Problem solving method, device, medium and electronic device
By realizing audio semantic analysis and knowledge base matching in the online teaching system, students' questions are answered in a timely manner, and when it cannot be answered automatically, it solves the questions that cannot be answered in time in online teaching, and improves the problem of review questions that cannot be answered in time in online teaching. Review efficiency.
Patent Information
- Application Number
- CN202111666726.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2021-12-31
- Publication Date
- 2025-02-18
- Estimated Expiration
- 2041-12-31
AI Technical Summary
In online teaching, students cannot get timely answers to problems encountered during review, resulting in inefficient review.
By obtaining the answer requests transmitted by the client terminal, performing audio semantic analysis, extracting question keywords, and matching knowledge sets for search. When the automatic answer cannot be answered automatically, a second answer request is generated and transmitted to the Q&A teacher terminal for manual answering.
It realizes timely answering questions, reduces the workload of the Q&A teachers, and improves the review efficiency of the reviewers.
Smart Images

Figure CN114328839B_ABST
Abstract
Description
Technical Field
[0001] The present disclosure relates to the field of computer technology, and in particular to a problem-solving method, device, medium and electronic device. Background Art
[0002] With the development of computer technology, online teaching based on the Internet has begun to rise.
[0003] Online teaching is a teaching mode that uses the Internet as a communication tool between teachers and students and is mainly based on lectures. Online teaching includes online teaching and recorded teaching. Online teaching is the same as traditional teaching. Students can listen to teachers' lectures at the same time, and there are some simple exchanges between teachers and students. Recorded teaching uses the services of the Internet to store the courses recorded by teachers in advance on the server. Students can achieve the purpose of learning by watching the courses on demand at any time. The characteristic of recorded teaching is that teaching activities can be carried out 24 hours a day. Each student can determine the time, content and progress of learning according to their actual situation, and can download learning content online at any time. In online teaching, each course may have a large number of students.
[0004] Currently, there is a method for automatically generating electronic notes, which can automatically generate electronic notes for teaching content in online teaching, thereby improving the efficiency of listening to lectures.
[0005] When students review using electronic notes, they often have many questions that need to be answered. However, since each student has an uncertain review time, the teacher who answers questions cannot answer them in time. Moreover, since the teacher who answers questions faces a huge workload due to the large number of students, it is difficult for him to answer questions in the first place.
[0006] Therefore, the present disclosure provides a problem-solving method to solve one of the above technical problems. Summary of the invention
[0007] The purpose of the present disclosure is to provide a method, device, medium and electronic device for solving a problem, which can solve at least one of the technical problems mentioned above. The specific solution is as follows:
[0008] According to a specific embodiment of the present disclosure, in a first aspect, the present disclosure provides a problem-solving method, comprising:
[0009] Obtaining a first answer request transmitted by a first client terminal, wherein the first answer request at least includes a question audio;
[0010] Performing audio semantic analysis on the question audio to obtain at least two question keywords from the question audio;
[0011] Perform a matching search on the knowledge set based on the at least two question keywords to obtain a first search result;
[0012] In response to the absence of the first search result, generating a second answer request based at least on the question audio;
[0013] The second answer request is transmitted to the second client terminal, so as to obtain answer information in response to the second answer request and transmit the answer information to the first client terminal.
[0014] According to a specific embodiment of the present disclosure, in a second aspect, the present disclosure provides a question answering device, comprising:
[0015] A request acquisition unit, configured to acquire a first answer request transmitted by a first client terminal, wherein the first answer request at least includes a question audio;
[0016] An analysis unit, configured to perform audio semantic analysis on the question audio and obtain at least two question keywords from the question audio;
[0017] A search unit, configured to perform a matching search on the knowledge set based on the at least two question keywords to obtain a first search result;
[0018] A request generating unit, configured to generate a second answer request based at least on the question audio in response to the absence of the first search result;
[0019] The request transmitting unit is used to transmit the second answer request to the second client terminal, so as to obtain answer information in response to the second answer request and transmit the answer information to the first client terminal.
[0020] According to a specific implementation of the present disclosure, in a third aspect, the present disclosure provides a computer-readable storage medium having a computer program stored thereon, wherein the program, when executed by a processor, implements the problem-solving method as described in any one of the above items.
