JP2018195198A - Providing device, providing method, and providing program - Google Patents

Abstract

To improve a user's state of health.SOLUTION: A providing device according to the present application comprises an estimation part and a providing part. The estimation part estimates a user's state of health on the basis of history information indicating the user's behavior on a network and gene information on the user's gene. The providing part provides a warning according to the state of health estimated by the estimation part to a terminal device used by the user.SELECTED DRAWING: Figure 2

Description

  The present invention relates to a providing apparatus, a providing method, and a providing program.

  2. Description of the Related Art Conventionally, techniques for improving user health by utilizing user information are known. For example, a technique is known in which information for improving a user's health condition is provided to the user by collecting and analyzing the user's genetic information and the user's medical history information.

JP 2001-256305 A

  However, the above-described conventional technology cannot always improve the health condition of the user. For example, in the above-described conventional technology, even if information for improving the health condition of the user is provided to the user, the user does not always take an appropriate action to improve the health condition of the user. .

  The present application has been made in view of the above, and an object thereof is to provide a providing device, a providing method, and a providing program capable of improving a user's health condition.

  The providing apparatus according to the present application is estimated by the estimation unit and the estimation unit that estimates the health state of the user based on history information indicating the behavior of the user on the network and genetic information on the gene of the user. And a providing unit that provides a warning corresponding to a health condition to the terminal device used by the user.

  According to one aspect of the embodiment, there is an effect that the user's health condition can be improved.

FIG. 1 is a diagram illustrating an example of a warning providing process according to the embodiment. FIG. 2 is a diagram illustrating a configuration example of the providing apparatus according to the embodiment. FIG. 3 is a diagram illustrating an example of a gene information table according to the embodiment. FIG. 4 is a diagram illustrating an example of a purchase history table according to the embodiment. FIG. 5 is a diagram illustrating an example of a medical history information table according to the embodiment. FIG. 6 is a diagram illustrating an example of a health condition information table according to the embodiment. FIG. 7 is a diagram illustrating an example of a warning information storage unit according to the embodiment. FIG. 8 is a flowchart illustrating a warning providing process procedure performed by the providing apparatus according to the embodiment. FIG. 9 is a diagram illustrating an example of a warning providing process according to the modification. FIG. 10 is a diagram illustrating an example of a warning providing process according to the modification. FIG. 11 is a diagram illustrating an example of a warning providing process according to the modification. FIG. 12 is a diagram illustrating an example of a warning providing process according to the modification. FIG. 13 is a diagram illustrating an example of a warning providing process according to the modification. FIG. 14 is a diagram illustrating an example of a warning providing process according to the modification. FIG. 15 is a hardware configuration diagram illustrating an example of a computer that realizes the function of the providing apparatus.

  Hereinafter, embodiments for providing a providing apparatus, a providing method, and a providing program according to the present application (hereinafter referred to as “embodiments”) will be described in detail with reference to the drawings. In addition, the providing apparatus, the providing method, and the providing program according to the present application are not limited by this embodiment. In addition, the embodiments can be appropriately combined within a range that does not contradict processing contents. In the following embodiments, the same portions are denoted by the same reference numerals, and redundant description is omitted.

[1. (Warning provision processing)
First, the configuration of the warning providing system 1 according to the embodiment will be described with reference to FIG. As shown in FIG. 1, the warning providing system 1 includes a terminal device 10 and a providing device 100. Although not shown in FIG. 1, the warning providing system 1 may include two or more terminal devices 10.

  The terminal device 10 is an information processing device used by the user U1. In the example of FIG. 1, the terminal device 10 is shown as a notebook PC. However, the terminal apparatus 10 may be any type of information processing apparatus including a desktop PC (Personal Computer), a tablet PC, a smartphone, and a PDA (Personal Digital Assistant).

  The providing device 100 is a server device that provides various types of information to the terminal device 10. The providing device 100 includes a user information storage unit 120. Although not shown in FIG. 1, the providing device 100 communicates with the terminal device 10 by wired or wireless via a network network (for example, the Internet network).

  The user information storage unit 120 stores gene information of the user U1. In the example of FIG. 1, the gene information of the user U1 includes gene information G11 indicating that the user U1 has a diabetes-related gene “diabetes gene D1”. “Diabetes-related gene” refers to a gene that increases the risk of developing diabetes.

  Regarding the method for acquiring the gene information of the user U1, for example, the providing apparatus 100 receives a user U1 from a testing organization (not shown) that examines the gene of the user U1 from a sample (eg, saliva) containing the user U1 gene. Get genetic information of Then, the providing device 100 stores the acquired gene information of the user U1 in the user information storage unit 120. In this way, the user information storage unit 120 can store the genetic information of the user U1.

  Further, the user information storage unit 120 stores the purchase history of the user U1. In the example of FIG. 1, the purchase history of the user U1 includes a purchase history P11 indicating that the user U1 has purchased 100 sweets “potato chips C1” in one month.

  Although not illustrated in FIG. 1, the providing device 100 acquires the purchase history of the user U1 from, for example, a shopping site provided by the providing device 100. Then, the providing device 100 stores the acquired purchase history of the user U1 in the user information storage unit 120. In this way, the user information storage unit 120 can store the purchase history of the user U1.

  Next, an example of warning providing processing according to the embodiment will be described with reference to FIG. FIG. 1 is an explanatory diagram illustrating an example of a warning providing process according to the embodiment. In the example of FIG. 1, a warning providing process is performed by the warning providing system 1.

