First we should define what we mean by computer-assisted coding: it is a situation where a person codes an answer using the computer to search for possible classifications based on some search text. Compared to automatic coding the demands for such a program are less strict: the program may return multiple results, ordered by relevance.
Computer-assisted coding can be used:
- During the interview if a question arises that requires coding: the coding can be done either by the respondent (e.g., CAWI) or by the interviewer (e.g., CAPI or CATI ).
- After the interview has taken place and some of the variables need to be coded at the statistical office by a coding expert.
Obviously, these situations require different approaches depending on the knowledge of the person that codes the question: if a respondent fills in a coding question, one must assume he has little or no knowledge of the targeted classification. On the other hand, a coding expert trying to code an open answer from the interview just has the information supplied in the open text answer as a basis for coding. Both situations require a different interaction with the computer: an unknowledgeable respondent needs to be taken by the hand to arrive at the classification, whereas the expert needs to be able to formulate a detailed search.
In the following sections we will describe two situations with a different degree of interaction. It will depend on the underlying search system how much interaction is possible.
All the pre-processing steps, such as stop word removal are applicable here as well, but will not be described; for more detail on these steps see Hacking and Willenborg (2012) and Sebastiani (2001).
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