[0021] According to the specific implementation of the present disclosure, in a fourth aspect, the present disclosure provides an electronic device, comprising: one or more processors; a storage device for storing one or more programs, when the one or more programs are executed by the one or more processors, the one or more processors implement the problem solving method as described in any one of the above items.
[0022] Compared with the prior art, the above solution of the embodiment of the present disclosure has at least the following beneficial effects:
[0023] The present disclosure provides a method, device, medium and electronic device for answering questions. The server of the present disclosure automatically answers questions in a first answer request transmitted by a first client terminal. When the server cannot answer the question, a second answer request is generated and transmitted to a second client terminal used by a question-answering teacher, who then manually answers the question. This reduces the workload of the question-answering teacher, enables questions raised by reviewers to be answered in a timely manner, improves the efficiency of answering questions, and also improves the review efficiency of the reviewers. BRIEF DESCRIPTION OF THE DRAWINGS
[0024] Figure 1 A flow chart of a problem solving method according to an embodiment of the present disclosure is shown;
[0025] Figure 2 A network schematic diagram according to an embodiment of the present disclosure is shown;
[0026] Figure 3 A schematic diagram showing a secondary interface of a first client terminal used by a reviewer according to an embodiment of the present disclosure;
[0027] Figure 4 A unit block diagram of a question answering device according to an embodiment of the present disclosure is shown;
[0028] Figure 5 A schematic diagram of a connection structure of an electronic device provided according to an embodiment of the present disclosure is shown;
[0029] Description of Reference Numerals
[0030] 11-server, 12-first client terminal, 13-second client terminal;
[0031] 21-Demonstration window, 22-Text window, 23-Audio window, 24-Question window, 25-Answer window. DETAILED DESCRIPTION
[0032] In order to make the purpose, technical solutions and advantages of the present disclosure clearer, the present disclosure will be further described in detail below in conjunction with the accompanying drawings. Obviously, the described embodiments are only part of the embodiments of the present disclosure, rather than all of the embodiments. Based on the embodiments in the present disclosure, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present disclosure.
[0033] The terms used in the embodiments of the present disclosure are only for the purpose of describing specific embodiments, and are not intended to limit the present disclosure. The singular forms "a", "said" and "the" used in the embodiments of the present disclosure and the appended claims are also intended to include plural forms, unless the context clearly indicates other meanings, and "multiple" generally includes at least two.
[0034] It should be understood that the term "and / or" used in this article is only a description of the association relationship of associated objects, indicating that there can be three relationships. For example, A and / or B can represent: A exists alone, A and B exist at the same time, and B exists alone. In addition, the character " / " in this article generally indicates that the associated objects before and after are in an "or" relationship.
[0035] It should be understood that although the terms first, second, third, etc. may be used to describe in the disclosed embodiments, these descriptions should not be limited to these terms. These terms are only used to distinguish the descriptions. For example, without departing from the scope of the disclosed embodiments, the first may also be referred to as the second, and similarly, the second may also be referred to as the first.
[0036] As used herein, the words "if" and "if" may be interpreted as "at the time of" or "when" or "in response to determining" or "in response to detecting", depending on the context. Similarly, the phrases "if it is determined" or "if (stated condition or event) is detected" may be interpreted as "when it is determined" or "in response to determining" or "when detecting (stated condition or event)" or "in response to detecting (stated condition or event)", depending on the context.
[0037] It should also be noted that the term "includes", "comprising" or any other variation thereof is intended to cover non-exclusive inclusion, so that a commodity or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such commodity or device. In the absence of more restrictions, the elements defined by the sentence "comprising a ..." do not exclude the existence of other identical elements in the commodity or device including the elements.
[0038] It should be particularly noted that any symbols and / or numbers in the specification that are not marked in the accompanying drawings are not drawing marks.
[0039] The optional embodiments of the present disclosure are described in detail below with reference to the accompanying drawings.
[0040] Example 1
[0041] The embodiment provided in the present disclosure is an embodiment of a problem-solving method.