  First, the providing apparatus 100 estimates the health state of the user U1 based on the genetic information G11 of the user U1 and the purchase history P11 of the user U1. For example, the providing apparatus 100 estimates a relative risk that a user U1 who purchased 100 “potato chips C1” per month develops diabetes.

  In one example, the providing apparatus 100 can estimate a relative risk that the user U1 develops diabetes based on a plurality of medical histories of a plurality of users and a plurality of purchase histories of the plurality of users. For example, similarly to the user U1, the providing apparatus 100 has a diabetes related gene “diabetes gene D1” and whether or not a plurality of users who have purchased 100 “potato chips C1” per month have diabetes onset. Based on the above, it is possible to estimate the relative risk that the user U1 develops diabetes. As an example for explanation, it is assumed that the providing apparatus 100 estimates that the user U1 has diabetes.

  Subsequently, the providing device 100 receives a search request from the terminal device 10 (step S11). In the example of FIG. 1, the providing device 100 receives the search query “potato chips” input in the search window K11 of the shopping site W11 provided by the providing device 100.

  Subsequently, the providing device 100 provides the search result to the terminal device 10 (step S12). In the example of FIG. 1, the providing device 100 provides the terminal device 10 with a series of search results R11 that respond to the search query “potato chips”. For example, the providing device 100 provides the terminal device 10 with a search result including link information L11 for transitioning to “Potato chips C1” purchaseable content.

  Subsequently, the providing apparatus 100 receives a content request from the terminal apparatus 10 (step S13). In the example of FIG. 1, the providing device 100 receives a request for content that can purchase “potato chips C1” from the terminal device 10 in response to the selection of the link information L11.

  Thereafter, the providing device 100 provides a warning corresponding to the estimated health state of the user U1 to the terminal device 10 (step S14). In the example of FIG. 1, the providing device 100 provides the terminal device 10 with a warning W21 indicating a disease associated with the estimated health state of the user U1 and the content for which “potato chips C1” can be purchased. .

  In FIG. 1, a warning W21 indicates an example of a warning indicating a disease related to the estimated health state of the user U1 and the content for which “potato chips C1” can be purchased. Text A11 "You are suspected of having diabetes ... Potato chips C1 causes diabetes ..." is an example of a warning message.

  Thus, in the warning providing system 1 according to the embodiment, the providing device 100 estimates the health state of the user U1 based on the genetic information of the user U1 and the purchase history of the user U1. Then, when receiving a request for content from the terminal device 10 used by the user U1, the providing device 100 provides the terminal device 10 with a warning related to the estimated health state of the user U1 and the content. To do.

  Thereby, the providing apparatus 100 according to the embodiment can improve the health state of the user U1. More specifically, in general, the user U1 can undergo a genetic test and receive advice regarding meals based on the test result of the genetic test. In this case, the user U1 is not always able to improve the eating habits due to lack of knowledge about food. Providing apparatus 100 can warn the user that the food product adversely affects the health condition of user U1 at the timing when user U1 purchases the food product that adversely affects the health condition of user U1. As a result, the providing apparatus 100 can discourage the user U1 from purchasing food that adversely affects the health condition of the user U1. Hereinafter, the providing apparatus 100 that realizes such a warning providing process will be described in detail.

[2. Configuration of providing device]
Next, the configuration of the providing apparatus 100 according to the embodiment will be described with reference to FIG. FIG. 2 is a diagram illustrating a configuration example of the providing apparatus 100 according to the embodiment. As illustrated in FIG. 2, the providing apparatus 100 includes a communication unit 110, a user information storage unit 120, a warning information storage unit 130, and a control unit 140. The providing apparatus 100 includes an input unit (for example, a keyboard and a mouse) that receives various operations from an administrator who uses the providing apparatus 100, and a display unit (a liquid crystal display or the like) for displaying various types of information. May be.

(Communication unit 110)
The communication unit 110 is realized by, for example, a NIC (Network Interface Card). The communication unit 110 is connected to a network network by wire or wireless, and transmits / receives information to / from the terminal device 10 via the network network.

(User information storage unit 120)
The user information storage unit 120 is realized by, for example, a semiconductor memory device such as a RAM (Random Access Memory) or a flash memory, or a storage device such as a hard disk or an optical disk. As shown in FIG. 2, the user information storage unit 120 stores a gene information table 121, a purchase history table 122, a medical history information table 123, and a health condition information table 124.

(Gene information table 121)
The user's gene information is stored in the gene information table 121. For example, the gene information table 121 stores the user's gene information acquired from a test organization that examines the user's gene from a sample (eg, saliva) containing the user's gene. Here, FIG. 3 shows an example of the gene information table 121 according to the embodiment. In the example of FIG. 3, “gene information” is stored for each “user ID” in the gene information table 121.

  “User ID” indicates an identifier for identifying the user of the terminal device 10. When an HTTP (Hypertext Transfer Protocol) cookie or the like is transmitted and received between the providing apparatus 100 and the terminal apparatus 10, a user ID may be set in the HTTP cookie.

