Pith Number

pith:E2DPZSMG

pith:2024:E2DPZSMG3V4U5AVLKN2PL5IYJK

not attested not anchored not stored refs pending

Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation

Chaochao Chen, Jiajie Su, Weiming Liu, Xiaolin Zheng, Xi Li, Zibin Lin

arxiv:2402.14473 v1 · 2024-02-22 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E2DPZSMG3V4U5AVLKN2PL5IYJK}

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.

Receipt and verification

First computed	2026-07-05T07:48:10.773381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2686fcc986dd794e82ab5374f5f5184aaa2e7b4c66eea887fbb0779355329e53

Aliases

arxiv: 2402.14473 · arxiv_version: 2402.14473v1 · doi: 10.48550/arxiv.2402.14473 · pith_short_12: E2DPZSMG3V4U · pith_short_16: E2DPZSMG3V4U5AVL · pith_short_8: E2DPZSMG

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/E2DPZSMG3V4U5AVLKN2PL5IYJK \
  | 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: 2686fcc986dd794e82ab5374f5f5184aaa2e7b4c66eea887fbb0779355329e53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "196007f19f5f8ff0a44302b838ecf0c1a55151092a6228a8859a545bee9f362f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-02-22T12:03:21Z",
    "title_canon_sha256": "a040c52dc331ab51546835df204e3c1be8c516757f6f90cecdaac6277a61b740"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14473",
    "kind": "arxiv",
    "version": 1
  }
}