90 results about "Study plan" patented technology

The invention provides an intelligent learning plan generation method and device based on a large model, and belongs to the technical field of educational informatization. Identifying entities and key terms; constructing a course knowledge graph; carrying out matching calculation with courses through mixed retrieval on the basis of a course knowledge graph and key information features, and carrying out dual-channel collaborative multi-channel retrieval in combination with vector similarity and keyword matching; the multi-target course arrangement information is optimized based on a genetic algorithm, course arrangement is carried out in combination with a time planner of a constraint satisfaction problem model, and a course time arrangement plan is generated; and related lecturers and students are informed of confirmed results. According to the method, the curriculums and student requirements are matched, the comprehensiveness and accuracy of curriculum retrieval are improved through weighted sorting, the curriculums meeting the learning plan requirements can be found more accurately, and the curriculum matching efficiency is improved. A better course arrangement scheme is found through global search, the resource utilization rate is improved, and a scientific and reasonable course time arrangement plan is generated.

The invention discloses a knowledge graph course teaching method and system, and the method comprises the steps: obtaining a query condition of a user side, constructing a knowledge graph based on the query condition, and uploading a teaching resource file through a teacher side based on the knowledge graph; constructing a course outline according to the teaching resource file and the knowledge graph, and arranging a teaching plan according to the course outline; generating an exclusive personalized learning path of each student by combining the learning basic information and the learning target information of the students through the teaching plan; and performing course teaching, intelligent question answering and score testing on each student according to the exclusive personalized learning path, and generating a comprehensive learning report of each student. By generating the exclusive personalized learning path of each student, the learning plan and the learning rhythm meeting the learning requirements of different students can be generated based on different learning levels of the different students, so that the learning efficiency of each student is ensured, and the practicability and the experience feeling of the students are improved.

The invention discloses a user data analysis method based on big data. The method comprises the following steps: S1, data collection: collecting student data; s2, data preprocessing: carrying out preprocessing operation on the data; s3, multi-dimensional data analysis: carrying out learning behavior analysis, score analysis and online interaction analysis by utilizing the learning data of the students; s4, personalized learning model construction: constructing a personalized learning model according to the learning modes, learning difficulties and weak links of the students; the learning data and the analysis result of the students are fed back to the teacher in time, the personalized learning model provides personalized teaching suggestions for the teacher according to the learning behaviors, scores and online interaction conditions of the students, and the teaching suggestions comprise learning plans, teaching methods and tutoring strategies for specific students. And the effectiveness of the teaching suggestions is evaluated by regularly comparing the learning data of the students with the implementation conditions of the teaching suggestions.

The invention discloses a learning accompanying system based on an AI intelligent agent, and relates to the technical field of education, the learning accompanying system comprises a knowledge point learning grid module and a learning path generation module, and the knowledge point learning grid module is connected with the learning path generation module; the knowledge point learning grid module is used for generating attribute information of knowledge points based on the basic learning information, the pre-constructed knowledge information and the correlation information, and constructing a knowledge graph corresponding to the knowledge point set based on the attribute information; mapping the knowledge graph in a knowledge point learning grid corresponding to the course data information to obtain a target knowledge point learning grid; the learning path generation module is used for generating a learning plan of the student in a target time period based on the knowledge point learning grid in the knowledge point learning grid module, and generating a learning path of the student based on the learning plan; and the knowledge point learning grid module is used for displaying the learning path generated by the learning path generation module to a student end through a knowledge point learning grid. The learning efficiency of students can be improved.

The invention relates to a multi-agent-based personalized opera action teaching assistance method and system. The method comprises the steps of inputting a student portrait into a planning agent to generate a personalized learning plan; collecting student follow-up training videos in real time, extracting to obtain a key point sequence, inputting the key point sequence into the lightweight action matching model, calculating the similarity between student follow-up training actions and standard actions in real time, and outputting an action similarity score; inputting key point data obtained after the follow-up training is finished into an execution agent to obtain opera action characteristics, performing deviation judgment and reason analysis through a large language model, generating correction suggestions, and realizing teaching assistance; and after a learning cycle is completed, inputting deviation judgment and reason analysis results into the reflection agent, carrying out statistics on a deviation trend and a skill improvement amplitude, outputting a portrait updating suggestion, updating the student portrait through an index moving average algorithm, and triggering a new round of learning planning. Compared with the prior art, the intelligent level and effectiveness of Chinese opera action teaching assistance are remarkably improved.