  “Gene information” is information indicating whether a user has a gene related to a disease. The genetic information is classified into genes related to diseases such as “diabetes gene D1” and “obesity gene O1”. For example, “diabetes gene D1” corresponds to SNP (Single Nucleotide Polymorphism) involved in the onset of diabetes or Haplotype (Haploid Genotype) associated with diabetes. In the example of FIG. 3, when the user has a diabetes-related gene “diabetes gene D1”, “1” is stored in “diabetes gene D1”. When the user does not have the diabetes-related gene “diabetes gene D1”, “0” is stored in “diabetes gene D1”. FIG. 3 shows that the user identified by the user ID “U1” has “diabetes gene D1”.

(Purchase history table 122)
The purchase history of the user is stored in the purchase history table 122. Here, FIG. 4 shows an example of the purchase history table 122 according to the embodiment. In the example of FIG. 4, “purchase history” is stored in the purchase history table 122 for each “user ID”.

  The “purchase history” includes the product name of the product purchased by the user in a predetermined period (for example, one month) and the number of products purchased. The purchase history is classified into product names such as “potato chips C1” and “low calorie snack L1”. FIG. 4 shows that the user identified by the user ID “U1” has purchased “100” “potato chips C1” in a predetermined period.

(Medical history information table 123)
The medical history information of the user is stored in the medical history information table 123. In addition, about the acquisition method of a user's medical history information, the provision apparatus 100 acquires a user's medical history information from the questionnaire site which the provision apparatus 100 provides, for example. Then, the providing device 100 stores the user's medical history information obtained from the questionnaire to the user in the medical history information table 123. Here, FIG. 5 shows an example of the health information table 123 according to the embodiment. In the example of FIG. 5, “medical history information” is stored for each “user ID” in the medical history information table 123.

  The “medical history information” is information indicating a disease that the user has suffered in the past. The medical history information is classified into diseases such as “diabetes” and “obesity”. In the example of FIG. 5, “1” is stored in “diabetes” when the user has had diabetes in the past. Further, when the user has not suffered from diabetes in the past, “0” is stored in “diabetes”. Further, when there is no data indicating whether the user has had diabetes in the past, “NULL” is stored in “Diabetes”. FIG. 5 shows that there is no data indicating whether or not the user identified by the user ID “U1” has had “diabetes” in the past.

(Health condition information table 124)
The health condition information related to the user's health condition estimated by the estimation unit 141 is stored in the health condition information table 124. Here, FIG. 6 shows an example of the health condition information table 124 according to the embodiment. In the example of FIG. 6, “health state information” is stored for each “user ID” in the health information table 124.

  “Health condition information” is information relating to the estimated health condition of the user. For example, the health condition information is information indicating how many times the average risk of a user developing a disease is the average of all users. The health condition information is classified into diseases such as “diabetes” and “obesity”. In the example of FIG. 6, “n” is stored in “diabetes” when the risk that the user develops diabetes is n (n is an arbitrary real number) times the average of all users. FIG. 6 shows that the risk of developing diabetes for the user identified by the user ID “U1” is 10 times the average for all users.

(Warning information storage unit 130)
The warning information storage unit 130 is realized by, for example, a semiconductor memory element such as a RAM (Random Access Memory) or a flash memory, or a storage device such as a hard disk or an optical disk. The warning information storage unit 130 stores various types of information related to warnings provided by the providing unit 144. Here, FIG. 7 illustrates an example of the warning information storage unit 130 according to the embodiment. In the example of FIG. 7, the warning information storage unit 130 includes items of “disease”, “product”, “content URL”, and “warning URL”.

  “Disease” indicates the name of the disease. “Product” indicates a product that causes a disease. The “content URL” indicates a URL (Uniform Resource Locator) of content where a product causing a disease can be purchased. “Warning URL” indicates a URL of a warning regarding a disease. That is, FIG. 7 shows that “potato chips C1” causes diabetes, the URL of the content where the potato chips C1 can be purchased is “http://www.shopping.example13.com”, and the URL of the warning about diabetes is “Http://www.alert.example21.com”.

(Control unit 140)
The control unit 140 is a controller, and various programs stored in a storage device inside the providing device 100 are stored in a RAM or the like by a processor such as a CPU (Central Processing Unit) or an MPU (Micro Processing Unit). This is realized by being executed as a work area. The control unit 140 is a controller, and may be realized by an integrated circuit such as an ASIC (Application Specific Integrated Circuit) or an FPGA (Field Programmable Gate Array).

  As shown in FIG. 2, the control unit 140 includes an estimation unit 141, a search request reception unit 142, a content request reception unit 143, and a provision unit 144, and functions and functions of information processing described below. Realize or execute. Note that the internal configuration of the control unit 140 is not limited to the configuration illustrated in FIG. 2, and may be another configuration as long as the information processing described below is performed.

(Estimation unit 141)
The estimation unit 141 estimates the user's health based on the gene information stored in the gene information table 121 and the purchase history stored in the purchase history table 122. Then, the estimation unit 141 stores information on the estimated health condition in the health condition information table 124.

  As an example for description, consider an example in which the estimation unit 141 estimates the health state of the user “user U1” identified by the user ID “U1” in the examples illustrated in FIGS. In order to estimate the health state of the user U1, a number of epidemiological indicators (for example, relative risk) can be used.

  First, the estimation unit 141 refers to the gene information table 121 and the purchase history table 122, and the user “user U1” identified by the user ID “U1” has the diabetes-related gene “diabetes gene D1”. In addition, it is specified that “100” “potato chips C1” have been purchased in a predetermined period (for example, one month).