[0042] like Figure 2As shown, the network teaching system of the embodiment of the present disclosure includes: a server 11, a first client terminal 12 and a second client terminal 13. The first client terminal 12 and the second client terminal 13 are respectively connected to the server 11 for communication. The reviewer reviews through the first client terminal 12. If any questions arise during the review process, the questions are transmitted to the server 11 to seek answers. The Q&A teacher answers the questions through the second client terminal 13. For example, the reviewer logs in to the network teaching system through the first client terminal 12 and enters the main interface of the review mode; in the main interface of the review mode, the reviewer can choose to open the presentation used for review from the presentations used by many teachers when teaching, and enter the secondary interface of the review mode; Figure 3 As shown, the presentation window 21 in the upper left part of the secondary interface displays the presentation image of the presentation, and the note information automatically generated during the lecture is displayed in the lower left part of the secondary interface, wherein the text window 22 in the left half is used to display the recommended text in the note information, and the audio window 23 in the right half is used to display the audio clip in the loaded note information; in the note mode, each note information corresponds to a sentence text in the presentation image, and each sentence text includes a complete semantics; the audio clip comes from the lecture video of the lecturer, including a complete semantics, which is used to explain the sentence text in the presentation image played synchronously; a question window 24 is displayed in the upper right part of the secondary interface, and the question window 24 is used for reviewers to raise questions during the review process; an answer window 25 is displayed in the lower right part of the secondary interface, and the answer window 25 is used to display answer information.
[0043] The presentation refers to a series of static presentation images made into dynamic slides for playback, so as to make the presentation explanation smoother and more vivid, and improve the efficiency of the explanation. For example, a PowerPoint presentation, i.e. a PPT presentation.
[0044] The present disclosure embodiment is applied to the server 11. Figure 1 The embodiments of the present disclosure are described in detail.
[0045] Step S101 : obtaining a first answer request transmitted by a first client terminal 12 .
[0046] The first answer request at least includes question audio.
[0047] The first client terminal 12 is a client terminal used by a reviewer during review.
[0048] When the reviewer encounters a puzzle during the review process, the first client terminal 12 transmits a first answer request to the server 11 .
[0049] The question audio is the audio of the reviewer's question. For example, in the review mode, when the reviewer is watching the presentation document image, he or she may have questions about the image of the sentence text or the audio clip or recommended text in the note information, and then raise the questions through the question audio.
[0050] The problematic audio may be an audio clip obtained in the form of a recording, or may be audio in a recorded video.
[0051] Step S102: perform audio semantic analysis on the question audio to obtain at least two question keywords from the question audio.
[0052] At least two question keywords are obtained to enhance feature information of the question keyword combination, so as to improve the recognition of the question audio represented by the at least two question keywords. The more question keywords there are, the more distinct the semantic features of the represented question audio are.
[0053] In some specific embodiments, performing audio semantic analysis on the question audio to obtain at least two question keywords from the question audio includes the following steps:
[0054] Step S102a: input the question audio into the trained audio semantic analysis model to obtain the at least two question keywords.
[0055] The audio semantic analysis model can be obtained based on previous historical question audio, for example, the audio semantic analysis model is trained using the historical question audio as a training sample. The process of performing audio semantic analysis on the question audio according to the audio semantic analysis model is not described in detail in this embodiment, and can be implemented with reference to various implementation methods in the prior art.
[0056] Of course, other analysis methods may also be used to perform audio semantic analysis on the problematic audio, and the embodiments of the present disclosure do not limit this.
[0057] Step S103: performing a matching search on the knowledge set based on the at least two question keywords to obtain a first search result.
[0058] The knowledge set includes multiple subsets, and the subsets include mutual associations. For example, the knowledge set includes an index subset and an answer information subset; the index subset includes a mapping relationship between at least two question keywords and identification information of the answer information, wherein at least two question keywords are extracted from the question audio; the answer information subset includes a mapping relationship between identification information of the answer information and at least two answer keywords and the answer information; wherein the identification information of the answer information is a self-incrementing sequence value in the answer information subset, and at least two answer keywords are extracted from the answer information; when used, the index subset is matched and searched based on the at least two question keywords, and the search result obtained is the identification information of the answer information; then the answer information subset is searched based on the identification information of the answer information, and the search result obtained is at least two answer keywords and the answer information stored in the answer information subset.
