf77563 · outbound

This paper cites Auc: a misleading measure of the performance of predictive distribution models.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Auc: a misleading measure of the performance of predictive distribution models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.458749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a8b3b156-a0ed-48ea-8245-d82c5783c99d · outbound

This paper cites The use of the area under the roc curve in the evaluation of machine learning algorithms.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model The use of the area under the roc curve in the evaluation of machine learning algorithms

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.448627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e4e445f7-2b41-416a-b916-591ced9ffdaa · outbound

This paper cites Neural networks for pattern recognition.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Neural networks for pattern recognition

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T15:54:27.365813Z

Source-reported events for the cited work

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Observation c1dbef3f-46a9-437e-b3c5-8df9bfe44ff3 · outbound

This paper cites Deep metric learning via lifted structured feature embedding.

An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Deep metric learning via lifted structured feature embedding

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:54:27.432619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.