CN105225563A - A kind of learning data recommend method, device and Wearable facility for study - Google Patents

A kind of learning data recommend method, device and Wearable facility for study Download PDF

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Publication number
CN105225563A
CN105225563A CN201510741264.7A CN201510741264A CN105225563A CN 105225563 A CN105225563 A CN 105225563A CN 201510741264 A CN201510741264 A CN 201510741264A CN 105225563 A CN105225563 A CN 105225563A
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China
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described
test
test result
corresponding
image information
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CN201510741264.7A
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Chinese (zh)
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CN105225563B (en
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梁金宝
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广东小天才科技有限公司
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    • GPHYSICS
    • G09EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09BEDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B7/00Electrically-operated teaching apparatus or devices working with questions and answers
    • G09B7/02Electrically-operated teaching apparatus or devices working with questions and answers of the type wherein the student is expected to construct an answer to the question which is presented or wherein the machine gives an answer to the question presented by a student

Abstract

The invention provides a kind of learning data recommend method, comprising: in user test process, obtained the image information comprising test data by Wearable facility for study; The described image information comprising test data is resolved, obtains the test result that described test data is corresponding, or the knowledge point information of test result and correspondence; According to described test result, select corresponding knowledge point information recommendation to user.The present invention can when user tests the information of automatic acquisition test data, improve the convenience gathering user test data, and automatically can obtain corresponding recommending data, improve the formation efficiency of recommending data.

Description

A kind of learning data recommend method, device and Wearable facility for study

Technical field

The invention belongs to facility for study field, particularly relate to a kind of learning data recommend method, device and Wearable facility for study.

Background technology

Personnel are obtained in new knowledge, as student obtains in knowledge process, hearing out the teaching of teacher, or after having learnt the content in study course, in order to consolidate or verify the effect of study, detect the problem that may run in study, the exercise usually needing study personnel to complete for knowledge point is tested, according to test result, teacher or knowledge acquisition personnel oneself understand targetedly for the knowledge point of makeing mistakes and learn.

At present for the processing mode of test result, generally carry out artificial analysis by the test data such as homework book, training book, examination paper of teacher to student, the weakness knowledge point finding out student further learns or tests, thus student is comprehensively grasped knowledge point.

Owing to needing the various test datas of teacher to student to analyze in prior art, or obtain the test result of user again by test platform, need student to repeat test, operation comparatively bothers, and the efficiency of generating recommendations result is lower.

Summary of the invention

The object of the present invention is to provide a kind of learning data recommend method and device, during to solve prior art acquisition user test result, operation comparatively bothers, and the problem that the efficiency of generating recommendations result is lower.

First aspect, embodiments provide a kind of learning data recommend method, described method comprises:

In user test process, obtained the image information comprising test data by Wearable facility for study;

The described image information comprising test data is resolved, obtains the test result that described test data is corresponding, or the knowledge point information of test result and correspondence;

According to described test result, select corresponding knowledge point information recommendation to user.

In conjunction with first aspect, may in implementation in the first of first aspect, described the described image information comprising test data to be resolved, obtain the test result that described test data is corresponding, or test result and corresponding knowledge point information Step comprise:

Resolve described image information, obtain exercise question Word message corresponding in described image information and answer information;

Searched in the exam pool preset by the exercise question Word message of resolving, obtain the test sample mated with the exercise question Word message of resolving and inscribe;

The answer that test sample is inscribed is compared with the answer information of parsing, obtains test result.

May implementation in conjunction with the first of first aspect or first aspect, in the second possibility implementation of first aspect, described the described image information comprising test data to be resolved, obtain the test result that described test data is corresponding, or the knowledge point information Step of test result and correspondence specifically comprises:

Received the image information comprising test data of Wearable facility for study transmission by server, obtain test result corresponding to described test data by character recognition method, or the knowledge point information of test result and correspondence.

Described according to described test result, select corresponding knowledge point information recommendation to comprise to user steps:

If test result is the answer exercise question of user error, then by server by the knowledge point information recommendation corresponding to the exercise question of user error to terminal corresponding to described Wearable facility for study.

In conjunction with first aspect, in the third possibility implementation of first aspect, described Wearable facility for study is worn by the mode of ring, button or bracelet.

