Information processing apparatus
An information processing apparatus includes an acquisition section that acquires first information indicating whether or not a target person performs a specific behavior on a target object disposed in plural places and second information indicating a behavior of the target person and including a stay time in the plural places, for each target person, a calculation section that calculates an evaluation value indicating a probability of the target person who has not performed the specific behavior performing the specific behavior on the target object, based on the acquired first information, and an estimation section that extracts data on the target object disposed in the place having a stay time which is smaller than a predetermined value, based on the acquired second information, and estimates an opportunity loss for the target object based on the evaluation value calculated for the target object.
1. An information processing apparatus comprising:
an acquisition section that acquires first information and second information for each target person, the first information indicating whether or not a target person performs a specific behavior on target objects disposed in a plurality of places and the second information indicating a behavior of the target person and including a stay time in the plurality of places;
a calculation section that calculates an evaluation value based on the acquired first information, the evaluation value indicating a probability of the target person who has not performed the specific behavior performing the specific behavior on the target object; and
an estimation section that extracts data on the target object disposed in the place having a stay time which is smaller than a predetermined value, based on the acquired second information, and estimates an opportunity loss for the target object based on the evaluation value calculated for the target object.
2. The information processing apparatus according to claim 1 ,
wherein the estimation section estimates the number of target persons counted for each evaluation value, as the opportunity loss for the target object.
3. The information processing apparatus according to claim 2 ,
wherein the estimation section estimates the number of target persons counted for each evaluation value which is equal to or greater than a predetermined value in the number of target persons counted for each evaluation value, as the opportunity loss for the target object.
4. The information processing apparatus according to claim 3 ,
wherein the calculation section calculates the evaluation value by using collaborative filtering.
5. The information processing apparatus according to claim 4 ,
wherein the stay time in the second information is obtained by excluding a time during which the target person is not directed toward the target object.
6. The information processing apparatus according to claim 3 ,
wherein the stay time in the second information is obtained by excluding a time during which the target person is not directed toward the target object.
7. The information processing apparatus according to claim 2 ,
wherein the estimation section estimates a ratio of the number of target persons who perform the specific behavior on the target object at a predetermined probability to the number of target persons coming into an area in which the plurality of places are provided, as the opportunity loss for the target object.
8. The information processing apparatus according to claim 7 ,
wherein the calculation section calculates the evaluation value by using collaborative filtering.
9. The information processing apparatus according to claim 8 ,
wherein the stay time in the second information is obtained by excluding a time during which the target person is not directed toward the target object.
10. The information processing apparatus according to claim 7 ,
wherein the stay time in the second information is obtained by excluding a time during which the target person is not directed toward the target object.
11. The information processing apparatus according to claim 2 ,
wherein the calculation section calculates the evaluation value by using collaborative filtering.
12. The information processing apparatus according to claim 11 ,
wherein the stay time in the second information is obtained by excluding a time during which the target person is not directed toward the target object.
13. The information processing apparatus according to claim 2 ,
wherein the stay time in the second information is obtained by excluding a time during which the target person is not directed toward the target object.
14. The information processing apparatus according to claim 13 ,
wherein it is determined whether or not the target person is directed toward the target object, based on an image obtained by imaging.
15. The information processing apparatus according to claim 1 ,
wherein the calculation section calculates the evaluation value by using collaborative filtering.
16. The information processing apparatus according to claim 15 ,
wherein the stay time in the second information is obtained by excluding a time during which the target person is not directed toward the target object.
17. The information processing apparatus according to claim 1 ,
wherein the stay time in the second information is obtained by excluding a time during which the target person is not directed toward the target object.
18. The information processing apparatus according to claim 17 ,
wherein it is determined whether or not the target person is directed toward the target object, based on an image obtained by imaging.
19. The information processing apparatus according to claim 1 ,
wherein the specific behavior is a behavior of purchasing the target object.
20. The information processing apparatus according to claim 1 ,
wherein the specific behavior is a behavior of showing an interest in the target object as an exhibit.