{"id":"W2575255383","doi":"10.1109/wi.2016.0111","title":"Web Page Recommendation Based on Bitwise Frequent Pattern Mining","year":2016,"lang":"en","type":"article","venue":"","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Web mining; Data mining; Web page; Association rule learning; Information retrieval; Apriori algorithm; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001908557,0.00008280088,0.00006327232,0.00007351369,0.00007858023,0.0000882279,0.0004142272,0.0000255189,0.0002904618],"category_scores_gemma":[0.00002045448,0.0000527945,0.00002672599,0.0001531319,0.00001330145,0.0002692516,0.000080497,0.00003153461,0.0003588057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003430966,"about_ca_system_score_gemma":0.00003298024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002258411,"about_ca_topic_score_gemma":0.0000107681,"domain_scores_codex":[0.9992475,0.00002715844,0.0001397951,0.0003114983,0.0001169487,0.0001571002],"domain_scores_gemma":[0.9991996,0.0001487834,0.0000518517,0.000504048,0.00002762399,0.00006806063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[4.693374e-7,0.00004650901,0.0003971984,0.00000114833,0.000001915292,0.000001072695,0.00002602376,0.000001457176,0.001950199,0.001428959,0.01435895,0.9817861],"study_design_scores_gemma":[0.0007985885,0.000141266,0.001912826,0.00007296652,0.000003545965,0.00000235881,0.00001758212,0.8625922,0.004089582,0.0003122651,0.1297736,0.0002832227],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004809343,0.000001153696,0.9703133,0.0165356,0.0001430038,0.00007593697,0.00003238929,0.0001975357,0.007891784],"genre_scores_gemma":[0.8125164,0.000005896526,0.182898,0.003282063,0.00007928791,0.00006541521,0.00002943243,0.00001034066,0.001113191],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9815029,"threshold_uncertainty_score":0.4611841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527682824907797,"score_gpt":0.2568161987767931,"score_spread":0.2315393705277151,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}