[0059] The auto-increment sequence value of each data record is saved in the auto-increment sequence field of the answer information subset. The auto-increment sequence value in the auto-increment sequence field is a value automatically generated according to the order in which the data records are inserted into the answer information subset. The value can be generated in ascending order or in descending order.
[0060] Step S104: in response to the absence of the first search result, generating a second answer request based at least on the question audio.
[0061] In the database, the first search result does not exist, that is, the first search result is empty, indicating that there is no answer information suitable for the question audio in the server 11, that is, the server 11 cannot automatically obtain the answer information. Then, a second answer request is generated and transmitted to the second client terminal 13.
[0062] The second client terminal 13 is used by the question-answering teacher to manually answer the questions in the received second answer request.
[0063] In some specific embodiments, generating a second answer request based at least on the question audio comprises the following steps:
[0064] Step S104-1, in response to the first answer request also including the sentence text and / or note information corresponding to the question audio, generating a second answer request based on the question audio and the sentence text and / or the note information.
[0065] The image of the sentence text exists in the presentation image played by the first client terminal 12, the sentence text includes a complete semantics, and the note information is related to the sentence text.
[0066] It can be understood that the note information includes at least an audio clip and a recommended text, the audio clip is the audio of the teacher explaining the sentence text in the online teaching video, and the recommended text is the note text automatically recommended for the audio clip.
[0067] For example, if the reviewer has questions about the sentence text, recommended text and / or audio clip in the presentation image, a second answer request is generated based on the question audio and the sentence text, recommended text and / or audio clip, so that the Q&A teacher can clearly understand the context of the question audio based on the question audio and the sentence text, recommended text and / or audio clip, so that the Q&A teacher can accurately answer the question audio.
[0068] Step S105 : transmitting the second answer request to the second client terminal 13 , so as to obtain answer information in response to the second answer request, and transmitting the answer information to the first client terminal 12 .
[0069] The answer information in response to the second answer request includes: answer text, answer audio or answer video.
[0070] When the server 11 of the disclosed embodiment cannot answer the question in the first answer request transmitted by the first client terminal 12, it generates a second answer request and transmits the second answer request to the second client terminal 13 used by the Q&A teacher in a timely manner, so that the Q&A teacher manually answers the question. This reduces the workload of the Q&A teacher, enables the questions raised by the reviewer to be answered in a timely manner, improves the efficiency of Q&A, and also improves the review efficiency of the reviewer.
[0071] After performing a matching search on the knowledge set based on the at least two question keywords and obtaining a first search result, the following steps are further included:
[0072] Step S104a: in response to the existence of the first search result, obtaining answer information included in the first search result and transmitting the answer information to the first client terminal 12 .
[0073] For example, continuing with the above example, the knowledge set includes an index subset and an answer information subset; the index subset includes a mapping relationship between at least two question keywords and identification information of the answer information; the answer information subset includes a mapping relationship between identification information of the answer information and at least two answer keywords and the answer information; when used, a matching search is performed on the index subset based on the at least two question keywords, and the search result obtained is the identification information of the answer information; then the answer information subset is searched based on the identification information of the answer information, and the search result obtained is the answer information stored in the answer information subset; the answer information stored in the answer information subset includes: answer text, answer audio or answer video.
[0074] The server 11 of the disclosed embodiment automatically answers the questions in the first answer request transmitted by the first client terminal 12, thereby reducing the workload of the teacher who answers questions, enabling timely answers to the questions raised by the reviewer, improving the efficiency of answering questions, and also improving the review efficiency of the reviewer.
[0075] Furthermore, after transmitting the second answer request to the second client terminal 13 so as to obtain answer information in response to the second answer request and transmitting it to the first client terminal 12, the following steps are further included:
[0076] Step S111, determining identification information corresponding to the answer information.
[0077] In some specific embodiments, determining the identification information corresponding to the answer information includes the following steps:
[0078] Step S111 - 1 , obtaining at least two answer keywords based on the answer information.
[0079] The answer information includes: answer text, answer audio or answer video.
[0080] When the answer information is an answer text, performing text semantic analysis on the answer text to obtain at least two answer keywords;
[0081] If the answer information is an answer video, obtain the answer audio in the answer video;
[0082] When the answer information is an answer audio, audio semantic analysis is performed on the answer audio to obtain at least two answer keywords.
