A scientific research project progress monitoring method and system based on teaching centralized control management

Abstract

The present application provides a method and system for monitoring the progress of scientific research projects based on teaching centralized control management. First, a first reference scientific research project record covering the target project theme in the scientific research project operation log is obtained. The significant keywords of the first reference scientific research project record are determined. The second reference scientific research project record after the content simplification operation is obtained. The target scientific research project progress monitoring strategy based on teaching centralized control management to be configured is configured through the first reference scientific research project record, the significant keywords of the first reference scientific research project record, and the second reference scientific research project record. The target scientific research project progress monitoring strategy based on teaching centralized control management is configured using the scientific research project record after content simplification, so that the target scientific research project progress monitoring strategy based on teaching centralized control management is processed to locate the target project theme after content simplification in the scientific research project record. The target scientific research project progress monitoring strategy based on teaching centralized control management can be pre-configured to improve the completeness and accuracy of the positioning of the target project theme, and then the target scientific research project progress monitoring strategy based on teaching centralized control management can be used to flexibly and accurately track and monitor the project progress.

Description

Technical Field

[0001] The present application relates to the technical field of teaching centralized control management and data monitoring and processing technology, and specifically to a scientific research project progress monitoring method and system based on teaching centralized control management. Background Art

[0002] With the continuous development of monitoring technology, monitoring technology not only includes the use of cameras to monitor physical objects, but also can monitor and process virtual data information, which can meet the processing needs of relevant data information. For example, monitoring technology can be applied to the monitoring process of the progress of scientific and technological projects based on teaching centralized control management. The monitoring of scientific and technological projects based on teaching centralized control management refers to the centralized management and monitoring of teaching-related scientific research projects. However, in actual application, the inventors found that the relevant scientific research project progress monitoring technology based on teaching centralized control management is difficult to achieve accurate configuration of the scientific research project progress monitoring strategy based on teaching centralized control management, making it difficult to flexibly and targetedly track and monitor the project progress. Summary of the Invention

[0003] In view of this, the present application provides a method and system for monitoring the progress of scientific research projects based on centralized teaching control management.

[0004] In a first aspect, a method for monitoring the progress of a scientific research project based on centralized teaching control management is provided, which is applied to a scientific research project progress monitoring system based on centralized teaching control management, and the method at least comprises:

[0005] Obtaining a first reference scientific research project record covering the target project theme from the scientific research project operation log; determining significant keywords of the first reference scientific research project record, wherein each group of significant keywords of the first reference scientific research project record includes: a distribution label and a semantic distinction label of the target project theme in the scientific research project record;

[0006] Obtain the second reference scientific research project record after the content simplification operation; configure the scientific research project progress monitoring strategy based on the teaching centralized control management for the target to be configured through the first reference scientific research project record, the significant keywords of the first reference scientific research project record, and the second reference scientific research project record; wherein, the scientific research project progress monitoring strategy based on the teaching centralized control management is used to track the project progress.

[0007] In an independently implemented embodiment, the second reference scientific research project record includes: a second positive example scientific research project record in a scientific research project operation log that covers the target project theme; the method further includes: determining significant keywords of the second positive example scientific research project record, wherein the significant keywords of each group of the second positive example scientific research project records include: a distribution label and a semantic distinction label of the target project theme in the scientific research project record;

[0008] The configuration of the research project progress monitoring strategy based on the teaching centralized control management for the target to be configured by using the first reference research project record, the significant keywords of the first reference research project record, and the second reference research project record includes:

[0009] Loading the first reference scientific research project record and the second active example scientific research project record into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured, and obtaining a first progress monitoring situation;

[0010] Determining a first expected offset of significant keywords of the first progress monitoring condition relative to a scientific research project record loaded into the target scientific research project progress monitoring strategy based on teaching centralized control management;

[0011] The scientific research project progress monitoring strategy with the target based on teaching centralized control management is variable optimized according to the first expected offset to complete the configuration of the scientific research project progress monitoring strategy with the target based on teaching centralized control management.

[0012] In an independently implemented embodiment, the obtaining of the second reference scientific research project record after the content simplification operation includes: extracting a phased scientific research project record from the first reference scientific research project record, performing a content simplification operation on the extracted scientific research project record, and using the processed scientific research project record as the second active example scientific research project record;

[0013] The first reference scientific research project record and the second positive example scientific research project record are loaded into the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management to obtain the first progress monitoring situation, including: extracting the scientific research project record to be configured from the first reference scientific research project record and the second positive example scientific research project record; loading the extracted scientific research project record to be configured into the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management to obtain the first progress monitoring situation.

[0014] In an independently implemented embodiment, the second reference scientific research project record includes: a second negative example scientific research project record in a scientific research project operation log that does not cover the target project theme; the method further includes: determining significant keywords of the second negative example scientific research project record, wherein each group of significant keywords of the second negative example scientific research project record is used to indicate that the preprocessed scientific research project record does not cover the target project theme;

[0015] The first reference scientific research project record and the second positive example scientific research project record are loaded into the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management to obtain the first progress monitoring situation, including: the first reference scientific research project record, the second positive example scientific research project record, and the second negative example scientific research project record are loaded into the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management to obtain the first progress monitoring situation.

[0016] In an independently implemented embodiment, the second active example scientific research project record includes: a scientific research project record obtained by anonymizing the scientific research project operation logs other than the target project subject in the scientific research project record.

[0017] In an independently implemented embodiment, obtaining the second reference scientific research project record after the content simplification operation includes: obtaining a third reference scientific research project record, and obtaining a scientific research project record after the content simplification operation is performed on the third reference scientific research project record according to a set content simplification instruction, as the second reference scientific research project record;

[0018] The configuration of the research project progress monitoring strategy based on the teaching centralized control management for the target to be configured by using the first reference research project record, the significant keywords of the first reference research project record, and the second reference research project record includes:

[0019] The first reference scientific research project record is loaded into the scientific research project progress monitoring strategy of the target to be configured based on the teaching centralized control management, and the distribution label and semantic distinction label of the target project theme in the first reference scientific research project record are parsed by the scientific research project progress monitoring strategy of the target based on the teaching centralized control management to obtain the second progress monitoring situation;

[0020] Determining an expected offset of the second progress monitoring condition relative to the significant keywords of the first reference scientific research project record as a second expected offset;

[0021] The third reference scientific research project record is loaded into the scientific research project progress monitoring strategy based on the teaching centralized control management of the target to be configured, and the scientific research project progress monitoring strategy based on the teaching centralized control management of the target is used to perform a content simplification operation on the third reference scientific research project record according to the set content simplification instruction to obtain a third progress monitoring situation;

[0022] determining an expected deviation of the third progress monitoring condition relative to the second reference scientific research project record as a third expected deviation;

[0023] Based on the second expected offset and the third expected offset, the variable optimization of the scientific research project progress monitoring strategy based on the teaching centralized control management of the target to be configured is performed to complete the configuration of the scientific research project progress monitoring strategy based on the teaching centralized control management of the target to be configured.

