{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:R2MKHWOKYJMRGHW2VR3HZXJZWD","short_pith_number":"pith:R2MKHWOK","canonical_record":{"source":{"id":"2202.04466","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2022-02-09T13:52:42Z","cross_cats_sorted":["cs.CV","cs.HC","cs.LG"],"title_canon_sha256":"9c7b4877ef09bd5a6262895edaaa21e8db51910563165a33b18bdf84416c68ad","abstract_canon_sha256":"732a036c2611acaaf96e93f5e2896ab2acc6594d1e3b8e55168025b0a2b53160"},"schema_version":"1.0"},"canonical_sha256":"8e98a3d9cac259131edaac767cdd39b0de5679da8e20ed81266586f05d1c6270","source":{"kind":"arxiv","id":"2202.04466","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2202.04466","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"arxiv_version","alias_value":"2202.04466v1","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2202.04466","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"pith_short_12","alias_value":"R2MKHWOKYJMR","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"pith_short_16","alias_value":"R2MKHWOKYJMRGHW2","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"pith_short_8","alias_value":"R2MKHWOK","created_at":"2026-07-05T03:55:37Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:R2MKHWOKYJMRGHW2VR3HZXJZWD","target":"record","payload":{"canonical_record":{"source":{"id":"2202.04466","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2022-02-09T13:52:42Z","cross_cats_sorted":["cs.CV","cs.HC","cs.LG"],"title_canon_sha256":"9c7b4877ef09bd5a6262895edaaa21e8db51910563165a33b18bdf84416c68ad","abstract_canon_sha256":"732a036c2611acaaf96e93f5e2896ab2acc6594d1e3b8e55168025b0a2b53160"},"schema_version":"1.0"},"canonical_sha256":"8e98a3d9cac259131edaac767cdd39b0de5679da8e20ed81266586f05d1c6270","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T03:55:37.887618Z","signature_b64":"Bq2zEPGvNEyvXoyU0mLs6gfy2dboINE79NA6TOsrj5WkGil+TlyU5g+rvbVyoABuivYaT7DaJ5FGUnK/JH79Dw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8e98a3d9cac259131edaac767cdd39b0de5679da8e20ed81266586f05d1c6270","last_reissued_at":"2026-07-05T03:55:37.887207Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T03:55:37.887207Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2202.04466","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T03:55:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"w5DSwtuabWItwMgv5JFwJgmh94fiv74d0GVji40eDPc3FB1QZvgGBu1g0Y7Q3O16j8cHizBdb2aI10iB48uOBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-31T19:47:41.542113Z"},"content_sha256":"f38f939c9bdd7f538b6a60712d3592a680eb35a2636b2d293ebdbdb7b0294393","schema_version":"1.0","event_id":"sha256:f38f939c9bdd7f538b6a60712d3592a680eb35a2636b2d293ebdbdb7b0294393"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:R2MKHWOKYJMRGHW2VR3HZXJZWD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Predicting the intended action using internal simulation of perception","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.CV","cs.HC","cs.LG"],"primary_cat":"cs.AI","authors_text":"Zahra Gharaee","submitted_at":"2022-02-09T13:52:42Z","abstract_excerpt":"This article proposes an architecture, which allows the prediction of intention by internally simulating perceptual states represented by action pattern vectors. To this end, associative self-organising neural networks (A-SOM) is utilised to build a hierarchical cognitive architecture for recognition and simulation of the skeleton based human actions. The abilities of the proposed architecture in recognising and predicting actions is evaluated in experiments using three different datasets of 3D actions. Based on the experiments of this article, applying internally simulated perceptual states r"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2202.04466","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2202.04466/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T03:55:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1h0iEfekr480K5frBD/cldVPH4ZoQgyuRw1CsqwU9ELYh1Nc+DPJzxEw2R7Br6RXiWHwrXPGSiHsYMNz0B9DDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-31T19:47:41.542630Z"},"content_sha256":"5a94d18924de02af830a0e40a8a1b35747e0aa91b5c0f2fda4b79e6c8f88ea3c","schema_version":"1.0","event_id":"sha256:5a94d18924de02af830a0e40a8a1b35747e0aa91b5c0f2fda4b79e6c8f88ea3c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/R2MKHWOKYJMRGHW2VR3HZXJZWD/bundle.json","state_url":"https://pith.science/pith/R2MKHWOKYJMRGHW2VR3HZXJZWD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/R2MKHWOKYJMRGHW2VR3HZXJZWD/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-31T19:47:41Z","links":{"resolver":"https://pith.science/pith/R2MKHWOKYJMRGHW2VR3HZXJZWD","bundle":"https://pith.science/pith/R2MKHWOKYJMRGHW2VR3HZXJZWD/bundle.json","state":"https://pith.science/pith/R2MKHWOKYJMRGHW2VR3HZXJZWD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/R2MKHWOKYJMRGHW2VR3HZXJZWD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:R2MKHWOKYJMRGHW2VR3HZXJZWD","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"732a036c2611acaaf96e93f5e2896ab2acc6594d1e3b8e55168025b0a2b53160","cross_cats_sorted":["cs.CV","cs.HC","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2022-02-09T13:52:42Z","title_canon_sha256":"9c7b4877ef09bd5a6262895edaaa21e8db51910563165a33b18bdf84416c68ad"},"schema_version":"1.0","source":{"id":"2202.04466","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2202.04466","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"arxiv_version","alias_value":"2202.04466v1","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2202.04466","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"pith_short_12","alias_value":"R2MKHWOKYJMR","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"pith_short_16","alias_value":"R2MKHWOKYJMRGHW2","created_at":"2026-07-05T03:55:37Z"},{"alias_kind":"pith_short_8","alias_value":"R2MKHWOK","created_at":"2026-07-05T03:55:37Z"}],"graph_snapshots":[{"event_id":"sha256:5a94d18924de02af830a0e40a8a1b35747e0aa91b5c0f2fda4b79e6c8f88ea3c","target":"graph","created_at":"2026-07-05T03:55:37Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2202.04466/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This article proposes an architecture, which allows the prediction of intention by internally simulating perceptual states represented by action pattern vectors. To this end, associative self-organising neural networks (A-SOM) is utilised to build a hierarchical cognitive architecture for recognition and simulation of the skeleton based human actions. The abilities of the proposed architecture in recognising and predicting actions is evaluated in experiments using three different datasets of 3D actions. Based on the experiments of this article, applying internally simulated perceptual states r","authors_text":"Zahra Gharaee","cross_cats":["cs.CV","cs.HC","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2022-02-09T13:52:42Z","title":"Predicting the intended action using internal simulation of perception"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2202.04466","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:f38f939c9bdd7f538b6a60712d3592a680eb35a2636b2d293ebdbdb7b0294393","target":"record","created_at":"2026-07-05T03:55:37Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"732a036c2611acaaf96e93f5e2896ab2acc6594d1e3b8e55168025b0a2b53160","cross_cats_sorted":["cs.CV","cs.HC","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2022-02-09T13:52:42Z","title_canon_sha256":"9c7b4877ef09bd5a6262895edaaa21e8db51910563165a33b18bdf84416c68ad"},"schema_version":"1.0","source":{"id":"2202.04466","kind":"arxiv","version":1}},"canonical_sha256":"8e98a3d9cac259131edaac767cdd39b0de5679da8e20ed81266586f05d1c6270","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8e98a3d9cac259131edaac767cdd39b0de5679da8e20ed81266586f05d1c6270","first_computed_at":"2026-07-05T03:55:37.887207Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:55:37.887207Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Bq2zEPGvNEyvXoyU0mLs6gfy2dboINE79NA6TOsrj5WkGil+TlyU5g+rvbVyoABuivYaT7DaJ5FGUnK/JH79Dw==","signature_status":"signed_v1","signed_at":"2026-07-05T03:55:37.887618Z","signed_message":"canonical_sha256_bytes"},"source_id":"2202.04466","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f38f939c9bdd7f538b6a60712d3592a680eb35a2636b2d293ebdbdb7b0294393","sha256:5a94d18924de02af830a0e40a8a1b35747e0aa91b5c0f2fda4b79e6c8f88ea3c"],"state_sha256":"c14ba19fa7dc81f241436182693c193cf3e675e9bee5964d7e6ba97b417880f7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4YvFtpr1LkdAG8apWmOTMme5Mav90DGGGwhPP2WcchAXdL9bhwoZBbj6GhpHg1JWRFDmrkiOg1S+GPV4npqiDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-31T19:47:41.546733Z","bundle_sha256":"343985f546cee9deee77e3341c857455ac7df3c4940f83cc64361ad631238de7"}}