Pith. sign in
Pith Number

pith:I7W5IVCW

pith:2021:I7W5IVCWA57532LES2CLJDY5OE
not attested not anchored not stored refs pending

Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior

Fakhri Karray, Haya Elayan, Moayad Aloqaily, Mohsen Guizani

arxiv:2109.07239 v2 · 2021-09-15 · cs.DC · cs.AI · cs.CY · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{I7W5IVCWA57532LES2CLJDY5OE}

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 2026-07-05T04:22:16.930842Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

47edd45456077fdde9649684b48f1d71208fbf4b444360c5ea6bc60c36208937

Aliases

arxiv: 2109.07239 · arxiv_version: 2109.07239v2 · doi: 10.48550/arxiv.2109.07239 · pith_short_12: I7W5IVCWA575 · pith_short_16: I7W5IVCWA57532LE · pith_short_8: I7W5IVCW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/I7W5IVCWA57532LES2CLJDY5OE \
  | 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: 47edd45456077fdde9649684b48f1d71208fbf4b444360c5ea6bc60c36208937
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f5171e57a37354a8850831818ff10a56bfef11e1215f7f5a40ab9274a1b2fc02",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2021-09-15T12:16:11Z",
    "title_canon_sha256": "68e9563de8088bd98e0a55ff8d8b4c61c5bf53ee4ede2fe0fe6e71e201e1e50c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.07239",
    "kind": "arxiv",
    "version": 2
  }
}