[0024] In an independently implemented embodiment, the target to be configured is based on the scientific research project progress monitoring strategy of the teaching centralized control management, including a description mining node and a scientific research project record processing node, the scientific research project record processing node including: a first sub-node for locating the target project theme of the scientific research project record, and a second sub-node for performing a content simplification operation on the scientific research project record according to the set content simplification instruction, the first sub-node and the second sub-node are associated with the description mining node;

[0025] The step of loading the first reference scientific research project record into the scientific research project progress monitoring strategy based on teaching centralized control management, and parsing the distribution labels and semantic distinction labels of the target project topics in the first reference scientific research project record by the scientific research project progress monitoring strategy based on teaching centralized control management to obtain the second progress monitoring status includes:

[0026] The first reference scientific research project record is loaded into the scientific research project progress monitoring strategy of the target to be configured based on the teaching centralized control management, the scientific research project record description of the first reference scientific research project record is mined through the description mining node, and the distribution label and semantic distinction label of the target project theme in the first reference scientific research project record are parsed according to the mined scientific research project record description through the first child node to obtain the second progress monitoring situation;

[0027] The step of loading the third reference scientific research project record into the scientific research project progress monitoring strategy based on the target teaching centralized control management to be configured, and performing a content streamlining operation on the third reference scientific research project record according to the set content streamlining instruction by the scientific research project progress monitoring strategy based on the target teaching centralized control management to obtain a third progress monitoring situation includes:

[0028] The third reference scientific research project record is loaded into the scientific research project progress monitoring strategy of the target to be configured based on the teaching centralized control management, the scientific research project record description of the third reference scientific research project record is mined through the description mining node, and the content simplification operation is performed on the third reference scientific research project record according to the set content simplification instruction based on the mined scientific research project record description through the second sub-node to obtain a third progress monitoring situation;

[0029] The step of performing variable optimization on the scientific research project progress monitoring strategy based on teaching centralized control management for the target to be configured based on the second expected offset and the third expected offset to complete the configuration of the scientific research project progress monitoring strategy based on teaching centralized control management for the target to be configured includes:

[0030] Based on the second expected offset and the third expected offset, the description mining node and the scientific research project record processing node of the target to be configured based on the teaching centralized control management scientific research project progress monitoring strategy are optimized to complete the configuration of the target to be configured based on the teaching centralized control management scientific research project progress monitoring strategy, and obtain the configured target based on the teaching centralized control management scientific research project progress monitoring strategy covering the description mining node and the first sub-node.

[0031] In an independently implemented embodiment, the first reference scientific research project record includes: the scientific research project record after content simplification operation.

[0032] In an independent implementation embodiment, the method further includes:

[0033] Obtaining fourth reference scientific research project records from the scientific research project operation log that do not cover the target project theme, and determining significant keywords of the fourth reference scientific research project records, wherein each group of significant keywords of the fourth reference scientific research project records is used to characterize that the preprocessed scientific research project records do not cover the target project theme;

[0034] The configuration of the research project progress monitoring strategy based on the teaching centralized control management for the target to be configured by using the first reference research project record, the significant keywords of the first reference research project record, and the second reference research project record includes:

[0035] The scientific research project progress monitoring strategy based on teaching centralized control management is configured through the first reference scientific research project record, the significant keywords of the first reference scientific research project record, the second reference scientific research project record, the fourth reference scientific research project record, and the significant keywords of the fourth reference scientific research project record.

[0036] In an independently implemented embodiment, the first reference scientific research project record includes: a scientific research project record obtained by anonymizing the scientific research project operation logs other than the target project subject in the scientific research project record.

[0037] In a second aspect, a scientific research project progress monitoring system based on teaching centralized control management is provided, comprising a processor and a memory communicating with each other, wherein the processor is used to read a computer program from the memory and execute it to implement the above method.

[0038] The present application provides a method and system for monitoring the progress of a scientific research project based on centralized teaching control management. The method first obtains a first reference scientific research project record covering the target project theme from the scientific research project operation log. The first reference scientific research project record's significant keywords are determined, including significant keywords for each group of the first reference scientific research project records. A second reference scientific research project record, after content simplification, is obtained. The target scientific research project progress monitoring strategy based on centralized teaching control management is then configured using the first reference scientific research project record, the significant keywords of the first reference scientific research project record, and the second reference scientific research project record. In this way, the target scientific research project progress monitoring strategy based on centralized teaching control management can be configured using the simplified scientific research project record, so that the target scientific research project progress monitoring strategy based on centralized teaching control management can be processed to locate the target project theme after content simplification in the scientific research project record. In this way, the target scientific research project progress monitoring strategy based on centralized teaching control management can be readily configured, improving the completeness and accuracy of the target project theme location. Furthermore, the target scientific research project progress monitoring strategy based on centralized teaching control management can be used to flexibly and accurately track and monitor project progress. BRIEF DESCRIPTION OF THE DRAWINGS

[0039] In order to more clearly illustrate the technical solutions of the embodiments of the present application, the following is a brief introduction to the drawings required for use in the embodiments. It should be understood that the following drawings only show certain embodiments of the present application and therefore should not be regarded as limiting the scope. For ordinary technicians in this field, other relevant drawings can be obtained based on these drawings without creative work.

[0040] Figure 1 This is a flowchart of a method for monitoring the progress of scientific research projects based on centralized teaching control management provided in an embodiment of the present application.

[0041] Figure 2 This is a block diagram of a scientific research project progress monitoring device based on teaching centralized control management provided in an embodiment of the present application.

[0042] Figure 3This is an architectural diagram of a scientific research project progress monitoring system based on centralized teaching control management provided in an embodiment of the present application. DETAILED DESCRIPTION

[0043] In order to better understand the above technical solution, the technical solution of the present application is described in detail below through the accompanying drawings and specific embodiments. It should be understood that the embodiments of the present application and the specific features in the embodiments are detailed descriptions of the technical solution of the present application, rather than limitations on the technical solution of the present application. In the absence of conflict, the embodiments of the present application and the technical features in the embodiments can be combined with each other.

[0044] See also Figure 1 , shows a method for monitoring the progress of scientific research projects based on teaching centralized control management, which may include the technical solutions described in the following steps 101-104.

[0045] Step 101: Obtain a first reference scientific research project record covering the target project theme in the scientific research project operation log.

[0046] The above-mentioned target project theme may be one of real-time collection of monitoring data, real-time feedback of monitoring status, prediction of faults and alarms, auxiliary abnormal progress detection, auxiliary project optimization, etc.

[0047] Furthermore, the scientific research project records covering the target project topics can be obtained first as reference scientific research project records for subsequent configuration of the scientific research project progress monitoring strategy based on the teaching centralized control management of the configured target. In this way, the scientific research project progress monitoring strategy based on the teaching centralized control management of the configured target can locate the target project topics in the scientific research project records.

[0048] In an independent embodiment of the present disclosure, when obtaining the first reference scientific research project record, the initial scientific research project record can be obtained by obtaining the scientific research project record collection platform to collect scientific research project records for the target project subject, or the scientific research project record covering the target project subject in the scientific research project operation log can be obtained from the disclosed monitoring method, or the scientific research project record covering the target project subject in the scientific research project operation log can be extracted from the scientific research project record exploration device, etc., which will not be elaborated in the present embodiment.

[0049] In a possible embodiment of the present disclosure, the first reference scientific research project record may include: a scientific research project record obtained by anonymizing the scientific research project operation logs other than the target project subject in the scientific research project record.

[0050] Furthermore, in the first reference scientific research project record, the scientific research project operation logs other than the target project theme can be anonymized. In this way, when the first reference scientific research project record is used to configure the target scientific research project progress monitoring strategy based on teaching centralized control management, the target scientific research project progress monitoring strategy based on teaching centralized control management can be focused on the target project theme, avoiding the disorder caused by the other scientific research project operation logs as much as possible, and improving the configuration efficiency of the target scientific research project progress monitoring strategy based on teaching centralized control management.

