Pith Number

pith:N5L66SOF

pith:2024:N5L66SOFDCR4E7UTPBCMPU4BLU

not attested not anchored not stored refs pending

A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language Model

Ao Xiang, Bingjie Huang, Haowei Yang, Tianyao Zheng, Xinyu Guo

arxiv:2407.08942 v1 · 2024-07-12 · cs.IR · cs.AI

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\usepackage{pith}
\pithnumber{N5L66SOFDCR4E7UTPBCMPU4BLU}

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Record completeness

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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

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Receipt and verification

First computed	2026-07-05T08:42:59.070408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f57ef49c518a3c27e937844c7d3815d3024481332a6ccaea71c654dae3ba775

Aliases

arxiv: 2407.08942 · arxiv_version: 2407.08942v1 · doi: 10.48550/arxiv.2407.08942 · pith_short_12: N5L66SOFDCR4 · pith_short_16: N5L66SOFDCR4E7UT · pith_short_8: N5L66SOF

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/N5L66SOFDCR4E7UTPBCMPU4BLU \
  | 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: 6f57ef49c518a3c27e937844c7d3815d3024481332a6ccaea71c654dae3ba775

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d438e71b91136e2a9b5cd8caefe9bc073f1593fed52700a454d6df1bda1c5e65",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-07-12T02:58:07Z",
    "title_canon_sha256": "01d01bd5e864ac2f6d4a7c0269f9a34df63199bcd296b1524878076d3bcb7c59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08942",
    "kind": "arxiv",
    "version": 1
  }
}