Pith Number

pith:F2MAFB5X

pith:2025:F2MAFB5X7MTGZY2OAUTORDBBUM

not attested not anchored not stored refs pending

Understanding User Preferences for Interaction Styles in Conversational Recommender Systems: The Predictive Role of System Qualities, User Experience, and Traits

A. Baki Kocaballi, Mukesh Prasad, Raj Mahmud, Shlomo Berkovsky

arxiv:2508.02328 v1 · 2025-08-04 · cs.HC · cs.CL · 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{F2MAFB5X7MTGZY2OAUTORDBBUM}

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	2026-07-05T11:48:12.539587Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e980287b7fb266ce34e0526e88c21a32ac642e6f2da295ed921b5e624e037d9

Aliases

arxiv: 2508.02328 · arxiv_version: 2508.02328v1 · doi: 10.48550/arxiv.2508.02328 · pith_short_12: F2MAFB5X7MTG · pith_short_16: F2MAFB5X7MTGZY2O · pith_short_8: F2MAFB5X

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/F2MAFB5X7MTGZY2OAUTORDBBUM \
  | 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: 2e980287b7fb266ce34e0526e88c21a32ac642e6f2da295ed921b5e624e037d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37ba71a971099a88d43ecfd26d769664cd93532482b62a7bbe43008a605f62ab",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-08-04T11:56:47Z",
    "title_canon_sha256": "aa99281c11a03acbb8fb1e0ac4301a6c5a248a288e482cce74e40d2b8d23477b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02328",
    "kind": "arxiv",
    "version": 1
  }
}