Pith Number

pith:66WON2DN

pith:2024:66WON2DN3HG5CZ65XIBJ7Z7LTT

not attested not anchored not stored refs pending

Improving Sequential Recommendations with LLMs

Artun Boz, Dietmar Jannach, Jesse Harte, Marios Fragkoulis, Panos Louridas, Vassilios Karakoidas, Wouter Zorgdrager, Zoe Kotti

arxiv:2402.01339 v2 · 2024-02-02 · 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{66WON2DN3HG5CZ65XIBJ7Z7LTT}

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

2 papers in Pith

Looking Farther with Confidence: Uncertainty-Guided Future Learning for Sequential Recommendation

Measuring AI Reasoning: A Guide for Researchers

Receipt and verification

First computed	2026-07-05T09:59:43.697104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7ace6e86dd9cdd167ddba029fe7eb9cc00fd2bbd4ff958ecf4f6294a6c442ca

Aliases

arxiv: 2402.01339 · arxiv_version: 2402.01339v2 · doi: 10.48550/arxiv.2402.01339 · pith_short_12: 66WON2DN3HG5 · pith_short_16: 66WON2DN3HG5CZ65 · pith_short_8: 66WON2DN

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/66WON2DN3HG5CZ65XIBJ7Z7LTT \
  | 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: f7ace6e86dd9cdd167ddba029fe7eb9cc00fd2bbd4ff958ecf4f6294a6c442ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25625224eb14534c2d8cff9494c08072357e654cd4687f020e79f9a8933cb4a1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-02-02T11:52:07Z",
    "title_canon_sha256": "d26124338235945a6ad93b4e47e8c25c9c3fe5197a8c707d3f4112821ed0cd24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01339",
    "kind": "arxiv",
    "version": 2
  }
}