PAP900:葡萄牙语情感词之间的语义关系的数据集
André Fernandes Dos Santos1, José Paulo Leal1, Rui Alexandre Alves2
1CRACS & INESC Tec LA / Faculty of Sciences, University of Porto, Portugal.
Data in brief
|June 19, 2025
概括
PAP900数据集提供了900个葡萄牙语情感词对,由人类注释者对语义相似性和相关性进行评分. 这个资源有助于计算语言学和心理学研究.
科学领域:
- 心理学 心理学 心理学
- 计算语言学 计算语言学
- 自然语言处理自然语言处理.
- 认知科学 认知科学
背景情况:
- 葡萄牙语语义关系的数据集有限,特别是情感词.
- 了解语义关系对于NLP和认知科学至关重要.
研究的目的:
- 介绍PAP900数据集,这是葡萄牙语情感词语意义关系的新资源.
- 提供全面的数据集,包括单词对,人类注释和注释者人口统计.
- 促进研究语义相似性和相关性,以及个人因素对感知的影响.
主要方法:
- 通过两轮问卷收集了葡萄牙大学心理学学生的数据.
- 评论员对900个情感词对进行了评分,以确定语义上的相似性或相关性.
- 描述了详细的数据集构建,包括单词选择,注释过程和协议指标.
主要成果:
- PAP900数据集包含900个单词对,具有语义相似性和相关性等级.
- 每一对被至少30个人类评分员注释.
- 包括词语分类和注释者的详细社会人口统计信息.
结论:
- PAP900是各种领域的研究人员的宝贵,多功能资源.
- 该数据集支持对语义关系和个体感知差异的分析.
- 它解决了葡萄牙语言对情感词语语义学资源的缺口.
相关概念视频
Labeling Emotion
253
Emotional labeling is a cognitive process that involves identifying and naming one's emotions, such as anger, fear, happiness, or sadness. It allows individuals to recognize and express their internal emotional states, a critical aspect of emotional regulation and communication. Labeling emotions requires more than mere recognition; it also involves drawing upon memory and contextual cues to understand the current situation and apply a corresponding emotional label. For instance, feeling...
253
Traits, Mood, and Subjective Wellbeing
137
Subjective well-being (SWB) refers to an individual's self-evaluation of their overall life satisfaction, happiness, and fulfillment. This multifaceted construct is typically assessed by analyzing the balance of positive and negative emotions alongside perceptions of life satisfaction. Personality traits such as neuroticism and extraversion are strongly associated with variations in SWB, offering critical insights into the underlying mechanisms of emotional well-being.
Neuroticism and...
Neuroticism and...
137
The Influence of Affect on Cognition
2
Positive affect significantly influences cognitive processes, including evaluation, memory, creativity, and social judgments. Compared to negative affect, positive emotional states promote more favorable interpretations of stimuli, cognitive flexibility, and heuristic processing. These effects highlight emotions' powerful role in shaping how individuals perceive, remember, and interact with the world.Influence on Evaluation and AttributionWhen individuals experience positive affect, they are...
2
Role of Affect in Interpersonal Attraction
2
Affect plays a crucial role in shaping interpersonal evaluations and perceptions. Emotions influence how individuals judge and respond to others, often determining whether interactions are viewed positively or negatively. This effect can manifest directly through interactions with the person in question or indirectly via associations with unrelated emotional experiences.Direct Effects of Affect on AttractionAffect directly influences interpersonal attraction when a person’s behavior...
2
The Influence of Cognition on Affect
2
Cognition plays a pivotal role in shaping emotional experiences, as demonstrated by Schachter and Singer’s two-factor theory of emotion. According to this model, emotion arises from a combination of physiological arousal and cognitive interpretation. The body’s physiological response to stimuli is ambiguous and only gains emotional significance through cognitive labeling. For instance, an increased heart rate and adrenaline surge while standing near an attractive person may be...
2
Emotional Expression
387
Emotional expression encompasses how individuals convey their emotions through verbal communication and non-verbal cues. These non-verbal actions include facial expressions, body language, and physical gestures, such as frowning or smiling. Among these, facial expressions play a crucial role in emotional expression and are understood universally, indicating a biological basis for how humans communicate emotions.
Universal Facial Expressions
Psychologist Paul Ekman identified seven basic...
Universal Facial Expressions
Psychologist Paul Ekman identified seven basic...
387


