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CN-122021878-A - Target paragraph replacement learning system based on sliding reading behavior driving

CN122021878ACN 122021878 ACN122021878 ACN 122021878ACN-122021878-A

Abstract

The invention discloses a target paragraph replacement learning system based on sliding reading behavior driving, and relates to the technical field of language migration training and user interaction modeling. The system identifies the structure of the alternative paragraph by collecting the behavior signals of sliding, pause, review and the like of a user in the reading process of the native language long text, generates a strategy matrix based on word length, semantic weight and structure position, and calls the alternative engine to implant and render and display the paragraph level of the target language content. The system provides various alternative display modes such as highlight shade, alignment display, rollback control and the like, and builds an alternative density map to realize closed loop optimization of an alternative path. The system has high immersion, low cognitive burden and strong expansibility, and is suitable for paragraph-level alternative language training tasks of natural language, dialects and future language structures.

Inventors

  • FENG DONGPO

Assignees

  • 梦科达(香港)科技有限公司

Dates

Publication Date
20260512
Application Date
20251230

Claims (10)

  1. 1. A target paragraph replacement system based on a sliding reading action driver, comprising: the paragraph structure identification module is used for dividing paragraphs of the native language text and determining paragraph level replacement units; The user behavior acquisition module is used for acquiring behavior information such as sliding, pause and review of a user in the reading process; The replacement strategy generation module is used for determining a multidimensional strategy matrix of the target language paragraph based on the paragraph level replacement unit and the user behavior information; the replacement execution and rendering module is used for executing replacement display of the target language paragraphs in the user interface according to the multi-dimensional strategy matrix; The replacement rhythm control module is used for controlling the trigger time and the propulsion rhythm of the replacement of the target speech passage according to the behavior state of the user; the user feedback analysis module is used for adjusting the replacement strategy of the subsequent paragraph based on the interactive feedback of the user on the replaced paragraph; The system forms a paragraph-level target language replacement closed-loop control mechanism driven based on the reading behavior of the user.
  2. 2. The system of claim 1, wherein the target language substitution is performed with a natural segment or a logical segment as a minimum substitution unit.
  3. 3. The system of claim 1, wherein the user behavior comprises at least one of a sliding speed, a dwell time, a review operation.
  4. 4. The system of claim 1, wherein the multi-dimensional policy matrix of the target paragraph is determined based on paragraph structure features in combination with user behavior information.
  5. 5. The system of claim 1, wherein the replacement cadence control includes delaying, pausing, or advancing a replacement operation based on a current reading status of a user.
  6. 6. The system of claim 1, wherein the system adjusts the replacement policy for a subsequent paragraph based on the user's review or skip behavior for the replaced paragraph.
  7. 7. The system of claim 1, wherein the target speech passage is presented in at least one of a highlighting, a masking, or a contrasting display.
  8. 8. The system of claim 1, wherein the system is adapted for paragraph level substitution training in natural language, dialect, or construction language.
  9. 9. The system of claim 1, wherein the replacement execution process supports dynamic pushing, rewinding or pausing based on user behavior and displays replacement status in real time in an interface.
  10. 10. A target paragraph replacement method based on sliding reading behavior driving, comprising: collecting sliding, pause or review behavior information of a user in a native language text reading process; based on the behavior information and the text paragraph structure, determining a multidimensional strategy matrix of the target language paragraph; according to the multidimensional strategy matrix, performing target language replacement display on the corresponding paragraph in a reading interface; And adjusting the replacement rhythm of the subsequent paragraph according to the subsequent reading behavior of the user.

Description

Target paragraph replacement learning system based on sliding reading behavior driving Technical Field The invention relates to the field of artificial intelligence, in particular to a target paragraph replacement learning system driven based on sliding reading behaviors. Background Traditional language learning systems rely on single sentence translation, lexical memory or structural contrast training. These approaches often deviate from the true context, especially in long text reading, the semantic continuity and emotional immersion experience cannot be maintained, resulting in fragmented learning experience and a large cognitive burden. Meanwhile, existing replacement systems pay more attention to word level mapping, and lack intelligent control over paragraph level replacement paths. In the prior art, a language implantation learning system which takes a sliding action of a user as a trigger basis, performs replacement decisions in paragraph units and self-adjusts rhythm based on feedback is not yet seen. In view of the above problems, no effective solution has been proposed at present. Disclosure of Invention The invention aims to provide a method for controlling the rhythm and the proportion of a target language substitution paragraph by taking a sliding behavior of a user as a core trigger mechanism and judging the receiving state of the user through reading the rhythm. The system automatically identifies proper paragraph level anchor points in the native language long text, replaces the anchor points with target language contents according to a replacement strategy matrix, and finally realizes natural semantic migration training of paragraph granularity. The system supports the cooperative work with other perception modules (such as eye movement tracking and voice response modules) and is used for expanding more behavior input dimensions in the future to realize cross-mode alternate rhythm regulation and control. The system can also be combined with a generated language model to generate target language paragraphs in real time and dynamically implant the target language paragraphs so as to realize higher-level self-adaptive language migration training. The sliding reading behavior is the interaction behavior of the most natural, continuous and least conscious intervention in the digital reading scene, and can reflect the understanding rhythm and the cognitive load change of the user more truly. The system follows the minimum intervention principle, and gradually realizes the osmotic implantation and the migration learning of the target language content on the premise of not interrupting the original reading consciousness flow of the user. The system provides a functional path which comprises the steps of 1) collecting behavior signals of sliding, pause, review and the like of a user, 2) evaluating replaceability and understanding cost according to a paragraph structure, 3) generating a target language replacement decision by using a strategy matrix, 4) rendering highlight/mask/mixed presentation effects, 5) supporting autonomous advancing/retreating replacement rhythms of the user, 6) updating a replacement track map and replacement density feedback in real time, 7) carrying out dynamic advancing, retreating and pausing mechanisms in a replacement executing process, and 8) visualizing real-time display of replacement states through an interface. Drawings The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this specification, illustrate embodiments of the application and together with the description serve to explain the application and do not constitute a limitation on the application. In the drawings: FIG. 1 is an overall architecture diagram of a target paragraph replacement system driven based on sliding reading behavior in accordance with an embodiment of the present invention; FIG. 2 is an alternative paragraph identification and replacement scheduling flow diagram according to an embodiment of the invention; FIG. 3 is an alternative user sliding behavior acquisition and cadence determination diagram in accordance with an embodiment of the invention; FIG. 4 is a schematic diagram of an alternative paragraph rendering and shading mechanism according to an embodiment of the present invention; FIG. 5 is an alternative user feedback and alternative density map analysis flow chart in accordance with an embodiment of the present invention; FIG. 6 is a flow chart of a target paragraph replacement method based on a sliding reading behavior driver according to an embodiment of the present invention; Fig. 7 shows a schematic diagram of a computer device suitable for use in implementing embodiments of the present disclosure. Detailed Description In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly