def test_similarity(self):
data = [
("黄克功", "王怀安"),
("黄克功", "黄克功"),
("宋朝的历史", "明朝的历史"),
("电脑", "打印机"),
("怎么了？，。。。。", "怎么了?..,#$"),
("我喜欢你", "你喜欢我"),
("我要取票", "我要取票"),
("存钱", "取钱"),
("中国", "中华人民共和国"),
("喧闹的大街上人山人海", "热闹的街道上人来人往"),
("专心致志", "全神贯注"),
("爷爷爱吃土豆", "祖父喜欢吃马铃薯"),
("联想电脑多少钱", "联想笔记本价格"),
("今天天气怎么样", "我想去上海"),
("怎么花呗不能支付", "花呗付款不了怎么回事"),
("蚂蚁借呗的额度为什么会下降", "为什么借呗额度被降低了，没有不良记录"),
("蚂蚁借呗的额度为什么会下降", "为什么借呗额度被降低了"),
("花呗自动还款需要手续费ma", "花呗自动还款还要收手续费吗"),
("花呗怎么付款不鸟了", "帮忙看一下我花呗怎么用不了"),
("花呗被冻结怎么恢复", "花呗被封了怎么解除"),
("我借呗能不能开通", "如何开启借呗")
]
for s1, s2 in data:
sv1 = synonym_cut(s1, 'wf')
sv2 = synonym_cut(s2, 'wf')
print(s1, 'VS', s2)
print(sv1, 'VS', sv2)
print("similarity1: ", similarity(sv1, sv2))
print('similarity2: ', similarity2(s1, s2), '\n')
def test_similarity(self):
data = [("电脑", "打印机"), ("怎么了？，。。。。", "怎么了?..,#$"), ("我喜欢你", "你喜欢我"),
("我要取票", "我要取票"), ("存钱", "取钱"), ("中国", "中华人民共和国"),
("喧闹的大街上人山人海", "热闹的街道上人来人往"), ("专心致志", "全神贯注"),
("爷爷爱吃土豆", "祖父喜欢吃马铃薯"), ("联想电脑多少钱", "联想笔记本价格"),
("今天天气怎么样", "我想去上海")]
for s1, s2 in data:
sv1 = synonym_cut(s1, 'wf')
sv2 = synonym_cut(s2, 'wf')
print(s1, 'VS', s2)
print(sv1, 'VS', sv2)
score = similarity(sv1, sv2)
print("similarity1: ", score)
print('similarity2: ', similarity2(s1, s2), '\n')
def test_similarity(self):
data = [
("中国", "中华人民共和国"),
("喧闹的大街上人山人海", "热闹的街道上人来人往"),
("专心致志", "全神贯注"),
("爷爷爱吃土豆", "祖父喜欢吃马铃薯"),
("联想电脑多少钱", "联想笔记本价格"),
("今天天气怎么样", "我想去上海")
]
for sentence1, sentence2 in data:
sv1 = synonym_cut(sentence1, 'wf')
sv2 = synonym_cut(sentence2, 'wf')
print(sentence1, sv1)
print(sentence2, sv2)
sim = similarity(sv1, sv2)
print("words similarity: ", str(sim), '\n')
def test_jaccard(self):
print("语义相似度测试......")
filename = ".\\log\\SemanticSimilarity_" + get_current_time() + ".md"
file = open(filename, "w")
file.write(
"标签：测试文档\n#向量语义相似度测试：\n>Enter the SemanticSimilarity mode...\n")
while True:
try:
sentence1 = input("\nsentence1\n>>")
sentence2 = input("sentence2\n>>")
sv1 = synonym_cut(sentence1, 'wf')
sv2 = synonym_cut(sentence2, 'wf')
print(sv1, sv2)
sim = similarity(sv1, sv2)
file.write("`>>" + sentence1 + "`\n")
file.write("`>>" + sentence2 + "`\n")
print("words similarity: " + str(sim))
file.write("`" + "words similarity: " + str(sim) + "`\n")
except KeyboardInterrupt:
file.close()