Second aspect, embodiments provide a kind of learning data recommendation apparatus, described device comprises:

Image information acquisition unit, in user test process, obtains the image information comprising test data by Wearable facility for study;

Image information resolution unit, for resolving the described image information comprising test data, obtains the test result that described test data is corresponding, or the knowledge point information of test result and correspondence;

Selection unit, for according to described test result, selects corresponding knowledge point information recommendation to user.

In conjunction with second aspect, in the first possibility implementation of second aspect, described image information resolution unit comprises:

Subelement resolved in word, for resolving described image information, obtains exercise question Word message corresponding in described image information and answer information;

Coupling subelement, searches in the exam pool preset for the exercise question Word message by resolving, and obtains the test sample mated with the exercise question Word message of resolving and inscribes;

Relatively subelement, compares with the answer information of parsing for the answer of being inscribed by test sample, obtains test result.

May implementation in conjunction with the first of second aspect or second aspect, may in implementation at the second of second aspect, described image information resolution unit specifically for:

Received the image information comprising test data of Wearable facility for study transmission by server, obtain test result corresponding to described test data by character recognition method, or the knowledge point information of test result and correspondence.

Described selection unit specifically for:

If test result is the answer exercise question of user error, then by server by the knowledge point information recommendation corresponding to the exercise question of user error to terminal corresponding to described Wearable facility for study.

In conjunction with second aspect, in the third possibility implementation of second aspect, described Wearable facility for study is worn by the mode of ring, button or bracelet.

The third aspect, embodiments provides a kind of Wearable facility for study, and described Wearable facility for study comprises camera, network communication module, wherein:

Described camera is used in user test process, and obtain the image information comprising test data, described test data comprises topic information and answer information;

Described network communication module is sent to server for the image information receiving the acquisition of described camera, to make image information described in server parses, obtain the test result that described test data is corresponding, or test result and corresponding knowledge point information, and make server according to described test result, select corresponding knowledge point information recommendation to user.

In conjunction with the third aspect, in the first possibility implementation of the third aspect, described Wearable facility for study is worn by the mode of ring, button or bracelet.

In the present invention, when user is in test process, by being obtained the image information comprising test data by Wearable facility for study, obtaining knowledge point corresponding to test data and test result by resolving described image information, selecting corresponding knowledge point information recommendation to user according to test result.The present invention can when user tests the information of automatic acquisition test data, improve the convenience gathering user test data, and automatically can obtain corresponding recommending data, improve the formation efficiency of recommending data.

Accompanying drawing explanation

Fig. 1 is the realization flow figure of the learning data recommend method that first embodiment of the invention provides;

Fig. 2 is the realization flow figure of the learning data recommend method that second embodiment of the invention provides;

Fig. 3 is the structural representation of the recommendation apparatus of the learning data that third embodiment of the invention provides.

Embodiment

In order to make object of the present invention, technical scheme and advantage clearly understand, below in conjunction with drawings and Examples, the present invention is further elaborated.Should be appreciated that specific embodiment described herein only in order to explain the present invention, be not intended to limit the present invention.

The fundamental purpose of the embodiment of the present invention is to provide a kind of recommend method of learning data, device and Wearable facility for study, learning data is carried out to solve in prior art, during recommendation particularly for the learning data of the weak item of user, teacher is needed to spend a large amount of time and efforts to search mistake topic and conclude, or need user to repeat exercise question test at platform, the energy that cost repeats, is unfavorable for the problem improving the efficiency that learning data is recommended.Below in conjunction with accompanying drawing, learning data recommend method of the present invention is illustrated.

Embodiment one:

Fig. 1 shows the realization flow of the learning data recommend method that first embodiment of the invention provides, and details are as follows:

In step S101, in user test process, obtained the image information comprising test data by Wearable facility for study.

Concrete, the user test process described in the embodiment of the present invention, can comprise the process of user in answers such as the operation completed, exercise process, examination process.

Described Wearable facility for study, can be arranged on finger as finger ring, or be arranged in wrist as bracelet, or is arranged on clothes as pendant part, is such as arranged on clothing as the mode of button first-class.

Described Wearable facility for study, can comprise camera, can photograph by camera the test data that active user completes, and comprises the answer that the exercise question of exercise and user fill in for exercise question.