  Subsequently, the estimation unit 141 refers to the medical history information table 123 and calculates the ratio of the number of users who have diabetes in the past to the total number of users as “diabetes onset probability”. Furthermore, the estimation unit 141 refers to the gene information table 121, the purchase history table 122, and the medical history information table 123, has the diabetes related gene “diabetes gene D1”, and “potato chips” in a predetermined period. The number of users who have purchased “100” C1 has the diabetes related gene “Diabetes gene D1”, and “100” “potato chips C1” in a predetermined period (for example, one month). The ratio of the number of users who have purchased and have suffered from diabetes in the past is calculated as the “conditional diabetes onset probability”.

  Subsequently, the estimation unit 141 calculates the ratio of the diabetes onset probability to the calculated conditional diabetes onset probability as the “relative risk” of diabetes of the user U1. The relative risk of diabetes of the user U1 is information indicating how many times the risk of the user U1 developing diabetes is the average of all users. Thereafter, the estimation unit 141 stores the relative risk of diabetes of the user U1 in the health state information table 124 in association with the user ID “U1” and the disease “diabetes”.

(Search request receiving unit 142)
The search request receiving unit 142 receives a search request from the terminal device 10. For example, the search request receiving unit 142 receives a search query input in a search window of a shopping site provided by the providing unit 144. Further, the search request receiving unit 142 may receive a user ID for identifying the terminal device 10.

(Content request receiving unit 143)
The content request receiving unit 143 receives a content request from the terminal device 10. For example, the content request receiving unit 143 receives a request for shopping site content from the terminal device 10 in response to selection of link information for transition to the shopping site content provided by the providing unit 144. Further, the content request receiving unit 143 may receive a user ID for identifying the terminal device 10.

(Providing unit 144)
The providing unit 144 provides a website to the terminal device 10. Websites can be of any type, including shopping sites, news sites, auction sites, weather forecast sites, finance (stock price) sites, route search sites, map providing sites, travel sites, restaurant introduction sites, survey sites, and web blogs. May be a website. Further, the website may be any type of portal site including contents such as shopping, news, auction, weather forecast, finance (stock price), route information, map information, and questionnaire.

  Although the embodiments have been described in relation to websites, the term “website” can be broadly interpreted to include “applications”. For example, the term “portal site” may be interpreted to mean a portal site of an application executed on a smartphone.

  Further, the providing unit 144 provides the search result to the terminal device 10 when the search request receiving unit 142 receives a search request. For example, the providing unit 144 provides the terminal device 10 with a series of search results in response to a search query input in a search window of a shopping site provided by the providing unit 144. In addition, for example, the providing unit 144 provides the terminal device 10 with a search result including link information for transitioning to content that can purchase a product related to the search query.

  Further, the providing unit 144 refers to the health state information table 124 and determines whether or not the user's health state identified by the received user ID satisfies a predetermined criterion. For example, the providing unit 144 determines whether the risk that the user will develop diabetes is equal to or less than a predetermined threshold.

  In addition, when the providing unit 144 determines that the user's health condition does not satisfy the predetermined criteria, the providing unit 144 refers to the warning information storage unit 130 and identifies content that adversely affects the user's health state. For example, the providing unit 144 refers to the warning information storage unit 130 when the user determines that the risk of developing diabetes is not equal to or less than a predetermined threshold. Then, the providing unit 144, based on the content URL and the warning URL indicating that the content for which “potato chips C1” can be purchased sells products causing diabetes, the potato chips C1 causing diabetes. URL “http://www.shopping.example13.com” of content that can be purchased and a diabetes warning URL “http://www.alert.example21.com” are acquired.

  The providing unit 144 also provides the terminal device 10 with a warning corresponding to the user's health state estimated by the estimating unit 141. For example, the providing unit 144 provides a warning indicating a disease related to the user's health condition and content to the terminal device 10. Specifically, when the content request receiving unit 143 receives a request for content that adversely affects the health status of the user, the providing unit 144 displays the warning acquired by referring to the warning information storage unit 130. Provided to the terminal device 10.

  In the example shown in FIG. 7, when the request for content corresponding to the acquired URL “http://www.shopping.example13.com” is received, the providing unit 144 receives the acquired URL “http: A warning about diabetes corresponding to “//www.alert.example21.com” is provided to the terminal device 10. Specifically, the providing unit 144 provides the terminal device 10 with a warning such as “You are suspected of having diabetes .... Potato Chips C1 causes diabetes.” To do.

[3. (Warning provision process flow)
Next, a procedure of warning providing processing by the providing apparatus 100 according to the embodiment will be described. FIG. 8 is a flowchart illustrating a warning providing process procedure by the providing apparatus 100 according to the embodiment.

  As illustrated in FIG. 8, the estimation unit 141 of the providing apparatus 100 determines the health status of the user based on the gene information stored in the gene information table 121 and the purchase history stored in the purchase history table 122. Estimate (step S101). Subsequently, the search request receiving unit 142 receives a search request from the terminal device 10 used by the user (step S102).

  Subsequently, the providing unit 144 provides a search result to the terminal device 10 (step S103). Subsequently, the content request receiving unit 143 receives a request for content from the terminal device 10 (step S104).

  Subsequently, the providing unit 144 provides the terminal device 10 with a warning corresponding to the health state of the user estimated by the estimating unit 141 (step S105). For example, a warning indicating a disease related to the user's health condition and content is provided to the terminal device 10.

