{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2017:GJDL7VR6TQTEJOR5QFCBNY7IC5","short_pith_number":"pith:GJDL7VR6","schema_version":"1.0","canonical_sha256":"3246bfd63e9c2644ba3d814416e3e817603aecd0174f57a5b87f76bc147382d1","source":{"kind":"arxiv","id":"1702.07681","version":1},"attestation_state":"computed","paper":{"title":"What Aspects of Mobile Ads Do Users Care About? An Empirical Study of Mobile In-app Ad Reviews","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CY","authors_text":"Jiaping Gui, Meiyappan Nagappan, William G. J. Halfond","submitted_at":"2017-02-22T18:10:58Z","abstract_excerpt":"In the mobile app ecosystem, developers receive ad revenue by placing ads in their apps and releasing them for free. While there is evidence that users do not like ads, we do not know what are the aspects of ads that users dislike nor if they dislike certain aspects of ads more than others. Therefore, in this paper, we analyzed the different topics of ad related complaints from users. In order to do this, we investigated app reviews that users gave for apps in the app store that were about ads. We manually examined a random sample set of 400 ad reviews to identify ad complaint topics. We found"},"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":"1702.07681","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2017-02-22T18:10:58Z","cross_cats_sorted":[],"title_canon_sha256":"9a08622d0a324d51d9e0d811a06eeb92eb5195cfc8d3e70d193957cd73071022","abstract_canon_sha256":"f6e687acf3386ed07029e50130741620a2f9a524cbd6d32fae07b3e7505be996"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:50:02.516593Z","signature_b64":"Lpre3iaQaJOROepr6csAtJT3SuF6m6jW3Dv2zuF4D6BAC1Jp7gEnM4gobDSXBfDBuA6UdeDO6QOtzcfYxLDGCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3246bfd63e9c2644ba3d814416e3e817603aecd0174f57a5b87f76bc147382d1","last_reissued_at":"2026-05-18T00:50:02.515887Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:50:02.515887Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"What Aspects of Mobile Ads Do Users Care About? An Empirical Study of Mobile In-app Ad Reviews","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CY","authors_text":"Jiaping Gui, Meiyappan Nagappan, William G. J. Halfond","submitted_at":"2017-02-22T18:10:58Z","abstract_excerpt":"In the mobile app ecosystem, developers receive ad revenue by placing ads in their apps and releasing them for free. While there is evidence that users do not like ads, we do not know what are the aspects of ads that users dislike nor if they dislike certain aspects of ads more than others. Therefore, in this paper, we analyzed the different topics of ad related complaints from users. In order to do this, we investigated app reviews that users gave for apps in the app store that were about ads. We manually examined a random sample set of 400 ad reviews to identify ad complaint topics. We found"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1702.07681","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":"1702.07681","created_at":"2026-05-18T00:50:02.516006+00:00"},{"alias_kind":"arxiv_version","alias_value":"1702.07681v1","created_at":"2026-05-18T00:50:02.516006+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1702.07681","created_at":"2026-05-18T00:50:02.516006+00:00"},{"alias_kind":"pith_short_12","alias_value":"GJDL7VR6TQTE","created_at":"2026-05-18T12:31:18.294218+00:00"},{"alias_kind":"pith_short_16","alias_value":"GJDL7VR6TQTEJOR5","created_at":"2026-05-18T12:31:18.294218+00:00"},{"alias_kind":"pith_short_8","alias_value":"GJDL7VR6","created_at":"2026-05-18T12:31:18.294218+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/GJDL7VR6TQTEJOR5QFCBNY7IC5","json":"https://pith.science/pith/GJDL7VR6TQTEJOR5QFCBNY7IC5.json","graph_json":"https://pith.science/api/pith-number/GJDL7VR6TQTEJOR5QFCBNY7IC5/graph.json","events_json":"https://pith.science/api/pith-number/GJDL7VR6TQTEJOR5QFCBNY7IC5/events.json","paper":"https://pith.science/paper/GJDL7VR6"},"agent_actions":{"view_html":"https://pith.science/pith/GJDL7VR6TQTEJOR5QFCBNY7IC5","download_json":"https://pith.science/pith/GJDL7VR6TQTEJOR5QFCBNY7IC5.json","view_paper":"https://pith.science/paper/GJDL7VR6","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1702.07681&json=true","fetch_graph":"https://pith.science/api/pith-number/GJDL7VR6TQTEJOR5QFCBNY7IC5/graph.json","fetch_events":"https://pith.science/api/pith-number/GJDL7VR6TQTEJOR5QFCBNY7IC5/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/GJDL7VR6TQTEJOR5QFCBNY7IC5/action/timestamp_anchor","attest_storage":"https://pith.science/pith/GJDL7VR6TQTEJOR5QFCBNY7IC5/action/storage_attestation","attest_author":"https://pith.science/pith/GJDL7VR6TQTEJOR5QFCBNY7IC5/action/author_attestation","sign_citation":"https://pith.science/pith/GJDL7VR6TQTEJOR5QFCBNY7IC5/action/citation_signature","submit_replication":"https://pith.science/pith/GJDL7VR6TQTEJOR5QFCBNY7IC5/action/replication_record"}},"created_at":"2026-05-18T00:50:02.516006+00:00","updated_at":"2026-05-18T00:50:02.516006+00:00"}