[0051] Step 102: Determine the significant keywords of the first reference scientific research project record.

[0052] Among them, the significant keywords of each group of first reference scientific research project records include: distribution labels and semantic distinction labels of the target project topics in the scientific research project records.

[0053] Furthermore, the semantic distinction labels of the target project topics covered in the first reference scientific research project record and the distribution labels in the scientific research project record can be determined, and the determined information can be preprocessed to obtain the significant keywords of the first reference scientific research project record.

[0054] In a possible embodiment of the present disclosure, the first reference scientific research project record may be preprocessed to obtain significant keywords of the first reference scientific research project record.

[0055] Step 103: Obtain the second reference scientific research project record after the content simplification operation.

[0056] The content streamlining operation is used to delete optimized data in the scientific research project record, which may include attribute data of the data in the scientific research project record, project category boundary division rules, etc. The content streamlining operation can be understood as mining the content data of the project theme in the scientific research project record.

[0057] In an alternative embodiment of the present disclosure, the scientific research project operation log recorded in the above-mentioned second reference scientific research project may or may not cover the target project subject, as explained below.

[0058] In one embodiment of the present disclosure, when obtaining the second reference scientific research project record, the scientific research project record with simplified content can be directly obtained from the disclosed monitoring method or the scientific research project record exploration device; or the initial scientific research project record can be first obtained, and then the initial scientific research project record can be simplified, and the scientific research project record with simplified content can be used as the second reference scientific research project record.

[0059] Step 104, using the first reference scientific research project record, the significant keywords of the first reference scientific research project record, and the second reference scientific research project record to configure the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management; wherein, the target is based on the scientific research project progress monitoring strategy of the teaching centralized control management for tracking the project progress.

[0060] Among them, the above-mentioned target to be configured is based on the scientific research project progress monitoring strategy of teaching centralized control management, which can be a robot intelligent monitoring target based on the scientific research project progress monitoring strategy of teaching centralized control management, etc. The above-mentioned target is based on the scientific research project progress monitoring strategy of teaching centralized control management, which can be obtained based on the positioning of the public target project theme.

[0061] Furthermore, the significant keywords in the first reference scientific research project record include the distribution labels and semantic distinction labels of the target project theme.

[0062] By using the first reference scientific research project record and the significant keywords of the first reference scientific research project record to configure the target scientific research project progress monitoring strategy based on teaching centralized control management, the configured target scientific research project progress monitoring strategy based on teaching centralized control management can learn to locate the target project theme in the scientific research project record; in the scientific research project record after the content streamlining operation, the scientific research project operation log lacks optimization information, and by using the second reference scientific research project record after the content streamlining operation to configure the target scientific research project progress monitoring strategy based on teaching centralized control management, the target scientific research project progress monitoring strategy based on teaching centralized control management can be processed to locate the target project theme after content streamlining in the scientific research project record. It can be seen from this that the present disclosure can configure the target scientific research project progress monitoring strategy based on teaching centralized control management, and the configured target scientific research project progress monitoring strategy based on teaching centralized control management can locate the optimized project theme in the scientific research project record, thereby improving the accuracy of the target project theme positioning.

[0063] In one embodiment of the present disclosure, the second reference scientific research project record includes: a second active example scientific research project record in the scientific research project operation log that covers the target project theme. Furthermore, the second reference scientific research project record is a scientific research project record that has undergone a content streamlining operation. Therefore, the target project theme in the second active example scientific research project record has also undergone a content streamlining operation, thereby improving the accuracy of the optimized data.

[0064] In one embodiment of the present disclosure, when obtaining the above-mentioned second positive type example scientific research project record, the scientific research project record covering the target project subject and after the content simplification operation in the scientific research project operation log can be directly obtained from the disclosed monitoring method or the scientific research project record exploration device; or the initial scientific research project record covering the target project subject in the scientific research project operation log can be first obtained, and then the initial scientific research project record can be simplified, and the scientific research project record after the content simplification operation can be used as the second positive type example scientific research project record.

[0065] In one embodiment of the present disclosure, the second active example scientific research project record includes: a scientific research project record obtained by anonymizing the scientific research project operation logs other than the target project subject in the scientific research project record.

[0066] Furthermore, in the second active example scientific research project record, the scientific research project operation logs other than the target project theme can be anonymized. In this way, when the target scientific research project progress monitoring strategy based on teaching centralized control management is configured using the second active example scientific research project record in the future, the target scientific research project progress monitoring strategy based on teaching centralized control management can be focused on the target project theme, preventing the noise caused by the other scientific research project operation logs, and improving the configuration efficiency of the target scientific research project progress monitoring strategy based on teaching centralized control management.

[0067] The aforementioned method for monitoring the progress of scientific research projects based on centralized teaching control management may further include the following step: determining significant keywords for the second-type example scientific research project records. The significant keywords for each set of second-type example scientific research project records include: a distribution label and a semantic distinction label for the target project theme in the scientific research project record.

[0068] Furthermore, the target project theme is covered in the second positive type example scientific research project record, and the distribution label and semantic distinction label of the target project theme in the second positive type example scientific research project record can be determined as the significant keywords of the second positive type example scientific research project record.

[0069] An independent scientific research project progress monitoring method based on teaching centralized control management provided by the embodiment of the present disclosure is based on the above-mentioned second reference scientific research project record. When configuring the scientific research project progress monitoring strategy based on teaching centralized control management, it can include the following steps 201-203.

[0070] Step 201: Load the first reference scientific research project record and the second active example scientific research project record into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured to obtain the first progress monitoring situation.

[0071] Furthermore, the first reference scientific research project record and the second positive example scientific research project record can be used as reference scientific research project records for configuration and loaded into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured. Since the data is optimized in the second positive example scientific research project record, but the content data of the target project theme is retained, the target scientific research project progress monitoring strategy based on teaching centralized control management can mine the content data of the reference scientific research project record, and analyze the distribution labels and semantic distinction labels of the target project theme in the reference scientific research project record based on the above content data as the first progress monitoring situation.

[0072] Step 202: Determine a first expected offset of a first progress monitoring situation relative to a significant keyword of a scientific research project record loaded into a target scientific research project progress monitoring strategy based on teaching centralized control management.

[0073] Furthermore, the first progress monitoring situation is the distribution labels and semantic distinction labels of the target project themes in the scientific research project records, which are analyzed based on the progress monitoring strategy of the scientific research project managed by the teaching centralized control system for the target to be configured. The significant keywords are the distribution labels and semantic distinction labels of the target project themes in the scientific research project records, which are used as standard data. The first expected offset (for example, loss) of the above-mentioned first progress monitoring situation relative to the significant keywords can be determined. The first expected offset can reflect the abnormality of the scientific research project progress monitoring strategy of the target to be configured based on the teaching centralized control system. In one embodiment of the present disclosure, the above-mentioned first expected offset can be determined using the set expected offset.

[0074] Step 203: Optimize the variables of the target scientific research project progress monitoring strategy based on the teaching centralized control management based on the first expected offset, and configure the target scientific research project progress monitoring strategy based on the teaching centralized control management.

[0075] Furthermore, after obtaining the first expected offset, the first expected offset can be used to perform variable optimization on the scientific research project progress monitoring strategy based on teaching centralized control management for the target to be configured, thereby realizing the configuration of the scientific research project progress monitoring strategy based on teaching centralized control management for the target.

[0076] In addition, when the first expected offset is less than the set expected offset threshold, it can be considered that the configuration of the scientific research project progress monitoring strategy based on the teaching centralized control management is completed, and the configured target is the scientific research project progress monitoring strategy based on the teaching centralized control management.

