Pith Number

pith:2DBOQAAW

pith:2024:2DBOQAAW7VIQVQJJCKKX5I7LGA

not attested not anchored not stored refs pending

A Survey on Sequential Recommendation

Hongzhi Yin, Liwei Pan, Meiyan Wei, Weike Pan, Zhong Ming

arxiv:2412.12770 v2 · 2024-12-17 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2DBOQAAW7VIQVQJJCKKX5I7LGA}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Beyond Noisy Signals: Dual-Level Denoising for Multi-modal Sequential Recommendation

Receipt and verification

First computed	2026-07-05T10:30:29.379256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0c2e80016fd510ac12912957ea3eb302243c0e8c096cdfeb523699f3c1dad3d

Aliases

arxiv: 2412.12770 · arxiv_version: 2412.12770v2 · doi: 10.48550/arxiv.2412.12770 · pith_short_12: 2DBOQAAW7VIQ · pith_short_16: 2DBOQAAW7VIQVQJJ · pith_short_8: 2DBOQAAW

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/2DBOQAAW7VIQVQJJCKKX5I7LGA \
  | 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: d0c2e80016fd510ac12912957ea3eb302243c0e8c096cdfeb523699f3c1dad3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9aa4e36fe20d1ed912755878bfd97a65be3eafc2f94e5b785927f63fee3c0a29",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-17T10:33:13Z",
    "title_canon_sha256": "5fa0054da500546b53c8c946aafd900b8149892ea111b62a0eae7fa317b20f4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12770",
    "kind": "arxiv",
    "version": 2
  }
}