[0083] Step S111 - 2 : performing a matching search on the at least two answer keywords against the answer information subset of the knowledge set to obtain a second search result.
[0084] The answer information subset includes a self-incrementing sequence field.
[0085] The auto-increment sequence value of each data record is saved in the auto-increment sequence field of the answer information subset. The auto-increment sequence value in the auto-increment sequence field is a value automatically generated according to the order in which the data records are inserted into the answer information subset. The value can be generated in ascending order or in descending order.
[0086] Step S111 - 3 , in response to the absence of the second search result, save the mapping relationship between the at least two answer keywords and the answer information into the answer information subset of the knowledge set, and determine the auto-increment sequence value of the mapping relationship as the identification information.
[0087] When the mapping relationship is saved in the answer information subset of the knowledge set, the auto-increment sequence value of the mapping relationship is automatically generated according to a preset ascending or descending order.
[0088] That is, when the mapping relationship does not have the same data record in the answer information subset of the knowledge set, the mapping relationship is stored in the answer information subset of the knowledge set, and the self-increment sequence value corresponding to the mapping relationship in the answer information subset of the knowledge set is used as the identification information corresponding to the answer information.
[0089] Furthermore, the method further comprises the following steps:
[0090] Step S111 - 4 : in response to the existence of the second search result, determining that the self-incrementing sequence value included in the second search result is identification information corresponding to the answer information.
[0091] That is, when the mapping relationship has the same data record in the answer information subset of the knowledge set, the mapping relationship is not saved in the answer information subset of the knowledge set. Instead, the auto-increment sequence value of the same data record in the answer information subset of the knowledge set is obtained as identification information.
[0092] Step S112: Save the mapping relationship between the at least two question keywords and the identification information corresponding to the answer information into the index subset of the knowledge set.
[0093] The knowledge set of the specific embodiment of the present disclosure includes an index subset and an answer information subset. The index subset only includes the identification information corresponding to the at least two question keywords and the answer information, so that different question keyword combinations can apply the answer information indicated by the same identification information. This improves the flexibility of answering questions, avoids the one-to-one correspondence between keyword combinations and answer information, and reduces data redundancy.
[0094] Example 2
[0095] The present disclosure also provides an apparatus embodiment that is consistent with the above-mentioned embodiment, and is used to implement the method steps described in the above-mentioned embodiment. The explanation based on the same name meaning is the same as that of the above-mentioned embodiment, and has the same technical effect as that of the above-mentioned embodiment, and will not be repeated here.
[0096] like Figure 4 As shown, the present disclosure provides a question answering device 400, comprising:
[0097] A request acquisition unit 401 is configured to acquire a first answer request transmitted by a first client terminal, wherein the first answer request at least includes a question audio;
[0098] An analysis unit 402 is used to perform audio semantic analysis on the question audio to obtain at least two question keywords from the question audio;
[0099] A search unit 403, configured to perform a matching search on the knowledge set based on the at least two question keywords to obtain a first search result;
[0100] A request generating unit 404, configured to generate a second answer request based at least on the question audio in response to the absence of the first search result;
[0101] The request transmitting unit 405 is configured to transmit the second answer request to the second client terminal, so as to obtain answer information in response to the second answer request and transmit the answer information to the first client terminal.
[0102] Optionally, the request generating unit 404 includes:
[0103] A request generating sub-unit is used for generating a second answer request in response to the first answer request also including the sentence text and / or note information targeted by the question audio, based on the question audio and the sentence text and / or the note information, wherein the image of the sentence text exists in the presentation image played by the first client terminal, the sentence text includes a complete semantics, and the note information is related to the sentence text.
[0104] Optionally, the device further includes a storage unit:
[0105] The storage unit comprises:
[0106] an identification determination subunit, configured to transmit the second answer request to the second client terminal so as to obtain answer information in response to the second answer request, and after transmitting the answer information to the first client terminal, determine identification information corresponding to the answer information;
[0107] The first saving subunit is used to save the mapping relationship between the at least two question keywords and the identification information into the index subset of the knowledge set.
