Method and system for providing context based query suggestions
The present teaching relates to providing a query suggestion. In one example, a request is received for query suggestions with respect to a query prefix input by a user. A plurality of query suggestions is determined based on the query prefix and a preceding query input by the user. A degree of popularity of the preceding query is determined. One or more query suggestions are selected from the plurality of query suggestions based on the degree of popularity of the preceding query. The one or more query suggestions are provided as a response to the request.
1. A method for providing a query suggestion, the method comprising:
retrieving query pairs from query logs;
filtering the query pairs by removing at least one of the query pairs, wherein the at least one of the query pairs meets the following criterion:
a ratio between a frequency of appearance, in the query logs, of a more popular query in the at least one of the query pairs and a frequency of appearance, in the query logs, of a less popular query in the at least one of the query pairs being greater than a threshold;
updating, based on the filtered query pairs, query pairs stored in a database;
receiving, via a search application operating on a computing device associated with a user, a request for query suggestions with respect to a query prefix input by the user;
analyzing the request to determine a preceding query input by the user and the query prefix; and
presenting, based on the preceding query, the query prefix, and the updated database, via the search application, a plurality of query suggestions as a response to the request.
2. The method of claim 1 , wherein the query logs are retrieved within a predetermined time period.
3. The method of claim 1 , further comprising filtering one or more additional query pairs that appear in the query logs for less than a number of times.
4. A non-transitory, computer-readable medium having information recorded thereon for providing a query suggestion, wherein the information, when read by a machine, causes the machine to perform operations comprising:
retrieving query pairs from query logs;
filtering the query pairs by removing at least one of the query pairs, wherein the at least one of the query pairs meets the following criterion:
a ratio between a frequency of appearance, in the query logs, of a more popular query in the at least one of the query pairs and a frequency of appearance, in the query logs, of a less popular query in the at least one of the query pairs being greater than a threshold;
updating, based on the filtered query pairs, query pairs stored in a database;
receiving, via a search application operating on a computing device associated with a user, a request for query suggestions with respect to a query prefix input by the user;
analyzing the request to determine a preceding query input by the user and the query prefix; and
presenting, based on the preceding query, the query prefix, and the updated database, via the search application, a plurality of query suggestions as a response to the request.
5. The medium of claim 4 , wherein the query logs are retrieved within a predetermined time period.
6. The medium of claim 4 , further comprising filtering one or more additional query pairs that appear in the query logs for less than a number of times.
7. A system for providing a query suggestion, the system comprising:
memory storing computer program instructions; and
one or more processors that, in response to executing the computer program instructions, effectuate operations comprising:
retrieving query pairs from query logs;
filtering the query pairs by removing at least one of the query pairs, wherein the at least one of the query pairs meets the following criterion:
a ratio between a frequency of appearance, in the query logs, of a more popular query in the at least one of the query pairs and a frequency of appearance, in the query logs, of a less popular query in the at least one of the query pairs being greater than a threshold;
updating, based on the filtered query pairs, query pairs stored in a database;
receiving, via a search application operating on a computing device associated with a user, a request for query suggestions with respect to a query prefix input by the user;
analyzing the request to determine a preceding query input by the user and the query prefix; and
presenting, based on the preceding query, the query prefix, and the updated database, via the search application, a plurality of query suggestions as a response to the request.
8. The system of claim 7 , wherein the query logs are retrieved within a predetermined time period.
9. The system of claim 7 , further comprising filtering one or more additional query pairs that appear in the query logs for less than a number of times.