Emotion annotation scenario

[luigi-asprino]

Depends on

30

Description

Emotion detector annotates a piece of text with emotions of the Pluchick ontology.

Source

WP3-WP6 working group

Competency Questions

cf. #30

Ontology/Ontology Design Patterns Relevant for the scenario

cf. #30

MARL Opinion Ontology for representing polarity

SPARQL Questions

cf. #30

Toy Dataset/SPARQL Endpoint

{
  "@context" : {
    "dbr" : "http://dbpedia.org/resource/",
    "earmark" : "http://www.essepuntato.it/2008/12/earmark#",
    "emotion" : "https://w3id.org/spice/SON/PlutchikEmotion/",
    "ex" : "http://example.org/",
    "marl" : "http://www.gsi.upm.es/ontologies/marl/ns#",
    "owl" : "http://www.w3.org/2002/07/owl#",
    "rdfs" : "http://www.w3.org/2000/01/rdf-schema#",
    "semiotics" : "http://ontologydesignpatterns.org/cp/owl/semiotics.owl#",
    "xsd" : "http://www.w3.org/2001/XMLSchema#",
    "sentilo":"http://ontologydesignpatterns.org/ont/sentilo.owl"
  },
  "@graph" : [ {
    "@id" : "ex:docuverse",
    "@type" : "earmark:StringDocuverse",
    "@language" : "en",
    "earmark:hasContent" : "Josephus Flavius provided us with a glimpse into one of the most interesting times of our people, on the other hand, his act of betrayal is intensified by being one of the leaders of the rebellion. This arises the question: Why is it the elite that abandons the people in times of rebellion? Another question also arises as to why it is not satisfied with betrayel, but rather as Joseph the son of Matityahu who is not satisfied with his act of betrayal but performs a moral and cultural assimilation when he becomes Josephus Flavius?",
    "sentilo:scoreType": [{
      "@type" : "emotion:Calmness",
      "@id": "ex:anno_docuverse_calm",
      "sentilo:avgScore": "0.1"
    },
    {
      "@type": "marl:Positive",
      "@id":"ex:anno_docuverse_positive",
      "sentilo:avgScore": "0.1"
    }]
  }, {
    "@id" : "ex:anno_0_emotion_341-350",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "satisfied",
    "semiotics:denotes" : [{
      "@type" : "emotion:Calmness",
      "@id": "ex:anno_0_emotion_341-350_calm"
    },{
      "@type" : "emotion:Joy",
      "@id": "ex:anno_0_emotion_341-350_joy"
    }],
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "341",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "350",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_2_emotion_419-428",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "satisfied",
    "semiotics:denotes" : {
      "@type" : "emotion:Calmness",
            "@id" : "ex:anno_2_emotion_419-428_calm"
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "419",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "428",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_3_emotion_419-428",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "satisfied",
    "semiotics:denotes" : {
      "@type" : "emotion:Joy",
            "@id" : "ex:anno_3_emotion_419-428"
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "419",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "428",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_4_emotion_249-257",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "abandons",
    "semiotics:denotes" : {
      "@type" : "emotion:Fear",
            "@id" : "ex:anno_4_emotion_249-257_fear"
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "249",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "257",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_5_emotion_249-257",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "abandons",
    "semiotics:denotes" : {
      "@type" : "emotion:Sadness",
            "@id" : "ex:anno_5_emotion_249-257_sad"
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "249",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "257",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_6_entity_0-16",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "Josephus Flavius",
    "semiotics:denotes" : {
      "@id" : "dbr:Josephus",
      "@type" : [ "http://dbpedia.org/ontology/Person" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "0",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "16",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_7_entity_65-82",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "interesting times",
    "semiotics:denotes" : {
      "@id" : "dbr:Interesting_Times",
      "@type" : [ "http://dbpedia.org/ontology/Book", "http://dbpedia.org/ontology/WrittenWork", "http://dbpedia.org/ontology/Work" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "65",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "82",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_8_entity_128-136",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "betrayal",
    "semiotics:denotes" : {
      "@id" : "dbr:Betrayal",
      "@type" : [ "http://www.w3.org/2002/07/owl#Thing" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "128",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "136",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_9_entity_172-179",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "leaders",
    "semiotics:denotes" : {
      "@id" : "dbr:Leadership",
      "@type" : [ "http://dbpedia.org/ontology/PersonFunction" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "172",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "179",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_10_entity_187-196",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "rebellion",
    "semiotics:denotes" : {
      "@id" : "dbr:Rebellion",
      "@type" : [ "http://dbpedia.org/ontology/PersonFunction" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "187",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "196",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_11_entity_198-202",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "This",
    "semiotics:denotes" : {
      "@id" : "dbr:Sathya_Sai_Baba",
      "@type" : [ "http://dbpedia.org/ontology/Agent", "http://dbpedia.org/ontology/Religious", "http://dbpedia.org/ontology/Person" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "198",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "202",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_12_entity_203-209",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "arises",
