{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","short_pith_number":"pith:QUSU6KEJ","canonical_record":{"source":{"id":"2607.29360","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-07-31T12:49:05Z","cross_cats_sorted":[],"title_canon_sha256":"d9979a486c7828ef1a15efb88e4ff268fdcfabef347d6098809719ee600052b9","abstract_canon_sha256":"30e279e33f4d63ee7847c484e40bcee3649f5137057d5f0c3166cb38fd4a68a2"},"schema_version":"1.0"},"canonical_sha256":"85254f28894bf9d4d9a230d00cad201758394d01affef5981bee4d1cf5717864","source":{"kind":"arxiv","id":"2607.29360","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.29360","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"arxiv_version","alias_value":"2607.29360v1","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.29360","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"pith_short_12","alias_value":"QUSU6KEJJP45","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"pith_short_16","alias_value":"QUSU6KEJJP45JWNC","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"pith_short_8","alias_value":"QUSU6KEJ","created_at":"2026-08-03T01:33:16Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","target":"record","payload":{"canonical_record":{"source":{"id":"2607.29360","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-07-31T12:49:05Z","cross_cats_sorted":[],"title_canon_sha256":"d9979a486c7828ef1a15efb88e4ff268fdcfabef347d6098809719ee600052b9","abstract_canon_sha256":"30e279e33f4d63ee7847c484e40bcee3649f5137057d5f0c3166cb38fd4a68a2"},"schema_version":"1.0"},"canonical_sha256":"85254f28894bf9d4d9a230d00cad201758394d01affef5981bee4d1cf5717864","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-03T01:33:16.011129Z","signature_b64":"t3GRIWWiH8hr574E90k2B9/C8MxKl5a+E6ka26t8Gd2P+8jVR3JAjFFACxjdbXzXM25E1u8u2WWUfqK56I2mCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"85254f28894bf9d4d9a230d00cad201758394d01affef5981bee4d1cf5717864","last_reissued_at":"2026-08-03T01:33:16.009477Z","signature_status":"signed_v1","first_computed_at":"2026-08-03T01:33:16.009477Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.29360","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":"2026-08-03T01:33:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EBg5Xhazu34TdIrrrHGazHWASy9sP+O/oArwQczuMvv9rJ1HDgF18s04MzPcIyqnsEGNOyBLffcHvfP+YDdeAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T02:23:07.251454Z"},"content_sha256":"85bdebf70b6e7a65e7946a1bffac554a105cfc3d96c9843855d419fa3162027a","schema_version":"1.0","event_id":"sha256:85bdebf70b6e7a65e7946a1bffac554a105cfc3d96c9843855d419fa3162027a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"An Algorithmic Perspective on Information Visualization","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Wouter Meulemans","submitted_at":"2026-07-31T12:49:05Z","abstract_excerpt":"Information visualization is inherently a field that brings together various research domains. Roughly speaking, we may identify two perspectives: the design perspective, revolving around how to ensure that a human can work effectively with the visual representations of data and the tools that offer them, and the algorithmic perspective, focusing on how to automatically create such visual representations. Munzner's model for visualization design places design choices before algorithmic considerations. It offers predominantly a design perspective; as a consequence, applications of this model ma"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.29360","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/2607.29360/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":"2026-08-03T01:33:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WC+VjwVzf0q8haspm4cjQhTjBCSSgJo/o3nqwCOOutTm1uQdjVC6WdUs/z8u6/vP5NkuAWvGfgk6UghWl3p0DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T02:23:07.252647Z"},"content_sha256":"7c23716accdeebe1e031a6a9029e4ec35939b971006a2ab94da893d65b5d142a","schema_version":"1.0","event_id":"sha256:7c23716accdeebe1e031a6a9029e4ec35939b971006a2ab94da893d65b5d142a"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","target":"integrity","payload":{"note":"Identifier '10.1109/tvcg.2006' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"J. J. Van Wijk. Views on visualization.IEEE Transactions on Visualization and Computer Graphics, 12(4):421–432, 2006. doi: 10.1109/TVCG.2006. 