Initialization Procedure.

Initialization Procedure.

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User profile for information filtering is an inspiring issue through distinctive profiling features plus profiling desires. The profile of the user should be accomplished of constant learning and be unable to remember past interest. Forgetting on the past interest is necessary for maintaining present demonstration of the user’s profiling. Profile t...

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... are moved, the cell is set with default stimulus level and is engaged in the detector's population. In the initialization process, the set of cells is produced and is denoted by Initsize. Then, the word vectors in training documents (Inittrain) is produced where te is a portion of Inittrain. The algorithm for the initialization is shown in Fig. ...