FOLH1

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FOLH1

A gene on chromosome 11p11.2 that encodes folate hydrolase 1, which has both folate hydrolase (FH) and N-acetylated-alpha-linked-acidic dipeptidase (NAALADase) activity. It acts as an FH in the intestine and is required for the uptake of folate; in the brain, it modulates excitatory neurotransmission by hydrolysing the neuropeptide N-aceylaspartylglutamate (NAAG), releasing glutamate. It is highly expressed in the prostate.
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We classify a new user review based on its fuzzy sentiment score whose computation requires three steps: (1) extract features, associated descriptors, and hedges from the review based on FOLH table lookup, (2) identify the polarity and initial value of the feature descriptors based on SentiWordNet score, and (3) calculate overall sentiment score using fuzzy functions to incorporate the effect of linguistic hedges.
The term "[p.sub.i]" indicates the polarity of the ith feature descriptor which needs to be looked up from the FOLH table.
As explained in Sections 3.1 and 3.2, we first preprocess the review text, extract product features, and generate the FOLH table using the training set of user product reviews.