{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:UW63C567HYQSSKGQSW343OKREV","short_pith_number":"pith:UW63C567","schema_version":"1.0","canonical_sha256":"a5bdb177df3e212928d095b7cdb951255b40f5cc2ab363ab9548bb0024d3232d","source":{"kind":"arxiv","id":"2506.23694","version":1},"attestation_state":"computed","paper":{"title":"If You Had to Pitch Your Ideal Software -- Evaluating Large Language Models to Support User Scenario Writing for User Experience Experts and Laypersons","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Christopher Katins, Christopher Lazik, Patrick Stadler, Thomas Kosch","submitted_at":"2025-06-30T10:15:44Z","abstract_excerpt":"The process of requirements analysis requires an understanding of the end users of a system. Thus, expert stakeholders, such as User Experience (UX) designers, usually create various descriptions containing information about the users and their possible needs. In our paper, we investigate to what extent UX novices are able to write such descriptions into user scenarios. We conducted a user study with 60 participants consisting of 30 UX experts and 30 novices who were asked to write a user scenario with or without the help of an LLM-supported writing assistant. Our findings show that LLMs empow"},"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":"2506.23694","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-06-30T10:15:44Z","cross_cats_sorted":[],"title_canon_sha256":"534e918c5f1fc59413637bdde7c55346fbee8f81b5929de6dc99784e5b064de5","abstract_canon_sha256":"3bd7f3b3ed4d74fc1c0939f53d0f07fd3d3034a980a51ae168371a68d6df36e1"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:29:26.603985Z","signature_b64":"2SNAX8sET13d65XXWPIy5gRr25Ek9DeHw/0FihPDrDTZgEJCS+baP4rt2Zu6HP2QTOvgsHB1IORoxvtEKoGuCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a5bdb177df3e212928d095b7cdb951255b40f5cc2ab363ab9548bb0024d3232d","last_reissued_at":"2026-07-05T11:29:26.603433Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:29:26.603433Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"If You Had to Pitch Your Ideal Software -- Evaluating Large Language Models to Support User Scenario Writing for User Experience Experts and Laypersons","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Christopher Katins, Christopher Lazik, Patrick Stadler, Thomas Kosch","submitted_at":"2025-06-30T10:15:44Z","abstract_excerpt":"The process of requirements analysis requires an understanding of the end users of a system. Thus, expert stakeholders, such as User Experience (UX) designers, usually create various descriptions containing information about the users and their possible needs. In our paper, we investigate to what extent UX novices are able to write such descriptions into user scenarios. We conducted a user study with 60 participants consisting of 30 UX experts and 30 novices who were asked to write a user scenario with or without the help of an LLM-supported writing assistant. Our findings show that LLMs empow"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.23694","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/2506.23694/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2506.23694","created_at":"2026-07-05T11:29:26.603518+00:00"},{"alias_kind":"arxiv_version","alias_value":"2506.23694v1","created_at":"2026-07-05T11:29:26.603518+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.23694","created_at":"2026-07-05T11:29:26.603518+00:00"},{"alias_kind":"pith_short_12","alias_value":"UW63C567HYQS","created_at":"2026-07-05T11:29:26.603518+00:00"},{"alias_kind":"pith_short_16","alias_value":"UW63C567HYQSSKGQ","created_at":"2026-07-05T11:29:26.603518+00:00"},{"alias_kind":"pith_short_8","alias_value":"UW63C567","created_at":"2026-07-05T11:29:26.603518+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/UW63C567HYQSSKGQSW343OKREV","json":"https://pith.science/pith/UW63C567HYQSSKGQSW343OKREV.json","graph_json":"https://pith.science/api/pith-number/UW63C567HYQSSKGQSW343OKREV/graph.json","events_json":"https://pith.science/api/pith-number/UW63C567HYQSSKGQSW343OKREV/events.json","paper":"https://pith.science/paper/UW63C567"},"agent_actions":{"view_html":"https://pith.science/pith/UW63C567HYQSSKGQSW343OKREV","download_json":"https://pith.science/pith/UW63C567HYQSSKGQSW343OKREV.json","view_paper":"https://pith.science/paper/UW63C567","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2506.23694&json=true","fetch_graph":"https://pith.science/api/pith-number/UW63C567HYQSSKGQSW343OKREV/graph.json","fetch_events":"https://pith.science/api/pith-number/UW63C567HYQSSKGQSW343OKREV/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/UW63C567HYQSSKGQSW343OKREV/action/timestamp_anchor","attest_storage":"https://pith.science/pith/UW63C567HYQSSKGQSW343OKREV/action/storage_attestation","attest_author":"https://pith.science/pith/UW63C567HYQSSKGQSW343OKREV/action/author_attestation","sign_citation":"https://pith.science/pith/UW63C567HYQSSKGQSW343OKREV/action/citation_signature","submit_replication":"https://pith.science/pith/UW63C567HYQSSKGQSW343OKREV/action/replication_record"}},"created_at":"2026-07-05T11:29:26.603518+00:00","updated_at":"2026-07-05T11:29:26.603518+00:00"}