Multi-path recall recommendation method for crowdsourcing software testing

• Main Authors: ZHANG RUITING, WANG CHONGJUN, ZI SHUAI, HE QIANGQIANG, CHEN YINGHAO
• Format: Patent
• Language: Chinese; English
• Published: 07.09.2021
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

A multi-path recall recommendation method for crowdsourcing software testing comprises the steps: S1, conducting data collection, and obtaining a data set for multi-path recall, wherein the data set comprises user information, user social information, project information, project text description and user historical project completion conditions; S2, preprocessing the data, and calculating an input number for a multi-path recall model; S3, performing project multi-path recall, finding similar users of a target user by calculating user similarity, and finding historical completion projects of the target user and the similar users through a user-project interaction matrix; S4, performing user multi-path recall, finding similar items of a target item by calculating the item similarity and the item text embedding similarity, finding users completing the target item and the similar items through a user-item interaction matrix, and finding similar users of the users by calculating the user similarity and a user rel