{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2016:MNTQUUKOEDFUNHZCG7WLQJZEKH","short_pith_number":"pith:MNTQUUKO","schema_version":"1.0","canonical_sha256":"63670a514e20cb469f2237ecb8272451d7f19ce24a789a9f071fdf43554525e3","source":{"kind":"arxiv","id":"1603.08973","version":3},"attestation_state":"computed","paper":{"title":"Utility of a Behavlets approach to a Decision theoretic predictive player model","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Benjamin Ultan Cowley, Darryl Charles","submitted_at":"2016-03-29T21:25:08Z","abstract_excerpt":"We present the second in a series of three academic essays which deal with the question of how to build a generalized player model. We begin with a proposition: a general model of players requires parameters for the subjective experience of play, including at least three areas: a) player psychology, b) game structure, and c) actions of play. Based on this proposition, we pose three linked research questions, which make incomplete progress toward a generalized player model: RQ1 what is a necessary and sufficient foundation to a general player model?; RQ2 can such a foundation improve performanc"},"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":"1603.08973","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2016-03-29T21:25:08Z","cross_cats_sorted":[],"title_canon_sha256":"b5f2772393f0d2e3485b5a0ffa5147be1d9c00859685926ec2d3e22de65ee200","abstract_canon_sha256":"8e88770ff8eea71a3c85915d3f5ec324dd67bf82741c95a4b17d7f89814e3024"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:10:50.071934Z","signature_b64":"joWA9YGf7vF89EqGj9RSnsUB4LD0bzwHYayiEUb1C6A4k5Ztv/GtFPlyD2ep3A9jfl70eSoHsezMDDl/NTnhDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"63670a514e20cb469f2237ecb8272451d7f19ce24a789a9f071fdf43554525e3","last_reissued_at":"2026-05-18T01:10:50.071394Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:10:50.071394Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Utility of a Behavlets approach to a Decision theoretic predictive player model","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Benjamin Ultan Cowley, Darryl Charles","submitted_at":"2016-03-29T21:25:08Z","abstract_excerpt":"We present the second in a series of three academic essays which deal with the question of how to build a generalized player model. We begin with a proposition: a general model of players requires parameters for the subjective experience of play, including at least three areas: a) player psychology, b) game structure, and c) actions of play. Based on this proposition, we pose three linked research questions, which make incomplete progress toward a generalized player model: RQ1 what is a necessary and sufficient foundation to a general player model?; RQ2 can such a foundation improve performanc"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1603.08973","kind":"arxiv","version":3},"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":"1603.08973","created_at":"2026-05-18T01:10:50.071464+00:00"},{"alias_kind":"arxiv_version","alias_value":"1603.08973v3","created_at":"2026-05-18T01:10:50.071464+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1603.08973","created_at":"2026-05-18T01:10:50.071464+00:00"},{"alias_kind":"pith_short_12","alias_value":"MNTQUUKOEDFU","created_at":"2026-05-18T12:30:32.724797+00:00"},{"alias_kind":"pith_short_16","alias_value":"MNTQUUKOEDFUNHZC","created_at":"2026-05-18T12:30:32.724797+00:00"},{"alias_kind":"pith_short_8","alias_value":"MNTQUUKO","created_at":"2026-05-18T12:30:32.724797+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/MNTQUUKOEDFUNHZCG7WLQJZEKH","json":"https://pith.science/pith/MNTQUUKOEDFUNHZCG7WLQJZEKH.json","graph_json":"https://pith.science/api/pith-number/MNTQUUKOEDFUNHZCG7WLQJZEKH/graph.json","events_json":"https://pith.science/api/pith-number/MNTQUUKOEDFUNHZCG7WLQJZEKH/events.json","paper":"https://pith.science/paper/MNTQUUKO"},"agent_actions":{"view_html":"https://pith.science/pith/MNTQUUKOEDFUNHZCG7WLQJZEKH","download_json":"https://pith.science/pith/MNTQUUKOEDFUNHZCG7WLQJZEKH.json","view_paper":"https://pith.science/paper/MNTQUUKO","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1603.08973&json=true","fetch_graph":"https://pith.science/api/pith-number/MNTQUUKOEDFUNHZCG7WLQJZEKH/graph.json","fetch_events":"https://pith.science/api/pith-number/MNTQUUKOEDFUNHZCG7WLQJZEKH/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/MNTQUUKOEDFUNHZCG7WLQJZEKH/action/timestamp_anchor","attest_storage":"https://pith.science/pith/MNTQUUKOEDFUNHZCG7WLQJZEKH/action/storage_attestation","attest_author":"https://pith.science/pith/MNTQUUKOEDFUNHZCG7WLQJZEKH/action/author_attestation","sign_citation":"https://pith.science/pith/MNTQUUKOEDFUNHZCG7WLQJZEKH/action/citation_signature","submit_replication":"https://pith.science/pith/MNTQUUKOEDFUNHZCG7WLQJZEKH/action/replication_record"}},"created_at":"2026-05-18T01:10:50.071464+00:00","updated_at":"2026-05-18T01:10:50.071464+00:00"}