KR101001418B1 - Method of generating and modifying meta-data of internet resource and internet user - Google Patents

Abstract

The present invention relates to a method for generating and modifying metadata for an internet resource and an internet user, the method comprising: accessing an internet resource by an internet user; Calculating existing metadata of the internet user and existing metadata of the internet resource by a predetermined formula; And updating metadata of the internet user or internet resource by using the operation result.

Internet resources, Internet users, access, metadata, items, weights

Description

How to create and transform metadata for Internet resources and Internet users {METHOD OF GENERATING AND MODIFYING META-DATA OF INTERNET RESOURCE AND INTERNET USER}

The present invention relates to a method for generating or modifying metadata according to an interaction between an internet user and an internet resource or an internet user. Specifically, the present invention automatically generates metadata when an internet user accesses an internet resource. It is about a method to make a deformation.

There are numerous contents such as documents, images, music, and videos on the Internet, and they are used by many users. As the amount of information has increased rapidly, it has become very important to effectively categorize or cluster them, and for this purpose, various types of metadata such as tags, dates, and keywords have been introduced. Machine learning algorithms have been developed.

However, content on the Internet is constantly modified or updated by a large number of users, content providers, and service providers, and even if the same content changes meaning over time, metadata is not continuously updated or classified or clustered. The problem arises that the efficiency and accuracy of the device is drastically reduced. Accordingly, there is an urgent need for a method for automatically generating or updating metadata according to a change of time, a change of content, or a change of interest of a user.

An object of the present invention is to provide a method for automatically generating or modifying metadata about an Internet user or an Internet resource when an Internet user accesses an Internet resource.

In accordance with an aspect of the present invention, there is provided a method for generating and modifying metadata for an internet resource and an internet user, the method comprising: accessing an internet resource by an internet user;

Step 120 for calculating the existing metadata of the Internet user and the existing metadata of the Internet resource by a predetermined formula;

And a step 130 of updating the metadata of the internet user by using the operation result.

On the other hand, the method for generating and modifying the metadata for the Internet resources and Internet users in accordance with this embodiment of the present invention for achieving the above object step 210 of accessing the Internet resources to the Internet users;

Step 220 of calculating the existing metadata of the Internet user and the existing metadata of the Internet resource by a predetermined formula;

And updating the metadata of the internet resource by using the operation result.

On the other hand, the method for generating and modifying the metadata for the Internet resources and Internet users according to the third embodiment of the present invention for achieving the above object step 310 in which the Internet user accesses the Internet resources;

A step 320 of calculating the existing metadata of the Internet user and the existing metadata of the Internet resource by a predetermined formula;

And a step 330 of updating metadata of the Internet resource and the Internet user by using the operation result.

Meanwhile, in order to achieve the above object, the method for generating and modifying the metadata for the Internet resource and the Internet user according to the four embodiments of the present invention interacts with the first Internet user and the second Internet user, or the first Internet. Step 410, the user accessing an Internet resource related to the second Internet user;

Step 420, calculating the existing metadata of the first Internet user and the existing metadata of the second Internet user by a predetermined formula;

And updating the metadata of the first internet user by using the operation result.

Meanwhile, in order to achieve the above object, a method for generating and modifying metadata for an Internet resource and an Internet user according to a fifth embodiment of the present invention may be performed by a first Internet user and a second Internet user interacting with each other, or a first Internet. Step 510, wherein the user accesses an Internet resource related to the second Internet user;

A step 520 of calculating existing metadata of the first internet user and existing metadata of the second internet user by a predetermined formula;

And a step 530 of updating the metadata of the first internet user and the metadata of the second internet user by using the operation result.

Meanwhile, in order to achieve the above object, the method for generating and modifying the metadata of the Internet resource and the Internet user according to the sixth embodiment of the present invention includes the step 610 in which the Internet user connects the first Internet resource to the second Internet resource. ;

Step 620, calculating the existing metadata of the first Internet resource and the existing metadata of the second Internet resource by a predetermined formula;

And a step 630 of updating metadata of the first internet resource by using the operation result.

