对音乐的情感特质反应
Affective Idiosyncratic Responses to Music
摘要:
对音乐的情感反应是高度个人化的。尽管人们一致认为,特质因素在调节听众对音乐的情感反应方面发挥着关键作用,但事实证明,精确测量这些变量的边际效应具有挑战性。为了解决这个问题,我们开发了计算方法来测量中国社交音乐平台上超过4.03亿听众评论对音乐的情感反应。建立在系统和准因果分析的音乐心理学研究,我们测试音乐,抒情,上下文,人口和心理健康的影响,驱动听众的情感反应。最后,在被称为wng-y-yún的社会现象的激励下,我们确定了平台用户自我披露的影响因素,他们获得的社会支持,以及在平台用户活动中的显着差异。
英文摘要:
Affective responses to music are highly personal. Despite consensus that idiosyncratic factors play a key role in regulating how listeners emotionally respond to music, precisely measuring the marginal effects of these variables has proved challenging. To address this gap, we develop computational methods to measure affective responses to music from over 403M listener comments on a Chinese social music platform. Building on studies from music psychology in systematic and quasi-causal analyses, we test for musical, lyrical, contextual, demographic, and mental health effects that drive listener affective responses. Finally, motivated by the social phenomenon known as wǎng-yì-yún, we identify influencing factors of platform user self-disclosures, the social support they receive, and notable differences in discloser user activity.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。