Pith Number

pith:KMECSA5L

pith:2023:KMECSA5LFBKKX5X3MXV6PHCHJV

not attested not anchored not stored refs pending

Using a Deep Learning Model to Simulate Human Stock Trader's Methods of Chart Analysis

Jong-Kook Kim, Sungwoo Kang

arxiv:2304.14870 v3 · 2023-04-28 · q-fin.ST · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KMECSA5LFBKKX5X3MXV6PHCHJV}

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	2026-07-05T08:04:58.182445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53082903ab2854abf6fb65ebe79c474d62fa01751205d15b693401f23b09fe0d

Aliases

arxiv: 2304.14870 · arxiv_version: 2304.14870v3 · doi: 10.48550/arxiv.2304.14870 · pith_short_12: KMECSA5LFBKK · pith_short_16: KMECSA5LFBKKX5X3 · pith_short_8: KMECSA5L

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/KMECSA5LFBKKX5X3MXV6PHCHJV \
  | 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: 53082903ab2854abf6fb65ebe79c474d62fa01751205d15b693401f23b09fe0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ebe3eb161801c3d597cc42ec560aaaf8927d4ec661345db64cfe1faddd9f4c0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2023-04-28T14:27:18Z",
    "title_canon_sha256": "a7e82a562cb1f1c80b823f9bb35cd3346afca693c7a394995150a2aab387fe34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.14870",
    "kind": "arxiv",
    "version": 3
  }
}