For example, a sentence containing the word "joyful" indicates the presence of "happiness" emotion.
this intuitive approach cannot work well because of the following reasons: 1) As explained above, it is impossible to collect all emotion keywords not only because the size of emotion expressions is very large (Mishne, 2005) but also because emotion expressions evolve from time to time.