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IntGradText.json
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{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextExplanationExperience",
"classes": [
"http://www.w3id.org/iSeeOnto/explanationexperience#ExplanationExperience"
],
"http://www.w3id.org/iSeeOnto/explanationexperience#hasDescription": {
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextDescription",
"classes": [
"http://www.w3id.org/iSeeOnto/explanationexperience#Description"
],
"http://www.w3id.org/iSeeOnto/explanationexperience#hasAIModel": {
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextAIModel",
"classes": [
"http://www.w3id.org/iSeeOnto/aimodel#AIModel"
],
"http://www.w3id.org/iSeeOnto/aimodel#solves": {
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextMulti-class_Classification",
"classes": [
"http://www.w3id.org/iSeeOnto/aimodel#Multi-class_Classification"
],
"http://semanticscience.org/resource/SIO_000355": {
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextAITaskGoal",
"classes": [
"http://www.w3id.org/iSeeOnto/aimodel#AITaskGoal"
],
"http://semanticscience.org/resource/SIO_000300": "Predict the question category based on question text"
}
},
"http://www.w3id.org/iSeeOnto/explainer#utilises": {
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextConvolutional_Neural_Network",
"classes": [
"http://www.w3id.org/iSeeOnto/aimodel#Convolutional_Neural_Network"
]
},
"http://www.w3id.org/iSeeOnto/aimodel#trainedOn": [
{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextDataset",
"classes": [
"http://www.w3id.org/iSeeOnto/aimodel#Dataset"
],
"http://www.w3id.org/iSeeOnto/aimodel#featureCountRange": {
"instance": "http://www.w3id.org/iSeeOnto/aimodel#Less_than_10",
"classes": [
"http://www.w3id.org/iSeeOnto/aimodel#Dataset_Feature_Quantity_Range"
]
},
"http://www.w3id.org/iSeeOnto/aimodel#instanceCountRange": {
"value": "http://www.w3id.org/iSeeOnto/aimodel#Greater_than_1000",
"classes": [
"http://www.w3id.org/iSeeOnto/aimodel#Dataset_Instance_Quantity_Range"
]
},
"http://www.w3id.org/iSeeOnto/aimodel#hasDatasetType": {
"instance": "http://www.w3id.org/iSeeOnto/explainer#text",
"classes": [
"http://www.w3id.org/iSeeOnto/explainer#DatasetType"
]
},
"http://www.w3id.org/iSeeOnto/aimodel#hasFeatureType": [
{
"instance": "http://www.w3id.org/iSeeOnto/explainer#numerical",
"classes": [
"http://www.w3id.org/iSeeOnto/explainer#DataType"
]
}
]
}
],
"http://www.w3id.org/iSeeOnto/evaluation#annotatedBy": []
},
"http://www.w3id.org/iSeeOnto/explanationexperience#hasExplanationRequirements": {
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextExplanationRequirements",
"classes": [
"http://www.w3id.org/iSeeOnto/explanationexperience#ExplanationRequirements"
],
"hasExplanationCriteria": [
{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextPortabilityCriteria",
"classes": [
"http://www.w3id.org/iSeeOnto/explanationexperience#ExplanationCriteria"
],
"onProperty": "http://www.w3id.org/iSeeOnto/explainer#hasPortability",
"requiredObjectValue": "http://www.w3id.org/iSeeOnto/explainer#model-specific"
},
{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextConcurrentnessCriteria",
"classes": [
"http://www.w3id.org/iSeeOnto/explanationexperience#ExplanationCriteria"
],
"onProperty": "http://www.w3id.org/iSeeOnto/explainer#hasConcurrentness",
"requiredObjectValue": "http://www.w3id.org/iSeeOnto/explainer#post-hoc"
},
{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextPresentationCriteria",
"classes": [
"http://www.w3id.org/iSeeOnto/explanationexperience#ExplanationCriteria"
],
"onProperty": "http://www.w3id.org/iSeeOnto/explainer#hasPresentation",
"requiredValueType": "http://semanticscience.org/resource/SIO_000078"
},
{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextExplanationScopeCriteria",
"classes": [
"http://www.w3id.org/iSeeOnto/explanationexperience#ExplanationCriteria"
],
"onProperty": "http://www.w3id.org/iSeeOnto/explainer#hasExplanationScope",
"requiredObjectValue": "http://www.w3id.org/iSeeOnto/explainer#local"
},
{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextExplanationTargetCriteria",
"classes": [
"http://www.w3id.org/iSeeOnto/explanationexperience#ExplanationCriteria"
],
"onProperty": "http://www.w3id.org/iSeeOnto/explainer#targetType",
"requiredObjectValue": "http://www.w3id.org/iSeeOnto/explainer#prediction"
}
]
},
"http://www.w3id.org/iSeeOnto/explanationexperience#hasUserGroup": {
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextUserGroup",
"classes": [
"http://www.w3id.org/iSeeOnto/user#UserGroup"
],
"http://www.w3id.org/iSeeOnto/user#hasIntent": {
"instance": "http://www.w3id.org/iSeeOnto/user#Transparency",
"classes": [
"http://semanticscience.org/resource/SIO_000358"
]
},
"http://www.w3id.org/iSeeOnto/user#hasResources": [
{
"instance": "http://www.w3id.org/iSeeOnto/user#Touchpad",
"classes": [
"http://www.w3id.org/iSeeOnto/user#VisualFacilities"
]
},
{
"instance": "http://www.w3id.org/iSeeOnto/user#ScreenDisplay",
"classes": [
"http://www.w3id.org/iSeeOnto/user#VisualFacilities"
]
}
],
"https://purl.org/heals/eo#possess": [
{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextUserAIKnowledge",
"classes": [
"http://www.w3id.org/iSeeOnto/user#AIMethodKnowledge"
],
"http://www.w3id.org/iSeeOnto/user#levelOfKnowledge": {
"instance": "http://www.w3id.org/iSeeOnto/user#no_knowledge",
"classes": [
"http://www.w3id.org/iSeeOnto/user#KnowledgeLevel"
]
}
},
{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextUserDomainKnowledge",
"classes": [
"http://www.w3id.org/iSeeOnto/user#DomainKnowledge"
],
"http://www.w3id.org/iSeeOnto/user#levelOfKnowledge": {
"instance": "http://www.w3id.org/iSeeOnto/user#no_knowledge",
"classes": [
"http://www.w3id.org/iSeeOnto/user#KnowledgeLevel"
]
}
}
],
"https://purl.org/heals/eo#asks": [
{
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextQuestion",
"http://semanticscience.org/resource/SIO_000300": "Why does the system predict category Y for question text X?",
"classes": [
"http://semanticscience.org/resource/SIO_000085"
],
"http://www.w3id.org/iSeeOnto/user#hasQuestionTarget": {
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextSystemRecommendation",
"classes": [
"https://purl.org/heals/eo#SystemRecommendation"
]
}
}
]
}
},
"http://www.w3id.org/iSeeOnto/explanationexperience#hasSolution": {},
"http://www.w3id.org/iSeeOnto/explanationexperience#hasOutcome": {
"instance": "http://www.w3id.org/iSeeOnto/explanationexperience/IntGradText/IntGradTextOutcome",
"classes": [
"http://www.w3id.org/iSeeOnto/explanationexperience#Outcome"
],
"http://linkedu.eu/dedalo/explanationPattern.owl#isBasedOn": []
}
}