[4. (Modification)
The warning providing system 1 according to the above-described embodiment may be implemented in various different forms other than the above-described embodiment. Therefore, in the following, another embodiment of the warning providing system 1 will be described.

[4-1. Warning provision timing)
When the content request is received, the providing unit 144 of the providing device 100 described above provides the terminal device 10 with a warning indicating a disease related to the user's health condition and the content. However, the present invention is not limited to this example, and the providing unit 144 may provide a warning to the terminal device 10 before the content request is received or after the content is provided. In the following description, warning provision timing will be described with reference to FIGS. 9 and 10.

FIG. 9 shows an example of a plurality of contents provided to the user U2 estimated to be healthy. First, the providing unit 144 provides the shopping site W12 to the terminal device 10 ₂ (not shown). However, the terminal device 10 ₂ is a terminal device 10 that is utilized by the user U2. Subsequently, the search request receiving unit 142 receives the search query “potato chips” input in the search window K12 of the shopping site W12.

Subsequently, providing portion 144 is in the shopping site W11, the search results R11 containing link information L11 transitioning the products related to the search query "potato chips" can be the content purchase, be provided to the terminal apparatus 10 ₂ . Subsequently, the content request receiving unit 143, in response to selection of the link information L11, a request for the content W13 purchasable a "potato chips C1", received from the terminal apparatus 10 _2. Thereafter, providing unit 144, a content W13 purchasable a "potato chips C1" is provided to the terminal device 10 _2.

On the other hand, FIG. 10 shows an example of a plurality of contents and a plurality of warnings provided to the user U1 estimated to have diabetes. _First , the providing unit 144 provides the shopping site W12 to the terminal device 10 ₁ (not shown). However, the terminal apparatus 10 ₁ is a terminal device 10 that is utilized by the user U1. Subsequently, the search request receiving unit 142 receives the search query “potato chips” input in the search window K12 of the shopping site W12.

In one embodiment, provider 144, the shopping site W11, the search results R11 containing link information L11 transitioning the products related to the search query "potato chips" can be the content purchase, to the terminal apparatus 10 ₁ May be provided. The content request receiving unit 143, in response to selection of the link information L11, receives a request of purchasable content W13 from the terminal device 10 ₁ a "potato chip C1." In one embodiment, provider 144, the content W13 purchasable a "potato chips C1" may be provided to the terminal apparatus 10 _1.

In one embodiment, when the search request receiving unit 142 receives a search query associated with the disease estimated by the estimating unit 141, the providing unit 144 determines whether the search query and the user's health state are warning W22 showing a related disease may be provided to the terminal apparatus 10 _1. For example, when a search query “potato chips” is received by the search request receiving unit 142, the providing unit 144 says, “You are suspected of having diabetes .... Potato chips cause diabetes.- warning W22 like ... ", it may be provided to the terminal apparatus 10 _1.

In one embodiment, when the content request receiving unit 143 receives a request for the content W13 associated with a disease, the providing unit 144 provides a warning indicating a disease related to the content and the health condition of the user. the W21, may be provided to the terminal apparatus 10 _1. For example, when the content request receiving unit 143 receives a request for the content W13 that can purchase potato chips C1 that causes diabetes, the providing unit 144 states that “You are suspected of having diabetes. chips C1 is the cause of diabetes. the warning W21 as ... ", it may be provided to the terminal device 10 _1.

In one embodiment, when the content request receiving unit 143 receives a purchase request for a product causing a disease from the content W13 that can purchase the product causing the disease, the providing unit 144 warning W21 indicating the disease associated with the health status of the content and the user may be provided to the terminal apparatus 10 _1. For example, when the content request receiving unit 143 receives a purchase request for potato chips C1 from the content W13 that can purchase “potato chips C1” that causes diabetes, the providing unit 144 reads “You are diabetic. There is a doubt. ... potato chips C1 is the cause of diabetes. the warning W21 as ... ", it may be provided to the terminal device 10 _1.

[4-2. (Providing warnings on the portal site)
The providing unit 144 of the providing device 100 described above may provide a warning to the terminal device 10 at the portal site. In the following description, the provision of warnings in the portal site will be described using FIG. 11 and FIG.

FIG. 11 shows an example of a plurality of portal sites provided to the user U2 estimated to be healthy. First, providing unit 144, a portal site W31, provides to the terminal device 10 _2. However, the terminal device 10 ₂ is a terminal device 10 that is utilized by the user U2. Subsequently, the search request receiving unit 142 receives the search query “potato chips” input in the search window K31 of the portal site W31. Thereafter, providing unit 144, a portal site W32 corresponding to the search results page that includes a link information L21 transition to content W41 relevant to the search query "potato chips", provides to the terminal device 10 _2.

On the other hand, FIG. 12 shows an example of a plurality of portal sites and a plurality of warnings provided to the user U1 estimated to have diabetes. _First , the providing unit 144 provides the portal site W31 to the terminal device 10 ₁ (not shown). However, the terminal apparatus 10 ₁ is a terminal device 10 that is utilized by the user U1. Subsequently, the search request receiving unit 142 receives the search query “potato chips” input in the search window K31 of the portal site W31. In one embodiment, providing unit 144, a search results page W32 including link information L21 transition to the content W41 for the search query "potato chips" may be provided to the terminal apparatus 10 _1.