Meanwhile, according to a seventh embodiment of the present invention, a method for generating and modifying metadata for an Internet resource and an Internet user according to a seventh embodiment of the present invention provides an Internet user with a step 710 of connecting a first Internet resource to a second Internet resource. ;

Operation 720 of calculating the existing metadata of the first internet resource and the existing metadata of the second internet resource by a predetermined formula;

And a step 730 of updating the metadata of the first internet resource and the metadata of the second internet resource by using the operation result.

According to the present invention as described above, there is an effect that the metadata can be gradually generated or updated according to the passage of time, the change of contents, the change of interest of the user, and the like. Since the process is performed in the process of updating the metadata by collective intelligence without additional effort or capital administration, there is an effect that can effectively classify or cluster Internet resources and Internet users.

Hereinafter, terms used in the present invention are defined as follows.

Internet user is a general term for a person or a program that accesses an Internet resource, and includes not only a member who subscribes to the system but also an anonymous user who can be traced by a technology such as cookie.

Internet resource is a general term for contents that can be accessed on the Internet. There is no particular limitation on the form. For example, in addition to web documents, various contents or URLs in the form of image files or video files may be mentioned.

In addition, the expression of accessing an Internet resource means creating, reading, modifying or deleting an Internet resource through the Internet.

Meta-Data is data for describing characteristics of a user or an Internet resource, and may include, for example, a keyword, a date, a tag, and a list of related resources. However, there are no special restrictions on the contents or data structure.

Meanwhile, various kinds of metadata such as keywords, dates, tags, and related resources may exist in one Internet resource. Each value included in each metadata is called an item.

Finally, linking an Internet resource is any action that specifies relevance between two resources, such as specifying a hyperlink from one resource to another, or creating a link by a mechanism such as trackback. It means. The connection direction of these Internet resources is not limited, and may be forward or reverse, or bidirectional from one resource to another.

1 and 2 will be described in detail the concept of the metadata for the Internet resource and the user for the Internet resource of the present invention. In the drawing, for convenience, only one metadata corresponds to one Internet resource.

FIG. 1 is a reference diagram illustrating the concept of metadata, and FIG. 2 is a reference diagram illustrating a process of changing metadata as an Internet user accesses an Internet resource.

1 shows a web document as an example of an Internet resource, and metadata 100 for the Internet resource is shown. The metadata 100 has five items 110, such as "online games, lineages, computers, items, movies", each of which has a corresponding weight 120. In the example of FIG. 1, the weight 120 of the item 110 "online game" is 1, and the weight of the item 110 "movie" is 0.1.

In this case, metadata may exist for each Internet resource or Internet user, and the metadata may be stored in association with the Internet resource or exist separately from them. In the example of FIG. 1, the coupling relationship between the Internet resource and the metadata 100 for the Internet resource is not shown. The web document as shown in FIG. 1 may be implemented so that the metadata is included and the web document is hosted. Meta data may be stored in a separate space from the web server. The same is true for metadata about Internet users. For example, when an Internet user logs in to a server provided by a specific ISP, a method of storing and managing metadata in an Internet user's account may be considered. There are no special restrictions on form or storage method.

Referring to FIG. 2, it can be seen that an operation between the items of metadata is triggered by an internet user accessing an internet resource. First, when an Internet user accesses an Internet resource, an operation between items 110 is performed by comparing the existing metadata 100 of the Internet user with the existing metadata 100 of the Internet resource. In the example of FIG. 2, there is an "online game" item 110 and an "item" item 110 in the existing metadata 100 of the Internet user, each of which is included in the existing metadata 100 of the Internet resource. Game "item 110 and" item "item 110. In FIG. 2, for convenience of description, operations are performed only between corresponding items. However, various modifications may exist in a method for computing between metadata. First, since the metadata items of the Internet user and the metadata items of the Internet resource have the same value (online game or item), they are determined to correspond to each other. However, unlike the example of FIG. Items can be linked to corresponding ones through separate algorithms.