[0077] In one embodiment of the present disclosure, when obtaining the second positive type example scientific research project record after the content simplification operation, the phased scientific research project record can be extracted from the first reference scientific research project record, the extracted scientific research project record can be subjected to the content simplification operation, and the processed scientific research project record can be used as the second positive type example scientific research project record.

[0078] Furthermore, a phased scientific research project record can be extracted from the first reference scientific research project record, and then the extracted scientific research project record can be streamlined. Since the scientific research project operation log of the first reference scientific research project record covers the target project theme, the scientific research project record after the content simplification operation also covers the target project theme, so the above scientific research project record can be used as the second positive example scientific research project record.

[0079] In this way, when configuring the scientific research project progress monitoring strategy with the target based on teaching centralized control management, the scientific research project records to be configured can be extracted from the first reference scientific research project records and the second positive example scientific research project records; the extracted scientific research project records to be configured are loaded into the scientific research project progress monitoring strategy with the target based on teaching centralized control management to be configured to obtain the first progress monitoring situation.

[0080] Furthermore, a phased scientific research project record can be extracted from the first reference scientific research project record and the second positive example scientific research project record as the scientific research project record to be configured for configuration, and then the extracted scientific research project record to be configured can be loaded into the scientific research project progress monitoring strategy based on the target teaching centralized control management to be configured to obtain the first progress monitoring situation output by the scientific research project progress monitoring strategy based on the target teaching centralized control management.

[0081] In one embodiment of the present disclosure, when extracting the scientific research project records to be configured, the second positive example scientific research project records and the remaining first reference scientific research project records can be extracted as the scientific research project records to be configured.

[0082] Among them, the above-mentioned remaining first reference scientific research project records are: the scientific research project records in the first reference scientific research project records, except for the scientific research project records extracted and used for content streamlining operations to obtain the second positive example scientific research project records.

[0083] For example, assume that the first reference scientific research project record includes scientific research project records record1, record2...record99, among which record1, record2...record30 are extracted for content simplification operation, and record1, record2...record30 after the content simplification operation are used as the second active example scientific research project records, and the remaining record31...record99 in the first reference scientific research project record are used as the remaining first reference scientific research project records, and the second active example scientific research project records record1, record2,...,record30 and the first reference scientific research project record record31...record99 after the above content simplification operation are used as the scientific research project records to be configured.

[0084] In one embodiment of the present disclosure, all first reference scientific research project records and second active example scientific research project records may also be directly extracted as scientific research project records to be configured.

[0085] For example, assuming that the first reference scientific research project record includes scientific research project records record1, record2...record30, among which record1, record2...record20 are extracted for content simplification operation, and record1, record2...record20 after the content simplification operation are used as the second active example scientific research project records. Then, the second active example scientific research project records record1, record2...record20 after the above content simplification operation, and the first reference scientific research project records record1...record30, a total of 50 groups of scientific research project records, can be used as scientific research project records to be configured.

[0086] In one embodiment of the present disclosure, when configuring the scientific research project progress monitoring strategy for the target to be configured based on the teaching centralized control management, the first reference scientific research project record can be used to first configure the scientific research project progress monitoring strategy for the target to be configured based on the teaching centralized control management, and then the above-mentioned second positive example scientific research project record and the scientific research project record to be configured can be used to optimize the scientific research project progress monitoring strategy for the above-mentioned target based on the teaching centralized control management; or, the second positive example scientific research project record can be used to first configure the scientific research project progress monitoring strategy for the target to be configured based on the teaching centralized control management, and then the above-mentioned first reference scientific research project record and the scientific research project record to be configured can be used to optimize the scientific research project progress monitoring strategy for the above-mentioned target based on the teaching centralized control management; or, the scientific research project record to be configured can be used to first configure the scientific research project progress monitoring strategy for the target to be configured based on the teaching centralized control management, and then the above-mentioned first reference scientific research project record and the second positive example scientific research project record can be used to optimize the scientific research project progress monitoring strategy for the above-mentioned target based on the teaching centralized control management.

[0087] The third method for monitoring the progress of scientific research projects based on teaching centralized control management provided by the embodiment of the present disclosure includes the following steps 301-S306: S301, obtaining a first reference scientific research project record covering the target project theme in the scientific research project operation log; S302, extracting a phased scientific research project record from the first reference scientific research project record, performing a content streamlining operation on the extracted scientific research project record, and using the processed scientific research project record as a second active example scientific research project record; S303, extracting a scientific research project record to be configured from the first reference scientific research project record and the second active example scientific research project record, and determining The significant keywords of the scientific research project records to be configured; S304, loading the extracted scientific research project records to be configured into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured, and obtaining the first progress monitoring situation; S305, determining the first expected offset of the first progress monitoring situation relative to the significant keywords of the scientific research project records loaded into the target scientific research project progress monitoring strategy based on teaching centralized control management; S306, performing variable optimization on the target scientific research project progress monitoring strategy based on teaching centralized control management based on the first expected offset, and realizing the configuration of the target scientific research project progress monitoring strategy based on teaching centralized control management.

[0088] When configuring a scientific research project progress monitoring strategy with a target based on teaching centralized control management, the first reference scientific research project record and the second positive example scientific research project record are used to configure the scientific research project progress monitoring strategy with a target based on teaching centralized control management. In the above scheme, the first reference scientific research project record and the second positive example scientific research project operation log both cover the target project theme, and the second positive example scientific research project record is a scientific research project record after content streamlining. In this way, the scientific research project progress monitoring strategy with a target based on teaching centralized control management obtained after the configuration based on the first reference scientific research project record and the second positive example scientific research project record can achieve the positioning of optimized project themes in the scientific research project records, thereby improving the accuracy of the positioning of the target project theme.

[0089] In one embodiment of the present disclosure, the second reference scientific research project record may further include: a second negative example scientific research project record in the scientific research project operation log that does not cover the target project subject.

[0090] In the above case, after obtaining the second negative type example scientific research project record, the significant keywords of the second negative type example scientific research project record can also be determined.

[0091] Among them, the significant keywords of each group of second negative example scientific research project records are used to represent that the target project topic is not covered in the preprocessed scientific research project records.

[0092] Furthermore, the above-mentioned second negative example scientific research project record is: a scientific research project record after the content simplification operation, and the scientific research project operation log does not cover the target project theme. Since the scientific research project operation log of the second negative example scientific research project record does not cover the target project theme, it can be determined that the significant keywords of the second negative example scientific research project record are: information used to characterize that the target project theme is not covered in the scientific research project operation log.

[0093] In this way, when configuring the scientific research project progress monitoring strategy whose target is based on teaching centralized control management, the above-mentioned first reference scientific research project record, second positive example scientific research project record, and second negative example scientific research project record can be used to configure the scientific research project progress monitoring strategy whose target is based on teaching centralized control management. Among them, in order to obtain the first progress monitoring situation, the first reference scientific research project record, the second positive example scientific research project record, and the second negative example scientific research project record can be loaded into the scientific research project progress monitoring strategy whose target is based on teaching centralized control management to be configured to obtain the first progress monitoring situation.

[0094] Furthermore, the first reference scientific research project record, the second positive example scientific research project record, and the second negative example scientific research project record can be used as reference scientific research project records for configuration and loaded into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured. The target scientific research project progress monitoring strategy based on teaching centralized control management can analyze the above-mentioned reference scientific research project records to obtain the first progress monitoring situation. Subsequently, the first expected offset of the first progress monitoring situation relative to the significant keyword can be determined, and the first expected offset can be used to perform variable optimization on the target scientific research project progress monitoring strategy based on teaching centralized control management to achieve the configuration of the target scientific research project progress monitoring strategy based on teaching centralized control management.

