{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:MVY2EJU6F3NRTDYRVMCLML2BRH","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":"64b41ee3c94fa8213d4c67f2bebeb0b1f0a4a920fd8bfc18c08ad71bcbaa7316","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2016-11-09T14:15:14Z","title_canon_sha256":"32cf056a42a86446041544fcf64bd6ed5ce533987fef032a1464394b4a6e72ca"},"schema_version":"1.0","source":{"id":"1611.02941","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1611.02941","created_at":"2026-05-18T00:48:09Z"},{"alias_kind":"arxiv_version","alias_value":"1611.02941v1","created_at":"2026-05-18T00:48:09Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1611.02941","created_at":"2026-05-18T00:48:09Z"},{"alias_kind":"pith_short_12","alias_value":"MVY2EJU6F3NR","created_at":"2026-05-18T12:30:32Z"},{"alias_kind":"pith_short_16","alias_value":"MVY2EJU6F3NRTDYR","created_at":"2026-05-18T12:30:32Z"},{"alias_kind":"pith_short_8","alias_value":"MVY2EJU6","created_at":"2026-05-18T12:30:32Z"}],"graph_snapshots":[{"event_id":"sha256:21a7f18402cbf9624966af569a1715e04eb897a915f4bd43d2b31136b90c0ddc","target":"graph","created_at":"2026-05-18T00:48:09Z","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":"How can we recognise social roles of people, given a completely unlabelled social network? We present a transfer learning approach to network role classification based on feature transformations from each network's local feature distribution to a global feature space. Experiments are carried out on real-world datasets. (See manuscript for the full abstract.)","authors_text":"J\\'er\\^ome Kunegis, Jun Sun, Steffen Staab","cross_cats":["stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2016-11-09T14:15:14Z","title":"Predicting User Roles in Social Networks using Transfer Learning with Feature Transformation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1611.02941","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":"sha256:38b5bfefcfe24921077e4292ebc4a94b3e1535d5ff1a8097fbd3db403ee84b2e","target":"record","created_at":"2026-05-18T00:48:09Z","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":"64b41ee3c94fa8213d4c67f2bebeb0b1f0a4a920fd8bfc18c08ad71bcbaa7316","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2016-11-09T14:15:14Z","title_canon_sha256":"32cf056a42a86446041544fcf64bd6ed5ce533987fef032a1464394b4a6e72ca"},"schema_version":"1.0","source":{"id":"1611.02941","kind":"arxiv","version":1}},"canonical_sha256":"6571a2269e2edb198f11ab04b62f4189ea0dda126a19720811809e92d1bccbff","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6571a2269e2edb198f11ab04b62f4189ea0dda126a19720811809e92d1bccbff","first_computed_at":"2026-05-18T00:48:09.434462Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:48:09.434462Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"VIo8KTia97HHw54XXQyo0+GuEZInVT4nqltQk6dbvdhpj5L9/ilG8MZAN0Si/MapI4PEd517Ke4Alx4CaAoOCA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:48:09.435006Z","signed_message":"canonical_sha256_bytes"},"source_id":"1611.02941","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:38b5bfefcfe24921077e4292ebc4a94b3e1535d5ff1a8097fbd3db403ee84b2e","sha256:21a7f18402cbf9624966af569a1715e04eb897a915f4bd43d2b31136b90c0ddc"],"state_sha256":"6b3546bac2c0c7f50b7485c98496ba9df6241293f400a6853415e74c55687d8d"}