    "semiotics:denotes" : {
      "@id" : "dbr:Four_Noble_Truths",
      "@type" : [ "http://www.w3.org/2002/07/owl#Thing" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "203",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "209",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_13_entity_238-243",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "elite",
    "semiotics:denotes" : {
      "@id" : "dbr:Elite",
      "@type" : [ "http://dbpedia.org/ontology/RecordLabel" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "238",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "243",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_14_entity_281-290",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "rebellion",
    "semiotics:denotes" : {
      "@id" : "dbr:Rebellion",
      "@type" : [ "http://dbpedia.org/ontology/PersonFunction" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "281",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "290",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_15_entity_292-299",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "Another",
    "semiotics:denotes" : {
      "@id" : "dbr:Bad_Kreuznach_station",
      "@type" : [ "http://dbpedia.org/ontology/Infrastructure", "http://dbpedia.org/ontology/Place", "http://dbpedia.org/ontology/ArchitecturalStructure", "http://dbpedia.org/ontology/Location", "http://dbpedia.org/ontology/Station" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "292",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "299",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_16_entity_314-320",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "arises",
    "semiotics:denotes" : {
      "@id" : "dbr:Four_Noble_Truths",
      "@type" : [ "http://www.w3.org/2002/07/owl#Thing" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "314",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "320",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_17_entity_341-350",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "satisfied",
    "semiotics:denotes" : {
      "@id" : "dbr:Satisfiability",
      "@type" : [ "http://www.w3.org/2002/07/owl#Thing" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "341",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "350",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_18_entity_380-386",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "Joseph",
    "semiotics:denotes" : {
      "@id" : "dbr:Saint_Joseph",
      "@type" : [ "http://dbpedia.org/ontology/Person", "http://dbpedia.org/ontology/Agent", "http://dbpedia.org/ontology/Saint", "http://dbpedia.org/ontology/Cleric" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "380",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "386",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_19_entity_398-407",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "Matityahu",
    "semiotics:denotes" : {
      "@id" : "dbr:Mattathias",
      "@type" : [ "http://dbpedia.org/ontology/Agent", "http://dbpedia.org/ontology/Person", "http://dbpedia.org/ontology/Royalty" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "398",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "407",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_20_entity_419-428",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "satisfied",
    "semiotics:denotes" : {
      "@id" : "dbr:Satisfiability",
      "@type" : [ "http://www.w3.org/2002/07/owl#Thing" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "419",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "428",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_21_entity_445-453",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "betrayal",
    "semiotics:denotes" : {
      "@id" : "dbr:Betrayal",
      "@type" : [ "http://www.w3.org/2002/07/owl#Thing" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "445",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "453",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_22_entity_479-500",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "cultural assimilation",
    "semiotics:denotes" : {
      "@id" : "dbr:Cultural_assimilation",
      "@type" : [ "http://www.w3.org/2002/07/owl#Thing" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "479",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "500",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_23_entity_517-533",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "Josephus Flavius",
    "semiotics:denotes" : {
      "@id" : "dbr:Josephus",
      "@type" : [ "http://dbpedia.org/ontology/Person" ]
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "517",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "533",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_24_sentiment_415-428",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "not satisfied",
    "semiotics:denotes" : {
      "@id" : "marl:Negative"
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "415",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "428",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_25_sentiment_337-350",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "not satisfied",
    "semiotics:denotes" : {
      "@id" : "marl:Negative"
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "337",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "350",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_26_sentiment_249-257",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "abandons",
    "semiotics:denotes" : {
      "@id" : "marl:Negative"
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "249",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "257",
      "@type" : "xsd:nonNegativeInteger"
    }
  }, {
    "@id" : "ex:anno_27_sentiment_65-76",
    "@type" : "earmark:PointerRange",
    "rdfs:label" : "interesting",
    "semiotics:denotes" : {
      "@id" : "marl:Positive"
    },
    "earmark:refersTo" : {
      "@id" : "ex:docuverse"
    },
    "earmark:begins" : {
      "@value" : "65",
      "@type" : "xsd:nonNegativeInteger"
    },
    "earmark:ends" : {
      "@value" : "76",
      "@type" : "xsd:nonNegativeInteger"
    }
  } ]
}

