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KR-102964192-B1 - SYSTEM FOR PROVIDING INFORMATION OF WEBNOVEL

KR102964192B1KR 102964192 B1KR102964192 B1KR 102964192B1KR-102964192-B1

Abstract

The technology of the present invention is the result of development supported by the Gwangju AI Data Voucher Support Project of Gwangju Metropolitan City and the Artificial Intelligence Industry Convergence Business Group. The present invention relates to a web novel information provision system, comprising: a web novel information provision server including a data storage unit that collects and stores text information about a web novel; an entity name extraction unit that applies the text information of the web novel to an artificial intelligence model to extract individual unit names from the text information and classifies the extracted individual unit names into a plurality of entity name groups; and a visualization information generation unit that generates at least one of character relationship visualization information, keyword visualization information, and story visualization information of the web novel based on the individual unit names classified by the entity name groups; and a user terminal configured to communicate with the web novel information provision server and receive and output the visualization information generated by the visualization information generation unit.

Inventors

  • 유연수

Assignees

  • 주식회사 페픽

Dates

Publication Date
20260513
Application Date
20231101

Claims (7)

  1. A web novel information providing server comprising: a data storage unit for collecting and storing text information about a web novel; an entity extraction unit for applying the text information of the web novel to an artificial intelligence model to extract individual unit names from the text information and classifying the extracted individual unit names into a plurality of entity groups; and a visualization information generation unit for generating at least one of character relationship visualization information, keyword visualization information, and story visualization information of the web novel based on the individual unit names classified by entity groups; and It includes a user terminal configured to communicate with the web novel information providing server and receive and output visualization information generated by the visualization information generating unit, The above web novel information providing server is A person relationship generation unit that extracts person names based on individual unit names classified by the above entity name groups, analyzes the extracted person names, and generates relationships between person names; A keyword generation unit that generates all keywords for the entire text information of the web novel and entity keywords for each of the entity groups based on individual unit names classified by the entity groups; and A story generation unit that sets unit story segments chronologically based on individual unit names classified by the above-mentioned entity names group and generates story keywords for each unit story segment. It further includes, and the visualization information generation unit receives information generated from the person relationship generation unit, keyword generation unit, and story generation unit, and generates visualization information based on the received information, and The above story generation unit A section division unit that divides the entire section of the text information of the above web novel, from the start point to the end point, into multiple reference sections each having the same number of texts within an allowable range; A frequency change calculation unit that calculates the frequency for each of the above individual unit names according to the above reference intervals, and calculates the frequency change for each of the above individual unit names for each reference interval; A unit story section setting unit that sequentially sets a plurality of unit story sections, each including at least one of the reference sections, based on the frequency change state of each of the individual unit names for each of the reference sections; A story keyword extraction unit that calculates the frequency of each individual unit name for each unit story section set by the unit story section setting unit, and extracts individual unit names with a frequency ranking higher than or equal to a preset standard rank as story keywords for each unit story section. ...including, and the visualization information generation unit generates story visualization information based on information extracted through the story generation unit, and The above story visualization information A web novel information providing system comprising a section display area that individually displays each of the above-mentioned unit story sections, and a story keyword display area that individually displays story keywords extracted for each of the above-mentioned unit story sections in the section display area, wherein if the same story keyword is displayed in adjacent section display areas, the corresponding keyword display areas are connected to each other through a separate connection line.
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  3. In Article 1, The above-mentioned person relationship generation unit A person name extraction unit that extracts person names based on individual unit names classified by the above entity name groups; and A relationship extraction unit that extracts relationships between the aforementioned person names by analyzing text information containing person names extracted by the aforementioned person name extraction unit. ...including, and the visualization information generation unit generates person relationship visualization information based on information extracted through the person relationship generation unit, and The above character relationship visualization information A web novel information providing system comprising a character display area that individually displays character names extracted by the character name extraction unit, and a connecting line that connects the character display areas for character names with mutual relationships extracted through the relationship extraction unit, wherein the mutual relationships of the character names connected through the connecting line are displayed on the connecting line.
  4. In Paragraph 3, The above-mentioned person relationship generation unit It further includes a person information extraction unit that extracts basic information about a person name by analyzing text information containing a person name extracted by the person name extraction unit above, and The above character relationship visualization information A web novel information provision system further comprising an information display area that displays basic information about a character name extracted through the above-mentioned character information extraction unit in an area adjacent to the corresponding character display area.
  5. In Article 1, The above keyword generation unit A weight calculation unit that calculates the frequency of individual unit names classified by the above entity name groups; A whole keyword extraction unit that extracts individual unit names with a frequency ranking higher than a preset standard rank among the high-frequency rankings for the entire text information section of the web novel as the whole keywords for the entire web novel based on the frequency of individual unit names calculated through the weight calculation unit; and An entity keyword extraction unit that extracts individual unit names with a frequency ranking higher than a preset standard rank among the rankings of individual unit names for each entity group, based on the frequency of individual unit names calculated through the above-mentioned weight calculation unit, as the entity keyword for each of the above-mentioned entity groups. ...including, and the visualization information generation unit generates keyword visualization information based on information extracted through the keyword generation unit, and The above keyword visualization information A web novel information providing system comprising a keyword display area that individually displays the above-mentioned total keyword and entity-named keyword, wherein if the above-mentioned total keyword and the above-mentioned entity-named keyword are identical, only one of them is displayed in the keyword display area, and the size of the keyword display area is formed differently according to the frequency of individual unit names displayed in the area.
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  7. In Article 1, A web novel information provision system in which the above-mentioned story keyword display area is formed in a size that varies according to the frequency of the above-mentioned individual unit names displayed in the area.