In one embodiment, when a search query associated with the disease estimated by the estimation unit 141 is received by the search request reception unit 142 from the portal site W31, the providing unit 144 includes the search query and the user's health. warning W22 indicating the disease associated with the state, it may be provided to the terminal apparatus 10 _1. For example, when a search query “potato chips” is received by the search request receiving unit 142, the providing unit 144 says, “You are suspected of having diabetes .... Potato chips cause diabetes.- warning W22 like ... ", it may be provided to the terminal apparatus 10 _1.

In one embodiment, when a request for content associated with a disease is received by the content request receiving unit 143 from the search result page W32, the providing unit 144 relates to the content and the health status of the user. warning W23 indicating the disease, it may provide to the terminal apparatus 10 _1. For example, when the content request receiving unit 143 receives a request for the content W41 related to the potato chips C1 that causes diabetes, the providing unit 144 states that “You are suspected of having diabetes. , it will be the cause of diabetes. the warning W23 as ... ", may be provided to the terminal device 10 _1.

[4-3. (No provision of content that adversely affects health)
The providing unit 144 of the providing apparatus 100 described above, when a request for content that adversely affects the health state estimated by the estimation unit 141 is received, gives a warning indicating a disease related to the user's health state and content, Provided to the terminal device 10. However, without being limited to this example, the providing unit 144 may provide the terminal device 10 with a search result excluding content that adversely affects the estimated health condition. In the following description, non-provision of content that adversely affects the estimated health state will be described using FIG.

FIG. 13 shows an example of content provided to the user U1 who is estimated to have diabetes. _First , the providing unit 144 provides the shopping site W12 to the terminal device 10 ₁ (not shown) used by the user U1. However, the terminal apparatus 10 ₁ is a terminal device 10 that is utilized by the user U1. Subsequently, the search request receiving unit 142 receives the search query “potato chips” input in the search window K12 of the shopping site W12.

In one embodiment, providing unit 144, a search result obtained by excluding contents which causes the estimated disease by estimating portion 141 may be provided to the terminal apparatus 10 _1. For example, providing 144 the search results obtained by excluding the content related to the product that causes a disease, it is provided to the terminal apparatus 10 _1.

In the example of FIG. 13, providing unit 144, a search result obtained by excluding the content available for purchase related products to a search query associated with the "diabetes", "potato chips" are provided to the terminal apparatus 10 _1. For example, provider 144 may instead, the search results R31 including the content M21 purchasable items associated with the search query does not correspond to the "diabetes", "low-calorie snacks", provides to the terminal apparatus 10 ₁ Also good.

[4-4. (Not providing link information that adversely affects health status)
The providing unit 144 of the providing apparatus 100 described above may provide the terminal apparatus 10 with a search result page that excludes link information that adversely affects the estimated health state in the portal site. In the following description, non-providing of link information that adversely affects the estimated health state will be described with reference to FIG.

FIG. 14 shows an example of a plurality of portal sites provided to the user U1 estimated to have diabetes. _First , the providing unit 144 provides the portal site W31 to the terminal device 10 ₁ (not shown). However, the terminal apparatus 10 ₁ is a terminal device 10 that is utilized by the user U1. Subsequently, the search request receiving unit 142 receives the search query “potato chips” input in the search window K31 of the portal site W31.

In one embodiment, providing unit 144, a search result obtained by excluding a link information causing estimated disease by estimating portion 141 may be provided to the terminal apparatus 10 _1. For example, providing 144 the retrieval result obtained by excluding a link information to transition to content related to the product that causes a disease, is provided to the terminal apparatus 10 _1.

In the example of FIG. 14, providing unit 144, a search result obtained by excluding a link information to transition to content related to the product associated with associated with the "diabetes" search query "Potato Chips", provided to the terminal apparatus 10 ₁ To do. For example, provider 144 may instead, the search results R41 including link information to transition to content related to the product associated with the search query does not correspond to the "diabetes", "low-calorie snacks", provides to the terminal apparatus 10 ₁ May be.

[4-5. (Health state estimation based on search history)
The estimation unit 141 of the providing apparatus 100 described above estimates the user's health based on the gene information stored in the gene information table 121 and the purchase history stored in the purchase history table 122. However, without being limited to this example, the estimation unit 141 may estimate the user's health based on the user's search history and the user's genetic information.

  Search history can be substituted when referring to purchase history. For example, the “purchasing history table 122” can be replaced with the “search history table 122”. In this case, “purchasing history” can be replaced with “search history”. In this case, “the number of purchases of the product” can be replaced with “the number of times of input of the search query”. That is, FIG. 4 shows that the user identified by the user ID “U1” has input the search query “potato chips C1” “100” times in a predetermined period (for example, one month). Can be considered.

  In one example, the estimation unit 141 refers to the gene information table 121 and the search history table 122, and the user “user U1” identified by the user ID “U1” has the diabetes-related gene “diabetes gene D1”. It can be considered that the search query “potato chips C1” is input “100” times in a predetermined period (for example, one month).

