Pith Number

pith:VDL3SMMH

pith:2024:VDL3SMMHSON3Z5V4X6JCXXEXLI

not attested not anchored not stored refs pending

What Else Would I Like? A User Simulator using Alternatives for Improved Evaluation of Fashion Conversational Recommendation Systems

Craig Macdonald, Maria Vlachou

arxiv:2401.05783 v1 · 2024-01-11 · 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{VDL3SMMHSON3Z5V4X6JCXXEXLI}

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

A Literature Review on Simulation in Conversational Recommender Systems

Receipt and verification

First computed	2026-07-05T07:32:35.327993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8d7b93187939bbcf6bcbf922bdc975a1ba76f9b5598f30dc0859f597a217fb2

Aliases

arxiv: 2401.05783 · arxiv_version: 2401.05783v1 · doi: 10.48550/arxiv.2401.05783 · pith_short_12: VDL3SMMHSON3 · pith_short_16: VDL3SMMHSON3Z5V4 · pith_short_8: VDL3SMMH

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/VDL3SMMHSON3Z5V4X6JCXXEXLI \
  | 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: a8d7b93187939bbcf6bcbf922bdc975a1ba76f9b5598f30dc0859f597a217fb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c24960a20cfca01d1816220433d217ee3a10b698edc55e90583d8b437dc77809",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-01-11T09:37:32Z",
    "title_canon_sha256": "513ce80bf6b211c299a5217a1d594ffdff279e392e5fe676adcc29dd49e3289a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.05783",
    "kind": "arxiv",
    "version": 1
  }
}