[alessioBosca]

Hi @luigi-asprino ,

I would like to add a tag referring the whole document (specifically an overall document sentiment value). Should I create a range w.r.t. the whole document or do you suggest another approach?

[luigi-asprino]

Hi @alessioBosca,

What kind of annotation would you like to add? Could you give some examples?

Thanks!

Luigi

[alessioBosca]

Hi @luigi-asprino,

I would like to add an overall document sentiment value, I guess the value could be expressed like for the span

"semiotics:denotes" : { "@id" : "marl:Positive" },

however I'm not sure how to replace "@type" : "earmark:PointerRange", and begin/end . I can refer to the begin / end of the document but maybe there is a better way to express it

[luigi-asprino]

you can use semiotics:denotes as predicate, but I would rather use the docuverse (ex:docuverse in the example) as the subject of the triple to refer to the whole document instead of the pointer ranges. I'm going to update the example above to reflect this annotation.

[aldogangemi]

Hello, the docuverse must be the subject indeed, but the semiotics:denotes is typically used to denote what the document refers to, e.g. “I love you” denotes an event in which e.g. a human is the agent/subject of loving another one (the patient/object of loving). Positivity (marl:Positive) is only indirectly denoted by the text, since it is averaged across the multiple sentiment scores computed by the algorithm (or otherwise, but still computed), so I’d use a more specific predicate, e.g. the one used in Sentilo: http://www.ontologydesignpatterns.org/ont/sentilo.owl#hasAvgScore. Aldo

On 19 Jan 2022, at 10:55, luigi-asprino @.***> wrote:

you can use semiotics:denotes as predicate, but I would rather use the docuverse (ex:docuverse in the example) as the subject of the triple to refer to the whole document instead of the pointer ranges. I'm going to update the example above to reflect this annotation.

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[luigi-asprino]

Ok great. I will update the example. Any chance you have the source code of the sentilo ontology?

Luigi

On 19 Jan 2022, at 12:41, aldogangemi @.***> wrote:

Hello, the docuverse must be the subject indeed, but the semiotics:denotes is typically used to denote what the document refers to, e.g. “I love you” denotes an event in which e.g. a human is the agent/subject of loving another one (the patient/object of loving). Positivity (marl:Positive) is only indirectly denoted by the text, since it is averaged across the multiple sentiment scores computed by the algorithm (or otherwise, but still computed), so I’d use a more specific predicate, e.g. the one used in Sentilo: http://www.ontologydesignpatterns.org/ont/sentilo.owl#hasAvgScore. Aldo

On 19 Jan 2022, at 10:55, luigi-asprino @.***> wrote:

you can use semiotics:denotes as predicate, but I would rather use the docuverse (ex:docuverse in the example) as the subject of the triple to refer to the whole document instead of the pointer ranges. I'm going to update the example above to reflect this annotation.

