{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2017:CKB47ASICGVGSAY5XAJKCEUUHZ","short_pith_number":"pith:CKB47ASI","schema_version":"1.0","canonical_sha256":"1283cf824811aa69031db812a112943e5e2edb9748bac523b80b001a6871aa35","source":{"kind":"arxiv","id":"1801.00354","version":1},"attestation_state":"computed","paper":{"title":"SAFFRON: A Semi-Automated Framework for Software Requirements Prioritization","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Alim Ul Gias, Rubaida Easmin, Syed Ali Asif, Zarif Masud","submitted_at":"2017-12-31T21:02:25Z","abstract_excerpt":"Due to dynamic nature of current software development methods, changes in requirements are embraced and given proper consideration. However, this triggers the rank reversal problem which involves re-prioritizing requirements based on stakeholders' feedback. It incurs significant cost because of time elapsed in large number of human interactions. To solve this issue, a Semi-Automated Framework for soFtware Requirements priOritizatioN (SAFFRON) is presented in this paper. For a particular requirement, SAFFRON predicts appropriate stakeholders' ratings to reduce human interactions. Initially, ite"},"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":"1801.00354","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2017-12-31T21:02:25Z","cross_cats_sorted":[],"title_canon_sha256":"4d2ad0aad2c627cede291e5f25a0d7336b54308a428902d35142073f7d65d722","abstract_canon_sha256":"64841550e1fbf385df89f973386f7f622db7a4c5e770bbefc551aa423d5e8786"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:26:58.589287Z","signature_b64":"XJiWOk7zU2/j/Dr9t5lM1rx5ufdM4H0OdWZH16p7o7lJzdgZodbOYJ1GWgTpj1lO6NrS4KY1M5hXxK5pMQ7ECA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1283cf824811aa69031db812a112943e5e2edb9748bac523b80b001a6871aa35","last_reissued_at":"2026-05-18T00:26:58.587486Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:26:58.587486Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"SAFFRON: A Semi-Automated Framework for Software Requirements Prioritization","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Alim Ul Gias, Rubaida Easmin, Syed Ali Asif, Zarif Masud","submitted_at":"2017-12-31T21:02:25Z","abstract_excerpt":"Due to dynamic nature of current software development methods, changes in requirements are embraced and given proper consideration. However, this triggers the rank reversal problem which involves re-prioritizing requirements based on stakeholders' feedback. It incurs significant cost because of time elapsed in large number of human interactions. To solve this issue, a Semi-Automated Framework for soFtware Requirements priOritizatioN (SAFFRON) is presented in this paper. For a particular requirement, SAFFRON predicts appropriate stakeholders' ratings to reduce human interactions. Initially, ite"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1801.00354","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":"1801.00354","created_at":"2026-05-18T00:26:58.587567+00:00"},{"alias_kind":"arxiv_version","alias_value":"1801.00354v1","created_at":"2026-05-18T00:26:58.587567+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1801.00354","created_at":"2026-05-18T00:26:58.587567+00:00"},{"alias_kind":"pith_short_12","alias_value":"CKB47ASICGVG","created_at":"2026-05-18T12:31:10.602751+00:00"},{"alias_kind":"pith_short_16","alias_value":"CKB47ASICGVGSAY5","created_at":"2026-05-18T12:31:10.602751+00:00"},{"alias_kind":"pith_short_8","alias_value":"CKB47ASI","created_at":"2026-05-18T12:31:10.602751+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/CKB47ASICGVGSAY5XAJKCEUUHZ","json":"https://pith.science/pith/CKB47ASICGVGSAY5XAJKCEUUHZ.json","graph_json":"https://pith.science/api/pith-number/CKB47ASICGVGSAY5XAJKCEUUHZ/graph.json","events_json":"https://pith.science/api/pith-number/CKB47ASICGVGSAY5XAJKCEUUHZ/events.json","paper":"https://pith.science/paper/CKB47ASI"},"agent_actions":{"view_html":"https://pith.science/pith/CKB47ASICGVGSAY5XAJKCEUUHZ","download_json":"https://pith.science/pith/CKB47ASICGVGSAY5XAJKCEUUHZ.json","view_paper":"https://pith.science/paper/CKB47ASI","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1801.00354&json=true","fetch_graph":"https://pith.science/api/pith-number/CKB47ASICGVGSAY5XAJKCEUUHZ/graph.json","fetch_events":"https://pith.science/api/pith-number/CKB47ASICGVGSAY5XAJKCEUUHZ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/CKB47ASICGVGSAY5XAJKCEUUHZ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/CKB47ASICGVGSAY5XAJKCEUUHZ/action/storage_attestation","attest_author":"https://pith.science/pith/CKB47ASICGVGSAY5XAJKCEUUHZ/action/author_attestation","sign_citation":"https://pith.science/pith/CKB47ASICGVGSAY5XAJKCEUUHZ/action/citation_signature","submit_replication":"https://pith.science/pith/CKB47ASICGVGSAY5XAJKCEUUHZ/action/replication_record"}},"created_at":"2026-05-18T00:26:58.587567+00:00","updated_at":"2026-05-18T00:26:58.587567+00:00"}