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## Data Preperation
To execute the project, you must first select a dataset. <br>
Part of the Dataset has to be annotated manually, which is then used as the gold standard. The data must then be prepared accordingly. A test file and a trace file. How these must look exactly, can be taken from our attached files.
The Dataset has to be annotated manually, which is then used as the gold standard. 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 of us four annotated hundred of the fourhundred essays with a Maslow and a Reiss motive. We then used Fleiss Kappa for calculation of the Inter Annotater Agrrement. <br>The data must then be prepared accordingly. A test file and a train file. How these must look exactly, can be taken from our attached files.