  As in the case of the purchase history, the estimation unit 141 may refer to the medical history information table 123 and calculate the ratio of the number of users who have diabetes in the past to the total number of users as the diabetes onset probability. it can. In one example, the estimation unit 141 refers to the gene information table 121, the search history table 122, and the medical history information table 123, has a diabetes-related gene “diabetes gene D1”, and has a predetermined period (for example, 1), the number of users who input “potato chips C1” “100” times has a diabetes-related gene “diabetes gene D1”, and in a predetermined period (for example, 1 month) It can be considered that the ratio of the number of users who have entered “Chips C1” “100” times and have diabetes in the past is calculated as the conditional diabetes onset probability.

  Further, in one example, the estimation unit 141 can be considered to calculate the ratio of the diabetes onset probability to the conditional diabetes onset probability calculated based on the search history as the relative risk of diabetes of the user U1. . In one example, the estimation unit 141 associates the relative risk of diabetes of the user U1 calculated based on the search history with the user ID “U1” and the disease “diabetes”, and the health state information table 124. Can be thought of as storing.

[4-6. Others]
In addition, among the processes described in the above embodiment, all or part of the processes described as being automatically performed can be performed manually, or the processes described as being performed manually can be performed. All or a part can be automatically performed by a known method. In addition, the processing procedures, specific names, and information including various data and parameters shown in the document and drawings can be arbitrarily changed unless otherwise specified.

  Further, each component of each illustrated apparatus is functionally conceptual, and does not necessarily need to be physically configured as illustrated. In other words, the specific form of distribution / integration of each device is not limited to that shown in the figure, and all or a part thereof may be functionally or physically distributed or arbitrarily distributed in arbitrary units according to various loads or usage conditions. Can be integrated and configured.

  For example, part or all of the user information storage unit 120 and the warning information storage unit 130 illustrated in FIG. 2 may be stored in a storage server or the like instead of being held by the providing apparatus 100. In this case, the providing apparatus 100 acquires various information such as gene information and purchase history by accessing the storage server.

[4-7. Hardware configuration)
Further, the providing apparatus 100 according to the embodiment described above is realized by a computer 1000 having a configuration as shown in FIG. FIG. 15 is a diagram illustrating an example of a hardware configuration. The computer 1000 is connected to an output device 1010 and an input device 1020, and an arithmetic device 1030, a primary storage device 1040, a secondary storage device 1050, an output IF (Interface) 1060, an input IF 1070, and a network IF 1080 are connected via a bus 1090. Have

  The arithmetic device 1030 operates based on a program stored in the primary storage device 1040 and the secondary storage device 1050, a program read from the input device 1020, and the like, and executes various processes. The primary storage device 1040 is a memory device such as a RAM that temporarily stores data used by the arithmetic device 1030 for various arithmetic operations. The secondary storage device 1050 is a storage device in which data used for various calculations by the calculation device 1030 and various databases are registered, and is realized by a ROM (Read Only Memory), HDD, flash memory, or the like.

  The output IF 1060 is an interface for transmitting information to be output to an output device 1010 that outputs various types of information such as a monitor and a printer. For example, USB (Universal Serial Bus), DVI (Digital Visual Interface), This is realized by a standard connector such as HDMI (registered trademark) (High Definition Multimedia Interface). The input IF 1070 is an interface for receiving information from various input devices 1020 such as a mouse, a keyboard, and a scanner, and is realized by, for example, a USB.

  The input device 1020 includes, for example, an optical recording medium such as a CD (Compact Disc), a DVD (Digital Versatile Disc), and a PD (Phase change rewritable disk), a magneto-optical recording medium such as an MO (Magneto-Optical disk), and a tape. It may be a device that reads information from a medium, a magnetic recording medium, a semiconductor memory, or the like. The input device 1020 may be an external storage medium such as a USB memory.

  The network IF 1080 receives data from other devices via the network N and sends the data to the arithmetic device 1030, and transmits data generated by the arithmetic device 1030 to other devices via the network N.

  The arithmetic device 1030 controls the output device 1010 and the input device 1020 via the output IF 1060 and the input IF 1070. For example, the arithmetic device 1030 loads a program from the input device 1020 or the secondary storage device 1050 onto the primary storage device 1040, and executes the loaded program.

  For example, when the computer 1000 functions as the advertising device 100, the arithmetic device 1030 of the computer 1000 implements the function of the control unit 140 by executing a program loaded on the primary storage device 1040.

[5. effect〕
As described above, the providing apparatus 100 according to the embodiment includes the estimating unit 141 and the providing unit 144. The estimation unit 141 estimates the user's health based on history information indicating the user's behavior on the network and gene information regarding the user's genes. The providing unit 144 provides a warning corresponding to the health state estimated by the estimating unit 141 to the terminal device 10 used by the user.

  Accordingly, the providing apparatus 100 can estimate the user's health state with high accuracy and can warn the user according to the actual network activity that is useful for improving the health. Can be improved.

  In addition, the providing apparatus 100 according to the embodiment includes a content request receiving unit that receives a request for content from a terminal device. In the providing apparatus 100 according to the embodiment, the providing unit 144 provides a warning indicating a disease related to the health state and the content estimated by the estimating unit 141 to the terminal device.

  Accordingly, the providing apparatus 100 can prevent the user from browsing content that may cause the user's congenital disease, and thus can improve the user's health condition.

  Further, in the providing device 100 according to the embodiment, the providing unit 144 provides a warning indicating a disease related to the health state estimated by the estimating unit 141 and a product that can be purchased with the content to the terminal device.

  Thereby, the providing apparatus 100 can inform the user that the product does not match the user's constitution, and thus can improve the health condition of the user.

