{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2017:AVIBUHZYZFZIITNOLCE4SBI4I6","short_pith_number":"pith:AVIBUHZY","canonical_record":{"source":{"id":"1707.04828","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-07-16T06:20:19Z","cross_cats_sorted":[],"title_canon_sha256":"c8a1e040b1b0bdac29df6a9cc0db75af1cba16917a3c10e166e8eb2cc63ca2a6","abstract_canon_sha256":"58194bed526eb06cef364eb8d5a88736de1c4eb6279303688f949334150873bb"},"schema_version":"1.0"},"canonical_sha256":"05501a1f38c972844dae5889c9051c479367cf273221f9d340cac2c2bac92548","source":{"kind":"arxiv","id":"1707.04828","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1707.04828","created_at":"2026-05-17T23:48:46Z"},{"alias_kind":"arxiv_version","alias_value":"1707.04828v1","created_at":"2026-05-17T23:48:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1707.04828","created_at":"2026-05-17T23:48:46Z"},{"alias_kind":"pith_short_12","alias_value":"AVIBUHZYZFZI","created_at":"2026-05-18T12:31:08Z"},{"alias_kind":"pith_short_16","alias_value":"AVIBUHZYZFZIITNO","created_at":"2026-05-18T12:31:08Z"},{"alias_kind":"pith_short_8","alias_value":"AVIBUHZY","created_at":"2026-05-18T12:31:08Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2017:AVIBUHZYZFZIITNOLCE4SBI4I6","target":"record","payload":{"canonical_record":{"source":{"id":"1707.04828","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-07-16T06:20:19Z","cross_cats_sorted":[],"title_canon_sha256":"c8a1e040b1b0bdac29df6a9cc0db75af1cba16917a3c10e166e8eb2cc63ca2a6","abstract_canon_sha256":"58194bed526eb06cef364eb8d5a88736de1c4eb6279303688f949334150873bb"},"schema_version":"1.0"},"canonical_sha256":"05501a1f38c972844dae5889c9051c479367cf273221f9d340cac2c2bac92548","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:48:46.092580Z","signature_b64":"dJ7ck/vcLbazgqKKwRuhGftK8If+XqMjZkR6r3wMEww6B1rYAV9XE3nJd6YOR0k9PE56oS+LYoEtu/mueFzWAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"05501a1f38c972844dae5889c9051c479367cf273221f9d340cac2c2bac92548","last_reissued_at":"2026-05-17T23:48:46.091447Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:48:46.091447Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1707.04828","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":"2026-05-17T23:48:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"aZRHiC9beO+mfJHYj5k22EhGA7YhqGvy5hWGmz9IJ7r9itiUGtN/Ob8UJucayfSxOzTfv0eaFe3X3Jp5+gCUBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-28T19:09:27.287658Z"},"content_sha256":"dab7bb9911c2cb3888ea4ad6134ec9460c0a4cb9739d017cc2e552518d0489b1","schema_version":"1.0","event_id":"sha256:dab7bb9911c2cb3888ea4ad6134ec9460c0a4cb9739d017cc2e552518d0489b1"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2017:AVIBUHZYZFZIITNOLCE4SBI4I6","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"FML-based Dynamic Assessment Agent for Human-Machine Cooperative System on Game of Go","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Chang-Shing Lee, Chia-Hsiu Kao, Chun-Hsun Chou, Mei-Hui Wang, Nan Shuo, Naoyuki Kubota, Pi-Hsia Hung, Ping-Chiang Chou, Sheng-Chi Yang, Su-Wei Lin","submitted_at":"2017-07-16T06:20:19Z","abstract_excerpt":"In this paper, we demonstrate the application of Fuzzy Markup Language (FML) to construct an FML-based Dynamic Assessment Agent (FDAA), and we present an FML-based Human-Machine Cooperative System (FHMCS) for the game of Go. The proposed FDAA comprises an intelligent decision-making and learning mechanism, an intelligent game bot, a proximal development agent, and an intelligent agent. The intelligent game bot is based on the open-source code of Facebook Darkforest, and it features a representational state transfer application programming interface mechanism. The proximal development agent con"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1707.04828","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":""},"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":"2026-05-17T23:48:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KAERqR0uXNRuHTt3O92pzQdtKdJmhYHwU41m4c5+H+yWpA7yEiAeE0/KAsQRTpeX9vQKglBvx9HTZ4OMhgn+Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-28T19:09:27.288304Z"},"content_sha256":"ca7aed9970d54640f0c998ed604b97bd3ced090d2f3cc81465f26a67971b20e9","schema_version":"1.0","event_id":"sha256:ca7aed9970d54640f0c998ed604b97bd3ced090d2f3cc81465f26a67971b20e9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/AVIBUHZYZFZIITNOLCE4SBI4I6/bundle.json","state_url":"https