Pith Number

pith:KLDCIM3R

pith:2024:KLDCIM3R6FDOHZ2TOKXPG7KOCG

not attested not anchored not stored refs pending

Analysis of Financial Risk Behavior Prediction Using Deep Learning and Big Data Algorithms

Ao Xiang, Haowei Yang, Shuaishuai Huang, Yuanshuai Luo, Zhan Cheng, Zhaoyang Zhang

arxiv:2410.19394 v2 · 2024-10-25 · cs.LG · 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{KLDCIM3R6FDOHZ2TOKXPG7KOCG}

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	2026-07-05T09:53:06.747352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52c6243371f146e3e75372aef37d4e11afae9a9093059ef6b54e965f18af2b74

Aliases

arxiv: 2410.19394 · arxiv_version: 2410.19394v2 · doi: 10.48550/arxiv.2410.19394 · pith_short_12: KLDCIM3R6FDO · pith_short_16: KLDCIM3R6FDOHZ2T · pith_short_8: KLDCIM3R

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/KLDCIM3R6FDOHZ2TOKXPG7KOCG \
  | 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: 52c6243371f146e3e75372aef37d4e11afae9a9093059ef6b54e965f18af2b74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4878ee333eb2f4ddb96705d29410ec329d8690517f05aaf93209a9688ad3207",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-25T08:52:04Z",
    "title_canon_sha256": "268dc09b9b19479f5dbfaf2de99b07758b186401e599f5d4448a393192512525"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19394",
    "kind": "arxiv",
    "version": 2
  }
}