Pith Number

pith:GH6BQNCJ

pith:2023:GH6BQNCJD3SSPP3NRKUNYQ4QCJ

not attested not anchored not stored refs pending

Attentive Graph-based Text-aware Preference Modeling for Top-N Recommendation

Hui-Neng Hsu, Ming-Hao Juan, Pin-Hsin Hsiao, Pu-Jen Cheng

arxiv:2305.12976 v1 · 2023-05-22 · cs.IR · cs.LG

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\usepackage{pith}
\pithnumber{GH6BQNCJD3SSPP3NRKUNYQ4QCJ}

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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

Efficient Text-Attributed Graph Learning through Selective Annotation and Graph Alignment

Receipt and verification

First computed	2026-07-05T06:12:25.193918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31fc1834491ee527bf6d8aa8dc439012766d3893d236a162fc717fa5cd57f32d

Aliases

arxiv: 2305.12976 · arxiv_version: 2305.12976v1 · doi: 10.48550/arxiv.2305.12976 · pith_short_12: GH6BQNCJD3SS · pith_short_16: GH6BQNCJD3SSPP3N · pith_short_8: GH6BQNCJ

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/GH6BQNCJD3SSPP3NRKUNYQ4QCJ \
  | 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: 31fc1834491ee527bf6d8aa8dc439012766d3893d236a162fc717fa5cd57f32d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1089cefa9cd05c03390e4296249895abd6ec368eba2a5dc04578711c9cb53dc2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-05-22T12:32:06Z",
    "title_canon_sha256": "b752e412cd74ac13dc8dfd8c83ef538aabf4d61aba5034b97d0a908cf2c8edb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.12976",
    "kind": "arxiv",
    "version": 1
  }
}