{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:G44FXI3MVETVEU5GQZG2CWWTPN","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":"3d99da791a9920609f2e34515cde5380d9783cb2c32d545377aae45d69455bd1","cross_cats_sorted":["cs.GR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2022-09-04T11:46:02Z","title_canon_sha256":"72c94163bc71c3db40bccd23932f05aa5b72d10a4158038cd78a0c5028b0b31e"},"schema_version":"1.0","source":{"id":"2209.01599","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2209.01599","created_at":"2026-07-05T06:26:42Z"},{"alias_kind":"arxiv_version","alias_value":"2209.01599v2","created_at":"2026-07-05T06:26:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2209.01599","created_at":"2026-07-05T06:26:42Z"},{"alias_kind":"pith_short_12","alias_value":"G44FXI3MVETV","created_at":"2026-07-05T06:26:42Z"},{"alias_kind":"pith_short_16","alias_value":"G44FXI3MVETVEU5G","created_at":"2026-07-05T06:26:42Z"},{"alias_kind":"pith_short_8","alias_value":"G44FXI3M","created_at":"2026-07-05T06:26:42Z"}],"graph_snapshots":[{"event_id":"sha256:1bc473902cc9e77e16bc36dcfc3901a5cf744440ff74cdd22a534dc86dd02800","target":"graph","created_at":"2026-07-05T06:26:42Z","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/2209.01599/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Dashboards, which comprise multiple views on a single display, help analyze and communicate multiple perspectives of data simultaneously. However, creating effective and elegant dashboards is challenging since it requires careful and logical arrangement and coordination of multiple visualizations. To solve the problem, we propose a data-driven approach for mining design rules from dashboards and automating dashboard organization. Specifically, we focus on two prominent aspects of the organization: arrangement, which describes the position, size, and layout of each view in the display space; an","authors_text":"Aoyu Wu, Haotian Li, Huamin Qu, Yanna Lin, Yong Wang","cross_cats":["cs.GR"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2022-09-04T11:46:02Z","title":"DMiner: Dashboard Design Mining and Recommendation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2209.01599","kind":"arxiv","version":2},"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:a62a4eae32c7325c2eaf2753cc13858e2f6c5a5f73a9166524f2ee6c661735f5","target":"record","created_at":"2026-07-05T06:26:42Z","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":"3d99da791a9920609f2e34515cde5380d9783cb2c32d545377aae45d69455bd1","cross_cats_sorted":["cs.GR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2022-09-04T11:46:02Z","title_canon_sha256":"72c94163bc71c3db40bccd23932f05aa5b72d10a4158038cd78a0c5028b0b31e"},"schema_version":"1.0","source":{"id":"2209.01599","kind":"arxiv","version":2}},"canonical_sha256":"37385ba36ca9275253a6864da15ad37b5277abf5351bccec49b81cf138c808e8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"37385ba36ca9275253a6864da15ad37b5277abf5351bccec49b81cf138c808e8","first_computed_at":"2026-07-05T06:26:42.333717Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:26:42.333717Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"XKHZbFvP7zMxmXk6jCneNzLm2NyqEraQuArWU9BD4M2U2MXZRK+ZLhfc4gSyeE62Ke2agi2fVGh9Wdvdj2YvCA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:26:42.334181Z","signed_message":"canonical_sha256_bytes"},"source_id":"2209.01599","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a62a4eae32c7325c2eaf2753cc13858e2f6c5a5f73a9166524f2ee6c661735f5","sha256:1bc473902cc9e77e16bc36dcfc3901a5cf744440ff74cdd22a534dc86dd02800"],"state_sha256":"fdb50f85ead6596185b5352eb16cde6a468f9f0d8aa6b992e8bb380984f2e931"}