[0095] In the above scheme, importing negative example scientific research project records when configuring the scientific research project progress monitoring strategy based on teaching centralized control management will help speed up the performance of the scientific research project progress monitoring strategy based on teaching centralized control management and improve the configuration efficiency of the scientific research project progress monitoring strategy based on teaching centralized control management.

[0096] In one embodiment of the present disclosure, when obtaining the second reference scientific research project record in step 103, it can be obtained through the following steps: obtaining the third reference scientific research project record, and obtaining the scientific research project record after the content simplification operation is performed on the third reference scientific research project record according to the set content simplification instructions, as the second reference scientific research project record.

[0097] Among them, the scientific research project operation log recorded in the above-mentioned third reference scientific research project may include the target project theme, or may not include the target project theme.

[0098] Furthermore, the initial research project records collected by the research project record collection platform can be directly obtained as the third reference research project record, or the research project records can be obtained from a public monitoring method or a research project record exploration device as the third reference research project record. After obtaining the third reference research project record, the third reference research project record can be streamlined and the streamlined research project record can be used as the second reference research project record.

[0099] In addition, scientific research project records and scientific research project records after content simplification operations on the above scientific research project records can also be directly obtained from public monitoring methods or scientific research project record exploration equipment, so that the above scientific research project records and scientific research project records after content simplification operations can be directly used as the third reference scientific research project records and the second reference scientific research project records respectively.

[0100] The fourth method for monitoring the progress of scientific research projects based on centralized teaching control management provided by the embodiment of the present disclosure, based on the above-mentioned third reference scientific research project records and second reference scientific research project records, can include the following steps 401-405 when configuring the target scientific research project progress monitoring strategy based on centralized teaching control management.

[0101] Step 401: Load the first reference scientific research project record into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured, and use the target scientific research project progress monitoring strategy based on teaching centralized control management to parse the distribution labels and semantic distinction labels of the target project topics in the first reference scientific research project record to obtain the second progress monitoring situation.

[0102] Furthermore, the first reference scientific research project record can be loaded into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured. The target scientific research project progress monitoring strategy based on teaching centralized control management can locate the target project theme in the first reference scientific research project record, and timely detect the semantic distinction label of the target project theme and the distribution label in the scientific research project record, output the detection result, and thus obtain the second progress monitoring situation.

[0103] In one embodiment of the present disclosure, the first reference scientific research project record may carry a first reference standard, and the above-mentioned first reference standard indicates that the scientific research project record is a scientific research project record for which the target project theme is to be located. In this way, after obtaining the loaded scientific research project record, the scientific research project progress monitoring strategy based on the teaching centralized control management can locate whether the scientific research project record carries the first reference standard. If so, the target project theme is located for the scientific research project record, and the result of the target project theme location is output.

[0104] Step 402: Determine an expected offset of the significant keywords of the second progress monitoring situation relative to the first reference scientific research project record as a second expected offset.

[0105] Furthermore, the second expected offset of the second progress monitoring situation relative to the significant keywords of the loaded scientific research project record can be determined. The second expected offset can reflect the abnormality of the target project theme positioning based on the scientific research project progress monitoring strategy of the target to be configured based on the teaching centralized control management.

[0106] Step 403: Load the third reference scientific research project record into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured, and use the target scientific research project progress monitoring strategy based on teaching centralized control management to perform content simplification operations on the third reference scientific research project record according to the set content simplification instructions to obtain the third progress monitoring situation.

[0107] Furthermore, the third reference scientific research project record can be loaded into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured. The target scientific research project progress monitoring strategy based on teaching centralized control management can perform content simplification operations on the third reference scientific research project record according to the set content simplification instructions, and output the scientific research project record with simplified content as the third progress monitoring situation.

[0108] In one embodiment of the present disclosure, the third reference scientific research project record may carry a second reference standard, and the second reference standard indicates that the scientific research project record is a scientific research project record to be subjected to a content simplification operation. In this way, after obtaining the loaded scientific research project record, the scientific research project progress monitoring strategy based on the teaching centralized control management can locate whether the scientific research project record carries the second reference standard. If so, the scientific research project record is subjected to a content simplification operation according to the set content simplification instructions, and the result after content simplification is output.

[0109] Step 404: Determine an expected offset of the third progress monitoring condition relative to the second reference scientific research project record as a third expected offset.

[0110] Furthermore, the second reference scientific research project record is: the scientific research project record obtained by directly performing a content simplification operation on the third reference scientific research project record according to the set content simplification instructions, which can be understood as: the second reference scientific research project record is the significant keyword of the third reference scientific research project record. The third progress monitoring situation is: the scientific research project record obtained by performing a content simplification operation on the third reference scientific research project record according to the above-set content simplification instructions by the scientific research project progress monitoring strategy based on the teaching centralized control management to be configured. The third expected offset of the third progress monitoring situation relative to the second reference scientific research project record can be determined. The third expected offset can reflect the abnormality of the content simplification operation performed by the scientific research project progress monitoring strategy based on the teaching centralized control management according to the set content simplification instructions, that is, the optimized expected offset removed by the above-mentioned target scientific research project progress monitoring strategy based on the teaching centralized control management. Since the content simplification operation can be understood as mining the content data of the scientific research project record, the above-mentioned third expected offset can also be understood as: the abnormality of the content data of the project theme in the scientific research project record mined by the scientific research project progress monitoring strategy based on the teaching centralized control management.

[0111] Step 405 , based on the second expected offset and the third expected offset, the variables of the scientific research project progress monitoring strategy based on the teaching centralized control management for the target to be configured are optimized to achieve the configuration of the scientific research project progress monitoring strategy based on the teaching centralized control management for the target to be configured.

[0112] Furthermore, the second expected offset can reflect the abnormality of the target project theme positioning of the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management, and the third expected offset can reflect the abnormality of the content data of the project theme in the scientific research project record mined by the target scientific research project progress monitoring strategy based on the teaching centralized control management. Based on the above second expected offset and third expected offset, the variable optimization of the target scientific research project progress monitoring strategy based on the teaching centralized control management to be configured can enable the optimized target scientific research project progress monitoring strategy based on the teaching centralized control management to mine the content data of the project theme in the scientific research project record, and parse the distribution labels and semantic distinction labels of the target project theme based on the above content data, thereby completely configuring the target scientific research project progress monitoring strategy based on the teaching centralized control management.

[0113] In one embodiment of the present disclosure, the quantitative values ​​of the second expected offset and the third expected offset can be determined as the target expected offset, and then the target scientific research project progress monitoring strategy based on teaching centralized control management can be variable optimized based on the above target expected offset.

[0114] The quantized value may be calculated using arithmetic mean, weighted mean, or the like.

[0115] The disclosed embodiments provide a scientific research project progress monitoring strategy with a target based on centralized teaching control management. The scientific research project progress monitoring strategy with a target based on centralized teaching control management to be configured may include a description mining node and a scientific research project record processing node. The scientific research project record processing node includes: a first subnode for locating the target project theme of the scientific research project record; a second subnode for performing a content simplification operation on the scientific research project record according to a set content simplification instruction; and the first and second subnodes are associated with a description mining node.

