{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:AN5IGH4AQWM6S6IY7IWI6OGW4Y","short_pith_number":"pith:AN5IGH4A","schema_version":"1.0","canonical_sha256":"037a831f808599e97918fa2c8f38d6e60ba52749ab83f9bfb31706862ac7b9a6","source":{"kind":"arxiv","id":"1810.09634","version":1},"attestation_state":"computed","paper":{"title":"Working in Pairs: Understanding the Effects of Worker Interactions in Crowdwork","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Chien-Ju Ho, Ming Yin","submitted_at":"2018-10-23T02:50:41Z","abstract_excerpt":"Crowdsourcing has gained popularity as a tool to harness human brain power to help solve problems that are difficult for computers. Previous work in crowdsourcing often assumes that workers complete crowdwork independently. In this paper, we relax the independent property of crowdwork and explore how introducing direct, synchronous, and free-style interactions between workers would affect crowdwork. In particular, motivated by the concept of peer instruction in educational settings, we study the effects of peer communication in crowdsourcing environments. In the crowdsourcing setting with peer"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1810.09634","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2018-10-23T02:50:41Z","cross_cats_sorted":[],"title_canon_sha256":"ff2565525cc1d4c2503bcd69fc365269a922acef1eaa2c4993c8ebbb72501be7","abstract_canon_sha256":"5f6d0b5fcab395fa00b7d73806d29b874c79bfaa883c17e366d7f159c455f947"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:02:37.039392Z","signature_b64":"taqC7bVuhwNbAYho8/83A5Y4taUS1eIbErzjlyq3AJhqqosvAG003F9vGiaIQ4+VNOBl9TXRd1bD+DnMttX1Cg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"037a831f808599e97918fa2c8f38d6e60ba52749ab83f9bfb31706862ac7b9a6","last_reissued_at":"2026-05-18T00:02:37.038707Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:02:37.038707Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Working in Pairs: Understanding the Effects of Worker Interactions in Crowdwork","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Chien-Ju Ho, Ming Yin","submitted_at":"2018-10-23T02:50:41Z","abstract_excerpt":"Crowdsourcing has gained popularity as a tool to harness human brain power to help solve problems that are difficult for computers. Previous work in crowdsourcing often assumes that workers complete crowdwork independently. In this paper, we relax the independent property of crowdwork and explore how introducing direct, synchronous, and free-style interactions between workers would affect crowdwork. In particular, motivated by the concept of peer instruction in educational settings, we study the effects of peer communication in crowdsourcing environments. In the crowdsourcing setting with peer"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1810.09634","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":""},"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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1810.09634","created_at":"2026-05-18T00:02:37.038807+00:00"},{"alias_kind":"arxiv_version","alias_value":"1810.09634v1","created_at":"2026-05-18T00:02:37.038807+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1810.09634","created_at":"2026-05-18T00:02:37.038807+00:00"},{"alias_kind":"pith_short_12","alias_value":"AN5IGH4AQWM6","created_at":"2026-05-18T12:32:13.499390+00:00"},{"alias_kind":"pith_short_16","alias_value":"AN5IGH4AQWM6S6IY","created_at":"2026-05-18T12:32:13.499390+00:00"},{"alias_kind":"pith_short_8","alias_value":"AN5IGH4A","created_at":"2026-05-18T12:32:13.499390+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/AN5IGH4AQWM6S6IY7IWI6OGW4Y","json":"https://pith.science/pith/AN5IGH4AQWM6S6IY7IWI6OGW4Y.json","graph_json":"https://pith.science/api/pith-number/AN5IGH4AQWM6S6IY7IWI6OGW4Y/graph.json","events_json":"https://pith.science/api/pith-number/AN5IGH4AQWM6S6IY7IWI6OGW4Y/events.json","paper":"https://pith.science/paper/AN5IGH4A"},"agent_actions":{"view_html":"https://pith.science/pith/AN5IGH4AQWM6S6IY7IWI6OGW4Y","download_json":"https://pith.science/pith/AN5IGH4AQWM6S6IY7IWI6OGW4Y.json","view_paper":"https://pith.science/paper/AN5IGH4A","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1810.09634&json=true","fetch_graph":"https://pith.science/api/pith-number/AN5IGH4AQWM6S6IY7IWI6OGW4Y/graph.json","fetch_events":"https://pith.science/api/pith-number/AN5IGH4AQWM6S6IY7IWI6OGW4Y/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/AN5IGH4AQWM6S6IY7IWI6OGW4Y/action/timestamp_anchor","attest_storage":"https://pith.science/pith/AN5IGH4AQWM6S6IY7IWI6OGW4Y/action/storage_attestation","attest_author":"https://pith.science/pith/AN5IGH4AQWM6S6IY7IWI6OGW4Y/action/author_attestation","sign_citation":"https://pith.science/pith/AN5IGH4AQWM6S6IY7IWI6OGW4Y/action/citation_signature","submit_replication":"https://pith.science/pith/AN5IGH4AQWM6S6IY7IWI6OGW4Y/action/replication_record"}},"created_at":"2026-05-18T00:02:37.038807+00:00","updated_at":"2026-05-18T00:02:37.038807+00:00"}