{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:DXRHE5NTKE6G7XCODTVHCFPQYS","short_pith_number":"pith:DXRHE5NT","canonical_record":{"source":{"id":"2505.21982","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-05-28T05:21:29Z","cross_cats_sorted":[],"title_canon_sha256":"2a0dd4819e6c24e5790eb0f2f2a18b1d4c8773f6a4e0f3217733d5848d261f7e","abstract_canon_sha256":"a22ca9b3ae921c028e703de44d226d48652da61c4defac7154347c1aef8c8216"},"schema_version":"1.0"},"canonical_sha256":"1de27275b3513c6fdc4e1cea7115f0c4b1ee737aba08967b7bae8980799ca5f6","source":{"kind":"arxiv","id":"2505.21982","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.21982","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"arxiv_version","alias_value":"2505.21982v1","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.21982","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"pith_short_12","alias_value":"DXRHE5NTKE6G","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"pith_short_16","alias_value":"DXRHE5NTKE6G7XCO","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"pith_short_8","alias_value":"DXRHE5NT","created_at":"2026-07-05T11:11:07Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:DXRHE5NTKE6G7XCODTVHCFPQYS","target":"record","payload":{"canonical_record":{"source":{"id":"2505.21982","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-05-28T05:21:29Z","cross_cats_sorted":[],"title_canon_sha256":"2a0dd4819e6c24e5790eb0f2f2a18b1d4c8773f6a4e0f3217733d5848d261f7e","abstract_canon_sha256":"a22ca9b3ae921c028e703de44d226d48652da61c4defac7154347c1aef8c8216"},"schema_version":"1.0"},"canonical_sha256":"1de27275b3513c6fdc4e1cea7115f0c4b1ee737aba08967b7bae8980799ca5f6","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:11:07.289376Z","signature_b64":"knSBGkpjNSCNlhURKjOCDNcmbkFw3bE1kItJfeITkd6bP0QwvhgiYNOFolENzGBnEbYAWXR3mCgW0OUiHjIABw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1de27275b3513c6fdc4e1cea7115f0c4b1ee737aba08967b7bae8980799ca5f6","last_reissued_at":"2026-07-05T11:11:07.288791Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:11:07.288791Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.21982","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":"2026-07-05T11:11:07Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FYRsMoi8ZLy8XZ1yPFMe9WnyNmDPg/nLzcSmavM1nvxI760toFUpYh6UKmYJJzEUNGRkRwY7174JJHQ9U1abDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T02:55:33.671515Z"},"content_sha256":"5e9ba0c21fbf0aeb3d4c6af9f29b443e2f4aa2964adc6a796cebd79886456c22","schema_version":"1.0","event_id":"sha256:5e9ba0c21fbf0aeb3d4c6af9f29b443e2f4aa2964adc6a796cebd79886456c22"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:DXRHE5NTKE6G7XCODTVHCFPQYS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Eye-Tracking and Biometric Feedback in UX Research: Measuring User Engagement and Cognitive Load","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Aaditya Shankar Majumder","submitted_at":"2025-05-28T05:21:29Z","abstract_excerpt":"User experience research often uses surveys and interviews, which may miss subconscious user interactions. This study explores eye-tracking and biometric feedback as tools to assess user engagement and cognitive load in digital interfaces. These methods measure gaze behavior and bodily responses, providing an objective complement to qualitative insights. Using empirical evidence, practical applications, and advancements from 2023-2025, we present experimental data, describe our methodology, and place our work within foundational and recent literature. We address challenges like data interpreta"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.21982","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/2505.21982/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":"2026-07-05T11:11:07Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"V77OwsIdWzntu2u057yCWj49u2EOjjKZhihk1A0WcTd5RDaQjGs5K+UYnwMLcVguLhYUHVdmCo+Wglgi1BTBAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T02:55:33.671995Z"},"content_sha256":"df55457cd375e80671d33abf01c149c2c1159c6356f36314237fe15c13b5b7e0","schema_version":"1.0","event_id":"sha256:df55457cd375e80671d33abf01c149c2c1159c6356f36314237fe15c13b5b7e0"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DXRHE5NTKE6G7XCODTVHCFPQYS/bundle.json","state_url":"https://pith