On the other hand, these items each have a weight 120. In the case of the metadata of an Internet user, the "online game" item 110 has a weight 120 of 0.5, and the "item" item 110 has a weight 120 of 0.2. In the case of metadata, the "online game" item 110 has a weight 120 of 1 and the "item" item 110 is 0.2.

Hereinafter, a method of generating and modifying metadata for an internet resource and an internet user according to the present invention will be described with reference to the accompanying drawings. However, the description overlapping with what was demonstrated above is abbreviate | omitted.

3 is a flowchart illustrating a method for generating and modifying metadata for an Internet resource and an Internet user according to an embodiment of the present invention, and FIG. 4 exemplarily illustrates an embodiment of the present invention shown in FIG. It is also a reference.

Referring to FIG. 3, as the Internet user accesses the Internet resource (S110), the existing metadata of the Internet user and the existing metadata of the Internet resource are calculated by a predetermined formula (S120). Thereafter, the metadata of the Internet user is updated using the operation result (S130).

At this time, the metadata of the Internet user and the metadata of the Internet resource have one or more items, and each item has a weight.

In operation S120, the metadata of the Internet user is updated by calculating the metadata of the Internet user and the metadata of the Internet resource using a predetermined formula. Specifically, as shown in FIG. 4, the existing metadata item of the Internet user is illustrated. A result value is obtained through the predetermined formula by using the weight of each of the existing metadata items of the Internet resource corresponding to one of them as an operand, and the new weight of the metadata item of the Internet user, We perform about item.

In the example of FIG. 4, the metadata item "online game" and the corresponding internet resource metadata item "online game" of the Internet user have weights of 0.5 and 1, respectively. In the example of FIG. 4, the new weight 1.5 of the Internet user metadata item "online game" is calculated by simply adding the weights of the two corresponding items, but this is merely an example. It will be decided according to various conditions.

On the other hand, going back to the example of Figure 4, the result of the calculation for each item Internet user metadata is a "online game" item having a weight of 1.5, "Lineage" item having a weight of 1, "with a weight of 0.5" Computer "item, a" item "item with a weight of 0.4, and a" movie "item with a weight of 0.1.

Meanwhile, FIG. 5 is a flowchart showing a method for generating and modifying metadata for an Internet resource and an Internet user according to this embodiment of the present invention, and FIG. 6 illustrates this embodiment of the present invention shown in FIG. This is a reference diagram to explain.

Referring to FIG. 5, as the Internet user accesses the Internet resource (S210), the existing metadata of the Internet user and the existing metadata of the Internet resource are calculated by a predetermined formula (S220). Thereafter, the metadata of the Internet resource is updated using the operation result (S230).

As illustrated in FIG. 6, unlike FIG. 4, the Internet user metadata is left as it is, and the Internet resource metadata is an "online game" item having a weight of 1.5, a "lineage" item having a weight of 1, and 0.5 It can be seen that the "computer" item having a weight, the "item" item having a weight of 0.4, and the "movie" item having a weight of 0.1 are updated.

Meanwhile, FIG. 7 is a flowchart illustrating a method for generating and modifying metadata for an Internet resource and an Internet user according to an embodiment of the present invention, and FIG. 8 is an example of an embodiment of the present invention shown in FIG. This is a reference diagram to explain.

According to FIG. 7, as the Internet user accesses the Internet resource (S310), the existing metadata of the Internet user and the existing metadata of the Internet resource are calculated by a predetermined formula (S320). Thereafter, the metadata of the Internet user and the metadata of the Internet resource are updated using the operation result (S330).

As exemplarily shown in FIG. 8, unlike FIG. 4 or FIG. 6, both the Internet user metadata and the Internet resource metadata are “online games” items having a weight of 1.5, a “lineage” item having a weight of 1, and 0.5. Is updated to a "computer" item with a weight of 0, a "item" item with a weight of 0.4 and a "movie" item with a weight of 0.1. In the example of FIG. 8, the Internet resource metadata and the Internet user metadata are calculated and updated using the same formula, but different formulas may be used.