The system according to the embodiment aims to enable dual-income parents to keep track of their children's learning progress and efficiently support their learning. [Solution] A system according to an embodiment includes a monitoring unit, a generating unit, a planning unit, a dialogue unit, and a management unit. The monitoring unit monitors learning progress. The generating unit generates commentary based on the learning progress monitored by the monitoring unit. The planning unit presents an individual learning plan based on the commentary generated by the generating unit. The dialogue unit provides learning motivation based on the learning plan presented by the planning unit. The management unit manages a schedule based on the learning motivation provided by the dialogue unit.

To provide a system capable of providing a proper learning plan or carrier advice based on the interest or ability of a child.SOLUTION: The system includes a collection unit, an analysis unit, a proposal unit, a carrier analysis unit, a monitoring unit, a network construction unit, and a successful case sharing unit. The collection unit collects the interest and ability of the child. The analysis unit performs aptitude diagnosis based on the collected data. The proposing section proposes a learning plan based on the aptitude diagnosis result. The carrier analyzer provides carrier advice based on the learning plan. The monitoring unit monitors a learning status and progress based on the provided advice. The network construction unit constructs a professional network based on the monitored data. The successful case sharing unit shares the successful case based on a network.SELECTED DRAWING: Figure 1

The invention provides a special management method and system for an education research platform, and the method comprises the steps: checking the identity of each login person, issuing a corresponding research task and research authority, obtaining authority execution data generated when each login person executes the research task, and storing the authority execution data in a database; and constructing a research archive of each login person in combination with the corresponding research authority, constructing a research access path of the corresponding login person in the research platform according to the authority driving data, obtaining a corresponding research result of this time, and transmitting the research result to a corresponding login page for display. According to the method, the study reports of all the login personnel in different subjects are analyzed and transmitted to a platform home page to be displayed, a study plan is made for each student in the education study platform, the study effect of the students is analyzed, and the study effect of the students in the education study platform is effectively improved.

An object of a system according to an embodiment is to provide efficient license acquisition support based on the aptitude of an individual.SOLUTION: A system includes a aptitude test execution part, a learning plan creation part, and a learning state monitoring part. The aptitude test performing unit performs aptitude test. The learning plan creating section creates a learning plan based on the aptitude evaluated by the aptitude test executing section. The learning status monitoring unit monitors a learning status based on the learning plan created by the learning plan creating unit and provides feedback.SELECTED DRAWING: Figure 1

To provide a system capable of improving an overall learning level by providing a AI home teacher capable of inexpensively coping with personal needs by utilizing the Internet.SOLUTION: The method includes the following steps: a user starts an application and inputs login information; a terminal sends the login information to a server; the server acquires personal information of the user from a database; the server generates a learning plan based on a learning record and progress of the user; the server sends the generated learning plan to the terminal; the terminal presents a learning task based on the learning plan to the user; an AI tutor module supports the user in real time during learning of the user; the terminal sends learning progress data of the user to the server; the server analyzes the data and adjusts a next learning plan; and the server generates content for maintaining motivation of the user and sends the content to the terminal.SELECTED DRAWING: Figure 1

The invention relates to a graded reading recommendation method, system and device for children's English picture books and a medium, and is applied to the technical field of children's English education. Judging whether grading measurement is needed or not based on the user information; if grading test needs to be carried out, the answering situation of the user is analyzed in real time based on the test questions and question answers, user rating information is determined based on the answering situation, and the user rating information comprises user grades; acquiring a user learning demand; making a learning plan based on the user learning demand and the user rating information; and guiding the user to learn based on the learning plan and the learning progress of the user. The picture book recommendation method and device have the effect of improving picture book recommendation accuracy and user reading efficiency.

To provide a printed matter with page numbering by a reverse counting method. [Solution] A reverse counting method is used, with the total page number listed on the first page, then decreasing sequentially thereafter, with the final page being marked "1" or "0." This clearly shows the number of remaining pages, making it easier to feel a sense of accomplishment upon finishing reading. With the usual ascending numbering method, it is difficult to intuitively grasp the number of remaining pages, which can be a factor in reducing motivation to study. In addition, by using both reverse counting and regular ascending numbering, it is possible to accommodate conventional reference methods while facilitating the creation of study plans and maintaining motivation to study. Furthermore, it can be differentiated from the regular method, enhancing the originality of the teaching materials.

We provide the system. [Solution] A means for analyzing learner information received by a data processing device and generating an individualized learning plan, A means for dynamically generating test questions based on the generated learning plan, A means of monitoring learners' learning progress and providing real-time feedback, A system that includes this.

