Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:16:22.050008Z
Paper Citation Record · LEDGER
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign
As of 7 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2507.08959.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T19:44:22.863462Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T19:44:23.139416Z
Reference resolution
10 of 10 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 15954c7b-d055-46d3-ae53-a3973ac22e14 · outbound
This paper cites Consumer Information-Seeking and Cross-Media Campaigns: An Interactive Marketing Perspective on Multi-Platform Strategies and Attitudes Toward Innovative Products [J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign Consumer Information-Seeking and Cross-Media Campaigns: An Interactive Marketing Perspective on Multi-Platform Strategies and Attitudes Toward Innovative Products [J]
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.263763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 16376e82-c626-488f-aa51-088366e0c8c0 · outbound
This paper cites The Rise of Influence Marketing in E-Commerce: a Review of Effectiveness and Best Practices [J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign The Rise of Influence Marketing in E-Commerce: a Review of Effectiveness and Best Practices [J]
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.244756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 13cefd9e-1168-4006-9362-3ed7aed17c2d · outbound
This paper cites Research on Cross-Platform Digital Advertising User Behavior Analysis Framework Based on Federated Learning[J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign Research on Cross-Platform Digital Advertising User Behavior Analysis Framework Based on Federated Learning[J]
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.227017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 02ce29cb-c954-4a10-80b3-dea43577b015 · outbound
This paper cites DVC Digital Video Commercial of Pakistani Food Advertising Industry: A Qualitative Analysis of Contemporary Digital Trends in Advertising Industry [J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign DVC Digital Video Commercial of Pakistani Food Advertising Industry: A Qualitative Analysis of Contemporary Digital Trends in Advertising Industry [J]
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.208601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c7904fc9-75b4-4ca4-bdbc-998c6886fdb9 · outbound
This paper cites The power of Sequence: A Qualitative Analysis of Consumer Targeting and Spillover Effects in Social Media Advertising [J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign The power of Sequence: A Qualitative Analysis of Consumer Targeting and Spillover Effects in Social Media Advertising [J]
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.189300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 23dba0f2-d97f-421a-a41b-fe69cb20c30e · outbound
This paper cites Cross-Media Advertising Strategies and Brand Attitude: The Role of Cognitive Load [J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign Cross-Media Advertising Strategies and Brand Attitude: The Role of Cognitive Load [J]
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.169401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 67105551-8cbe-48f8-a486-e4b1faf47236 · outbound
This paper cites Observing "tuned" advertising on digital platforms [J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign Observing "tuned" advertising on digital platforms [J]
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.150803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c950deb5-b2b7-4c0d-be26-e47625ca3928 · outbound
This paper cites Social Media Advertising Features that Enhance Consumers' Positive Responses to Ads [J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign Social Media Advertising Features that Enhance Consumers' Positive Responses to Ads [J]
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.133124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a90d8a9b-61e1-4082-ac85-ba7ac87ffbfd · outbound
This paper cites Mobile ad fraud: Empirical patterns in publisher and advertising campaign data [J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign Mobile ad fraud: Empirical patterns in publisher and advertising campaign data [J]
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.114997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation af945175-729d-446c-93d8-114e2bea05f9 · outbound
This paper cites Complex interplay of R&D, advertising and exports in USA manufacturing firms: differential effects of capabilities [J].
Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign Complex interplay of R&D, advertising and exports in USA manufacturing firms: differential effects of capabilities [J]
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:16:22.095139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
Observation dde82e2a-98aa-4c85-adf0-86946723d4da · inbound
CAMF: Collaborative Adversarial Multi-agent Framework for Machine Generated Text Detection cites this paper.
CAMF: Collaborative Adversarial Multi-agent Framework for Machine Generated Text Detection Graph Neural Network Enhanced Sequential Recommendation Method for Cross-Platform Ad Campaign
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T19:44:23.143012Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.