性格分析

使用 IBM Watson Personality Insights 分析数字通信以推断个性特征、需求、价值和行为模式。

https://www.ibm.com/watson/services/personity-insights/

IBM Watson™ Personality Insights 服务使用语言分析（从电子邮件、文本和社交媒体帖子等潜在嘈杂的数字通信中）推断作者的个人资料，以反映作者的性格特征。

此配置文件可能包括：

1. Personality: Based on the Big Five taxonomy, the most widely used model for describing how a person engages with the world.
2. Needs: Aspects of a product that are likely to resonate with a person.
3. Values: Motivating factors that influence a person's decision making.
4. Consumption Preferences: One's likelihood to pursue different products, services, and activities.
5. Behavior: The distribution of the inferred content over the days of the week and the hours of the day.

属性

常见

• “显示名称”- 活动的显示名称。

凭据

• APIKey - The API key generated for your Personality Insights instance on IBM Cloud.
• URL - The URL generated for your Personality Insights instance on IBM Cloud.

输入

• 数据表- 接受其中包含列 “ 内容”（包含作者截取的文本片段）和“日期” （即该内容生效时的 Unix 时间戳）的数据表。

• 被写入。由于输入文本带有时间戳，因此该服务会输出一个时间线，指示推断的个人资料在每周的每一天和每小时的相关性，从而提供见解，例如一个人何时活跃在社交媒体上。以下是一个示例输入：

  内容	日期
  您是否曾忘记为航班值机？ 问题解决了，使用 UiPath #RPA 构建的虚拟助理可以为您提供帮助。	1542367860
  UiPath 在过去 3 年中实现了 4,600％ 的增长，在德勤 2018 年技术 #Fast500 中排名北美增长最快的公司第 26 位。	1542364020

• GetConsumptionPreferences - If checked, detailed results for each category of consumption preferences will be output.

• Text - The text to be analyzed. The Behavior output is null if this input is used.

  重要提示：

  Note that DataTable and Text represent the same input but in different formats. The two are mutually exclusive. To output a Behavior timeline, however, the DataTable input must be used.

  备注：

  此活动最多可接受 20 MB 的文本。 但是，在分析 3000 个单词后，准确度或多或少会趋于稳定，因此仅使用前 250 KB（不包括 HTML 或 JSON 标签），其余部分将被丢弃。

  在英语中，250 KB 约为 50,000 个单词，是实际需要量的 16 倍。

其他

• InLanguage - The language of the inputted text.
• OutLanguage - The language in which the outputs are written.
• “私有”- 选中后将不再以“Verbose”级别记录变量和参数的值。

输出

• Behavior - A Behavior object holding information on how relevant the inferred profile is each day of the week and each hour of the day. Relevance is indicated using a probability between 0 and 1.

  Behavior 包含以下字段：

  • Monday (Double)
  • Tuesday (Double)
  • Wednesday (Double)
  • Thursday (Double)
  • Friday (Double)
  • Saturday (Double)
  • Sunday (Double)
  • Times (Double[ ]) - A 24-cell array containing a relevance score for each hour of the day.

• “消耗偏好” - 一个ConsumptionPreferences对象，其中包含作者偏好不同产品、服务和活动的可能性。40 消费偏好分为 8 个类别，可在此处找到。

  ConsumptionPreferences 对象包含以下字段：

  • All (List<Preference>) - All 40 consumption preferences.

  • Music (List<Preference>)

  • Shopping (List<Preference>)

  • Movies (List<Preference>)

  • ReadingAndLearning (List<Preference>)

  • HealthAndActivity (List<Preference>)

  • Entrepreneurship (List<Preference>)

  • Environmental_Concern (List<Preference>)

  • Volunteering (List<Preference>)

    Preference 对象包含以下字段：

  • Name (String) - A description of the preference (e.g. consumption_preferences_eat_out, indicating a likelihood to eat out frequently).

  • Category (String) - The name of the ConsumptionPreference to which this Preference belongs.

  • Confidence (Double) - Confidence that a preference truly applies to the author analyzed.

• Needs - A Needs object indicating, at a high level, what qualities are likely to resonate with the author.

  Needs 对象包含以下字段：

  • All (List<Trait>) - All traits relating to needs.

  • Excitement (Trait)

  • Harmony (Trait)

  • Curiosity (Trait)

  • Ideal (Trait)

  • Self_expression (Trait)

  • Liberty (Trait)

  • Love (Trait)

  • Practicality (Trait)

  • Stability (Trait)

  • Challenge (Trait)

  • Structure (Trait)

  • Closeness (Trait)

    Trait 对象包含以下字段：

  • Name (String) - A description of the trait (e.g. Excitement, Structure)

  • Percentile (Double) - The relative importance of this trait to the author.

  • Significant (Boolean) - Whether or not this trait is sufficiently important in the author's profile.

• Personality - A Personality object containing the author's Big Five profile, the most widely used model for describing how a person engages with the world.

  Personality 对象包含以下字段：

  • All (List<Category>) - All Big Five categories relating to personality.

  • 宜人性( Category ) - 一个人对他人表现出富有同理心和合作性的倾向。

  • 责任心( Category ) - 一个人做事有组织或深思熟虑的倾向。

  • 外向性( Category ) - 在他人的公司中寻求激励的倾向。

  • 情绪范围( Category ) - 也称为神经质或自然反应，表示一个人的情绪对环境的敏感程度。

  • 开放性( Category ) - 个人愿意体验各种活动的程度。

    Category 对象包含以下字段：

  • Name (String) - The common name of the category

  • Percentile (Double) - The relative dominance of this category in the author's personality.

  • Significant (Boolean) - Whether or not this category is sufficiently important in the author's profile.

  • Traits (List<Trait>) - A list of all traits associated with the category. Click each category name above to see a list of and descriptions of these traits.

• Values - A Values object containing motivating factors that influence the author's decision-making.

  Values 对象包含以下字段：

  • All (List<Trait>) - All traits relating to values.
  • Self_transcendence (Trait) - Show concern for the welfare and interests of others.
  • Conservation (Trait) - Emphasize self-restriction, order, and resistance to change.
  • Hedonism (Trait) - Seek pleasure and sensuous gratification for themselves.
  • 自我提升( Trait )
    • 为自己寻求个人成功。
  • Open_to_change (Trait) - Emphasize independent action, thought, and feeling, as well as a readiness for new experiences.