The system according to this embodiment aims to quantify employees' skills and effectively formulate career plans and learning plans. [Solution] The system according to the embodiment comprises a data collection unit, an analysis unit, a quantification unit, a career plan generation unit, and a learning plan generation unit. The data collection unit collects data on employees' skills. The analysis unit analyzes the data collected by the data collection unit. The quantification unit quantifies skills based on the data analyzed by the analysis unit. The career plan generation unit generates a career plan based on the skills quantified by the quantification unit. The learning plan generation unit generates a learning plan based on the skills quantified by the quantification unit.

A system is provided.SOLUTION: A system for monitoring a health condition of a user, comprising: means for collecting information from a health care apparatus; means for storing and analyzing the collected information; means for generating and AI a learning material based on the analyzed information; means for creating a learning plan based on the generated learning material; means for presenting a learning task to the user based on the learning plan; and means for promoting cooperative learning with other users.SELECTED DRAWING: Figure 1

The invention discloses a customized long-term education planning system based on big data. The customized long-term education planning system comprises a database, a planning module and a learning planning module, the database aggregates all cross-regional education databases; the planning module comprises a user module and a clustering calculation module; the user module sends the school rise data to the clustering calculation module, and the clustering calculation module inputs the school rise data into a database and classifies the school rise data by adopting a kmeans algorithm to classify target school rise colleges and specialties; the learning planning module comprises a user academic information module and a data analysis module, the user academic information module sends current academic data of a user to the data analysis module, and the data analysis module adopts a reinforcement learning algorithm and an lstm neural network model to plan academic data and outputs daily learning plans. The matching degree between the planning scheme and the real demand of the user is improved; intelligent automation is adopted to analyze and plan data.

The system according to the embodiment aims to provide answers to users' questions and support them in their career and study plans. [Solution] A system according to an embodiment includes a reception unit, a questioning unit, a storage unit, a support unit, and a growth unit. The reception unit receives questions from users. The questioning unit asks questions based on the questions received by the reception unit. The storage unit stores information obtained by the questioning unit. The support unit supports career and learning plans based on the information stored by the storage unit. The growth unit grows semi-permanently based on the information provided by the support unit.

Provide a system. 【Solution means】Means for tracking the progress data of learners, Means for generating a lecture video optimized based on the progress data, Means for distributing the lecture video to learners, Means for automatically generating a small test or a regular test for learners, Means for performing OCR processing on the answers of the test, Means for automatically grading the OCR-processed answers, Means for generating appropriate answers to the questions of learners, Means for providing the most suitable teaching materials and learning plans for learners, A system including.

The system according to this embodiment aims to provide a customized English learning plan that meets the individual needs of learners. [Solution] The system according to the embodiment comprises a generation unit, a practice unit, an evaluation unit, and a tracking unit. The generation unit creates a customized learning plan based on the learner's current English level, goals, and interests. The practice unit provides real-time conversation practice based on the learning plan created by the generation unit. The evaluation unit evaluates the learner's pronunciation based on the conversation practice provided by the practice unit and provides feedback on corrections and areas for improvement. The tracking unit tracks the learner's progress based on the information provided by the evaluation unit, analyzes weaknesses, and suggests learning content.

The invention discloses a learning material recommendation method and device based on an AI agent, and relates to the technical field of education, and the method comprises the steps: obtaining the historical learning data of a student and a knowledge point learning grid used by the student from a learning accompanying system; based on historical learning data of the students, determining learning ability data of the students and learning state information of the students on knowledge points in the knowledge point learning grids; determining a to-be-learned plan type of the student based on the learning ability data and the learning state information, and determining a to-be-learned knowledge point set in the knowledge point learning grid according to the to-be-learned plan type; and generating a to-be-learned path of the student in the knowledge point learning grid based on the to-be-learned knowledge point set, and determining a to-be-learned material set matched with the to-be-learned path from the learning materials to recommend the student to learn the to-be-learned knowledge point set based on the to-be-learned material set. According to the method, collaborative matching of the learning materials and the learning paths is realized, and the pertinence of learning material recommendation is improved.

The application discloses an AI intelligent agent-based learning plan generation method and device, relates to the technical field of education, and comprises the following steps: acquiring a knowledge point set corresponding to course material information of a student in a target time period from a companion learning system, determining basic learning information of knowledge points in the knowledge point set and prerequisite knowledge information and correlation information between the knowledge points; generating attribute information of the knowledge points based on the basic learning information, the prerequisite knowledge information and the correlation information, and constructing a knowledge graph corresponding to the knowledge point set based on the attribute information; mapping the knowledge graph in a knowledge point learning grid corresponding to the course material information to obtain a target knowledge point learning grid; and generating a learning plan of the student in the target time period based on the target knowledge point learning grid, and displaying the learning plan to the student in the target knowledge point learning grid in the form of a learning path. The application can guide the student to understand knowledge logic and improve learning efficiency and knowledge transfer ability.