80 8","arxiv_id":"2607.29360","detector":"doi_compliance","evidence":{"doi":"10.1109/tvcg.2006","arxiv_id":null,"ref_index":48,"raw_excerpt":"J. J. Van Wijk. Views on visualization.IEEE Transactions on Visualization and Computer Graphics, 12(4):421–432, 2006. doi: 10.1109/TVCG.2006. 80 8","parse_status":"well_formed","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"],"resolution_status":"hard_miss"},"severity":"critical","ref_index":48,"audited_at":"2026-08-03T08:38:12.917942Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/tvcg.2006","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"17da9547632be14f1a46c60d25b12d0fad0441d3c4317c6cfc203888532ed8f7","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17588,"payload_sha256":"56277602176619bd2e9b6d2b4ec659c4d1fa992ba7ece97ef54272c7b92bc01d","signature_b64":"EXapEPPMDd1e45Uui7J6gyHrt1k4N1706ZhNqkqXjhrNmolqcB16b8s+/j1DKDt6V6GBTlXE+jI1vjHru423Cg==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-03T08:38:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LbXM+TL5tPo/i/RxUScL1zyvk/PwpSrJNcqP/h7P8wjFdifGY22s+a9qsNq3gFQ4eYKGvlYhNj4HYkUuslB2CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T02:23:07.260575Z"},"content_sha256":"368e4b2fe26ca85271b71ecefebaef1419014307fc8d9706ab6f39e99d4061b8","schema_version":"1.0","event_id":"sha256:368e4b2fe26ca85271b71ecefebaef1419014307fc8d9706ab6f39e99d4061b8"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","target":"integrity","payload":{"note":"Identifier '10.1109/tvcg.2021' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"N. van Beusekom, W. Meulemans, and B. Speckmann. Simultaneous matrix orderings for graph collections.IEEE Transactions on Visualization 10 and Computer Graphics, 28(1):1–10, 2022. doi: 10.1109/TVCG.2021. 3114773 8","arxiv_id":"2607.29360","detector":"doi_compliance","evidence":{"doi":"10.1109/tvcg.2021","arxiv_id":null,"ref_index":41,"raw_excerpt":"N. van Beusekom, W. Meulemans, and B. Speckmann. Simultaneous matrix orderings for graph collections.IEEE Transactions on Visualization 10 and Computer Graphics, 28(1):1–10, 2022. doi: 10.1109/TVCG.2021. 3114773 8","parse_status":"well_formed","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"],"resolution_status":"hard_miss"},"severity":"critical","ref_index":41,"audited_at":"2026-08-03T08:38:12.917942Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/tvcg.2021","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"b4c26b498bcdb42bc01dba32d1fe80d3e83273ef8bd06e85b37e0a1071b1d336","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17587,"payload_sha256":"6b0a7eb622f96aeb641a80cd50efacfc3c78bc4fc07972c43dd7931ebea44d60","signature_b64":"pWV95Yi+3UCfy5c9qZqpTGtq9/0wzz9qtCjsj9UVa0AuCPDLXyBF2EFq7DKSgVg6IBtQGkNNAjHKc1+lJo7rBw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-03T08:38:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rPNba1KEnhItKWmX1kV5gkSJjLGFkWJ6ccwH+UAoorjRDjWxYPZSeTpBoJiwOCUxIZIMizbCIIp+d5YFlrY+Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T02:23:07.261318Z"},"content_sha256":"56b733249d4135e0e232c0840fc3760c6ed2cc336398369c1a38d4e8c8716ab4","schema_version":"1.0","event_id":"sha256:56b733249d4135e0e232c0840fc3760c6ed2cc336398369c1a38d4e8c8716ab4"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","target":"integrity","payload":{"note":"Identifier '10.1109/tvcg.2016' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"A. Satyanarayan, D. Moritz, K. Wongsuphasawat, and J. Heer. Vega-Lite: A grammar of interactive graphics.IEEE Transactions on Visualization and Computer Graphics, 23(1):341–350, 2017. doi: 10.1109/TVCG.2016. 