TWI849561B - A method of qualitatively changing valuable technology for digital content presentation. - Google Patents

Abstract

A method for qualitatively changing valuable technology for digital content display, the method includes a display server receiving a digital content as an exhibit, the display server providing the exhibit to the display themes, and recording through a display interface the group interaction behavior data is sent to a user big data server. The user big data server calculates a theme display score and a total display score of the exhibit according of different community interaction behaviors, and accumulates a theme display score ranking, and further compare a qualitative change threshold, if the qualitative change threshold is met, send a qualitative change message to the user device, the display server receives a qualitative change confirmation request for the exhibit sent by the user device, and the display server will the exhibits are converted into valuable virtual assets and stored in the database.

Description

Methods for qualitatively changing valuable technologies for displaying digital content

The present invention relates to whether the interactive behavior records of digital content disclosed on various platforms have value, and in particular to a method for qualitatively changing the valuable technology of digital content display.

With the development and popularization of Internet technology, anyone can publish digital content creation on the Internet platform. The value or popularity of digital content creation basically depends on the simple addition of the number of likes and comments from users of social networking sites. However, this method cannot determine whether the digital content created is valuable due to the differences in the types of digital content published and the types of Internet platforms.

For creators or holders of digital content, there is no good way to know whether the digital works in their hands have the value of issuing virtual assets. Therefore, how to design a comprehensive method to understand whether digital content has the value of issuing virtual assets has become an important topic in this field.

In view of this, the present invention provides a method for qualitatively changing the value of digital content display technology, which uses a joint display method combined with a big data database algorithm to reflect whether the digital content has the value of issuing virtual assets.

The present invention provides a method of qualitatively changing the value of digital content display technology, which is implemented by a display system and is applicable to a user device that can log in to the display system with a user account. The display system includes a display server and a user big data server.

The present invention discloses a method for qualitatively changing the value of digital content display technology, the method comprising: the display server receives a digital content and an exhibit type selected by the user device as an exhibit, and associates the digital content with the user account and stores it in a database; the display server receives an exhibition request from the user device to participate in a plurality of exhibition themes through an exhibition theme planning/selection interface; in response to the exhibition request, the display server stores information about the exhibit participating in the exhibition themes in the database, and provides a display of the exhibit in the exhibition themes. A display interface is used to record the social interaction behavior data of the exhibit corresponding to the display themes respectively, and the display server transmits the social interaction behavior data to a user big data server; the user big data server receives the social interaction behavior data, calculates a theme display score and a total display score of the exhibit according to the display themes according to the differences in different social interaction behaviors, and accumulates a theme display score ranking, and transmits the theme display score and the theme display score ranking to the display server and stores them in the database.

The display server receives the theme display score ranking and compares it with a quality change threshold; if the theme display score ranking meets the quality change threshold, the display server sends a quality change message to the user device of the user account, and the display server receives a quality change confirmation request of the exhibit sent by the user device through an exhibit quality change interface; and, in response to the quality change confirmation request, the display server converts the exhibit into a valuable virtual asset and stores it in the database.

In the above, the valuable virtual assets include NFT or virtual assets that can be traded in blockchain wallets and any trading platform.

After the qualitative change, the valuable virtual assets can be used as virtual collections and can also be traded, exchanged, or given away on the platform.

In one embodiment, the theme display score of the exhibit is generated according to the following calculation formula: theme display score = (social interaction behavior) * (weight); social interaction behavior includes: likes, comments, sharing, tracking and browsing; weight: the weight of each social interaction behavior is evaluated according to the user big data server for social interaction behavior calculation.

The transaction unit calculates the qualitative change threshold based on the historical transaction records of the exhibit. When the theme display score and/or the total display score exceeds the qualitative change threshold, it indicates that the exhibit has a qualitatively valuable value.

In one embodiment, the formula for calculating the qualitative change threshold is: qualitative change threshold = Σ(total display score * time weight)/number of entries.

In another embodiment, the formula for calculating the qualitative change threshold is: qualitative change threshold = Σ(topic display score * time weight)/number of entries.

In another embodiment, the formula for calculating the qualitative change threshold is: qualitative change threshold = Σ(topic display score ranking * time weight)/number of entries.

In another embodiment, the qualitative change threshold is recommended based on the content with high social recognition value, and the qualitative change threshold can be set to 1%, 5%, or 10%.