Meanwhile, FIG. 9 is a flowchart illustrating a method for generating and modifying metadata for an Internet resource and an Internet user according to a fourth embodiment of the present invention, and FIG. 10 is a fourth example embodiment of the present invention shown in FIG. 9. This is a reference diagram to explain.

Referring to FIG. 9, when the first internet user and the second internet user interact or the first internet user accesses an internet resource related to the second internet user (S410), the existing metadata of the first internet user and the second internet user are changed. The existing metadata of the second internet user is calculated by using a predetermined formula (S420).

In this case, the interaction between the first Internet user and the second Internet user refers to a case where there is an interaction between two users, such as a conversation through an instant messenger or an e-mail, on the Internet. There is no limit. An internet resource related to an internet user means that an internet resource can be recognized as being related to a specific internet user. For example, personal information of a specific internet user and posts written by a specific internet user may be used.

Thereafter, the metadata of the first Internet user is updated using the operation result of step S420 (S430).

Referring to the example of FIG. 10, the metadata of the first Internet user has a "re-tech" item with a weight of 1, a "computer" item with a weight of 1.4, a "car" item with a weight of 1.1, and a weight of 0.2. It can be seen that the "movie" item is updated to the "ski" item with a weight of 0.1.

Meanwhile, FIG. 11 is a flowchart illustrating a method for generating and modifying metadata for an Internet resource and an Internet user according to an exemplary embodiment of the present invention, and FIG. 12 illustrates an exemplary embodiment of the present invention illustrated in FIG. This is a reference diagram to explain.

Referring to FIG. 11, when the first Internet user and the second Internet user interact with each other, or the first Internet user accesses an Internet resource related to the second Internet user (S510), the existing metadata of the first Internet user and The existing metadata of the second Internet user is calculated by using a predetermined formula (S520).

Thereafter, the metadata of the first Internet user and the metadata of the second Internet user are updated using the operation result (S430).

Referring to the example of FIG. 12, unlike FIG. 10, the metadata of the first Internet user and the metadata of the second Internet user both have a "re-tech" item having a weight of 1, a "computer" item having a weight of 1.4, and 1.1. It can be seen that the "car" item having a weight of 0, a "movie" item having a weight of 0.2, and a "ski" item having a weight of 0.1 are updated.

12 is a flowchart illustrating a method for generating and modifying metadata for an Internet resource and an Internet user according to a six embodiment of the present invention, and FIG. 13 illustrates a six embodiment of the present invention shown in FIG. This is a reference diagram to explain.

As shown in FIG. 12, first, an Internet user connects a first Internet resource by designating a relevance to a second Internet resource (S610). Thus, the existing metadata of the first Internet resource and the second Internet resource are connected. The existing metadata is calculated by using a predetermined formula (S620).

In this case, the expression of connecting refers to the relation between the first Internet resource and the second Internet resource by various methods such as designating a hyperlink or generating a link by a mechanism such as trackback. It means to set.

Thereafter, the metadata of the first Internet resource is updated using the operation result (S630).

In the example of FIG. 13, the metadata of the first Internet resource has a "re-tech" item having a weight of 1, a "computer" item having a weight of 1.4, a "car" item having a weight of 1.1, and a weight of 0.2. It can be seen that the "movie" item is updated to the "ski" item with a weight of 0.1.

Meanwhile, FIG. 14 is a flowchart illustrating a method for generating and modifying metadata for an Internet resource and an Internet user according to a seven embodiment of the present invention, and FIG. 15 illustrates a seven embodiment of the present invention shown in FIG. This is a reference diagram to explain.

As shown in FIG. 14, first, as the Internet user connects the first Internet resource to the second Internet resource (S710), the existing metadata of the first Internet resource and the existing metadata of the second Internet resource are predetermined. It calculates by the formula of (S720).