2599030 2","arxiv_id":"2607.29360","detector":"doi_compliance","evidence":{"doi":"10.1109/tvcg.2016","arxiv_id":null,"ref_index":37,"raw_excerpt":"A. Satyanarayan, D. Moritz, K. Wongsuphasawat, and J. Heer. Vega-Lite: A grammar of interactive graphics.IEEE Transactions on Visualization and Computer Graphics, 23(1):341–350, 2017. doi: 10.1109/TVCG.2016. 2599030 2","parse_status":"well_formed","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"],"resolution_status":"hard_miss"},"severity":"critical","ref_index":37,"audited_at":"2026-08-03T08:38:12.917942Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/tvcg.2016","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"6235acb724548a5d42ad74e43b288e3b0dda402fd80ffb7c8215a856a05e7f9c","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17586,"payload_sha256":"49cffc0444d8eaa8c53ec59cc2499e34a1a82083f62534b0ff9fb1f76ad75bf9","signature_b64":"vR2t7zZ06IEVKHOiYVLnoDS41FnPBAfVnncMx4FGuh+ROtk0snDwV8OG5814jrVBaxlKqLpVzbPw5dDYtq4PDw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-03T08:38:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"i7pc4jzZUB5hO6hcUPJhyuyL/v9o9PA+kWNgNt+TUi665N1EgMqP2LtvYmtM0PpDXL1GVQp5cm+3bR3scPKJAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T02:23:07.263068Z"},"content_sha256":"b77686f687beca6c5ccb81fe99d8631d1a9c3a8fe217cbc05fe03cb396828952","schema_version":"1.0","event_id":"sha256:b77686f687beca6c5ccb81fe99d8631d1a9c3a8fe217cbc05fe03cb396828952"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","target":"integrity","payload":{"note":"Identifier '10.1109/tvcg.2018' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"D. Moritz, C. Wang, G. L. Nelson, H. Lin, A. M. Smith, B. Howe et al. Formalizing visualization design knowledge as constraints: Actionable and extensible models in Draco.IEEE Transactions on Visualization and Computer Graphics, 25(1):438–4","arxiv_id":"2607.29360","detector":"doi_compliance","evidence":{"doi":"10.1109/tvcg.2018","arxiv_id":null,"ref_index":33,"raw_excerpt":"D. Moritz, C. Wang, G. L. Nelson, H. Lin, A. M. Smith, B. Howe et al. Formalizing visualization design knowledge as constraints: Actionable and extensible models in Draco.IEEE Transactions on Visualization and Computer Graphics, 25(1):438–448, 2019. doi: 10.1109/TVCG.2018. 2865240 2","parse_status":"well_formed","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"],"resolution_status":"hard_miss"},"severity":"critical","ref_index":33,"audited_at":"2026-08-03T08:38:12.917942Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/tvcg.2018","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"1ab8f1548e45b379c6f9d2da3874356849be62a120fa9f7a4511131e602cfc7e","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17585,"payload_sha256":"4ab5fe6b838188e8e5fcc96d7b337fdbc6a34fa11257d05baa5d2948cf75e42d","signature_b64":"JVG609j9TXT4DCxoMNp6mQ8MX/amxA1FG333Y6pYEuSumTeJaNuDigJUXHBfQsjUM8IHw4Gb4DfMPx/LzmyfCA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-03T08:38:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UcXS3eDv3bbfNMMIOkeO5rZKOL77WOZzX8H9wITAtcXYsB1UV7ucx9OX9h7IDUaAce4pFT8B56Y+UNt4rFOZCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T02:23:07.263841Z"},"content_sha256":"c77a38c3b5f9d9e647a4a67d6b0cf19934ac60c99c7dbd506685f91ef8e56d58","schema_version":"1.0","event_id":"sha256:c77a38c3b5f9d9e647a4a67d6b0cf19934ac60c99c7dbd506685f91ef8e56d58"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","target":"integrity","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1515/itit-2014-1070) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"D. J. Lehmann, S. Hundt, and H. Theisel. A study on quality metrics vs. human perception: Can visual measures help us to filter visualizations of interest?Information Technology, 57(1):11–21, 2015. doi: 10.1515/itit -2014-1070 