{ "rdf4j_server":"http://192.168.0.16:8080", "datasets":{ "conference-1":{ "source":"cmt", "target":"conference", "groundtruth":"data/groundtruth/conference/cmt-conference.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-cmt-conference.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-cmt-conference.rdf", "yam":"data/baselines/conference/yam/yam-cmt-conference.rdf" } }, "conference-2":{ "source":"cmt", "target":"confof", "groundtruth":"data/groundtruth/conference/cmt-confof.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-cmt-confof.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-cmt-confof.rdf", "yam":"data/baselines/conference/yam/yam-cmt-confof.rdf" } }, "conference-3":{ "source":"cmt", "target":"edas", "groundtruth":"data/groundtruth/conference/cmt-edas.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-cmt-edas.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-cmt-edas.rdf", "yam":"data/baselines/conference/yam/yam-cmt-edas.rdf" } }, "conference-4":{ "source":"cmt", "target":"ekaw", "groundtruth":"data/groundtruth/conference/cmt-ekaw.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-cmt-ekaw.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-cmt-ekaw.rdf", "yam":"data/baselines/conference/yam/yam-cmt-ekaw.rdf" } }, "conference-5":{ "source":"cmt", "target":"iasted", "groundtruth":"data/groundtruth/conference/cmt-iasted.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-cmt-iasted.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-cmt-iasted.rdf", "yam":"data/baselines/conference/yam/yam-cmt-iasted.rdf" } }, "conference-6":{ "source":"cmt", "target":"sigkdd", "groundtruth":"data/groundtruth/conference/cmt-sigkdd.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-cmt-sigkdd.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-cmt-sigkdd.rdf", "yam":"data/baselines/conference/yam/yam-cmt-sigkdd.rdf" } }, "conference-7":{ "source":"conference", "target":"confof", "groundtruth":"data/groundtruth/conference/conference-confof.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-conference-confof.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-conference-confof.rdf", "yam":"data/baselines/conference/yam/yam-conference-confof.rdf" } }, "conference-8":{ "source":"conference", "target":"edas", "groundtruth":"data/groundtruth/conference/conference-edas.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-conference-edas.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-conference-edas.rdf", "yam":"data/baselines/conference/yam/yam-conference-edas.rdf" } }, "conference-9":{ "source":"conference", "target":"ekaw", "groundtruth":"data/groundtruth/conference/conference-ekaw.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-conference-ekaw.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-conference-ekaw.rdf", "yam":"data/baselines/conference/yam/yam-conference-ekaw.rdf" } }, "conference-10":{ "source":"conference", "target":"iasted", "groundtruth":"data/groundtruth/conference/conference-iasted.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-conference-iasted.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-conference-iasted.rdf", "yam":"data/baselines/conference/yam/yam-conference-iasted.rdf" } }, "conference-11":{ "source":"conference", "target":"sigkdd", "groundtruth":"data/groundtruth/conference/conference-sigkdd.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-conference-sigkdd.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-conference-sigkdd.rdf", "yam":"data/baselines/conference/yam/yam-conference-sigkdd.rdf" } }, "conference-12":{ "source":"confof", "target":"edas", "groundtruth":"data/groundtruth/conference/confof-edas.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-confof-edas.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-confof-edas.rdf", "yam":"data/baselines/conference/yam/yam-confof-edas.rdf" } }, "conference-13":{ "source":"confof", "target":"ekaw", "groundtruth":"data/groundtruth/conference/confof-ekaw.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-confof-ekaw.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-confof-ekaw.rdf", "yam":"data/baselines/conference/yam/yam-confof-ekaw.rdf" } }, "conference-14":{ "source":"confof", "target":"iasted", "groundtruth":"data/groundtruth/conference/confof-iasted.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-confof-iasted.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-confof-iasted.rdf", "yam":"data/baselines/conference/yam/yam-confof-iasted.rdf" } }, "conference-15":{ "source":"confof", "target":"sigkdd", "groundtruth":"data/groundtruth/conference/confof-sigkdd.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-confof-sigkdd.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-confof-sigkdd.rdf", "yam":"data/baselines/conference/yam/yam-confof-sigkdd.rdf" } }, "conference-16":{ "source":"edas", "target":"ekaw", "groundtruth":"data/groundtruth/conference/edas-ekaw.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-edas-ekaw.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-edas-ekaw.rdf", "yam":"data/baselines/conference/yam/yam-edas-ekaw.rdf" } }, "conference-17":{ "source":"edas", "target":"iasted", "groundtruth":"data/groundtruth/conference/edas-iasted.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-edas-iasted.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-edas-iasted.rdf", "yam":"data/baselines/conference/yam/yam-edas-iasted.rdf" } }, "conference-18":{ "source":"edas", "target":"sigkdd", "groundtruth":"data/groundtruth/conference/edas-sigkdd.