[0116] In this way, the scientific research project records can be loaded into the description mining node of the target scientific research project progress monitoring strategy based on teaching centralized control management. The description mining node can mine the scientific research project record description of the scientific research project record, and load the mined scientific research project record description to the first child node or the second child node; after receiving the scientific research project record description, the first child node can locate the target project theme in the scientific research project record according to the above scientific research project record description, and parse to obtain the distribution label and semantic distinction label of the target project theme; after receiving the scientific research project record description, the second child node can perform content simplification operations on the scientific research project record according to the set content simplification instructions according to the above scientific research project record description to obtain the scientific research project record after content simplification.

[0117] Based on the relevant content of the above-mentioned target scientific research project progress monitoring strategy based on teaching centralized control management, in one embodiment of the present disclosure, when obtaining the second progress monitoring situation in the above-mentioned step 401, the first reference scientific research project record can be loaded into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured, and the description mining node is used to mine the scientific research project record description of the first reference scientific research project record, and the first child node is used to parse the distribution label and semantic distinction label of the target project theme in the first reference scientific research project record according to the mined scientific research project record description to obtain the second progress monitoring situation.

[0118] Furthermore, the first reference scientific research project record can be loaded into the description mining node of the target scientific research project progress monitoring strategy based on teaching centralized control management, and the description mining node can be used to mine the scientific research project record description of the first reference scientific research project record, and the mined scientific research project record description can be loaded into the first child node; the first child node can locate the target project theme in the scientific research project record according to the above scientific research project record description, parse to obtain the distribution label and semantic distinction label of the target project theme, and obtain the second progress monitoring situation.

[0119] Correspondingly, when obtaining the third progress monitoring situation in the above step 403, the third reference scientific research project record can be loaded into the target to be configured scientific research project progress monitoring strategy based on teaching centralized control management, and the description mining node can be used to mine the scientific research project record description of the third reference scientific research project record, and the second sub-node can be used to perform content simplification operations on the third reference scientific research project record according to the set content simplification instructions based on the mined scientific research project record description to obtain the third progress monitoring situation.

[0120] Furthermore, the third reference scientific research project record can be loaded into the description mining node of the target scientific research project progress monitoring strategy based on teaching centralized control management, and the description mining node can be used to mine the scientific research project record description of the third reference scientific research project record, and the mined scientific research project record description can be loaded into the second sub-node; the second sub-node can perform content simplification operations on the scientific research project record according to the set content simplification instructions based on the above-mentioned scientific research project record description, and obtain the scientific research project record after content simplification as the third progress monitoring situation.

[0121] On the basis of the above-mentioned target scientific research project progress monitoring strategy based on teaching centralized control management, the description mining node and the scientific research project record processing node of the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured can be optimized based on the second expected offset and the third expected offset to realize the configuration of the target scientific research project progress monitoring strategy based on teaching centralized control management, and obtain the configured target scientific research project progress monitoring strategy based on teaching centralized control management covering the description mining node and the first sub-node.

[0122] Furthermore, by utilizing the second expected offset and the third expected offset, the description mining node of the target scientific research project progress monitoring strategy based on teaching centralized control management can be optimized, so that the description mining node after variable optimization can mine the content data of the project theme in the scientific research project record, and then the first sub-node tests the semantic distinction label and distribution label of the target project theme in the scientific research project record based on the mined content data.

[0123] The fifth method for monitoring the progress of scientific research projects based on centralized teaching control management provided by the embodiment of the present disclosure may include the following steps 601 to 608.

[0124] Step 601: Obtain a first reference scientific research project record covering the target project theme in the scientific research project operation log.

[0125] Step 602: Obtain a third reference scientific research project record, and obtain a scientific research project record after content simplification is performed on the third reference scientific research project record according to the set content simplification instruction, as a second reference scientific research project record.

[0126] Step 603: Load the first reference scientific research project record into the target to be configured scientific research project progress monitoring strategy based on teaching centralized control management, use the description mining node to mine the scientific research project record description of the first reference scientific research project record, and use the first child node to parse the distribution label and semantic distinction label of the target project theme in the first reference scientific research project record according to the mined scientific research project record description to obtain the second progress monitoring situation.

[0127] Step 604: Determine an expected offset of the significant keywords of the second progress monitoring situation relative to the first reference scientific research project record as a second expected offset.

[0128] Step 605: Load the third reference scientific research project record into the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management, use the description mining node to mine the scientific research project record description of the third reference scientific research project record, and use the second sub-node to perform content simplification operations on the third reference scientific research project record according to the mined scientific research project record description and the set content simplification instructions to obtain the third progress monitoring situation.

[0129] Step 606: Determine an expected offset of the third progress monitoring condition relative to the second reference scientific research project record as a third expected offset.

[0130] Step 607: Determine mathematical statistics of the second expected offset and the third expected offset as the target expected offset.

[0131] Step 608, based on the target expectation offset, the description mining node and the scientific research project record processing node of the target to be configured are optimized to realize the configuration of the scientific research project progress monitoring strategy based on the teaching centralized control management, and obtain the configured target scientific research project progress monitoring strategy based on the teaching centralized control management covering the description mining node and the first sub-node.

[0132] In one embodiment of the present disclosure, the above-mentioned first reference scientific research project record may include: the scientific research project record after the content simplification operation. Furthermore, the first reference scientific research project record may cover a part of the scientific research project record after the content simplification operation. Since the scientific research project operation log of the first reference scientific research project record covers the target project theme, the first reference scientific research project record may cover a part of the scientific research project record that covers the target project theme and has been subjected to the content simplification operation. This can improve the accuracy of the first reference scientific research project record, and when the first reference scientific research project record is subsequently used to configure the target scientific research project progress monitoring strategy based on the teaching centralized control management, the readability of the configured target scientific research project progress monitoring strategy based on the teaching centralized control management can be improved.

[0133] In an alternative embodiment of the present disclosure, a fourth reference scientific research project record that does not cover the target project theme may be obtained from the scientific research project operation log, and significant keywords of the fourth reference scientific research project record may be determined. The significant keywords of each group of fourth reference scientific research project records are used to indicate that the preprocessed scientific research project record does not cover the target project theme.

[0134] Furthermore, the above-mentioned fourth reference scientific research project record can be a scientific research project record after the content streamlining operation, or it can be a scientific research project record without the content streamlining operation. The scientific research project operation log of the fourth reference scientific research project record does not cover the target project theme. The fourth reference scientific research project record can be understood as: a negative example scientific research project record used to configure the target scientific research project progress monitoring strategy based on teaching centralized control management. Since the scientific research project operation log of the fourth reference scientific research project record does not cover the target project theme, it can be determined that the significant keywords of the fourth reference scientific research project record can be understood as: information used to characterize the target project theme that is not covered in the scientific research project operation log.

[0135] In this way, when configuring the scientific research project progress monitoring strategy with the target based on teaching centralized control management, the first reference scientific research project record, the significant keywords of the first reference scientific research project record, the second reference scientific research project record, the fourth reference scientific research project record, and the significant keywords of the fourth reference scientific research project record can be used to configure the scientific research project progress monitoring strategy with the target based on teaching centralized control management.