5","arxiv_id":"2607.29360","detector":"doi_compliance","evidence":{"ref_index":24,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1515/itit","reconstructed_doi":"10.1515/itit-2014-1070"},"severity":"advisory","ref_index":24,"audited_at":"2026-08-03T08:38:12.917942Z","event_type":"pith.integrity.v1","detected_doi":"10.1515/itit-2014-1070","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"46998bec288c76a03d145ebd24c26758a8ce51deb7cbaf067fff04b99f358512","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17584,"payload_sha256":"43ed88439e8819711da677971acf9e2665d1e46a55d2ba28d3c03de45b96a672","signature_b64":"uDx/69D3QAfP+qI7UqdqtF7EMI6vYroP3wMoMxf2i+SxaP3fLZNGccwLOvZ6ST4BQRKEca+eZ794EqqwQAjWCA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-03T08:38:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0BYpUyufnmjsqIRWCPemCmJ4EuAz78rUpyJC2v8iueUoSv5dWiER+a0xiVs8rAK1o2p7JVGcTPkMnlDdkaDWCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T02:23:07.264547Z"},"content_sha256":"5417c17a40eefad295f8cbaf07c5ee713bbe7516c4f5abf2eed0288fdf354712","schema_version":"1.0","event_id":"sha256:5417c17a40eefad295f8cbaf07c5ee713bbe7516c4f5abf2eed0288fdf354712"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","target":"integrity","payload":{"note":"Identifier '10.1109/tvcg.2023' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"L. Giovannangeli, F. Lalanne, R. Giot, and R. Bourqui. Guaranteed visibility in scatterplots with tolerance.IEEE Transactions on Visualization and Computer Graphics, 30(1):792–802, 2024. doi: 10.1109/TVCG.2023. 3326596 3","arxiv_id":"2607.29360","detector":"doi_compliance","evidence":{"doi":"10.1109/tvcg.2023","arxiv_id":null,"ref_index":20,"raw_excerpt":"L. Giovannangeli, F. Lalanne, R. Giot, and R. Bourqui. Guaranteed visibility in scatterplots with tolerance.IEEE Transactions on Visualization and Computer Graphics, 30(1):792–802, 2024. doi: 10.1109/TVCG.2023. 3326596 3","parse_status":"well_formed","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"],"resolution_status":"hard_miss"},"severity":"critical","ref_index":20,"audited_at":"2026-08-03T08:38:12.917942Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/tvcg.2023","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"ad52c1d3a4c88f75999e35af467a7a4197d10c406baf1a288721248661488190","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17583,"payload_sha256":"b71b535e023f0977af5f3a50a37b24befbda6eb64d95c8d9c8fa80550940c312","signature_b64":"eE/FRUnqQOrqIHS7fUKiTtzBQUdYJMwh1HA9NFxe41MGPBAEk3RfbGKN241t/H8+nR8+DBtWS/gJlhE8df+2CA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-03T08:38:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DgrVsoQQQ1OrlPx15GfL9EWQi1b92t+k9q+ybQUJagtnqcckPRKewsqIWJqK4IhhJJorfHR3n/STr+Dhdvd2CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T02:23:07.266311Z"},"content_sha256":"c114c9f2e2fe0002bfb4b3690cfd30654a4b8835ce9e3c6a995f2aaee41e04b7","schema_version":"1.0","event_id":"sha256:c114c9f2e2fe0002bfb4b3690cfd30654a4b8835ce9e3c6a995f2aaee41e04b7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/QUSU6KEJJP45JWNCGDIAZLJAC5/bundle.json","state_url":"https://pith.science/pith/QUSU6KEJJP45JWNCGDIAZLJAC5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/QUSU6KEJJP45JWNCGDIAZLJAC5/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":"2026-08-18T02:23:07Z","links":{"resolver":"https://pith.science/pith/QUSU6KEJJP45JWNCGDIAZLJAC5","bundle":"https://pith.science/pith/QUSU6KEJJP45JWNCGDIAZLJAC5/bundle.json","state":"https://pith.science/pith/QUSU6KEJJP45JWNCGDIAZLJAC5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/QUSU6KEJJP45JWNCGDIAZLJAC5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:QUSU6KEJJP45JWNCGDIAZLJAC5","merge_version":"pith-open-graph-merge-v1","event_count":8,"valid_event_count":8,"invalid_event_count":0,"equivocation_count":1,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"30e279e33f4d63ee7847c484e40bcee3649f5137057d5f0c3166cb38fd4a68a2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-07-31T12:49:05Z","title_canon_sha256":"d9979a486c7828ef1a15efb88e4ff268fdcfabef347d6098809719ee600052b9"},"schema_version":"1.0","source":{"id