Title:
PREDICTION OF API ENDPOINT DESCRIPTIONS FROM API DOCUMENTATION
Document Type and Number:
Japanese Patent JP2020191076
Kind Code:
A
Abstract:
To provide a method for predicting API endpoint descriptions from an API documentation.SOLUTION: A method includes extracting, from a labelled repository, a plurality of true endpoint descriptions associated with a plurality of web APIs and retrieving a documentation corpus associated with the plurality of web APIs. The method further includes determining a plurality of false endpoint descriptions associated with the plurality of web APIs based on the documentation corpus and the plurality of true endpoint descriptions. The method further includes retrieving feature information associated with the plurality of web APIs, generating a training dataset based on the feature information, and acquiring an ML model based on the training dataset. The method further includes supplying a set of inputs to the ML model and classifying the set of inputs as one of a true description or a false description associated with an endpoint based on a prediction result of the ML model for the supplied set of inputs.SELECTED DRAWING: Figure 3
Inventors:
LIU LEI
CHEN WEI-PENG
MAKHIJANI PRANAV
CHEN WEI-PENG
MAKHIJANI PRANAV
Application Number:
JP2020055857A
Publication Date:
November 26, 2020
Filing Date:
March 26, 2020
Export Citation:
Assignee:
FUJITSU LTD
International Classes:
G06F8/73; G06N3/04; G06N3/08; G06N5/04; G06N20/20
Attorney, Agent or Firm:
Tadashige Ito
Tadahiko Ito
Tadahiko Ito