  Further, in the providing device 100 according to the embodiment, the providing unit 144 provides the terminal device with the content that adversely affects the health state when the health state estimated by the estimation unit 141 satisfies a predetermined standard. When the health state estimated by the estimation unit 141 does not satisfy a predetermined standard, content that adversely affects the health state is not provided to the terminal device.

  Thereby, since the providing apparatus 100 does not provide the user with content that may cause the user's congenital disease, the health condition of the user can be improved.

  In addition, the providing apparatus 100 according to the embodiment includes a search request receiving unit 142 that receives a search request from a terminal device. In the providing device 100 according to the embodiment, the providing unit 144 provides the terminal device 10 with a search result excluding content that adversely affects the health state estimated by the estimating unit 141.

  Thereby, since the providing apparatus 100 does not provide the user with search results that can cause the user's congenital disease, the health condition of the user can be improved.

  Further, in the providing device 100 according to the embodiment, the providing unit 144 provides the terminal device 10 with a search result excluding content related to a product that causes a disease related to genetic information.

  Thereby, since the providing apparatus 100 does not provide the user with the content related to the product that may cause the user's congenital disease, the providing apparatus 100 can improve the health condition of the user.

  Moreover, in the providing apparatus 100 according to the embodiment, the estimation unit 141 estimates the user's health state based on the history information including the search history of the user and the gene information.

  Accordingly, the providing apparatus 100 can improve the user's health because the search history can be used to predict and analyze the risk of the user developing a genetic disease with high accuracy.

  Moreover, in the providing apparatus 100 according to the embodiment, the estimation unit 141 estimates a user's health state based on history information including gene purchase history of products purchased by the user and gene information.

  As a result, the providing apparatus 100 can analyze the purchase history data and evaluate the risk of the user developing a disease caused by inheritance, thereby improving the user's health condition.

  Moreover, in the provision apparatus 100 which concerns on embodiment, the estimation part 141 estimates a user's health condition based on the influence on the health of goods, and genetic information.

  Thereby, since the provision apparatus 100 can predict the risk that the product causes the user's congenital disease, the health condition of the user can be improved.

  As described above, some of the embodiments of the present application have been described in detail with reference to the drawings. However, these are merely examples, and various modifications, including the aspects described in the disclosure section of the invention, based on the knowledge of those skilled in the art, It is possible to implement the present invention in other forms with improvements.

  Further, the providing apparatus 100 described above may be realized by a plurality of server computers, and depending on the function, an external platform or the like may be realized by calling an API (Application Programming Interface) or network computing. Can be changed flexibly.

  Further, the “means” described in the claims can be read as “section (module, unit)” or “circuit”. For example, the acquisition unit can be read as an acquisition unit or an acquisition circuit.

DESCRIPTION OF SYMBOLS 1 Warning provision system 100 Provision apparatus 120 User information storage part 121 Gene information table 122 Purchase history table 123 Medical history information table 124 Health condition information table 130 Warning information storage part 141 Estimation part 142 Search request reception part 143 Content request reception part 144 Provision part

Claims (11)

An estimation unit that estimates the health state of the user based on history information indicating the behavior of the user on the network and genetic information on the user's gene;
A providing unit for providing a warning corresponding to the health state estimated by the estimating unit to a terminal device used by the user;
A providing device comprising: A content request receiving unit for receiving a content request from the terminal device;
The providing unit includes:
The providing device according to claim 1, wherein the terminal device is provided with the warning indicating a disease related to the health state estimated by the estimation unit and the content. The providing unit includes:
The providing device according to claim 2, wherein the terminal device is provided with the warning indicating a disease related to a health condition estimated by the estimating unit and a product that can be purchased with the content. The providing unit includes:
When the health state estimated by the estimation unit satisfies a predetermined criterion, the content that adversely affects the health state is provided to the terminal device, and the health state estimated by the estimation unit is a predetermined criterion. 4. The providing apparatus according to claim 2, wherein the content that adversely affects the health condition is not provided to the terminal device when the condition is not satisfied. 5. A search request receiving unit for receiving a search request from the terminal device;
The said provision part provides the search result which excluded the content which has a bad influence on the health condition estimated by the said estimation part with respect to the said terminal device. The Claim 1 characterized by the above-mentioned. Providing device. The providing unit includes:
The providing device according to claim 5, wherein the terminal device is provided with the search result excluding content related to a product that causes a disease related to the genetic information. The estimation unit includes
The provision apparatus according to any one of claims 1 to 6, wherein the health state of the user is estimated based on the history information including the search history of the user and the genetic information. The estimation unit includes
The health state of the user is estimated based on the history information including the purchase history of the product purchased by the user and the genetic information. Providing device. The estimation unit includes
9. The providing apparatus according to claim 8, wherein the health state of the user is estimated based on the health effect of the product and the genetic information. A providing method executed by a computer,
An estimation process for estimating the health state of the user based on history information indicating behavior on the user's network and genetic information on the user's gene;
A providing step of providing a warning corresponding to the health condition estimated by the estimating step to a terminal device used by the user;
The providing method characterized by including. An estimation procedure for estimating the health state of the user based on history information indicating behavior on the user's network and genetic information on the user's gene;
A providing procedure for providing a warning corresponding to the health state estimated by the estimating procedure to a terminal device used by the user;
A program for causing a computer to execute.

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