The invention provides an automatic learning follow-up system and method, and the system comprises a student management module which is used for collecting the full-life-cycle data of a student, and constructing a student portrait of the student based on the full-life-cycle data; the learning plan making module is used for generating a personalized learning plan based on the trainee portrait, the full life cycle data and a multi-modal learning content recommendation algorithm; the learning condition analysis module is used for determining whether the trainees are abnormal or not based on the trainee portraits, the full life cycle data and the personalized learning plans; and the learning plan making module is also used for optimizing the personalized learning plan based on the abnormal data, the student portrait, the full-life-cycle data and a multi-modal learning content recommendation algorithm when the student is abnormal, so as to obtain an optimized learning plan. According to the invention, targeted formulation and progress tracking of the personalized learning plan are realized, and the passing rate of the examination is improved.

To provide a system for reducing the labor of a protector, and for effectively supporting the middle school examination of a child.SOLUTION: The system includes means for receiving necessary information input by the user and registering data, means for receiving a small test or a result of a class and analyzing data to create a user profile, means for specifying a weak point or a strong point of the user to create an individual learning plan, means for evaluating a progress status from an input learning progress and generating a recovery plan by the server, means for proposing a school of choice based on the characteristics, results, and progress of the user, and means for displaying the progress status and feedback of the user in a dashboard format.SELECTED DRAWING: Figure 1

An object of a system according to an embodiment is to efficiently advance learning in an examination study.SOLUTION: A system includes a question setting part, a digitalization part, a plan creation part, a progress management part, and an evaluation part. The question setting unit analyzes the learning progress or the degree of understanding of the user, and sets an optimum question based on the analysis. The digitizing section digitizes the plurality of reference books and makes them accessible to the user when needed. The plan creation unit creates an optimal learning plan based on the user's goal or learning progress. The progress manager manages the user's learning progress in real-time and provides feedback as needed. The evaluation unit evaluates the learning outcome of the user and determines whether to proceed to the next step.SELECTED DRAWING: Figure 1

The system according to the embodiment aims to reduce the burden on teachers and provide students with personalized learning opportunities. [Solution] A system according to an embodiment includes a suggestion unit, a creation unit, a feedback unit, a management unit, and a reporting unit. The suggestion unit proposes lesson plans. The creation unit creates individual learning plans based on the lesson plans proposed by the suggestion unit. The feedback unit provides real-time feedback based on the learning plans created by the creation unit. The management unit manages the progress of lessons based on the feedback obtained by the feedback unit. The reporting unit reports the progress of lessons managed by the management unit to parents.

We provide the system. [Solution] A means of storing the analyzed educational information in a database, A means for generating new test questions using a generation device, A means of identifying areas of weakness based on the answer information of individual learners, A means of providing a learning plan based on identified areas of weakness, A system that includes this.

Provide a system. 【Solution means】 Means for acquiring information of the worker, Means for generating a learning plan based on the information of the worker, Means for providing the generated learning plan to the worker, Means for tracking and recording the learning progress of the worker, Means for adjusting the learning plan according to the learning progress, Means for providing practical training to the worker in a virtual reality environment, Means for visualizing the progress of the training, A system including the above.

The system according to this embodiment aims to provide learning plans and emotional support tailored to the individual needs of each student. [Solution] The system according to the embodiment comprises a learning plan provision unit, a progress management unit, a community provision unit, a sponsorship unit, and a course sales unit. The learning plan provision unit provides an optimal learning plan for each individual student. The progress management unit provides feedback and progress management based on the learning plan provided by the learning plan provision unit. The community provision unit provides an online community where students and parents can interact with each other. The sponsorship unit partners with companies and educational institutions to obtain sponsorships. The course sales unit sells courses specializing in specific subjects or skills.

The application discloses an intelligent interactive listening training method, relating to the technical field of English teaching, comprising the following steps: forming a preliminary listening ability evaluation report, automatically generating a personalized learning plan, dynamically adjusting the difficulty and type of the listening training material, comparing the student's answer or repeated reading content with the standard answer, creating a variety of situational listening training, disassembling the training material into multiple information units, automatically generating an information structure diagram, giving further learning strategies for different weak links, and providing panoramic listening review. The intelligent interactive listening training method can provide customized learning paths for students by combining dynamically adaptive training content, personalized feedback and situational simulation, and can adjust the difficulty and content of the training material in real time to adapt to the individual needs of students. Through multi-dimensional student data collection and analysis, the weak links of students can be accurately identified and targeted reinforcement training can be carried out.