Described Wearable facility for study is to the acquisition of image information comprising test data, and the mode can taking a photo after user completes one page obtains the content of described test data.Also the temporal information that acquisition user that can be real-time spends when completing in test process and completing exercise question.The benefit that Real-time Collection user completes the time that exercise question spends is, the time that counting user spends on different exercise question can be facilitated, can add up like this and obtain the familiarity information of user to exercise question, also can recommend accordingly to generate corresponding learning data according to different familiarity.

Described acquisition user completes in test process the time completing exercise question cost, Wearable facility for study can be aimed at the exercise question of user current answer, by adding up the time stopped at this exercise question, thus obtains the time that user spends when completing this exercise question.

When user starts answer, the switch arranged by pressing Wearable facility for study, thus start the camera of Wearable facility for study, or also comprise the corresponding component being carried out by image transmitting or processing.

In step s 102, the described image information comprising test data is resolved, obtains the test result that described test data is corresponding, or the knowledge point information of test result and correspondence.

Described the described image information comprising test data to be resolved, obtain the test result that described test data is corresponding, or test result and corresponding knowledge point information Step specifically can comprise:

Resolve described image information, obtain exercise question Word message corresponding in described image information and answer information;

Searched in the exam pool preset by the exercise question Word message of resolving, obtain the test sample mated with the exercise question Word message of resolving and inscribe;

The answer that test sample is inscribed is compared with the answer information of parsing, obtains test result.

Wherein, the result of solving a problem of a large amount of exercise questions and correspondence is stored in described default exam pool.

The parsing of described image information, can pass through character recognition method, such as existing OCR recognizer is extracted the Word message in image, certainly, the figure that exercise question is comprised or other fail identify symbol, also can save as recognition result by the mode of figure.

When the data after resolving comprise figure, can be searched in the exam pool preset by the word of having resolved, if when the match is successful, the information that the match is successful can be sent, be improved the accuracy rate of coupling by the confirmation instruction receiving user further.

When the data after resolving can not match corresponding exercise question in the exam pool preset, then can add as test sample topic in this topic to exam pool by reminding user, and add the answer (generally being completed by teacher or other support personnel) corresponding to this topic.

The answer that test sample is inscribed compared with the answer of parsing, when both are consistent, represent this topic of answer that the user of current test is correct, when both are inconsistent, what represent the user error of current test has replied this topic.

When test result is this topic of answer that user is correct, the knowledge point obtaining this topic correspondence can not be needed, when test result is this topic of answer of user error, then obtain the knowledge point of this topic correspondence further.Thus avoid the acquisition to knowledge point corresponding to all exercise questions.

The knowledge point that described acquisition exercise question is corresponding, the corresponding relation of knowledge point and exercise question is prestored by database, or the corresponding relation of stored knowledge point and key word, obtains by resolving the knowledge point that exercise question searches correspondence automatically, or automatically searches corresponding knowledge point by key word.

In step s 103, according to described test result, select corresponding knowledge point information recommendation to user.

Described test result, comprises exercise question that user correctly replies and the exercise question that user correctly replies.For the correct exercise question replied, can not need to carry out statistical study to it, certainly, if when recording the time replied, also can carry out analyzing and corresponding data recommendation to the correct exercise question replied, the exercise question that such as spended time is longer, then set higher recommendation rank and recommend etc.

For the exercise question that user error replies, then need to search knowledge point corresponding to described exercise question, comprise other relevant exercise question or knowledge explaining information etc., recommend to user.

The embodiment of the present invention, by being obtained the image information comprising test data by Wearable facility for study, obtains knowledge point corresponding to test data and test result by resolving described image information, selects corresponding knowledge point information recommendation to user according to test result.The present invention can when user tests the information of automatic acquisition test data, improve the convenience gathering user test data, and automatically can obtain corresponding recommending data, improve the formation efficiency of recommending data.

Embodiment two:

The learning data that Fig. 2 shows second embodiment of the invention to be provided recommends the realization flow of method, and details are as follows:

In step s 201, in user test process, obtained the image information comprising test data by Wearable facility for study.

In step S202, received the image information comprising test data of Wearable facility for study transmission by server, obtain test result corresponding to described test data by character recognition method, or the knowledge point information of test result and correspondence.

In step S203, if test result is the answer exercise question of user error, then by server by the knowledge point information recommendation corresponding to the exercise question of user error to terminal corresponding to described Wearable facility for study.

