def match_domain(self, sentence, flag=None, user_nickname=None):
# 在未斷詞前先取得句子，之後上傳對話紀錄到資料庫用
User.get_question(sentence, user_nickname)
# 個人化專屬語不需經過斷詞，且domain='none'
if flag == 'user_nickname':
jieba_tw.add_word(sentence, freq=200000)
key_words = jieba_tw.cut(sentence, cut_all=False)
key_words = list(key_words)
print('key_words: %s' % key_words)
else:
newsen = self.filter_stopwords(sentence)
key_words = jieba_tw.cut(newsen, cut_all=False)
key_words = list(key_words)
print('key_words: %s' % key_words)
domain_score = self.match_domain_alg(key_words)
return domain_score
def store_conversation(self, response):
User.store_conversation(response)
def response_word(self):
# TODO 新增 or concern_done
if self.flag is None or self.flag=='special_done' or self.flag=='user_done' or self.flag=='emergency_done' or self.flag=='hospital_done' or self.flag=='disease_done' or self.flag=='weather_done' or self.flag=='location_done' or self.flag=='reminder_done' or self.flag=='morning_concern_done' or self.flag=='noon_concern_done':
domain = self.choose_domain()
if domain == 'user':
user = User()
return user.response()
# 決定為emergency的模組流程，可先收集word
elif domain == 'emergency':
emergency = Emergency(word_domain=self.word_domain, flag='emergency_init')
return emergency.response()
# 決定為hospital的模組流程，可先收集word
elif domain == 'hospital':
hospital = Hospital(word_domain=self.word_domain, flag='hospital_init')
return hospital.response()
# 決定為disease的模組流程，可先收集word
elif domain == 'disease':
disease = Disease(word_domain=self.word_domain, flag='disease_get')
return disease.response()
# 決定為weather的模組流程，可先收集word
elif domain == 'weather':
weather = Weather(word_domain=self.word_domain, flag='weather_init')
return weather.response()
# 決定為location的模組流程，可先收集word
elif domain == 'location':
location = Location(word_domain=self.word_domain, flag='location_init')
return location.response()
# 決定為reminder的模組流程，可先收集word
elif domain == 'reminder':
reminder = Reminder(word_domain=self.word_domain, flag='reminder_init')
return reminder.response()
# 決定為morningconcern的模組流程
elif domain == 'morningconcern':
concern = Concern(word_domain=self.word_domain, flag='morning_init', nickname=self.nickname)
return concern.response()
# 決定為noonconcern的模組流程
elif domain == 'noonconcern':
concern = Concern(word_domain=self.word_domain, flag='noon_init')
return concern.response()
# 決定為nightconcern的模組流程
elif domain == 'nightconcern':
concern = Concern(word_domain=self.word_domain, flag='night_init')
return concern.response()
# 決定為special(domain=none)的流程
else:
special = Special()
return special.response()
else:
if 'user' in self.flag:
user = User(word_domain=self.word_domain, flag=self.flag)
return user.response()
elif 'emergency' in self.flag:
emergency = Emergency(word_domain=self.word_domain, flag=self.flag)
return emergency.response()
elif 'hospital' in self.flag:
hospital = Hospital(word_domain=self.word_domain, flag=self.flag)
return hospital.response()
elif 'disease' in self.flag:
disease = Disease(word_domain=self.word_domain, flag=self.flag)
return disease.response()
elif 'weather' in self.flag:
weather = Weather(word_domain=self.word_domain, flag=self.flag)
return weather.response()
elif 'location' in self.flag:
location = Location(word_domain=self.word_domain, flag=self.flag)
return location.response()
elif 'reminder' in self.flag:
reminder = Reminder(word_domain=self.word_domain, flag=self.flag)
return reminder.response()
elif 'morning' in self.flag:
concern = Concern(word_domain=self.word_domain, flag=self.flag)
return concern.response()
elif 'noon' in self.flag:
concern = Concern(word_domain=self.word_domain, flag=self.flag)
return concern.response()
elif 'night' in self.flag:
concern = Concern(word_domain=self.word_domain, flag=self.flag)
return concern.response()