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