def cek_negasi_list(kunci_jawaban):
if type(kunci_jawaban) is not list:
kunci_jawaban = [kunci_jawaban]
new_kj = list()
for i in kunci_jawaban:
i = nrm.ubah_simbol(i)
# hasil = nrm.cek_negasi(kata_negasi,i)
new_kj.append(nrm.cek_negasi(kata_negasi, i))
return new_kj
def get_unik(kunci_jawaban):
if type(kunci_jawaban) is not list:
kunci_jawaban = [kunci_jawaban]
list_kata_kj = list()
for i in kunci_jawaban:
i = nrm.ubah_simbol(i)
for j in i.split():
list_kata_kj.append(j)
# list_kata_kj = list(set(list_kata_kj))
return list(set(list_kata_kj))
def praproses(jawaban, kunci_jawaban_unik):
jawaban = nrm.ubah_simbol(jawaban)
jawaban = nrm.pisahKata(kunci_jawaban_unik, jawaban)
jawaban = nrm.cek_typo(kunci_jawaban_unik, jawaban, 0.95)
jawaban_ngram = ngram.en_geram(kunci_jawaban_unik, jawaban).split()
#jawaban = jawaban +" "+ " ".join(list(set(jawaban_ngram.split())))
jawaban = jawaban.split()
for i in jawaban_ngram:
if i not in jawaban:
jawaban.append(i)
jawaban = " ".join(jawaban)
jawaban = nrm.cek_negasi(kata_negasi, jawaban)
return jawaban
def praproses_(jawaban, kunci_jawaban_unik):
jawaban = nrm.ubah_simbol(jawaban)
jawaban = nrm.pisahKata(kunci_jawaban_unik, jawaban)
jawaban = nrm.cek_typo(kunci_jawaban_unik, jawaban, 0.96)
jawaban_ngram = ngram.en_geram(kunci_jawaban_unik, jawaban).split()
# print("n-gram",jawaban_ngram)
# jawaban = jawaban +" "+ " ".join(list(set(jawaban_ngram.split())))
jawaban = jawaban.split()
for i in jawaban_ngram:
if i not in jawaban:
jawaban.append(i)
jawaban = " ".join(jawaban)
# jawaban = stp.stopwords(jawaban, corpus=corpus_stopword)
# print(jawaban)
return nrm.cek_negasi(kata_negasi, jawaban)