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[aldogangemi]

Sure, that’s the sentilo.owl link:

http://ontologydesignpatterns.org/ont/sentilo.owl http://ontologydesignpatterns.org/ont/sentilo.owl

Aldo

On 19 Jan 2022, at 12:44, luigi-asprino @.***> wrote:

Ok great. I will update the example. Any chance you have the source code of the sentilo ontology?

Luigi

On 19 Jan 2022, at 12:41, aldogangemi @.***> wrote:

Hello, the docuverse must be the subject indeed, but the semiotics:denotes is typically used to denote what the document refers to, e.g. “I love you” denotes an event in which e.g. a human is the agent/subject of loving another one (the patient/object of loving). Positivity (marl:Positive) is only indirectly denoted by the text, since it is averaged across the multiple sentiment scores computed by the algorithm (or otherwise, but still computed), so I’d use a more specific predicate, e.g. the one used in Sentilo: http://www.ontologydesignpatterns.org/ont/sentilo.owl#hasAvgScore. Aldo

On 19 Jan 2022, at 10:55, luigi-asprino @.***> wrote:

you can use semiotics:denotes as predicate, but I would rather use the docuverse (ex:docuverse in the example) as the subject of the triple to refer to the whole document instead of the pointer ranges. I'm going to update the example above to reflect this annotation.

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[luigi-asprino]

Great! Thank you

[alessioBosca]

@luigi-asprino @aldogangemi thanks for the update and examples

Alessio

[aldogangemi]

Ah giusto una issue tecnica: se il valore può essere un individuo come marl:Positive, allora qui c’è bisogno di una ObjectProperty, mentre sentilo:hasAVGScore è una DatatypeProperty (il range è xsd:double). Forse si potrebbe aggiungere una ObjectProperty a sentilo.owl, ex. sentilo:scoreType.

On 19 Jan 2022, at 17:22, Alessio Bosca @.***> wrote:

@luigi-asprino https://github.com/luigi-asprino @aldogangemi https://github.com/aldogangemi thanks for the update and examples

Alessio

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[luigi-asprino]

Ok, shall we use sentilo:scoreType? Could you add such object property to the sentilo ontology (I don't have access to the ODP's FTP server anymore).

[aldogangemi]

OK, I’ll do right away. And sorry for the Italian switch ...

On 19 Jan 2022, at 18:48, luigi-asprino @.***> wrote:

Ok, shall we use sentilo:scoreType? Could you add such object property to the sentilo ontology (I don't have access to the ODP's FTP server anymore).

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[alessioBosca]

Hi @luigi-asprino and @aldogangemi, I would like to combine scoreType with avgScore (in order to provede a confidence value), I was thinking something like

"sentilo:scoreType" : [{ "@id": "marl:Positive", "sentilo:avgScore": 0.6 }, { "@type" : "emotion:Calmness", "sentilo:avgScore": 0.82 }]

would that be OK?

[aldogangemi]

Sure Alessio, that’s good. Aldo

On 24 Jan 2022, at 15:38, Alessio Bosca @.***> wrote:

Hi @luigi-asprino https://github.com/luigi-asprino and @aldogangemi https://github.com/aldogangemi, I would like to combine scoreType with avgScore (in order to provede a confidence value), I was thinking something like

"sentilo:scoreType" : [{ @. https://github.com/id": "marl:Positive", "sentilo:avgScore": 0.6 }, { @. https://github.com/type" : "emotion:Calmness", "sentilo:avgScore": 0.82 }]

would that be OK?

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[alessioBosca]

Thanks Aldo

[luigi-asprino]

Hi,

I have updated the example. In the previous version marl:Positive was referred by punning, but in light of the considerations above (you need to associate a score to the specific annotato of the document), I think that a slightly better solution requires instantiating marl:Positive and associate the score to such instance.