Thereafter, the metadata of the first Internet resource and the metadata of the second Internet resource are updated using the operation result (S730).

In the example of FIG. 15, unlike FIG. 13, the metadata of the first Internet resource and the metadata of the second Internet resource are each a “re-tech” item having a weight of 1, a “computer” item having a weight of 1.4, and 1.1. It can be seen that the "car" item having a weight of 0, a "movie" item having a weight of 0.2, and a "ski" item having a weight of 0.1 are updated.

While the present invention has been described with reference to several embodiments, the present invention is not limited to these embodiments and is not to be construed, and various modifications can be made without departing from the technical spirit described in the claims.

1 is a reference diagram illustratively illustrating the concept of metadata;

2 is a reference diagram for explaining a process of modifying metadata as an Internet user accesses an Internet resource,

3 is a flowchart illustrating a method for generating and modifying metadata for an internet resource and an internet user according to an embodiment of the present invention;

4 is a reference diagram for illustratively describing an embodiment of the present invention shown in FIG. 3;

5 is a flowchart illustrating a method for generating and modifying metadata for an internet resource and an internet user according to this embodiment of the present invention;

FIG. 6 is a reference diagram illustratively illustrating this embodiment of the present invention shown in FIG. 5;

7 is a flowchart illustrating a method for generating and modifying metadata for an internet resource and an internet user according to an embodiment of the present invention;

FIG. 8 is a reference diagram for illustratively describing three embodiments of the present invention illustrated in FIG. 7;

9 is a flowchart illustrating a method for generating and modifying metadata for an internet resource and an internet user according to an embodiment of the present invention;

FIG. 10 is a reference diagram for illustratively describing four embodiments of the present invention illustrated in FIG. 9;

11 is a flowchart illustrating a method for generating and modifying metadata for an internet resource and an internet user according to an exemplary embodiment of the present invention;

12 is a reference diagram for illustratively illustrating a fifth embodiment of the present invention shown in FIG. 11;

13 is a flowchart illustrating a method for generating and modifying metadata for an internet resource and an internet user according to a sixth embodiment of the present invention;

14 is a reference diagram for exemplarily illustrating six embodiments of the present invention shown in FIG. 13;

15 is a flowchart illustrating a method for generating and modifying metadata for an internet resource and an internet user according to an embodiment of the present invention;

FIG. 16 is a reference diagram for explaining a seven embodiment of the present invention illustrated in FIG. 15.

<Explanation of symbols for the main parts of the drawings>

100: metadata

110: item 120: weight

Claims (28)

delete delete delete delete delete delete delete delete delete delete delete delete delete delete delete delete delete delete delete delete As the internet user connects the first internet resource to the second internet resource, the server calculating the existing metadata of the first internet resource and the existing metadata of the second internet resource by a predetermined formula; And And updating, by the server, metadata of the first internet resource using the operation result. And the internet resource is content accessible through an internet network. The method of claim 21, And the metadata has one or more items. The method of claim 22, And each item of the metadata has a weight, respectively. The method of claim 23, The predetermined formula is for deriving a new weight of metadata items of the first internet resource by using the weight of the existing metadata items of the first internet resource and the existing metadata items of the second internet resource as an operand. Characterized by the method of generating and transforming metadata for Internet resources and Internet users. As the internet user connects the first internet resource to the second internet resource, the server calculating the existing metadata of the first internet resource and the existing metadata of the second internet resource by a predetermined formula; And And updating, by the server, metadata of the first internet resource and metadata of the second internet resource using the operation result. And the internet resource is content accessible through an internet network. The method of claim 25, And the metadata has one or more items. The method of claim 26, And each item of the metadata has a weight, respectively. 28. The method of claim 27, The predetermined formula may be configured to determine the metadata items of the first Internet resource and the second Internet resource by using the weights of the existing metadata items of the first Internet resource and the existing metadata items of the second Internet resource as operands. A method for generating and modifying metadata for internet resources and internet users, which is intended to derive new weights of metadata items.

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