With embodiment one unlike, to the dissection process of image information that Wearable facility for study obtains in the embodiment of the present invention, be completed by server, and after server parses process, recommending data be sent to the terminal that described Wearable facility for study is corresponding.

The corresponding relation of described Wearable facility for study and terminal, by arranging the account information of Wearable facility for study, or the equipment identification information of Wearable facility for study and terminal binding, terminal is by the account information of input correspondence, or terminal identification information, can view the data of corresponding recommendation.

Described Wearable facility for study communicates with server, can be linked into network by the mode of WIFI, or also by the mode of other radio communication, can be sent to server as by mobile communications network.Or can also comprise for wired mode is connected to server.

Described terminal can be panel computer, computing machine or other can the smart machine of connected networks.Directly show the knowledge point information of recommendation by described terminal, or printed the knowledge point information of recommending by printing device.

The embodiment of the present invention recommends to be optimized to learning data further on the basis of embodiment one, by the mode of server parses process, so that by Wearable facility for study light-duty design more, and exam pool can be stored by server is unified, make problem data more comprehensive.

Embodiment three:

Fig. 3 shows the structural representation of the learning data recommendation apparatus that third embodiment of the invention provides, and details are as follows:

Learning data recommendation apparatus described in the embodiment of the present invention, comprising:

Image information acquisition unit 301, in user test process, obtains the image information comprising test data by Wearable facility for study;

Image information resolution unit 302, for resolving the described image information comprising test data, obtains the test result that described test data is corresponding, or the knowledge point information of test result and correspondence;

Selection unit 303, for according to described test result, selects corresponding knowledge point information recommendation to user.

Preferably, described image information resolution unit comprises:

Subelement resolved in word, for resolving described image information, obtains exercise question Word message corresponding in described image information and answer information;

Coupling subelement, searches in the exam pool preset for the exercise question Word message by resolving, and obtains the test sample mated with the exercise question Word message of resolving and inscribes;

Relatively subelement, compares with the answer information of parsing for the answer of being inscribed by test sample, obtains test result.

Preferably, described image information resolution unit specifically for:

Received the image information comprising test data of Wearable facility for study transmission by server, obtain test result corresponding to described test data by character recognition method, or the knowledge point information of test result and correspondence.

Described selection unit specifically for:

If test result is the answer exercise question of user error, then by server by the knowledge point information recommendation corresponding to the exercise question of user error to terminal corresponding to described Wearable facility for study.

Preferably, described Wearable facility for study is worn by the mode of ring, button or bracelet.

Learning data recommendation apparatus described in the embodiment of the present invention is corresponding with learning data recommend method described in embodiment one and two, does not repeat at this.

In addition, the embodiment of the present invention additionally provides a kind of Wearable facility for study, and described Wearable facility for study comprises camera, network communication module, wherein:

Described camera is used in user test process, and obtain the image information comprising test data, described test data comprises topic information and answer information;

Described network communication module is sent to server for the image information receiving the acquisition of described camera, to make image information described in server parses, obtain the test result that described test data is corresponding, or test result and corresponding knowledge point information, and make server according to described test result, select corresponding knowledge point information recommendation to user.

Preferred embodiment, described Wearable facility for study is worn by the mode of ring, button or bracelet.

In several embodiment provided by the present invention, should be understood that, disclosed apparatus and method, can realize by another way.Such as, device embodiment described above is only schematic, such as, the division of described unit, be only a kind of logic function to divide, actual can have other dividing mode when realizing, such as multiple unit or assembly can in conjunction with or another system can be integrated into, or some features can be ignored, or do not perform.Another point, shown or discussed coupling each other or direct-coupling or communication connection can be by some interfaces, and the indirect coupling of device or unit or communication connection can be electrical, machinery or other form.

The described unit illustrated as separating component or can may not be and physically separates, and the parts as unit display can be or may not be physical location, namely can be positioned at a place, or also can be distributed in multiple network element.Some or all of unit wherein can be selected according to the actual needs to realize the object of the present embodiment scheme.

In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, also can be that the independent physics of unit exists, also can two or more unit in a unit integrated.Above-mentioned integrated unit both can adopt the form of hardware to realize, and the form of SFU software functional unit also can be adopted to realize.

