Lianmai live broadcast system software - voice chat system

With the rapid development of the continuous broadcast system software , The user group covered has become more and more extensive , The negative impact of mixed customers is the nonstandard information content in Lianmai live broadcast system software , In order to reduce the impact of such a situation on the customer experience , We must do a good job in screening sensitive vocabulary , To create a green social environment .

The main contents that must be shielded in the live broadcast system software of Lianmai generally include advertising , Illegal vocabulary , Rumors, etc , In different scenarios, the shielding level will be different , There are two common methods of screen fraud: data synchronous filtering and asynchronous recall . During the development of voice live broadcast system , What are the specific screening steps for sensitive words ？

One • The discovery of sensitive words

1• Customer reports

The software of the Lianmai live broadcast system realizes the function of reporting when it is developed and designed , And it is set in several modules , As long as the customer sees bad information during use , Can carry out reporting , The system software will deal with the reported content .

2• Main content aggregation

What is often said about main content aggregation is to distinguish bad information based on the similarity of main content , Generally, there are two methods for calculating the similarity of main contents ,1 One is available for comment , Text similarity calculation method based on editing distance for short text such as Article Title ,1 One is to cut out meaningful in the original long text team, Then according to team Set to carry out text similarity calculation .

Two • Recognition of sensitive words

1• Feature recognition

Match according to the sensitive vocabulary characteristics set in the background of Lianmai live broadcast system software .

2• Model matching

When there is no sensitive lexical feature sample that can be used as a reference , We can carry out recognition through model matching , The purpose of this recognition method is based on machine learning .

3• Rule matching

In the Lianmai live broadcast system software , Rules that can be used include regular expressions , Multi pattern matching algorithm, etc .

3、 ... and • Processing of sensitive words

1• Basic treatment

It is also a more routine sensitive vocabulary processing method in the development of voice live broadcast system , Including banning customers , Delete user , Delete content , The main contents of the ban , Forbidden seal IP Or equipment .

2• Covert operation

The more common covert operation is to set sensitive content to be visible only to customers .

3• Follow up operation

Summarize the bad information found in the daily operation of Lianmai live broadcast system software , Then gradually improve the models and rules in the system software , Improve the practical effect of shielding sensitive words .

During the development of voice live broadcast system , There are many inconspicuous functions, but they play an important role , Such as sensitive vocabulary shielding . In fact, no matter what function is completed , It's all about improving the customer's experience , Meet the needs of users , Only in this way can we ensure that the language live broadcast system developed and designed can attract more customers .