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Introducción a Watson Knowledge Studio

10/25
Recursos

Aportes 22

Preguntas 4

Ordenar por:

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Knowledge Studio permite enseñar a Watson el lenguaje de su dominio con modelos de aprendizaje automático personalizados que identifican entidades y relaciones exclusivas de su sector en texto no estructurado.

Hay pequeños cambios a hoy 18/07/20, las preanotations ya no cuentan con esas opciones manuales, y para las anotaciones ya no se da click en open sino en el propio nombre del archivo, ademas al dar guardar no se vuelve al set, sino que se queda dentro del documento al menos para mi.

Knowledge Studio es un servicio de inteligencia artificial que ofrece IBM Watson para crear modelos de machine learning que entiendan las distintas matices, significados, y relaciones específicas de la industria en la cual planeamos crear un modelo basado en reglas que encuentren entidades in documentos con base a las reglas que le planteemos.
Knowledge permite crear un modelo de machine learning o reglas personalizadas para nuestro Natrual Language Understanding (NLU) y/o Discovery.

Estas clases están muy bien explicadas!

Excelente Clase

Que buena explicación!

Muy buena explicación de parte de Isaac. Excelente.

Wow

completada las anotaciones

Vamo a embellecerlo

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          "color": "black",
          "hotkey": "2",
          "backGroundColor": "#00FF7F",
          "name": "NOM"
        },
        {
          "color": "black",
          "hotkey": "3",
          "backGroundColor": "#AAFFFF",
          "name": "PRO"
        },
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          "hotkey": "4",
          "backGroundColor": "gray",
          "name": "NONE"
        }
      ],
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          "color": "#A5A5A5",
          "hotkey": "3",
          "backGroundColor": "white",
          "name": "SPC"
        },
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          "color": "black",
          "hotkey": "2",
          "backGroundColor": "#00FF7F",
          "name": "NEG"
        },
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          "name": "GEN"
        }
      ],
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  "functionalEntityTypes": [
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      "label": "*",
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una gran herramienta

Me parece una forma muy fácil de hacer las cosas.

Buena clase. Logré completar el ejercicio sin problema.

Buena explicación.

Considero que es bastante útil el tema de las anotaciones para el aprendizaje del modelo.

![](

Muy Buena Clase

Excelente Explicación 😃

muy claro y practico, después de anotado vamos a proceder a consumir el servicio.

Estas son las novedades en la opción de preanotaciones

Están disponibles las siguientes características nuevas y cambios en IBM Watson ™ Knowledge Studio.

Marzo de 2020

Flujo de trabajo de preanotación mejorado.

Ejecute varios preanotadores a la vez y configure el orden de los preanotadores para resolver los conflictos de anotaciones entre ellos. Los resultados del preanotador existentes se conservan a menos que los elimine con la opción Limpiar .
.
Las anotaciones humanas se conservan al ejecutar preanotadores, incluso cuando se usa la opción Limpiar .

En mi caso el archivo JSON cargado en los recursos no me descargo, así que utilice el código compartido por el compañero Jaziel y lo copie y pegue en un generador de archivos JSON donde lo descargue y fue el que subí.