[0136] Furthermore, the first reference scientific research project record, the second reference scientific research project record, and the fourth reference scientific research project record can be used as reference scientific research project records for configuration and loaded into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured. The target scientific research project progress monitoring strategy based on teaching centralized control management can analyze the above-mentioned reference scientific research project records to obtain the progress monitoring situation. Subsequently, the expected offset of the progress monitoring situation relative to the significant keywords can be determined, and the expected offset can be used to perform variable optimization on the target scientific research project progress monitoring strategy based on teaching centralized control management to realize the configuration of the target scientific research project progress monitoring strategy based on teaching centralized control management. In the above scheme, the introduction of negative example scientific research project records when configuring the target scientific research project progress monitoring strategy based on teaching centralized control management is helpful to improve the configuration efficiency of the target scientific research project progress monitoring strategy based on teaching centralized control management.

[0137] Furthermore, when configuring a target scientific research project progress monitoring strategy based on teaching centralized control management, the second expected offset and the third expected offset can be used to optimize the description mining node of the target scientific research project progress monitoring strategy based on teaching centralized control management, so that the description mining node after variable optimization can mine the content data of the project theme in the scientific research project record, and then the first child node tests the semantic distinction label and distribution label of the target project theme in the scientific research project record based on the mined content data. In this way, the target scientific research project progress monitoring strategy based on teaching centralized control management obtained after the configuration based on the first reference scientific research project record, the second reference scientific research project record, and the third reference scientific research project record can realize the positioning of the optimized project theme in the scientific research project record, thereby improving the accuracy of the positioning of the target project theme.

[0138] On the basis of the above, please refer to Figure 2 , provides a scientific research project progress monitoring device 200 based on teaching centralized control management, which is applied to a scientific research project progress monitoring system based on teaching centralized control management, and the device includes:

[0139] The record determination module 210 is configured to obtain a first reference scientific research project record covering the target project theme from the scientific research project operation log; determine significant keywords of the first reference scientific research project record, wherein each group of significant keywords of the first reference scientific research project record includes: a distribution label and a semantic distinction label of the target project theme in the scientific research project record;

[0140] The strategy configuration module 220 is used to obtain the second reference scientific research project record after the content simplification operation; configure the scientific research project progress monitoring strategy based on the teaching centralized control management of the target to be configured through the first reference scientific research project record, the significant keywords of the first reference scientific research project record, and the second reference scientific research project record; wherein, the scientific research project progress monitoring strategy based on the teaching centralized control management of the target is used to track the project progress.

[0141] On the basis of the above, please refer to Figure 3 , shows a scientific research project progress monitoring system 300 based on teaching centralized control management, including a processor 310 and a memory 320 that communicate with each other, and the processor 310 is used to read and execute a computer program from the memory 320 to implement the above method.

[0142] Based on the above, a computer-readable storage medium is also provided, on which a computer program stored implements the above method when running.

[0143] In summary, based on the above scheme, first obtain the first reference scientific research project record covering the target project theme in the scientific research project operation log. Determine the significant keywords of the first reference scientific research project record, including the significant keywords of each group of the first reference scientific research project record. And obtain the second reference scientific research project record after the content simplification operation. Then, configure the target scientific research project progress monitoring strategy based on teaching centralized control management based on the first reference scientific research project record, the significant keywords of the first reference scientific research project record, and the second reference scientific research project record. In this way, the target scientific research project progress monitoring strategy based on teaching centralized control management can be configured using the scientific research project record after content simplification, so that the target scientific research project progress monitoring strategy based on teaching centralized control management can be processed to locate the target project theme after content simplification in the scientific research project record. In this way, the target scientific research project progress monitoring strategy based on teaching centralized control management can be configured in a pre-configured manner, improving the completeness and accuracy of the target project theme positioning, and then using the target scientific research project progress monitoring strategy based on teaching centralized control management to flexibly and accurately track and monitor the project progress.

[0144] It should be understood that the system and its modules shown above can be implemented in various ways. For example, in some embodiments, the system and its modules can be implemented by hardware, software, or a combination of software and hardware. Among them, the hardware part can be implemented using dedicated logic; the software part can be stored in a memory and executed by an appropriate instruction execution system, such as a microprocessor or dedicated hardware. Those skilled in the art will understand that the above-mentioned methods and systems can be implemented using computer-executable instructions and / or contained in processor control code, for example, such as a carrier medium such as a disk, CD or DVD-ROM, a programmable memory such as a read-only memory (firmware), or a data carrier such as an optical or electronic signal carrier. Such code is provided on the system and its modules of the present application. Not only can hardware circuits such as very large-scale integrated circuits or gate arrays, semiconductors such as logic chips, transistors, or programmable hardware devices such as field programmable gate arrays, programmable logic devices, etc. be implemented, they can also be implemented using software executed by various types of processors, and can also be implemented by a combination of the above-mentioned hardware circuits and software (for example, firmware).

[0145] It should be noted that different embodiments may produce different beneficial effects. In different embodiments, the beneficial effects that may be produced may be any one or a combination of the above, or any other possible beneficial effects.

[0146] The basic concepts have been described above. It will be apparent to those skilled in the art that the detailed disclosure above is merely illustrative and does not limit the present application. Although not explicitly stated herein, those skilled in the art may make various modifications, improvements, and amendments to the present application. Such modifications, improvements, and amendments are suggested in the present application and remain within the spirit and scope of the exemplary embodiments of the present application.

[0147] At the same time, this application uses specific terms to describe the embodiments of this application. For example, "one embodiment," "an embodiment," and / or "some embodiments" refer to a certain feature, structure, or characteristic related to at least one embodiment of this application. Therefore, it should be emphasized and noted that "one embodiment," "an embodiment," or "an alternative embodiment" mentioned twice or multiple times in different locations in this specification does not necessarily refer to the same embodiment. In addition, certain features, structures, or characteristics in one or more embodiments of this application may be appropriately combined.

[0148] In addition, it will be understood by those skilled in the art that various aspects of the present application can be illustrated and described by a number of patentable categories or situations, including any new and useful process, machine, product or combination of substances, or any new and useful improvements thereto. Accordingly, various aspects of the present application can be performed entirely by hardware, entirely by software (including firmware, resident software, microcode, etc.), or by a combination of hardware and software. The above hardware or software may all be referred to as "data blocks", "modules", "engines", "units", "components" or "systems". In addition, various aspects of the present application may be represented as a computer product located in one or more computer-readable media, which includes computer-readable program code.

[0149] A computer storage medium may include a propagated data signal embodying the computer program code, for example, in baseband or as part of a carrier wave. The propagated signal may be in a variety of forms, including electromagnetic, optical, or any suitable combination thereof. A computer storage medium may be any computer-readable medium other than a computer-readable storage medium that can be connected to an instruction execution system, apparatus, or device to communicate, propagate, or transfer the program for use. The program code on the computer storage medium may be transmitted via any suitable medium, including radio, cable, fiber optic cable, RF, or similar media, or any combination of these.

[0150] The computer program code required for the operation of the various parts of this application can be written in any one or more programming languages, including object-oriented programming languages ​​such as Java, Scala, Smalltalk, Eiffel, JADE, Emerald, C++, C#, VB.NET, Python, etc., conventional procedural programming languages ​​such as C, Visual Basic, Fortran 2003, Perl, COBOL 2002, PHP, ABAP, dynamic programming languages ​​such as Python, Ruby and Groovy, or other programming languages. The program code can be executed entirely on the user's computer, or as a stand-alone software package on the user's computer, or partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In the latter case, the remote computer can be connected to the user's computer via any network, such as a local area network (LAN) or a wide area network (WAN), or connected to an external computer (e.g., via the Internet), or in a cloud computing environment, or used as a service such as software as a service (SaaS).