://pith.science/pith/AVIBUHZYZFZIITNOLCE4SBI4I6/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/AVIBUHZYZFZIITNOLCE4SBI4I6/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":"2026-05-28T19:09:27Z","links":{"resolver":"https://pith.science/pith/AVIBUHZYZFZIITNOLCE4SBI4I6","bundle":"https://pith.science/pith/AVIBUHZYZFZIITNOLCE4SBI4I6/bundle.json","state":"https://pith.science/pith/AVIBUHZYZFZIITNOLCE4SBI4I6/state.json","well_known_bundle":"https://pith.science/.well-known/pith/AVIBUHZYZFZIITNOLCE4SBI4I6/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:AVIBUHZYZFZIITNOLCE4SBI4I6","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":"58194bed526eb06cef364eb8d5a88736de1c4eb6279303688f949334150873bb","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-07-16T06:20:19Z","title_canon_sha256":"c8a1e040b1b0bdac29df6a9cc0db75af1cba16917a3c10e166e8eb2cc63ca2a6"},"schema_version":"1.0","source":{"id":"1707.04828","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1707.04828","created_at":"2026-05-17T23:48:46Z"},{"alias_kind":"arxiv_version","alias_value":"1707.04828v1","created_at":"2026-05-17T23:48:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1707.04828","created_at":"2026-05-17T23:48:46Z"},{"alias_kind":"pith_short_12","alias_value":"AVIBUHZYZFZI","created_at":"2026-05-18T12:31:08Z"},{"alias_kind":"pith_short_16","alias_value":"AVIBUHZYZFZIITNO","created_at":"2026-05-18T12:31:08Z"},{"alias_kind":"pith_short_8","alias_value":"AVIBUHZY","created_at":"2026-05-18T12:31:08Z"}],"graph_snapshots":[{"event_id":"sha256:ca7aed9970d54640f0c998ed604b97bd3ced090d2f3cc81465f26a67971b20e9","target":"graph","created_at":"2026-05-17T23:48:46Z","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"},"paper":{"abstract_excerpt":"In this paper, we demonstrate the application of Fuzzy Markup Language (FML) to construct an FML-based Dynamic Assessment Agent (FDAA), and we present an FML-based Human-Machine Cooperative System (FHMCS) for the game of Go. The proposed FDAA comprises an intelligent decision-making and learning mechanism, an intelligent game bot, a proximal development agent, and an intelligent agent. The intelligent game bot is based on the open-source code of Facebook Darkforest, and it features a representational state transfer application programming interface mechanism. The proximal development agent con","authors_text":"Chang-Shing Lee, Chia-Hsiu Kao, Chun-Hsun Chou, Mei-Hui Wang, Nan Shuo, Naoyuki Kubota, Pi-Hsia Hung, Ping-Chiang Chou, Sheng-Chi Yang, Su-Wei Lin","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-07-16T06:20:19Z","title":"FML-based Dynamic Assessment Agent for Human-Machine Cooperative System on Game of Go"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1707.04828","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:dab7bb9911c2cb3888ea4ad6134ec9460c0a4cb9739d017cc2e552518d0489b1","target":"record","created_at":"2026-05-17T23:48:46Z","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":"58194bed526eb06cef364eb8d5a88736de1c4eb6279303688f949334150873bb","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-07-16T06:20:19Z","title_canon_sha256":"c8a1e040b1b0bdac29df6a9cc0db75af1cba16917a3c10e166e8eb2cc63ca2a6"},"schema_version":"1.0","source":{"id":"1707.04828","kind":"arxiv","version":1}},"canonical_sha256":"05501a1f38c972844dae5889c9051c479367cf273221f9d340cac2c2bac92548","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"05501a1f38c972844dae5889c9051c479367cf273221f9d340cac2c2bac92548","first_computed_at":"2026-05-17T23:48:46.091447Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:48:46.091447Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"dJ7ck/vcLbazgqKKwRuhGftK8If+XqMjZkR6r3wMEww6B1rYAV9XE3nJd6YOR0k9PE56oS+LYoEtu/mueFzWAA==","signature_status":"signed_v1","signed_at":"2026-05-17T23:48:46.092580Z","signed_message":"canonical_sha256_bytes"},"source_id":"1707.04828","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:dab7bb9911c2cb3888ea4ad6134ec9460c0a4cb9739d017cc2e552518d0489b1","sha256:ca7aed9970d54640f0c998ed604b97bd3ced090d2f3cc81465f26a67971b20e9"],"state_sha256":"a0fed741d3f4716f1d2532beb3081876c6268270c5788ae6852bb63865b54d0e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IgKxFtM34XdAz7pQrEJNy2Mi1kvAYXYVAlpKw0RXOif7sockBjz7/0ZJ9GBbV9yXxWB75LeDLralJhONMs/VDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-28T19:09:27.291451Z","bundle_sha256":"045ba920c077d889d79bf7b48705c9fe7d75f6d80c8d64552eeac21070afb2ef"}}