使用WN-Affect检测琴弦的情绪/情绪 [英] Using WN-Affect to detect emotion/mood of a string
问题描述
我下载了 WN-影响.但是，我不确定如何使用它来检测句子的语气.例如，如果我有一个字符串我讨厌足球".我希望能够检测出情绪是否不好，情绪是否是恐惧. WN-Affect没有有关如何执行此操作的教程，我对python还是陌生的.任何帮助都会很棒！
I downloaded WN-Affect. I am however not sure how to use it to detect the mood of a sentence. For example if I have a string "I hate football." I want to be able to detect whether the mood is bad and the emotion is fear. WN-Affect has no tutorial on how to do it, and I am kind of new to python. Any help would be great!
推荐答案
简而言之:改用SentiWordNet并查看 https://github.com/kevincobain2000/sentiment_classifier
In short: Use SentiWordNet instead and look at https://github.com/kevincobain2000/sentiment_classifier
详细:
情感与情感
情感和情感之间的界线很好.人们应该研究语言学研究中的Affectedness，例如 http://compling.hss.ntu.edu.sg/events/2014-ws-affectedness /和Sentiment Analysis在计算研究中.现在，我们将识别情感和情感的任务称为情感分析.
The line between affect and sentiment is very fine. One should looking into Affectedness in linguistics studies, e.g. http://compling.hss.ntu.edu.sg/events/2014-ws-affectedness/ and Sentiment Analysis in computational researches. For now, let's call both the task of identifying affect and sentiment, sentiment analysis.
还请注意，与SentiWordNet( http://sentiwordnet.isti.cnr.it)相比，WN-Affect是一个相当古老的资源. /.
Also note that WN-Affect is a rather old resource compared to SentiWordNet, http://sentiwordnet.isti.cnr.it/.
这里是使用SentiWordNet进行情感分析的好资源: https://github.com/kevincobain2000/sentiment_classifier .
情感分析通常只有两个类别，即positive或negative情感. WN影响使用11种类型的受影响标签:
Often sentiment analysis has only two classes, positive or negative sentiment. Whereas the WN-affect uses 11 types of affectedness labels:
- 情感
- 心情
- 特征
- 认知状态
- 身体状态
- 享乐信号
- 引发情感
- 情感反应
- 行为
- 态度
- 感觉
- emotion
- mood
- trait
- cognitive state
- physical state
- hedonic signal
- emotion-eliciting
- emotional response
- behaviour
- attitude
- sensation
For each type, there are multiple classes, see https://github.com/larsmans/wordnet-domains-sentiwords/blob/master/wn-domains/wn-affect-1.1/a-hierarchy.xml
要回答有关如何使用WN-Affect的问题，您需要做几件事:
To answer the question of how one can use the WN-Affect, there're several things you need to do:
首先将WN1.6映射到WN3.0(这不是一件容易的事，您必须做几个映射，尤其是2.0-2.1之间的映射)
First map WN1.6 to WN3.0 (it's not an easy task, you have to do several mappings, especially the mapping between 2.0-2.1)
现在在WN3.0中使用WN-Affect，您可以应用
Now using the WN-Affect with WN3.0, you can apply
- 与SentiWordNet情感分类器相同的分类技术，或
- 尝试最大化文本中的类，然后使用一些启发式方法选择正"/负"
这篇关于使用WN-Affect检测琴弦的情绪/情绪的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持IT屋！