When the exhibit meets the quality change threshold, the quality change price is provided to the user for reference. In one embodiment, the quality change price calculation formula is: quality change price = Σ(transaction price * time weight)/number of transactions.

Preferably, the display theme includes video streaming platforms (such as YouTube, TikTok...), social platforms (such as Facebook, Line...).

Preferably, the digital content can be imported from the URL of each digital content platform and from a cryptocurrency wallet.

Preferably, the user device includes a mobile phone, a computer, a tablet, or a handheld device.

To further understand the features and technical contents of the present invention, please refer to the following detailed description and drawings of the present invention. However, the drawings provided are only for reference and description and are not used to limit the present invention.

10: Display system

100: Display server

200: User big data server

20: User device

S200~S900: The process of qualitative change and valuable technology for digital content display

S110~S140: Process for requesting new exhibits

A10~A80: Another process of qualitatively changing the valuable technology of digital content display

[Figure 1] System block diagram of the method of qualitative change valuable technology for digital content display in one embodiment of the present invention; [Figure 2] Flow chart of the method of qualitative change valuable technology for digital content display in one embodiment of the present invention; [Figure 3] Schematic diagram of the display interface of one embodiment of the present invention; [Figure 4] Schematic diagram of the virtual asset (NFT) mark of the display interface in one embodiment of the present invention; [Figure 5] Flow chart of the request for adding new exhibits in one embodiment of the present invention; [Figure 6] Flow chart of the method of qualitative change valuable technology for digital content display in another embodiment of the present invention.

The following detailed description refers to the accompanying drawings. Whenever possible, the same figure numbers are used in the drawings and the following description to refer to the same or similar parts. Although several illustrative embodiments are described herein, modifications, adaptations, and other embodiments are possible. For example, substitutions, additions, or modifications may be made to the components and steps shown in the drawings, and the illustrative methods described herein may be modified by substituting, reordering, removing, or adding steps to the disclosed methods. Therefore, the following detailed description is not limited to the disclosed embodiments, and the proper scope of the invention is defined by the scope of the accompanying patent applications.

In this manual, "content" is a concept that refers to information or individual information elements that are realized in text, images, videos, audio files, or a combination thereof and can be displayed.

In this specification, the terms "unit", "module", "device", "terminal", "server" or "system" refer to a combination of hardware and software executed by the corresponding hardware. For example, the hardware may be a data processing device, such as a mobile device and a personal computer with a built-in central processing unit or other processor. In addition, the software executed by the hardware may refer to the executed program, object, executable file, thread and program, etc.

The present invention provides a method for qualitatively changing the valuable technology of digital content display, which is implemented by a display system 10 and is applicable to a user device 20 that can log in to the display system 10 with a user account. Please refer to Figure 1, which is a system block diagram of the method for qualitatively changing the valuable technology of digital content display according to an embodiment of the present invention. The display system 10 may include two computers, a display server 100 and a user big data server 200. The two computers can be set in different places respectively. The display server 100 and the user big data server 200 can be directly connected or connected through a network. The user device 20 can be connected to the display server 100 through a network.

Ordinary technicians in this field should have general knowledge of computer structure and computer organization, and can understand that the present invention does not limit the form of these computers and the architecture of network connection. The display server 100 and the user big data server 200 can be composed of multiple computers combined as long as they provide corresponding functions. The computer includes a processor, a memory connected to the processor module, and a server network interface. The processor can be used to execute operating systems and applications stored in the memory, including a database management system (DBMS), a web server (web server) and/or a web application server (web application server), to implement the multiple steps mentioned in the embodiments of the present invention. The present invention as a whole can be implemented through a website platform, an application program (APP) or other methods.

The exhibition server 100 is used to provide and process exhibition-related information services, for example, it may include or be connected to a database, which stores exhibition data and related information. The above exhibition data and related information may include but are not limited to the following: user data, digital content, exhibit data, exhibition team data, social interaction behavior data, social popularity, etc., transaction records.

The user big data server 200 further includes a quality change threshold calculation unit (not shown), and the user big data server 200 calculates the quality change threshold and/or quality change price of the corresponding digital content based on a historical transaction record of a virtual asset trading platform.

Among the above, the virtual asset trading platform can be but not only a non-fungible token (NFT) trading platform.

In the above, the historical transaction records can be imported from this system and/or external database.