.
El archivo JSON lo cree en la web json-generator.com

.
Les comparto nuevamente el código por si tienen el mismo inconveniente

[{
  "entityTypes": [
    {
      "id": "c0219737-4254-4a6d-a48d-6e76eb0c5ce6",
      "label": "Nombre",
      "sireProp": {
        "mentionType": null,
        "subtypes": null,
        "roles": [
          "c0219737-4254-4a6d-a48d-6e76eb0c5ce6"
        ],
        "clazz": null,
        "color": null,
        "hotkey": null,
        "backGroundColor": null,
        "active": true,
        "roleOnly": false
      },
      "creationDate": 1559569310734,
      "source": null,
      "modifiedDate": 0,
      "typeType": null,
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      "typeProvenance": null,
      "alchemyAPITypes": null,
      "nluAPITypes": null
    },
    {
      "id": "f010d990-478a-456b-9e16-b695c4946355",
      "label": "Dia_de_nacimiento",
      "sireProp": {
        "mentionType": null,
        "subtypes": null,
        "roles": [
          "f010d990-478a-456b-9e16-b695c4946355"
        ],
        "clazz": null,
        "color": null,
        "hotkey": null,
        "backGroundColor": null,
        "active": true,
        "roleOnly": false
      },
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    },
    {
      "id": "b5b28a54-3877-4f43-9315-b8bb92c7af9a",
      "label": "Direccion",
      "sireProp": {
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        "roles": [
          "b5b28a54-3877-4f43-9315-b8bb92c7af9a"
        ],
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      },
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    },
    {
      "id": "571930ad-c8ba-454d-a268-b90d3a98b57b",
      "label": "Mail",
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    },
    {
      "id": "6b1f11be-7eac-44b6-9e75-a06c566ececd",
      "label": "ID_numero",
      "sireProp": {
        "mentionType": null,
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        "roles": [
          "6b1f11be-7eac-44b6-9e75-a06c566ececd"
        ],
        "clazz": null,
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      },
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    },
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      "label": "Dia_de_ingreso",
      "sireProp": {
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        "roles": [
          "c8c2ffa5-b332-4954-9a3b-fa7d09145e08"
        ],
        "clazz": null,
        "color": null,
        "hotkey": null,
        "backGroundColor": null,
        "active": true,
        "roleOnly": false
      },
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    },
    {
      "id": "49a777b6-2b71-4c79-8bf1-51d6e358fd5a",
      "label": "No_telefono",
      "sireProp": {
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        "subtypes": null,
        "roles": [
          "49a777b6-2b71-4c79-8bf1-51d6e358fd5a"
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        "clazz": null,
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        "active": true,
        "roleOnly": false
      },
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      "source": null,
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      "typeType": null,
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      "typeDesc": null,
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      "typeProvenance": null,
      "alchemyAPITypes": null,
      "nluAPITypes": null
    }
  ],
  "relationshipTypes": [],
  "sireInfo": {
    "entityProp": {
      "mentionType": [
        {
          "color": "white",
          "hotkey": "1",
          "backGroundColor": "#AA00FF",
          "name": "NAM"
        },
        {
          "color": "black",
          "hotkey": "2",
          "backGroundColor": "#00FF7F",
          "name": "NOM"
        },
        {
          "color": "black",
          "hotkey": "3",
          "backGroundColor": "#AAFFFF",
          "name": "PRO"
        },
        {
          "color": "white",
          "hotkey": "4",
          "backGroundColor": "gray",
          "name": "NONE"
        }
      ],
      "subtypes": null,
      "roles": null,
      "clazz": [
        {
          "color": "#A5A5A5",
          "hotkey": "3",
          "backGroundColor": "white",
          "name": "SPC"
        },
        {
          "color": "black",
          "hotkey": "2",
          "backGroundColor": "#00FF7F",
          "name": "NEG"
        },
        {
          "color": "black",
          "hotkey": "1",
          "backGroundColor": "#AAFFFF",
          "name": "GEN"
        }
      ],
      "color": null,
      "hotkey": null,
      "backGroundColor": null,
      "active": true,
      "roleOnly": false
    },
    "relationProp": null
  },
  "functionalEntityTypes": [
    {
      "id": "CATCH_ALL_ENTITY_ID",
      "label": "*",
      "sireProp": {
        "mentionType": null,
        "subtypes": null,
        "roles": null,
        "clazz": null,
        "color": null,
        "hotkey": null,
        "backGroundColor": null,
        "active": true,
        "roleOnly": false
      },
      "creationDate": 1559569138593,
      "source": null,
      "modifiedDate": 0,
      "typeType": null,
      "typeClass": null,
      "typeVersion": null,
      "typeDesc": null,
      "typeSuperType": null,
      "typeSuperTypeId": null,
      "typeCreateDate": null,
      "typeUpdateDate": null,
      "typeProvenance": null,
      "alchemyAPITypes": null,
      "nluAPITypes": null
    }
  ],
  "pid": "700d1a00-1b4d-11ea-8afa-8365c61bc0e2",
  "modified_date": 1575984707885,
  "kgimported": false
}
]```

Me generaba errores al cargar el archivo de Types, asi que lo copie en https://www.json-generator.com/# lo descargue y listo.

Es una herramienta dificil de implemetnar en un proyecto ya que se requiere tener de expertos en una regla de negocio y lingüistas que determinen las entidades y relaciones en los textos.