def sim_ox_wn_defi_WDS_via_align_all(word):
words_wn = WordnetParseDefinition.get_dict_vectors_words_for_word(word)
(keys_wn, vectors_wn) = Util.get_keys_values_of_dict(words_wn)
words_ox = OxParseDefinition.get_dict_vectors_word_for_word(word)
(keys_ox, vectors_ox) = Util.get_keys_values_of_dict(words_ox)
m2d_sim = [[0 for x in range(len(keys_ox))] for x in range(len(keys_wn))]
for i in range(len(keys_wn)):
vector_wn = vectors_wn[i]
words_ox = []
for j in range(len(keys_ox)):
words_ox += vectors_ox[j]
synsets_wn = WordnetHandler.get_nearest_synsets_words_words_order(vector_wn, words_ox)
for j in range(len(keys_ox)):
synsets_ox = WordnetHandler.get_nearest_synsets_words_synsets_order(vectors_ox[j], synsets_wn)
m2d_sim[i][j] = sim_2_vector(synsets_wn, synsets_ox)
cal_sim_ngrams(word)
return m2d_sim
def sim_ox_wn_defi_WDS_via_align(word):
words_wn = WordnetParseDefinition.get_dict_vectors_words_for_word(word)
(keys_wn, vectors_wn) = Util.get_keys_values_of_dict(words_wn)
words_ox = OxParseDefinition.get_dict_vectors_word_for_word(word)
(keys_ox, vectors_ox) = Util.get_keys_values_of_dict(words_ox)
synsets_wn = WordnetHandler.get_synsets_for_word(word, 'n')
m2d_sim = [[0 for x in range(len(keys_ox))] for x in range(len(keys_wn))]
for i in range(len(keys_wn)):
vector_wn = vectors_wn[i]
synset_wn = synsets_wn[i]
for j in range(len(keys_ox)):
vector_ox = vectors_ox[j]
m2d_sim[i][j] = WordnetHandler.sim_for_words_words_no_order(vector_ox, vector_wn, synset_wn)
# (vector_1, vector_2) = WordnetHandler.get_nearest_synsets_words_words_noorder(vector_ox, vector_wn)
# m2d_sim[i][j] = sim_2_vector(vector_1, vector_2)
cal_sim_ngrams(word)
return m2d_sim