":"2607.29360","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.29360","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"arxiv_version","alias_value":"2607.29360v1","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.29360","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"pith_short_12","alias_value":"QUSU6KEJJP45","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"pith_short_16","alias_value":"QUSU6KEJJP45JWNC","created_at":"2026-08-03T01:33:16Z"},{"alias_kind":"pith_short_8","alias_value":"QUSU6KEJ","created_at":"2026-08-03T01:33:16Z"}],"graph_snapshots":[{"event_id":"sha256:7c23716accdeebe1e031a6a9029e4ec35939b971006a2ab94da893d65b5d142a","target":"graph","created_at":"2026-08-03T01:33:16Z","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/2607.29360/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Information visualization is inherently a field that brings together various research domains. Roughly speaking, we may identify two perspectives: the design perspective, revolving around how to ensure that a human can work effectively with the visual representations of data and the tools that offer them, and the algorithmic perspective, focusing on how to automatically create such visual representations. Munzner's model for visualization design places design choices before algorithmic considerations. It offers predominantly a design perspective; as a consequence, applications of this model ma","authors_text":"Wouter Meulemans","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-07-31T12:49:05Z","title":"An Algorithmic Perspective on Information Visualization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.29360","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":"sha256:85bdebf70b6e7a65e7946a1bffac554a105cfc3d96c9843855d419fa3162027a","target":"record","created_at":"2026-08-03T01:33:16Z","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":"30e279e33f4d63ee7847c484e40bcee3649f5137057d5f0c3166cb38fd4a68a2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-07-31T12:49:05Z","title_canon_sha256":"d9979a486c7828ef1a15efb88e4ff268fdcfabef347d6098809719ee600052b9"},"schema_version":"1.0","source":{"id":"2607.29360","kind":"arxiv","version":1}},"canonical_sha256":"85254f28894bf9d4d9a230d00cad201758394d01affef5981bee4d1cf5717864","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"85254f28894bf9d4d9a230d00cad201758394d01affef5981bee4d1cf5717864","first_computed_at":"2026-08-03T01:33:16.009477Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-03T01:33:16.009477Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"t3GRIWWiH8hr574E90k2B9/C8MxKl5a+E6ka26t8Gd2P+8jVR3JAjFFACxjdbXzXM25E1u8u2WWUfqK56I2mCA==","signature_status":"signed_v1","signed_at":"2026-08-03T01:33:16.011129Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.29360","source_kind":"arxiv","source_version":1}}},"equivocations":[{"signer_id":"pith.science","event_type":"integrity_finding","target":"integrity","event_ids":["sha256:368e4b2fe26ca85271b71ecefebaef1419014307fc8d9706ab6f39e99d4061b8","sha256:5417c17a40eefad295f8cbaf07c5ee713bbe7516c4f5abf2eed0288fdf354712","sha256:56b733249d4135e0e232c0840fc3760c6ed2cc336398369c1a38d4e8c8716ab4","sha256:b77686f687beca6c5ccb81fe99d8631d1a9c3a8fe217cbc05fe03cb396828952","sha256:c114c9f2e2fe0002bfb4b3690cfd30654a4b8835ce9e3c6a995f2aaee41e04b7","sha256:c77a38c3b5f9d9e647a4a67d6b0cf19934ac60c99c7dbd506685f91ef8e56d58"]}],"invalid_events":[],"applied_event_ids":["sha256:85bdebf70b6e7a65e7946a1bffac554a105cfc3d96c9843855d419fa3162027a","sha256:7c23716accdeebe1e031a6a9029e4ec35939b971006a2ab94da893d65b5d142a"],"state_sha256":"67452caddf0d607fc7c2a9f2bb7f5d9bf89d6aecb9d3714bc7981ee0e2c9374d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VSZYayihBeo28p1OP6w4OsP94RUCgEO4axBN8wKVmJvgGLesentGhQ1OwD1QpsAL3CX5MPGw/FR4c3XR22UsCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T02:23:07.292378Z","bundle_sha256":"3f0603ed545ebeefc3883f600daef17972775f0524b5b2ecd1355b1c784393f8"}}