Pith Number

pith:4IYSE36G

pith:2023:4IYSE36GAWGCYE6EFEGD6LWMPJ

not attested not anchored not stored refs pending

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

David Cwiertny, Ibrahim Demir, Ramteja Sajja, Yusuf Sermet

arxiv:2312.09548 v2 · 2023-12-15 · cs.CY · cs.AI · cs.HC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4IYSE36GAWGCYE6EFEGD6LWMPJ}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Adaptive Learning Systems: Personalized Curriculum Design Using LLM-Powered Analytics

Receipt and verification

First computed	2026-07-05T09:08:22.287405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e231226fc6058c2c13c4290c3f2ecc7a53fe34c6a8431c33fb0cbe6fe4a8efb0

Aliases

arxiv: 2312.09548 · arxiv_version: 2312.09548v2 · doi: 10.48550/arxiv.2312.09548 · pith_short_12: 4IYSE36GAWGC · pith_short_16: 4IYSE36GAWGCYE6E · pith_short_8: 4IYSE36G

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4IYSE36GAWGCYE6EFEGD6LWMPJ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e231226fc6058c2c13c4290c3f2ecc7a53fe34c6a8431c33fb0cbe6fe4a8efb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc58499c0f2ff57a830902ca4d674248dc7c35bc7f65a77558f89bfd4b3e593e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-12-15T06:00:26Z",
    "title_canon_sha256": "5f8cf3b19c87d363eb139d25461c57a9f4bfaae37c76eccc7d153e03066012a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.09548",
    "kind": "arxiv",
    "version": 2
  }
}