Although not shown in FIG. 1 , the display system 10 and the user device 20 can also be connected to various social media platforms, video platforms, cryptocurrency platforms, and non-fungible token (NFT) trading platforms through the Internet, and the digital content shared by users on these platforms can be imported into the display system 10 through sharing or authorization mechanisms.

Please refer to FIG. 2, which is an embodiment of the present invention, implemented by a display system, and applicable to a user device 20 that can log in to the display system with a user account. The display system includes a display server 100 and a user big data server 200. The method includes: step S200: the display server 100 receives a digital content and an exhibit type selected by the user device 20 as an exhibit, and associates the digital content with the user account and stores it in a database; step S300: the display server 100 stores the digital content in a database through a display server 100; The theme planning/selection interface receives a request from the user device 20 to participate in a plurality of exhibition themes; Step S400: In response to the exhibition request, the exhibition server 100 stores the information of the exhibit participating in the exhibition themes in the database, and provides a display interface for displaying the exhibit in the exhibition themes, and records the social interaction behavior data of the exhibit corresponding to the exhibition themes through the display interface, and the exhibition server 100 transmits the social interaction behavior data to the user big data server 200; Step S410: The user The user big data server 200 receives the social group interaction behavior data, calculates a display score of the exhibit according to the display themes according to the differences in different social group interaction behaviors, and transmits the display score to the display server 100 and stores it in the database; step S500: the display server 100 receives the display score, obtains a quality change threshold and/or a quality change price from a quality change threshold calculation unit of the user big data server 200 according to the exhibit and/or the exhibit type; step S600: the display server 100 compares the exhibit Whether the score reaches or exceeds the qualitative change threshold; Step S700: If yes, the display server 100 transmits a qualitative change message to the user device 20 of the user account, if not, the process ends; Step S800: The display server 100 receives a qualitative change confirmation request of the exhibit sent by the user device 20 through an exhibit material change interface; and Step S900: In response to the qualitative change confirmation request, the display server 100 converts the exhibit into a valuable virtual asset (such as a non-fungible token, NFT) and stores it in the database.

Preferably, the quality change message includes the quality change price and/or a link request for an exhibition material change interface. When the user clicks on the link request for the exhibition material change interface, the exhibition server 100 is linked to open the exhibition material change interface. Please refer to FIG3.

In one embodiment, the method of the present invention further includes marking the exhibit that has completed the qualitative change with a virtual asset mark (such as NFT), and displaying the virtual asset mark (such as NFT) on the display interface of the exhibit, please refer to Figure 4.

In one embodiment, the method of the present invention further includes that the user big data server 200 calculates a potential buyer who has a high degree of interest in the exhibit based on the social interaction behavior data of the exhibit that has completed qualitative change. The potential buyer can analyze the comments of the social interaction behavior data of the exhibit based on natural language to find out those who have a willingness to buy, those who have transaction records of the exhibit type in historical transaction records, and/or users who own the exhibit type.

As mentioned above, the display server 100 sends a message to the user device 20 of the potential buyer.

As mentioned above, the exhibition server 100 sends the potential buyer to the user device 20 of the user account corresponding to the exhibit.

Preferably, the display server 100 sends a message including the quality change price.

Preferably, the display score further includes a topic display score, a total display score and a topic display score ranking.

Please refer to FIG. 5 , a method of an embodiment of the present invention: Step S110: the display server 100 receives a request for adding a new exhibit or a request for selecting an existing exhibit from the user device 20; Step S120: if it is a request for adding a new exhibit, the display server 100 allows the user device 20 to upload or import the digital content; Step S130: if it is a request for selecting an existing exhibit, the digital content stored in the corresponding user account is obtained from the database, and the user device 20 is provided with the digital content for selection.

The method of the present invention further includes step S140: the exhibition server 100 provides an exhibition editing interface, receives an exhibition description input by the user device 20 through the exhibition editing interface, stores the exhibition description in the database, and displays it on the exhibition interface of the exhibit.

In one embodiment, the method of the present invention further includes: step S210: the display server 100 receives a request for adding a display theme or a request for selecting an existing display theme from the user device 20 through the display theme planning/selection interface; step S220: if it is a request for adding a display theme, the display server 100 stores a display theme, a theme type and a theme description established by the user device 20 in the display theme planning/selection interface to the database; step S230: if it is a request for selecting an existing display theme, the user device 20 selects the display theme in the display theme planning/selection interface.

In one embodiment, the method of importing the digital content includes importing from the URL of each digital content platform and importing from a cryptocurrency wallet.

