Pith Number

pith:WTVKBR5R

pith:2022:WTVKBR5RDUYNLGS4HBDMV76CCN

not attested not anchored not stored refs pending

Stock Market Prediction via Deep Learning Techniques: A Survey

Ehsan Abbasnejad, Haiyao Cao, Javen Qinfeng Shi, Jinan Zou, Lingqiao Liu, Qingsen Yan, Qingying Zhao, Yang Jiao, Yanxi Liu

arxiv:2212.12717 v2 · 2022-12-24 · q-fin.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WTVKBR5RDUYNLGS4HBDMV76CCN}

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

3 papers in Pith

FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting

Stock Market Prediction Using Node Transformer Architecture Integrated with BERT Sentiment Analysis

Receipt and verification

First computed	2026-07-05T05:40:10.584590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4eaa0c7b11d30d59a5c3846caffc2137bc0ca164af51490a40e6fbc1b34942e

Aliases

arxiv: 2212.12717 · arxiv_version: 2212.12717v2 · doi: 10.48550/arxiv.2212.12717 · pith_short_12: WTVKBR5RDUYN · pith_short_16: WTVKBR5RDUYNLGS4 · pith_short_8: WTVKBR5R

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/WTVKBR5RDUYNLGS4HBDMV76CCN \
  | 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: b4eaa0c7b11d30d59a5c3846caffc2137bc0ca164af51490a40e6fbc1b34942e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f58c40edbf00badf80c3e2eeec566bb887dae6d28cbe1aa1247e157b6a008a3f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.GN",
    "submitted_at": "2022-12-24T11:32:17Z",
    "title_canon_sha256": "c7532657f6fbd8a5458ae4556e2648d4e9449da967edca4e976abeac3df96f11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.12717",
    "kind": "arxiv",
    "version": 2
  }
}