If described integrated unit using the form of SFU software functional unit realize and as independently production marketing or use time, can be stored in a computer read/write memory medium.Based on such understanding, the part that technical scheme of the present invention contributes to prior art in essence in other words or all or part of of this technical scheme can embody with the form of software product, this computer software product is stored in a storage medium, comprising some instructions in order to make a computer equipment (can be personal computer, server, or the network equipment etc.) perform all or part of of method described in each embodiment of the present invention.And aforesaid storage medium comprises: USB flash disk, portable hard drive, ROM (read-only memory) (ROM, Read-OnlyMemory), random access memory (RAM, RandomAccessMemory), magnetic disc or CD etc. various can be program code stored medium.

The foregoing is only preferred embodiment of the present invention, not in order to limit the present invention, all any amendments done within the spirit and principles in the present invention, equivalent replacement and improvement etc., all should be included within protection scope of the present invention.

Claims (10)

1. a learning data recommend method, is characterized in that, described method comprises:
In user test process, obtained the image information comprising test data by Wearable facility for study;
The described image information comprising test data is resolved, obtains the test result that described test data is corresponding, or the knowledge point information of test result and correspondence;
According to described test result, select corresponding knowledge point information recommendation to user.
2. method according to claim 1, is characterized in that, describedly resolves the described image information comprising test data, obtains the test result that described test data is corresponding, or test result and corresponding knowledge point information Step comprise:
Resolve described image information, obtain exercise question Word message corresponding in described image information and answer information;
Searched in the exam pool preset by the exercise question Word message of resolving, obtain the test sample mated with the exercise question Word message of resolving and inscribe;
The answer that test sample is inscribed is compared with the answer information of parsing, obtains test result.
3. method according to claim 1 or 2, is characterized in that, describedly resolves the described image information comprising test data, obtains the test result that described test data is corresponding, or test result and corresponding knowledge point information Step specifically comprise:
Received the image information comprising test data of Wearable facility for study transmission by server, obtain test result corresponding to described test data by character recognition method, or the knowledge point information of test result and correspondence.
Described according to described test result, select corresponding knowledge point information recommendation to comprise to user steps:
If test result is the answer exercise question of user error, then by server by the knowledge point information recommendation corresponding to the exercise question of user error to terminal corresponding to described Wearable facility for study.
4. method according to claim 1, it is characterized in that, described Wearable facility for study is worn by the mode of ring, button or bracelet.
5. a learning data recommendation apparatus, is characterized in that, described device comprises:
Image information acquisition unit, in user test process, obtains the image information comprising test data by Wearable facility for study;
Image information resolution unit, for resolving the described image information comprising test data, obtains the test result that described test data is corresponding, or the knowledge point information of test result and correspondence;
Selection unit, for according to described test result, selects corresponding knowledge point information recommendation to user.
6. device according to claim 5, it is characterized in that, described image information resolution unit comprises:
Subelement resolved in word, for resolving described image information, obtains exercise question Word message corresponding in described image information and answer information;
Coupling subelement, searches in the exam pool preset for the exercise question Word message by resolving, and obtains the test sample mated with the exercise question Word message of resolving and inscribes;
Relatively subelement, compares with the answer information of parsing for the answer of being inscribed by test sample, obtains test result.
7. device according to claim 5 or 6, is characterized in that, described image information resolution unit specifically for:
Received the image information comprising test data of Wearable facility for study transmission by server, obtain test result corresponding to described test data by character recognition method, or the knowledge point information of test result and correspondence.
Described selection unit specifically for:
If test result is the answer exercise question of user error, then by server by the knowledge point information recommendation corresponding to the exercise question of user error to terminal corresponding to described Wearable facility for study.
8. device according to claim 5, it is characterized in that, described Wearable facility for study is worn by the mode of ring, button or bracelet.
9. a Wearable facility for study, is characterized in that, described Wearable facility for study comprises camera, network communication module, wherein:
Described camera is used in user test process, and obtain the image information comprising test data, described test data comprises topic information and answer information;
Described network communication module is sent to server for the image information receiving the acquisition of described camera, to make image information described in server parses, obtain the test result that described test data is corresponding, or test result and corresponding knowledge point information, and make server according to described test result, select corresponding knowledge point information recommendation to user.
10. equipment according to claim 9, it is characterized in that, described Wearable facility for study is worn by the mode of ring, button or bracelet.
CN201510741264.7A 2015-11-02 2015-11-02 A kind of learning data recommended method, device and wearable facility for study CN105225563B (en)

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