In one embodiment, the exhibit type of the digital content includes audio tracks, songs, photos, short videos, emoticons, digital paintings, game props, virtual items, etc., but is not limited to these.

In one embodiment, the theme type of the display theme includes audio files, pictures, videos, illustrations, paintings, games, objects, etc., but is not limited to these.

In one embodiment, the theme display score of the exhibit is generated according to the following calculation formula, but not limited to this: theme display score = (social interaction behavior) * (weight); social interaction behavior includes: likes, comments, sharing, tracking and browsing; weight: the weight of each social interaction behavior is evaluated according to the user big data server for social interaction behavior calculation.

For example, the social interaction behavior is evaluated by the user's big data server using AI algorithms for likes, comments, sharing, tracking, and browsing, but is not limited to this.

Preferably, the display score further accumulates the display scores of the topics and/or the historical display scores into the total display score.

In one embodiment, for example, the social interaction behavior data of an exhibit E1 exhibited by a certain user is as follows:

Social interaction behaviors: like, comment, share, follow and browse; Topic display score = (browse*weight + like*weight + share*weight + comment*weight + follow*weight); B1 topic display score = (2000*1+200*4+20*6+10*8+5*10)=3050; B2 topic display score = (1500*1+150*4+15*6+2*8+1*10)=2216; E1 display total score = 3050+2216=5266.

The transaction unit calculates the qualitative change threshold based on the historical transaction records of the exhibit. When the theme display score and/or the total display score exceeds the qualitative change threshold, it means that the exhibit has a qualitative change value. The qualitative change threshold = Σ(display score * time weight)/number of transactions.

In one embodiment, within a time period, the qualitative change threshold of the same exhibit based on the total display score is calculated using the formula: qualitative change threshold = Σ(total display score * time weight)/number of transactions; for example, a digital illustration exhibit transaction record is as follows, and the time period is set to the past 3 years:

The calculation formula for the mass change threshold is: (2.3*10 ⁷ *1+1.9*10 ⁷ *0.9+2.0*10 ⁷ *0.9+1.9*10 ⁷ *0.8)/4=1.8325*10 ⁷ .

In one embodiment, within a time period, the qualitative change threshold of the same exhibit type based on the total display score is calculated as follows: qualitative change threshold = Σ (total display score * time weight) / number of transactions; for example, a game exhibit type transaction record is as follows, and the time period is set to the past 3 years:

The calculation formula for the mass change threshold is: (2.2*10 ⁷ *1+2.1*10 ⁷ *0.9+2.0*10 ⁷ *0.9+1.9*10 ⁷ *0.8)/4=1.8525*10 ⁷ .

In one embodiment, within a time period, the qualitative change threshold of the same theme type according to the theme display score is calculated by the formula: qualitative change threshold = Σ (theme display score * time weight) / number of transactions; for example, a video theme type transaction record is as follows, and the time period is set to the past 3 years:

The calculation formula for the mass change threshold is: (2.1*10 ² *1+1.6*10 ² *0.9+1.5*10 ² *0.9+1.9*10 ² *0.8)/4=1.6025*10 ² .

In another embodiment, within a time period, the qualitative change threshold of the same theme type ranked by theme display score is calculated by the formula: qualitative change threshold = Σ (theme display score ranking * time weight) / number of transactions; for example, the transaction record of an item theme type is as follows, and the time period is set to the past 3 years:

The calculation formula of the quality change threshold is: (1*1+2*0.9+1*0.9+4*0.8)/4=1.725.

The transaction unit calculates a quality change price based on the historical transaction records of the exhibit, and provides the quality change price to the user for reference when the exhibit meets the quality change threshold.

In one embodiment, the formula for calculating the qualitative change price of the same exhibit within a time period is: qualitative change price = Σ(transaction price * time weight)/number of transactions; for example, a digital illustration exhibit transaction record is as follows, and the time period is set to the past 3 years:

The formula for calculating the price of the quality change is: (10000*1+9000*0.9+9000*0.9+8000*0.8)/4=8150.

In one embodiment, the formula for calculating the qualitative change price of the same exhibit type within a time period is: qualitative change price = Σ(transaction price * time weight)/number of transactions; for example, the transaction record of a game exhibit type is as follows, and the time period is set to the past 3 years:

The formula for calculating the price of the quality change is: (7000*1+5000*0.9+6000*0.9+8000*0.8)/4=5825.