[0108] Optionally, the identification determination subunit includes:
[0109] A first obtaining subunit, configured to obtain at least two answer keywords based on the answer information;
[0110] A search subunit, configured to match the at least two answer keywords with the answer information subset of the knowledge set to obtain a second search result, wherein the answer information subset includes a self-increment sequence field;
[0111] The first determining subunit is configured to save the mapping relationship between the at least two answer keywords and the answer information into the answer information subset of the knowledge set in response to the absence of the second search result, and determine the self-incrementing sequence value of the mapping relationship as the identification information.
[0112] Optionally, the identification determination subunit further includes:
[0113] The second determining subunit is configured to, in response to the existence of the second search result, determine that the self-incrementing sequence value included in the second search result is the identification information.
[0114] Optionally, the device further includes:
[0115] The answer obtaining unit is used for performing a matching search on the knowledge set based on the at least two question keywords, and after obtaining a first search result, in response to the existence of the first search result, obtaining answer information included in the first search result and transmitting it to the first client terminal.
[0116] Optionally, the note information includes at least an audio clip and a recommended text, wherein the audio clip is the audio of the teacher explaining the sentence text in the online teaching video, and the recommended text is the note text automatically recommended for the audio clip.
[0117] The server of the disclosed embodiment automatically answers the questions in the first answer request transmitted by the first client terminal. When the server cannot answer the question, a second answer request is generated and transmitted to the second client terminal used by the Q&A teacher, who then manually answers the question. This reduces the workload of the Q&A teacher, enables the questions raised by the reviewer to be answered in a timely manner, improves the efficiency of Q&A, and also improves the review efficiency of the reviewer.
[0118] Example 3
[0119] like Figure 5 As shown, this embodiment provides an electronic device, comprising: at least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores instructions executable by the one processor, and the instructions are executed by the at least one processor so that the at least one processor can execute the method steps described in the above embodiment.
[0120] Example 4
[0121] An embodiment of the present disclosure provides a non-volatile computer storage medium, wherein the computer storage medium stores computer executable instructions, and the computer executable instructions can execute the method steps described in the above embodiment.
[0122] Example 5
[0123] Reference below Figure 5 , which shows a schematic diagram of the structure of an electronic device suitable for implementing the embodiments of the present disclosure. The terminal device in the embodiments of the present disclosure may include but is not limited to mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), etc., and fixed terminals such as digital TVs, desktop computers, etc. Figure 5 The electronic device shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present disclosure.
[0124] like Figure 5 As shown, the electronic device may include a processing device (e.g., a central processing unit, a graphics processing unit, etc.) 501, which can perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 502 or a program loaded from a storage device 508 into a random access memory (RAM) 503. In RAM 503, various programs and data required for the operation of the electronic device are also stored. The processing device 501, ROM 502, and RAM 503 are connected to each other via a bus 504. An input / output (I / O) interface 505 is also connected to the bus 504.
[0125] Typically, the following devices may be connected to the I / O interface 505: input devices 506 including, for example, a touch screen, a touch pad, a keyboard, a mouse, a camera, a microphone, an accelerometer, a gyroscope, etc.; output devices 505 including, for example, a liquid crystal display (LCD), a speaker, a vibrator, etc.; storage devices 508 including, for example, a magnetic tape, a hard disk, etc.; and communication devices 509. The communication devices 509 may allow the electronic device to communicate with other devices wirelessly or by wire to exchange data. Although Figure 5 An electronic device having various devices is shown, but it should be understood that it is not required to implement or possess all the devices shown. More or fewer devices may be implemented or possessed instead.
[0126] In particular, according to an embodiment of the present disclosure, the process described above with reference to the flowchart can be implemented as a computer software program. For example, an embodiment of the present disclosure includes a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program contains program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from the network through the communication device 509, or installed from the storage device 508, or installed from the ROM 502. When the computer program is executed by the processing device 501, the above-mentioned functions defined in the method of the embodiment of the present disclosure are executed.
