{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:BH45UUXYNVV4GDS5HYYMTDGGTJ","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":"fe467e0e071abfeac23ba697816f53e7d2c582fea5425fa21c0a36408195ca39","cross_cats_sorted":["cs.CY","cs.HC"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2021-07-02T10:16:21Z","title_canon_sha256":"b8054dd230157bf3d7f1a865de3a2ddd7a7a0eb2ecf296ac78e023ac65c51ece"},"schema_version":"1.0","source":{"id":"2107.00948","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2107.00948","created_at":"2026-07-05T04:23:20Z"},{"alias_kind":"arxiv_version","alias_value":"2107.00948v3","created_at":"2026-07-05T04:23:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2107.00948","created_at":"2026-07-05T04:23:20Z"},{"alias_kind":"pith_short_12","alias_value":"BH45UUXYNVV4","created_at":"2026-07-05T04:23:20Z"},{"alias_kind":"pith_short_16","alias_value":"BH45UUXYNVV4GDS5","created_at":"2026-07-05T04:23:20Z"},{"alias_kind":"pith_short_8","alias_value":"BH45UUXY","created_at":"2026-07-05T04:23:20Z"}],"graph_snapshots":[{"event_id":"sha256:03bba1ef0db9f11a36835c56e2b46bb233bcee61c7497c23b9a8ba5f16ef1ae1","target":"graph","created_at":"2026-07-05T04:23:20Z","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/2107.00948/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Mobile Sensing Apps have been widely used as a practical approach to collect behavioral and health-related information from individuals and provide timely intervention to promote health and well-beings, such as mental health and chronic cares. As the objectives of mobile sensing could be either \\emph{(a) personalized medicine for individuals} or \\emph{(b) public health for populations}, in this work we review the design of these mobile sensing apps, and propose to categorize the design of these apps/systems in two paradigms -- \\emph{(i) Personal Sensing} and \\emph{(ii) Crowd Sensing} paradigms","authors_text":"Daqing Zhang, Dejing Dou, Haoyi Xiong, Jie Zhang, Laura E. Barnes, Mehdi Boukhechba, Sijia Yang, Zhiyuan Wang","cross_cats":["cs.CY","cs.HC"],"headline":"","license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2021-07-02T10:16:21Z","title":"From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2107.00948","kind":"arxiv","version":3},"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":"sha256:25fe77a592ced9c940a2b5ce13c690b7a2334a1ac6b01f1f6909d1e5851234d6","target":"record","created_at":"2026-07-05T04:23:20Z","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":"fe467e0e071abfeac23ba697816f53e7d2c582fea5425fa21c0a36408195ca39","cross_cats_sorted":["cs.CY","cs.HC"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.LG","submitted_at":"2021-07-02T10:16:21Z","title_canon_sha256":"b8054dd230157bf3d7f1a865de3a2ddd7a7a0eb2ecf296ac78e023ac65c51ece"},"schema_version":"1.0","source":{"id":"2107.00948","kind":"arxiv","version":3}},"canonical_sha256":"09f9da52f86d6bc30e5d3e30c98cc69a771449adcc7fb73e4c1e22de5b786e83","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"09f9da52f86d6bc30e5d3e30c98cc69a771449adcc7fb73e4c1e22de5b786e83","first_computed_at":"2026-07-05T04:23:20.892089Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:23:20.892089Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"EJIQa8OTlXJS6vZrrPA4AHcN0tFxRz4yMmpCayLTHQIVnNQGMY0xLsqtdRpuw2Q9Ds6Bk2UklyOWyVOkwuqUAg==","signature_status":"signed_v1","signed_at":"2026-07-05T04:23:20.892543Z","signed_message":"canonical_sha256_bytes"},"source_id":"2107.00948","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:25fe77a592ced9c940a2b5ce13c690b7a2334a1ac6b01f1f6909d1e5851234d6","sha256:03bba1ef0db9f11a36835c56e2b46bb233bcee61c7497c23b9a8ba5f16ef1ae1"],"state_sha256":"4099ea093cd1c72503c4cf624588b854e63350a2e3ecbb6751644678cb2646df"}