@@ -34,12 +34,13 @@ Use the package manager [pip](https://pip.pypa.io/en/stable/) to install
- pip install spacy
- pip install sklearn
- pip install configparser
- pip install matplotlib
```
## Data Preperation
To execute the project, you must first select a dataset. <br>
The Dataset has to be annotated manually, which is then used as the gold standard. <br>
A subset of the dataset must be annotated manually to act as the gol standard. <br>
For Annotation we used Maslow and Reiss motives. Maslow's hierarchy of needs is a motivational theory in psychology comprising a five-tier model of human needs, often depicted as hierarchical levels within a pyramid. Reiss builds on this pyramid, adding finer terms to each category. Each four of us annotated hundred of the four-hundred essays with a Maslow and a Reiss motive. We then used Fleiss Kappa for calculation of the Inter Annotater Agreement. <br> Afterwards the data has to be prepared accordingly. A test file and a train file. How these must look exactly, can be taken from our attached files.