[0127] It should be noted that the computer-readable medium disclosed above may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the above. In the present disclosure, a computer-readable storage medium may be any tangible medium containing or storing a program that may be used by or in combination with an instruction execution system, device or device. In the present disclosure, a computer-readable signal medium may include a data signal propagated in a baseband or as part of a carrier wave, in which a computer-readable program code is carried. This propagated data signal may take a variety of forms, including but not limited to an electromagnetic signal, an optical signal, or any suitable combination of the above. The computer readable signal medium may also be any computer readable medium other than a computer readable storage medium, which may send, propagate or transmit a program for use by or in conjunction with an instruction execution system, apparatus or device. The program code contained on the computer readable medium may be transmitted using any suitable medium, including but not limited to: wires, optical cables, RF (radio frequency), etc., or any suitable combination of the above.
[0128] The computer-readable medium may be included in the electronic device, or may exist independently without being incorporated into the electronic device.
[0129] Computer program code for performing the operations of the present disclosure may be written in one or more programming languages, or a combination thereof, including object-oriented programming languages, such as Java, Smalltalk, C++, and conventional procedural programming languages, such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a separate software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In cases involving a remote computer, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., through the Internet using an Internet service provider).
[0130] The flow chart and block diagram in the accompanying drawings illustrate the possible architecture, function and operation of the system, method and computer program product according to various embodiments of the present disclosure. In this regard, each square box in the flow chart or block diagram can represent a module, a program segment or a part of a code, and the module, the program segment or a part of the code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some implementations as replacements, the functions marked in the square box can also occur in a sequence different from that marked in the accompanying drawings. For example, two square boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each square box in the block diagram and / or flow chart, and the combination of the square boxes in the block diagram and / or flow chart can be implemented with a dedicated hardware-based system that performs the specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.
[0131] The units involved in the embodiments described in the present disclosure may be implemented by software or hardware, wherein the name of a unit does not, in some cases, limit the unit itself.
Claims
1. A problem-solving method, characterized in that: include: Obtaining a first answer request transmitted by a first client terminal, wherein the first answer request at least includes a question audio; Performing audio semantic analysis on the question audio to obtain at least two question keywords from the question audio; Perform a matching search on the knowledge set based on the at least two question keywords to obtain a first search result; In response to the absence of the first search result, generating a second answer request based at least on the question audio; transmitting the second answer request to the second client terminal, so as to obtain answer information in response to the second answer request and transmit the answer information to the first client terminal; The step of generating a second answer request based at least on the question audio comprises: In response to the first answer request also including the sentence text and / or note information targeted by the question audio, generating a second answer request based on the question audio and the sentence text and / or the note information, wherein the image of the sentence text exists in the presentation image played by the first client terminal, the sentence text includes a complete semantics, and the note information is related to the sentence text; After transmitting the second answer request to the second client terminal so as to obtain answer information in response to the second answer request and transmitting the answer information to the first client terminal, the method further includes: Determining identification information corresponding to the answer information; Saving the mapping relationship between the at least two question keywords and the identification information in an index subset of the knowledge set; The determining of identification information corresponding to the answer information includes: Obtain at least two answer keywords based on the answer information; Performing a matching search on the at least two answer keywords for the answer information subset of the knowledge set to obtain a second search result, wherein the answer information subset includes a self-incrementing sequence field; In response to the absence of the second search result, the mapping relationship between the at least two answer keywords and the answer information is saved in the answer information subset of the knowledge set, and the self-incrementing sequence value of the mapping relationship is determined as the identification information.
2. The method according to claim 1, characterized in that The method further comprises: In response to the existence of the second search result, a self-incrementing sequence value included in the second search result is determined as the identification information.
3. The method according to claim 1, characterized in that After performing a matching search on the knowledge set based on the at least two question keywords to obtain a first search result, the method further includes: In response to the existence of the first search result, answer information included in the first search result is obtained and transmitted to the first client terminal.
4. The method according to claim 1, characterized in that: The note information includes at least an audio clip and a recommended text, wherein the audio clip is the audio of a teacher explaining the sentence text in a teaching video of an online teaching, and the recommended text is a note text automatically recommended for the audio clip.
5. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, the method according to any one of claims 1 to 4 is implemented.
6. An electronic device, characterized in that: include: one or more processors; a storage device for storing one or more programs, When the one or more programs are executed by the one or more processors, the one or more processors implement the method as claimed in any one of claims 1 to 4.
Citation Information
Patent Citations
Intelligent question answering method, electronic device and storage medium
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Question answering solving method and device, equipment and storage medium
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