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Paper Citation Record · LEDGER

Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2312.09548.

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

pith.paper-citation-record.v1
2312.09548 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:20:32.097119Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:07:37.673093Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 22906023-5028-432c-bc17-6176409badb9 · inbound

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education cites this paper.

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T23:20:32.097119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:20:32.097119Z digest=sha256:1c268f5388dfcb7bd363c162e14fb20605a54c7d95b86997da4e6182204eacbe

Observation 6e07cc9f-1ecc-41bd-8a72-2b921fdf4011 · inbound

Adaptive Learning Systems: Personalized Curriculum Design Using LLM-Powered Analytics cites this paper.

Adaptive Learning Systems: Personalized Curriculum Design Using LLM-Powered Analytics Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-15T18:07:37.685677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T18:07:37.141529Z digest=sha256:c3da94159b5fa76ce331d5ba061a1d92570bc4f53f3015b1adc06294bffefd4e