{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2018:RAK7SKZTA4DDT6KBZI36WT7YMQ","short_pith_number":"pith:RAK7SKZT","canonical_record":{"source":{"id":"1810.11078","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-10-25T19:29:46Z","cross_cats_sorted":[],"title_canon_sha256":"e90a4f272aa2a92517671228d43a1f5bbd3641793e46e8216284a19b9e968679","abstract_canon_sha256":"4a8c537fb4ffa93d5477621176b7a9642b590bb433cd249dc565aa07fd83bc11"},"schema_version":"1.0"},"canonical_sha256":"8815f92b33070639f941ca37eb4ff8641745f6656b319a94d5efdf969ef4191f","source":{"kind":"arxiv","id":"1810.11078","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1810.11078","created_at":"2026-05-18T00:02:15Z"},{"alias_kind":"arxiv_version","alias_value":"1810.11078v1","created_at":"2026-05-18T00:02:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1810.11078","created_at":"2026-05-18T00:02:15Z"},{"alias_kind":"pith_short_12","alias_value":"RAK7SKZTA4DD","created_at":"2026-05-18T12:32:50Z"},{"alias_kind":"pith_short_16","alias_value":"RAK7SKZTA4DDT6KB","created_at":"2026-05-18T12:32:50Z"},{"alias_kind":"pith_short_8","alias_value":"RAK7SKZT","created_at":"2026-05-18T12:32:50Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2018:RAK7SKZTA4DDT6KBZI36WT7YMQ","target":"record","payload":{"canonical_record":{"source":{"id":"1810.11078","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-10-25T19:29:46Z","cross_cats_sorted":[],"title_canon_sha256":"e90a4f272aa2a92517671228d43a1f5bbd3641793e46e8216284a19b9e968679","abstract_canon_sha256":"4a8c537fb4ffa93d5477621176b7a9642b590bb433cd249dc565aa07fd83bc11"},"schema_version":"1.0"},"canonical_sha256":"8815f92b33070639f941ca37eb4ff8641745f6656b319a94d5efdf969ef4191f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:02:15.271105Z","signature_b64":"8Rsi0ZVZG/BxztLAbc+VVUGqYHtQz+zNcjRxGDJf9MRZiP0Y0EqgmeT+2GRLVB+HRbnNbdP0myItxnfH3ldLDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8815f92b33070639f941ca37eb4ff8641745f6656b319a94d5efdf969ef4191f","last_reissued_at":"2026-05-18T00:02:15.270448Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:02:15.270448Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1810.11078","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":"2026-05-18T00:02:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MIAGHAFW9+JqeRtxkUpgWTwEpzQIZOb2+qT38fc59vN93SO/qmqhAVcQpiEWmxJJAfFYZr8Fvd4Jwt5eUmpoBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-06T08:12:22.699480Z"},"content_sha256":"eda49707db3f24c988f58d899f47ccf10fba5181657b5fe557ae52db0000aab4","schema_version":"1.0","event_id":"sha256:eda49707db3f24c988f58d899f47ccf10fba5181657b5fe557ae52db0000aab4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2018:RAK7SKZTA4DDT6KBZI36WT7YMQ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Generalised framework for multi-criteria method selection","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Artur Karczmarczyk, Jaros{\\l}aw Jankowski, Jaros{\\l}aw W\\k{a}tr\\'obski, Magdalena Zio{\\l}o, Pawe{\\l} Ziemba","submitted_at":"2018-10-25T19:29:46Z","abstract_excerpt":"Multi-Criteria Decision Analysis (MCDA) methods are widely used in various fields and disciplines. While most of the research has been focused on the development and improvement of new MCDA methods, relatively limited attention has been paid to their appropriate selection for the given decision problem. Their improper application decreases the quality of recommendations, as different MCDA methods deliver inconsistent results. The current paper presents a methodological and practical framework for selecting suitable MCDA methods for a particular decision situation. A set of 56 available MCDA me"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1810.11078","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":"2026-05-18T00:02:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Mi6UzE2zJ5E5L//ZmXWEfjWEIWm7l2yXthzLgW74/Bt/lZmaeKh9ToIEJx2V3fLP0SJiNFuIKUUdnLBszAMsBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-06T08:12:22.700166Z"},"content_sha256":"fe21ede8af30862498f9fe2abb7335db9f1e6a10a0208dcd33efa24449355d1d","schema_version":"1.0","event_id":"sha256:fe21ede8af30862498f9fe2abb7335db9f1e6a10a0208dcd33efa24449355d1d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RAK7SKZTA4DDT6KBZI36WT7YMQ/bundle.json","state_url":"https://pith.science/pith/RAK7SKZTA4DDT6KBZI36WT7YMQ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RAK7SKZTA4DDT6KBZI36WT7YMQ/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":"2026-06-06T08:12:22Z","links":{"resolver":"https://pith.science/pith/RAK7SKZTA4DDT6KBZI36WT7YMQ","bundle":"https://pith.science/pith/RAK7SKZTA4DDT6KBZI36WT7YMQ/bundle.json","state":"https://pith.science/pith/RAK7SKZTA4DDT6KBZI36WT7YMQ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RAK7SKZTA4DDT6KBZI36WT7YMQ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:RAK7SKZTA4DDT6KBZI36WT7YMQ","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":"4a8c537fb4ffa93d5477621176b7a9642b590bb433cd249dc565aa07fd83bc11","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-10-25T19:29:46Z","title_canon_sha256":"e90a4f272aa2a92517671228d43a1f5bbd3641793e46e8216284a19b9e968679"},"schema_version":"1.0","source":{"id":"1810.11078","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1810.11078","created_at":"2026-05-18T00:02:15Z"},{"alias_kind":"arxiv_version","alias_value":"1810.11078v1","created_at":"2026-05-18T00:02:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1810.11078","created_at":"2026-05-18T00:02:15Z"},{"alias_kind":"pith_short_12","alias_value":"RAK7SKZTA4DD","created_at":"2026-05-18T12:32:50Z"},{"alias_kind":"pith_short_16","alias_value":"RAK7SKZTA4DDT6KB","created_at":"2026-05-18T12:32:50Z"},{"alias_kind":"pith_short_8","alias_value":"RAK7SKZT","created_at":"2026-05-18T12:32:50Z"}],"graph_snapshots":[{"event_id":"sha256:fe21ede8af30862498f9fe2abb7335db9f1e6a10a0208dcd33efa24449355d1d","target":"graph","created_at":"2026-05-18T00:02:15Z","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":"Multi-Criteria Decision Analysis (MCDA) methods are widely used in various fields and disciplines. While most of the research has been focused on the development and improvement of new MCDA methods, relatively limited attention has been paid to their appropriate selection for the given decision problem. Their improper application decreases the quality of recommendations, as different MCDA methods deliver inconsistent results. The current paper presents a methodological and practical framework for selecting suitable MCDA methods for a particular decision situation. A set of 56 available MCDA me","authors_text":"Artur Karczmarczyk, Jaros{\\l}aw Jankowski, Jaros{\\l}aw W\\k{a}tr\\'obski, Magdalena Zio{\\l}o, Pawe{\\l} Ziemba","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-10-25T19:29:46Z","title":"Generalised framework for multi-criteria method selection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1810.11078","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:eda49707db3f24c988f58d899f47ccf10fba5181657b5fe557ae52db0000aab4","target":"record","created_at":"2026-05-18T00:02:15Z","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":"4a8c537fb4ffa93d5477621176b7a9642b590bb433cd249dc565aa07fd83bc11","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-10-25T19:29:46Z","title_canon_sha256":"e90a4f272aa2a92517671228d43a1f5bbd3641793e46e8216284a19b9e968679"},"schema_version":"1.0","source":{"id":"1810.11078","kind":"arxiv","version":1}},"canonical_sha256":"8815f92b33070639f941ca37eb4ff8641745f6656b319a94d5efdf969ef4191f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8815f92b33070639f941ca37eb4ff8641745f6656b319a94d5efdf969ef4191f","first_computed_at":"2026-05-18T00:02:15.270448Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:02:15.270448Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8Rsi0ZVZG/BxztLAbc+VVUGqYHtQz+zNcjRxGDJf9MRZiP0Y0EqgmeT+2GRLVB+HRbnNbdP0myItxnfH3ldLDA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:02:15.271105Z","signed_message":"canonical_sha256_bytes"},"source_id":"1810.11078","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:eda49707db3f24c988f58d899f47ccf10fba5181657b5fe557ae52db0000aab4","sha256:fe21ede8af30862498f9fe2abb7335db9f1e6a10a0208dcd33efa24449355d1d"],"state_sha256":"f549652bab04126f53205012ebfcbb0d75c8717054103ab8535f663df3b64ac2"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"afAS534zyrTwumuSIu1zlrn+0J7l6STyFO3nfylqrxy2qjxTSCbYjT1p0HuIymmd3FwLs/unc/n/e+9DjfYZBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-06T08:12:22.704486Z","bundle_sha256":"7158f44d82e2d985fc2a1f8ebe75246efb6d0271c764fbbdd6c22322cd838fe9"}}