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-edas-sigkdd.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-edas-sigkdd.rdf", "yam":"data/baselines/conference/yam/yam-edas-sigkdd.rdf" } }, "conference-19":{ "source":"ekaw", "target":"iasted", "groundtruth":"data/groundtruth/conference/ekaw-iasted.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-ekaw-iasted.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-ekaw-iasted.rdf", "yam":"data/baselines/conference/yam/yam-ekaw-iasted.rdf" } }, "conference-20":{ "source":"ekaw", "target":"sigkdd", "groundtruth":"data/groundtruth/conference/ekaw-sigkdd.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-ekaw-sigkdd.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-ekaw-sigkdd.rdf", "yam":"data/baselines/conference/yam/yam-ekaw-sigkdd.rdf" } }, "conference-21":{ "source":"iasted", "target":"sigkdd", "groundtruth":"data/groundtruth/conference/iasted-sigkdd.rdf", "existing_methods":{ "aml":"data/baselines/conference/AML/AML-iasted-sigkdd.rdf", "logmap":"data/baselines/conference/LogMap/LogMap-iasted-sigkdd.rdf", "yam":"data/baselines/conference/yam/yam-iasted-sigkdd.rdf" } }, "ai4eu-1":{ "source":"saref", "target":"dogont", "groundtruth":"data/groundtruth/ai4eu/saref-dogont.rdf", "existing_methods":{ "aml":"data/baselines/ai4eu/AML/AML-saref-dogont.rdf", "logmap":"data/baselines/ai4eu/LogMap/LogMap-saref-dogont.rdf", "yam":"data/baselines/ai4eu/yam/yam-saref-dogont.rdf" } }, "ai4eu-2":{ "source":"saref", "target":"fiestaiot", "groundtruth":"data/groundtruth/ai4eu/saref-fiestaiot.rdf", "existing_methods":{ "aml":"data/baselines/ai4eu/AML/AML-saref-fiestaiot.rdf", "logmap":"data/baselines/ai4eu/LogMap/LogMap-saref-fiestaiot.rdf", "yam":"data/baselines/ai4eu/yam/yam-saref-fiestaiot.rdf" } }, "ai4eu-3":{ "source":"saref", "target":"m3lite", "groundtruth":"data/groundtruth/ai4eu/saref-m3lite.rdf", "existing_methods":{ "aml":"data/baselines/ai4eu/AML/AML-saref-m3lite.rdf", "logmap":"data/baselines/ai4eu/LogMap/LogMap-saref-m3lite.rdf", "yam":"data/baselines/ai4eu/yam/yam-saref-m3lite.rdf" } }, "nasa":{ "source":"atmonto", "target":"airm", "groundtruth":"data/groundtruth/nasa/atmonto-airm.rdf", "existing_methods":{ "aml":"data/baselines/nasa/AML/AMLAlignment_Auto.rdf", "logmap":"data/baselines/nasa/LogMap/LogMapAlignment.rdf", "yam":"data/baselines/nasa/yam/YAMPlusPlusAlignment.rdf" } }, "anatomy":{ "source":"mouse", "target":"human", "groundtruth":"data/groundtruth/anatomy/mouse-human.rdf", "existing_methods":{ "aml":"data/baselines/anatomy/AML/AML.rdf", "logmap":"data/baselines/anatomy/LogMap/LogMap.rdf", "yam":"data/baselines/anatomy/yam/yam_mouse_human.rdf" } } }, "lfs_set":[ "LF_class_name_equal", "LF_class_name_stemmed_equal", "LF_acronyms", "LF_class_name_synonyms", "LF_label_equal", "LF_root_nouns_equal", "LF_class_name_distance", "LF_name_segment_overlap", "LF_label_words_overlap", "LF_subclasses_overlap", "LF_superclasses_overlap", "LF_properties_overlap", "LF_class_name_similarity", "LF_label_similarity", "LF_comment_similarity" ], "tunable_lf_set": [ "LF_class_name_similarity_ma", "LF_class_name_similarity_mb", "LF_label_similarity_ma", "LF_label_similarity_mb", "LF_comment_similarity_ma", "LF_comment_similarity_mb", "LF_random_forest_prob", "LF_logistic_regression_prob", "LF_xgboost_prob", "LF_mlp_prob" ], "feature_set":[ "shared_word", "levenshtein_distance", "hamming_distance", "num_common_words", "class_name_words_similarity_a", "class_name_words_similarity_b", "label_words_similarity_a", "label_words_similarity_b", "comment_similarity_a", "comment_similarity_b" ], "methods":{ "WeSAL":{ "datapoint_grouping":"disagreement", "group_selection":"max", "datapoint_selection":"entropy", "lf_ensemble":"snorkel_with_corrected_votes", "lf_selection":"all", "with_slow_loop":false, "to_be_evaluated": true }, "AL-RF":{ "datapoint_grouping":"none", "group_selection":"none", "datapoint_selection":"entropy", "lf_ensemble":"normal_active_learning_rf", "lf_selection":"all", "with_slow_loop":false, "to_be_evaluated": true }, "DualLoop":{ "datapoint_grouping":"num_positive_votes", "group_selection":"max", "datapoint_selection":"match_confidence", "lf_ensemble":"snorkel_with_init_precision", "lf_selection":"all", "with_slow_loop":true, "with_lf_tuning": true, "to_be_evaluated": true }, "DualLoop_without_tuning":{ "datapoint_grouping":"num_positive_votes", "group_selection":"max", "datapoint_selection":"match_confidence", "lf_ensemble":"snorkel_with_init_precision", "lf_selection":"all", "with_slow_loop":true, "with_lf_tuning": false, "to_be_evaluated": false }, "DualLoop_without_slow_loop":{ "datapoint_grouping":"num_positive_votes", "group_selection":"max", "datapoint_selection":"match_confidence", "lf_ensemble":"snorkel_with_init_precision", "lf_selection":"all", "with_slow_loop":false, "with_lf_tuning": false, "to_be_evaluated": false }, "DualLoop_with_entropy":{ "datapoint_grouping":"none", "group_selection":"none", "datapoint_selection":"entropy", "lf_ensemble":"snorkel_with_init_precision", "lf_selection":"all", "with_slow_loop":true, "with_lf_tuning": true, "to_be_evaluated": false }, "DualLoop_with_normal_ensemble":{ "datapoint_grouping":"num_positive_votes", "group_selection":"max", "datapoint_selection":"match_confidence", "lf_ensemble":"snorkel_with_corrected_votes", "lf_selection":"all", "with_slow_loop":true, "with_lf_tuning": true, "to_be_evaluated": false } } }