Communication quality deterioration prediction system, method, and program

A communication quality deterioration prediction method comprising:

• executing a first prediction process of predicting, by using a first learning model, the amount of future communication quality deterioration or the presence or absence of occurrence of future communication quality deterioration in a communication section between one communication device and another communication device communicably connected to the one communication device, wherein the first learning model is generated based on first attributes that relates to a cause of communication quality deterioration in the communication section;
• executing a second prediction process of predicting, by using a second learning model, the amount of future communication quality deterioration or the presence or absence of occurrence of future communication quality deterioration outside the communication section regarding the one communication device, wherein the second learning model is generated based on second attributes that relates to a cause of communication quality deterioration outside the communication section regarding the one communication device;
• and
• determining the amount of future communication quality deterioration or the presence or absence of occurrence of future communication quality deterioration regarding the one communication device based on a prediction result of the first prediction process and a prediction result of the second prediction process.

A non-transitory computer-readable recording medium in which a communication quality deterioration prediction program is recorded, the communication quality deterioration prediction program causing a computer to execute processes comprising:

• a first prediction process of predicting, by using a first learning model, the amount of future communication quality deterioration or the presence or absence of occurrence of future communication quality deterioration in a communication section between one communication device and another communication device communicably connected to the one communication device, wherein the first learning model is generated based on first attributes that relates to a cause of communication quality deterioration in the communication section;
• a second prediction process of predicting, by using a second learning model, the amount of future communication quality deterioration or the presence or absence of occurrence of future communication quality deterioration outside the communication section regarding the one communication device, wherein the second learning model is generated based on second attributes that relates to a cause of communication quality deterioration outside the communication section regarding the one communication device;
• and
• a determination process of determining the amount of future communication quality deterioration or the presence or absence of occurrence of future communication quality deterioration regarding the one communication device based on a prediction result of the first prediction process and a prediction result of the second prediction process.