{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2017:3QOSQP45D4UZEJHT6AMKKNY2KL","short_pith_number":"pith:3QOSQP45","schema_version":"1.0","canonical_sha256":"dc1d283f9d1f299224f3f018a5371a52e6ae42203baeecdd5dfc2236a1b91a9e","source":{"kind":"arxiv","id":"1705.05420","version":6},"attestation_state":"computed","paper":{"title":"FAST$^2$: an Intelligent Assistant for Finding Relevant Papers","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Tim Menzies, Zhe Yu","submitted_at":"2017-05-15T19:25:41Z","abstract_excerpt":"Literature reviews are essential for any researcher trying to keep up to date with the burgeoning software engineering literature. FAST$^2$ is a novel tool for reducing the effort required for conducting literature reviews by assisting the researchers to find the next promising paper to read (among a set of unread papers). This paper describes FAST$^2$ and tests it on four large software engineering literature reviews conducted by Wahono (2015), Hall (2012), Radjenovi\\'c (2013) and Kitchenham (2017). We find that FAST$^2$ is a faster and robust tool to assist researcher finding relevant SE pap"},"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":"1705.05420","kind":"arxiv","version":6},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2017-05-15T19:25:41Z","cross_cats_sorted":[],"title_canon_sha256":"dfd7eef2b7c398c3a6d6f832267f604a722450f8228d5a83f027645e7f989b20","abstract_canon_sha256":"4f5b1daceca31d2c89768b7f3283da248d4ae8f58d2613f75ea22c78a3e4ce06"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:00:41.512741Z","signature_b64":"iqRXlpfWI87kM0LH5OpkwLhZwqlIq0EpQ5auwaVz+5IhXmwaHCIPOdaS1SE8Cyid1bZaf7wuhRkNq8t2Sn+RBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"dc1d283f9d1f299224f3f018a5371a52e6ae42203baeecdd5dfc2236a1b91a9e","last_reissued_at":"2026-05-18T00:00:41.512366Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:00:41.512366Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"FAST$^2$: an Intelligent Assistant for Finding Relevant Papers","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Tim Menzies, Zhe Yu","submitted_at":"2017-05-15T19:25:41Z","abstract_excerpt":"Literature reviews are essential for any researcher trying to keep up to date with the burgeoning software engineering literature. FAST$^2$ is a novel tool for reducing the effort required for conducting literature reviews by assisting the researchers to find the next promising paper to read (among a set of unread papers). This paper describes FAST$^2$ and tests it on four large software engineering literature reviews conducted by Wahono (2015), Hall (2012), Radjenovi\\'c (2013) and Kitchenham (2017). We find that FAST$^2$ is a faster and robust tool to assist researcher finding relevant SE pap"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1705.05420","kind":"arxiv","version":6},"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":"1705.05420","created_at":"2026-05-18T00:00:41.512422+00:00"},{"alias_kind":"arxiv_version","alias_value":"1705.05420v6","created_at":"2026-05-18T00:00:41.512422+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1705.05420","created_at":"2026-05-18T00:00:41.512422+00:00"},{"alias_kind":"pith_short_12","alias_value":"3QOSQP45D4UZ","created_at":"2026-05-18T12:30:58.224056+00:00"},{"alias_kind":"pith_short_16","alias_value":"3QOSQP45D4UZEJHT","created_at":"2026-05-18T12:30:58.224056+00:00"},{"alias_kind":"pith_short_8","alias_value":"3QOSQP45","created_at":"2026-05-18T12:30:58.224056+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/3QOSQP45D4UZEJHT6AMKKNY2KL","json":"https://pith.science/pith/3QOSQP45D4UZEJHT6AMKKNY2KL.json","graph_json":"https://pith.science/api/pith-number/3QOSQP45D4UZEJHT6AMKKNY2KL/graph.json","events_json":"https://pith.science/api/pith-number/3QOSQP45D4UZEJHT6AMKKNY2KL/events.json","paper":"https://pith.science/paper/3QOSQP45"},"agent_actions":{"view_html":"https://pith.science/pith/3QOSQP45D4UZEJHT6AMKKNY2KL","download_json":"https://pith.science/pith/3QOSQP45D4UZEJHT6AMKKNY2KL.json","view_paper":"https://pith.science/paper/3QOSQP45","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1705.05420&json=true","fetch_graph":"https://pith.science/api/pith-number/3QOSQP45D4UZEJHT6AMKKNY2KL/graph.json","fetch_events":"https://pith.science/api/pith-number/3QOSQP45D4UZEJHT6AMKKNY2KL/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/3QOSQP45D4UZEJHT6AMKKNY2KL/action/timestamp_anchor","attest_storage":"https://pith.science/pith/3QOSQP45D4UZEJHT6AMKKNY2KL/action/storage_attestation","attest_author":"https://pith.science/pith/3QOSQP45D4UZEJHT6AMKKNY2KL/action/author_attestation","sign_citation":"https://pith.science/pith/3QOSQP45D4UZEJHT6AMKKNY2KL/action/citation_signature","submit_replication":"https://pith.science/pith/3QOSQP45D4UZEJHT6AMKKNY2KL/action/replication_record"}},"created_at":"2026-05-18T00:00:41.512422+00:00","updated_at":"2026-05-18T00:00:41.512422+00:00"}