CPC G06F 16/972 (2019.01) [G06F 11/3438 (2013.01); G06N 3/045 (2023.01); G06N 20/20 (2019.01)] | 16 Claims |
1. A website building system (WBS), the system comprising:
a database storing at least websites of a plurality of users of said WBS, and components of said websites; and
a processor implementing at least one dynamically updatable machine learning
model suitable for at least one specific activity related to said WBS and to provide at least one system suggestion to said users related to said at least one specific activity;
wherein said at least one specific activity related to said WBS comprises at least one multi-component task for handling of websites within said WBS;
wherein at least one machine learning model is trained using at least different object types and feedback types;
a feedback system to dynamically update said at least one machine learning model using implicit feedback about editing behaviors within said WBS and explicit feedback to suggestions and at least one proposal from at least said users, said feedback system to evaluate a response quality of said feedback and to analyze both said explicit and implicit feedback to determine which of said at least one machine learning model to update.
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