Description

System for Providing Information on Web Novels The present invention relates to a web novel information provision system. More specifically, it relates to a web novel information provision system that analyzes text information about a web novel through an artificial intelligence model to visualize and provide information on character relationships, keywords, and story flow, thereby improving the speed and convenience of the web novel creation process. In the past, creative work remained the domain of professionals for a long time, but due to advancements in information and communication technology, improvements in communication performance, and changes in content consumption culture, it is gradually expanding into the realm of individuals. In addition, with the proliferation of various social network service platforms, the realm of individual creation has expanded, ushering in an era where anyone can become a content producer. The domestic web novel market is showing rapid growth, reaching 1.085 trillion won in 2022, and recently, it is expanding into various secondary creative works such as webtoons, dramas, movies, and audiobooks. Furthermore, a virtuous cycle is being established in which the popularity of the original web novels is also increasing due to the popularity of these expanded contents. Since web novels generate revenue through readers' content purchases via platform services, the serialization speed of a web novel is directly linked to the profitability of the work. Professional writers produce one web novel (approximately 5,000 characters) per day through daily serialization, with an average of around 200 episodes per work. In the case of popular works, serialization may extend to 500 or even over 1,000 episodes. For the popularity of such web novels as well as the publication speed, extensive preparation and consideration regarding the setting, entertainment value, and story are required; however, as the number of serialized chapters increases, various problems such as setting errors, story omissions, and issues with plausibility may arise. Therefore, there is an increasing demand for a system capable of providing diverse information about web novels in a concise manner to solve these problems and facilitate more convenient and rapid web novel creation. FIG. 1 is a schematic diagram illustrating a web novel information provision system according to one embodiment of the present invention. FIG. 2 is a functional block diagram illustrating the configuration of a web novel information provision system according to one embodiment of the present invention, functionally classified. FIG. 3 is a functional block diagram illustrating the configuration of an artificial intelligence model unit according to one embodiment of the present invention, functionally classified. FIG. 4 is a functional block diagram illustrating the configuration of a person relationship generation unit according to one embodiment of the present invention, functionally classified. FIG. 5 is a diagram illustrating, in an exemplary manner, person relationship visualization information generated through a visualization information generation unit according to an embodiment of the present invention. FIG. 6 is a functional block diagram illustrating the functional classification of the configuration of a keyword generation unit according to one embodiment of the present invention. FIG. 7 is a diagram illustrating keyword visualization information generated through a visualization information generation unit according to an embodiment of the present invention. FIG. 8 is a functional block diagram illustrating the functional classification of the configuration of a story generation unit according to one embodiment of the present invention. FIG. 9 is a diagram illustrating, in an exemplary manner, story visualization information generated through a visualization information generation unit according to an embodiment of the present invention. Hereinafter, specific embodiments for implementing the present invention will be described in detail with reference to the drawings. In addition, in describing the present invention, if it is determined that a detailed description of related known components or functions may obscure the essence of the invention, such detailed description is omitted. Furthermore, when it is stated that one component is 'connected,' 'supported,' 'connected,' 'supplied,' 'transmitted,' or 'contacted' with another component, it should be understood that while the connection, support, connection, supply, transmission, or contact may be direct to that other component, there may also be other components present in between. The terms used in this specification are used merely to describe specific embodiments and are not intended to limit the invention. Singular expressions include plural expressions unless the context clearly indicates otherwise. Furthermore, it should be noted in advance that expressions such as "upper s