In the above embodiments, the quality change threshold and the quality change price calculation formula can be used in combination with each other.

If the quality change threshold and/or quality change price cannot be obtained for the exhibit and/or the exhibit type, the quality change threshold and/or quality change price of the similar exhibit type shall be further used.

Referring to FIG. 6 , the present invention discloses a method for a qualitatively valuable technology for displaying digital content, the method comprising: step A10: the display server 100 receives a digital content and an exhibit type selected by the user device 20 as an exhibit, and associates the digital content with the user account and stores it in a database; step A20: the display server 100 receives a request from the user device 20 to participate in a plurality of display themes through an exhibition theme planning/selection interface; Step A30: In response to the exhibition request, the exhibition server 100 stores the information of the exhibit participating in the exhibition themes in the database, and provides a display interface for displaying the exhibit in the exhibition themes. The display interface records the social interaction behavior data of the exhibit corresponding to the exhibition themes, and the exhibition server 100 transmits the social interaction behavior data to a user big data server 200; Step A40: The user big data The server 200 receives the social interaction behavior data, calculates a display score of the exhibit according to the display themes according to the differences in different social interaction behaviors, and accumulates a theme display score ranking, and transmits the theme display score and the theme display score ranking to the display server 100 and stores them in the database; Step A50: The display server 100 receives the theme display score ranking and compares it with a quality change threshold; Step A60: If the theme display score is If the number ranking meets the quality change threshold, the display server 100 sends a quality change message to the user device 20 of the user account, otherwise, the process ends; Step A70: The display server 100 receives a quality change confirmation request of the exhibit sent by the user device 20 through an exhibit quality change interface; and Step A80: In response to the quality change confirmation request, the display server 100 converts the exhibit into a valuable virtual asset and stores it in the database.

In the above, the qualitative change threshold is recommended according to the content with high social recognition value. The qualitative change threshold can be set to a value of 1%~10%. The exhibits that meet the top 1%~10% of the theme display score ranking have qualitative change value.

In another embodiment, the present invention provides a method of qualitatively changing the value of digital content display technology, which is implemented by a display system and is applicable to a user device that can log in to the display system with a user account. The display system includes a display server and a user big data server. The method includes: the display server receives a digital content selected by the user device as an exhibit, and associates the digital content with the user account and stores it in a database; the display server provides a display interface for displaying the exhibit to the display theme, and records a social interaction behavior data of the exhibit through the display interface. The display server will The social interaction behavior data is transmitted to the user big data server; the user big data server receives the social interaction behavior data, calculates a display score of the exhibit according to the difference of different social interaction behaviors, and transmits the display score to the display server and stores it in the database; the display server receives the display score, obtains a quality change threshold from a quality change threshold calculation unit of the user big data server according to the exhibit; and the display server compares the display score with the quality change threshold, and if the display score reaches or exceeds the quality change threshold, the exhibit is converted into a valuable virtual asset and stored in the database.

The present invention is implemented as a whole through an application program (APP) as an example. The user operates the user device 20 to open the application program, and the application program displays an operation page. The user selects to add a new exhibit or select an existing exhibit to participate in the display on the operation page. If the user selects the existing item, the operation page displays a list of digital contents previously stored in the database for the user to select one as an exhibit. If the user selects the new exhibit, the operation page opens the source options for the user to select and/or fill in. The source options include user device 20 upload, URL (URL) import, and cryptocurrency wallet import. The URL can be the URL of the digital content shared by the user on the social media platform, video platform, cryptocurrency platform and NFT trading platform, and the cryptocurrency wallet can be the cryptocurrency wallet that stores the purchased NFT, such as Metamask. When importing through a cryptocurrency wallet, a third-party authorization process is required. This is common knowledge in this field and is not the focus of the present invention, so the details will not be repeated.

If the user chooses to upload from the user device 20, the digital content can be selected from the album and/or folder in the user device 20. If the user chooses to import from a URL, the operation page further requires the user to fill in the link URL of the digital content, and then the application will parse whether the URL is correct. If it is incorrect, the user is required to re-enter the URL. If the user chooses to import from a cryptocurrency wallet, the application will connect to a third-party authorization unit for the authorization process, allowing the user to enter the cryptocurrency wallet to select digital content. The digital content uploaded or imported by the user will be associated with the user account and stored in the database.