.science/pith/DXRHE5NTKE6G7XCODTVHCFPQYS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DXRHE5NTKE6G7XCODTVHCFPQYS/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":"2026-08-08T02:55:33Z","links":{"resolver":"https://pith.science/pith/DXRHE5NTKE6G7XCODTVHCFPQYS","bundle":"https://pith.science/pith/DXRHE5NTKE6G7XCODTVHCFPQYS/bundle.json","state":"https://pith.science/pith/DXRHE5NTKE6G7XCODTVHCFPQYS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DXRHE5NTKE6G7XCODTVHCFPQYS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:DXRHE5NTKE6G7XCODTVHCFPQYS","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":"a22ca9b3ae921c028e703de44d226d48652da61c4defac7154347c1aef8c8216","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-05-28T05:21:29Z","title_canon_sha256":"2a0dd4819e6c24e5790eb0f2f2a18b1d4c8773f6a4e0f3217733d5848d261f7e"},"schema_version":"1.0","source":{"id":"2505.21982","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.21982","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"arxiv_version","alias_value":"2505.21982v1","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.21982","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"pith_short_12","alias_value":"DXRHE5NTKE6G","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"pith_short_16","alias_value":"DXRHE5NTKE6G7XCO","created_at":"2026-07-05T11:11:07Z"},{"alias_kind":"pith_short_8","alias_value":"DXRHE5NT","created_at":"2026-07-05T11:11:07Z"}],"graph_snapshots":[{"event_id":"sha256:df55457cd375e80671d33abf01c149c2c1159c6356f36314237fe15c13b5b7e0","target":"graph","created_at":"2026-07-05T11:11:07Z","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/2505.21982/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"User experience research often uses surveys and interviews, which may miss subconscious user interactions. This study explores eye-tracking and biometric feedback as tools to assess user engagement and cognitive load in digital interfaces. These methods measure gaze behavior and bodily responses, providing an objective complement to qualitative insights. Using empirical evidence, practical applications, and advancements from 2023-2025, we present experimental data, describe our methodology, and place our work within foundational and recent literature. We address challenges like data interpreta","authors_text":"Aaditya Shankar Majumder","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-05-28T05:21:29Z","title":"Eye-Tracking and Biometric Feedback in UX Research: Measuring User Engagement and Cognitive Load"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.21982","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":"sha256:5e9ba0c21fbf0aeb3d4c6af9f29b443e2f4aa2964adc6a796cebd79886456c22","target":"record","created_at":"2026-07-05T11:11:07Z","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":"a22ca9b3ae921c028e703de44d226d48652da61c4defac7154347c1aef8c8216","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-05-28T05:21:29Z","title_canon_sha256":"2a0dd4819e6c24e5790eb0f2f2a18b1d4c8773f6a4e0f3217733d5848d261f7e"},"schema_version":"1.0","source":{"id":"2505.21982","kind":"arxiv","version":1}},"canonical_sha256":"1de27275b3513c6fdc4e1cea7115f0c4b1ee737aba08967b7bae8980799ca5f6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1de27275b3513c6fdc4e1cea7115f0c4b1ee737aba08967b7bae8980799ca5f6","first_computed_at":"2026-07-05T11:11:07.288791Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:11:07.288791Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"knSBGkpjNSCNlhURKjOCDNcmbkFw3bE1kItJfeITkd6bP0QwvhgiYNOFolENzGBnEbYAWXR3mCgW0OUiHjIABw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:11:07.289376Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.21982","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5e9ba0c21fbf0aeb3d4c6af9f29b443e2f4aa2964adc6a796cebd79886456c22","sha256:df55457cd375e80671d33abf01c149c2c1159c6356f36314237fe15c13b5b7e0"],"state_sha256":"c4f8c71caf24d2628a32e53e213014d6015a34071cd89cf11a5a89cfbbe365c1"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IMATDsELQ02OOrxgFlvst43Bu8IV2OWibWMd2+pDEOq+D9ZICZPq5C1+jdAvozHl55dP3Z8gESWCca6Ke9IECQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T02:55:33.675674Z","bundle_sha256":"56d00cf518231fbdbf18349314c329f64f3cefc06e46c8463f60327123badc45"}}