sendiwordnet 3.0结果表明什么? [英] What does sentiwordnet 3.0 result signify?
问题描述
sentiwordnett的结果表示什么?
What does the result of sentiwordnett signify?.
如果商品的给定值为0.6337,是否表示商品一词为正的概率为0.6337,或者表示商品一词的权重为0.6337?大于善,但赋予非凡的价值仅为0.272727.
If the value given for good is 0.6337,does it mean the probability that the word good is positive is 0.6337 or does it mean the word good has a weightage of 0.6337?if it is the weightage given,then value of extraordinary should be greater than good but value given to extraordinary is only 0.272727 .
,sentiwordnet的格式为
and the format of sentiwordnet is
如何精确计算最终结果?(使用演示代码 http://sentiwordnet.isti.cnr.it/code/SentiWordNetDemoCode.java )
How exactly is the final result caluculated? (using the demo code http://sentiwordnet.isti.cnr.it/code/SentiWordNetDemoCode.java)
意义一词是什么意思?(#后面的数字)
What does the term sense signify?(the number after #)
推荐答案
简而言之,该过程主要包括两个步骤:
Briefly, the process mainly consists of two steps:
- 一个半监督的学习步骤:它们从两组7种意义上开始,它们在范式上是正面的和负面的,并使用WordNet关系来相应地传播积极性和消极性.
- 随机游走步骤:通过将WordNet视为一个图形,他们执行了一种随机游走算法,其中标签
positive
和negative
可能会发生变化,直到收敛为止.
- a semi-supervised learning step: they start from two sets of 7 sense which are paradigmatically positive and negative and using the WordNet relations they spread positivity and negativity accordingly.
- a random-walk step: by considering WordNet a graph they perform a random-walk algorithm in which the labels
positive
andnegative
can possibly change, till convergence.
您可以在由于SentiWordNet是基于它的,因此#sense字段引用WordNet中的数字意义ID.
The #sense field refers to the numeric sense ID in WordNet, since SentiWordNet is based on it.
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