After users upload or import digital content as exhibits, the application can open the exhibit editing interface to allow users to edit and describe exhibits. Users can also skip this step and enter the exhibition team planning/selection interface to join an exhibition team and submit an exhibition request. When the application receives the exhibition request, the user's exhibits and the relevant information of the exhibition team will be stored in the database, and the application will open the exhibition interface showing the exhibits and exhibition teams.

In the exhibition team planning/selection interface, users can choose to plan a new exhibition team or choose an exhibition team of interest. When the user chooses to plan an exhibition team, the application will open the exhibition team building interface, allowing the user to build the exhibition team information and publish the exhibition team. After completion, the user can submit an exhibition request. When the user wants to select an exhibition team of interest, he can browse the currently published exhibition team related information and make a selection in the exhibition team planning/selection interface. After selecting one of the exhibition teams, the application will determine whether the user has joined this exhibition team before based on the records in the database. If the user has joined, the exhibition notice will be displayed and the user will be asked to choose whether to confirm the exhibition request. If the user has not joined, the exhibition notice will also be displayed, and the user will be asked to choose whether to agree to join this exhibition team and whether to confirm the exhibition request.

In the display interface, the user's exhibits and exhibits of other users in the display team will be displayed, providing all users of the application with social interaction behaviors such as likes, comments, sharing, tracking and browsing. The application will record the social interaction behavior data of the exhibits and the display team, and calculate the social popularity of the exhibits and the display team respectively according to the differences in different social interaction behaviors. According to the design of the application administrator, you can choose to display or not display the social popularity of the exhibits and the display team in the display interface.

Although certain exemplary embodiments and implementations have been described herein, other embodiments and modifications will be apparent from this description. Therefore, the inventive concept is not limited to such exemplary embodiments, but rather to the broader scope of the claims set forth and various obvious modifications and equivalent arrangements.

S200~S900: The process of qualitative change and valuable technology for digital content display

Claims (10)

A method of qualitatively changing the valuable technology of digital content display is implemented by a display system and is applicable to a user device that can log in to the display system with a user account. The display system includes a display server and a user big data server. The method includes: the display server receives a digital content selected by the user device as an exhibit, and associates the digital content with the user account and stores it in a database; the display server provides a display interface for displaying the exhibit to a display theme, and records social interaction behavior data of the exhibit through the display interface. The display server transmits the social interaction behavior data to the user big data server. server; the user big data server receives the social interaction behavior data, calculates a display score of the exhibit according to the difference of different social interaction behaviors, and transmits the display score to the display server and stores it in the database; the display server receives the display score, obtains a quality change threshold from a quality change threshold calculation unit of the user big data server according to the exhibit, and the quality change threshold calculation unit calculates the quality change threshold corresponding to the exhibit according to a historical transaction record; and the display server compares the display score, and if the display score reaches or exceeds the quality change threshold, the exhibit is converted into a valuable virtual asset and stored in the database. The method of qualitatively changing the value of digital content display as described in claim 1, wherein the display server further includes receiving the user device to select an exhibit type corresponding to the digital content. The method of qualitatively changing the value of digital content display as described in claim 1, wherein the display score reaches or exceeds the qualitative change threshold and further transmits a qualitative change message to the user device of the user account. The method of qualitative change valuable technology for displaying digital content as described in claim 1, the formula for calculating the qualitative change threshold includes: qualitative change threshold = Σ(display score * time weight)/number of items. In the method of the digital content display quality change technology as described in claim 1, the quality change threshold calculation unit further calculates a quality change price corresponding to the exhibit according to the historical transaction record. The method of qualitative change pricing technology for digital content display as described in claim 5, the formula for calculating the qualitative change price includes: qualitative change price = Σ(transaction price * time weight)/number of transactions. The method of qualitatively changing the valuable technology of digital content display as described in claim 1, wherein the display score includes a theme display score, a total display score, and a theme display score ranking. As described in claim 7, the method of qualitative change valuable technology for displaying digital content, the qualitative change threshold calculation formula includes: the top 1~10% of the theme display score ranking. As described in claim 1, the method of the qualitative change valuable technology of digital content display, the user big data server calculates a potential buyer who has a high degree of interest in the exhibit based on the social interaction behavior data of the exhibit that has completed the qualitative change and transmits it to the display server, and the display server further sends a message to the user device of the user account corresponding to the exhibit. In the method of qualitatively changing the value of digital content display as described in claim 9, the display server sends a message to the user device according to the user account corresponding to the potential buyer.