Task management system, server apparatus, method of controlling the same, and storage medium
AssigneeCanon Kabushiki Kaisha
InventorRyo Kosaka
Life of this patent
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Abstract
A task management system includes a server apparatus and configured to manage a task of a user by the server apparatus. In the server apparatus, an obtainment unit obtain learning data that associates a plurality of work logs each including work information of the user with a correct answer task for each work log of the plurality of work logs. A generation unit generates a learning model by machine learning based on the obtained learning data. An estimation unit estimates a task of the user for an input work log by analyzing the input work log by the machine learning using the generated learning model.
Claims15
A task management system including a server apparatus and configured to manage a task of a user by the server apparatus,
- wherein the server apparatus comprises:
- an obtainment unit configured to obtain learning data that associates a plurality of work logs each including work information of the user with a correct answer task for each work log of the plurality of work logs;
- a generation unit configured to generate a learning model by machine learning based on the learning data obtained by the obtainment unit;
- and
- an estimation unit configured to estimate a task of the user for an input work log by analyzing the input work log by the machine learning using the learning model generated by the generation unit.
A server apparatus of a task management system configured to manage a task of a user, comprising:
- an obtainment unit configured to obtain learning data that associates a plurality of work logs each including work information of the user with a correct answer task for each work log of the plurality of work logs;
- a generation unit configured to generate a learning model by machine learning based on the learning data obtained by the obtainment unit;
- and
- an estimation unit configured to estimate a task of the user for an input work log by analyzing the input work log by the machine learning using the learning model generated by the generation unit.
A method of controlling a server apparatus of a task management system configured to manage a task of a user, the method comprising:
- obtaining learning data that associates a plurality of work logs each including work information of the user with a correct answer task for each work log of the plurality of work logs;
- generating a learning model by machine learning based on the obtained learning data;
- and
- estimating a task of the user for an input work log by analyzing the input work log by the machine learning using the generated learning model.
A non-transitory computer-readable storage medium storing a computer program for causing a computer to execute a method of controlling a server apparatus of a task management system configured to manage a task of a user, the method comprising:
- obtaining learning data that associates a plurality of work logs each including work information of the user with a correct answer task for each work log of the plurality of work logs;
- generating a learning model by machine learning based on the obtained learning data;
- and
- estimating a task of the user for an input work log by analyzing the input work log by the machine learning using the generated learning model.
Dependencies are inferred from the claim text.