[0151] In addition, unless expressly stated in the claims, the order of the processing elements and sequences described in this application, the use of alphanumeric characters, or the use of other names are not intended to limit the order of the processes and methods of this application. Although the above disclosure discusses some of the invention embodiments currently considered useful through various examples, it should be understood that such details are only for illustrative purposes, and the attached claims are not limited to the disclosed embodiments. On the contrary, the claims are intended to cover all modifications and equivalent combinations that are consistent with the essence and scope of the embodiments of this application. For example, although the system components described above can be implemented by hardware devices, they can also be implemented only by software solutions, such as installing the described system on an existing server or mobile device.

[0152] Similarly, it should be noted that, in order to simplify the presentation of this application and thus facilitate understanding of one or more embodiments of the invention, the foregoing descriptions of the embodiments of this application sometimes combine multiple features into a single embodiment, figure, or description thereof. However, this disclosure method does not mean that the subject matter of this application requires more features than those recited in the claims. In fact, an embodiment may have fewer features than all of the features of a single embodiment disclosed above.

[0153] In some embodiments, numbers describing the number of components and attributes are used. It should be understood that such numbers used in the description of the embodiments are modified by the modifiers "about", "approximately" or "substantially" in some examples. Unless otherwise stated, "about", "approximately" or "substantially" indicate that the numbers allow adaptive changes. Accordingly, in some embodiments, the numerical parameters used in the specification and claims are approximate values, which can be changed according to the required features of individual embodiments. In some embodiments, the numerical parameters should take into account the specified significant digits and adopt the general method of retaining digits. Although the numerical domains and parameters used to confirm the breadth of their range in some embodiments of the present application are approximate values, in specific embodiments, the settings of such numerical values ​​are as accurate as possible within the feasible range.

[0154] Each patent, patent application, patent application disclosure, and other materials, such as articles, books, specifications, publications, documents, etc., cited in this application is hereby incorporated by reference in its entirety. This includes application history documents that are inconsistent with or conflict with the content of this application, as well as documents (currently or subsequently attached to this application) that limit the broadest scope of the claims of this application. It should be noted that if the descriptions, definitions, and / or use of terms in the accompanying materials of this application are inconsistent or conflicting with the content of this application, the descriptions, definitions, and / or use of terms in this application shall prevail.

[0155] Finally, it should be understood that the embodiments described in this application are merely illustrative of the principles of the embodiments of this application. Other variations may also fall within the scope of this application. Therefore, by way of example and not limitation, alternative configurations of the embodiments of this application may be considered consistent with the teachings of this application. Accordingly, the embodiments of this application are not limited to the embodiments explicitly introduced and described in this application.

[0156] The above are merely embodiments of the present application and are not intended to limit the present application. For those skilled in the art, the present application may have various changes and variations. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present application should all be included within the scope of the claims of the present application.

Claims

1. A scientific research project progress monitoring method based on teaching centralized control management, characterized in that: Applied to a scientific research project progress monitoring system based on teaching centralized control management, the method at least includes: Obtaining a first reference scientific research project record covering the target project theme from the scientific research project operation log; determining significant keywords of the first reference scientific research project record, wherein each group of significant keywords of the first reference scientific research project record includes: a distribution label and a semantic distinction label of the target project theme in the scientific research project record; Obtaining a second reference scientific research project record after a content streamlining operation; configuring a target to be configured based on a scientific research project progress monitoring strategy for teaching centralized control management using the first reference scientific research project record, significant keywords of the first reference scientific research project record, and the second reference scientific research project record; wherein the target-based scientific research project progress monitoring strategy for teaching centralized control management is used to track project progress; The second reference scientific research project record includes: a second positive example scientific research project record in the scientific research project operation log that covers the target project theme; the method further includes: determining significant keywords of the second positive example scientific research project record, wherein the significant keywords of each group of the second positive example scientific research project records include: a distribution label and a semantic distinction label of the target project theme in the scientific research project record; The configuration of the research project progress monitoring strategy based on the teaching centralized control management for the target to be configured by using the first reference research project record, the significant keywords of the first reference research project record, and the second reference research project record includes: Loading the first reference scientific research project record and the second active example scientific research project record into the target scientific research project progress monitoring strategy based on teaching centralized control management to be configured, and obtaining a first progress monitoring situation; Determining a first expected offset of significant keywords of the first progress monitoring condition relative to a scientific research project record loaded into the target scientific research project progress monitoring strategy based on teaching centralized control management; Optimizing the variables of the scientific research project progress monitoring strategy based on the teaching centralized control management according to the first expected deviation to complete the configuration of the scientific research project progress monitoring strategy based on the teaching centralized control management; The obtaining of the second reference scientific research project record after the content simplification operation includes: extracting a phased scientific research project record from the first reference scientific research project record, performing a content simplification operation on the extracted scientific research project record, and using the processed scientific research project record as the second active example scientific research project record; The method of loading the first reference scientific research project record and the second positive example scientific research project record into the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management to obtain the first progress monitoring situation includes: extracting the scientific research project record to be configured from the first reference scientific research project record and the second positive example scientific research project record; loading the extracted scientific research project record to be configured into the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management to obtain the first progress monitoring situation; The second reference scientific research project records include: second negative example scientific research project records in the scientific research project operation log that do not cover the target project theme; the method further includes: determining significant keywords of the second negative example scientific research project records, wherein each group of significant keywords of the second negative example scientific research project records is used to represent: the preprocessed scientific research project records do not cover the target project theme; The method of loading the first reference scientific research project record and the second positive example scientific research project record into the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management to obtain the first progress monitoring situation includes: loading the first reference scientific research project record, the second positive example scientific research project record, and the second negative example scientific research project record into the target to be configured based on the scientific research project progress monitoring strategy of the teaching centralized control management to obtain the first progress monitoring situation; The obtaining of the second reference scientific research project record after the content simplification operation includes: obtaining a third reference scientific research project record, and obtaining a scientific research project record after the content simplification operation is performed on the third reference scientific research project record according to the set content simplification instruction, as the second reference scientific research project record; The configuration of the research project progress monitoring strategy based on the teaching centralized control management for the target to be configured by using the first reference research project record, the significant keywords of the first reference research project record, and the second reference research project record includes: The first reference scientific research project record is loaded into the scientific research project progress monitoring strategy of the target to be configured based on the teaching centralized control management, and the distribution label and semantic distinction label of the target project theme in the first reference scientific research project record are parsed by the scientific research project progress monitoring strategy of the target based on the teaching centralized control management to obtain the second progress monitoring situation; Determining an expected offset of the second progress monitoring condition relative to the significant keywords of the first reference scientific research project record as a second expected offset; The third reference scientific research project record is loaded into the scientific research project progress monitoring strategy based on the teaching centralized control management of the target to be configured, and the scientific research project progress monitoring strategy based on the teaching centralized control management of the target is used to perform a content simplification operation on the third reference scientific research project record according to the set content simplification instruction to obtain a third progress monitoring situation; Determining an expected deviation of the third progress monitoring condition relative to the second reference scientific research project record as a third expected deviation; Based on the second expected offset and the third expected offset, the variable optimization of the scientific research project progress monitoring strategy based on the teaching centralized control management of the target to be configured is performed to complete the configuration of the scientific research project progress monitoring strategy based on the teaching centralized control management of the target to be configured.

2. The method according to claim 1, wherein The second positive example scientific research project record includes: a scientific research project record after anonymizing the scientific research project operation log except for the target project subject in the scientific research project record.

3. The method according to claim 2, wherein The target to be configured is based on the scientific research project progress monitoring strategy of the teaching centralized control management, including a description mining node and a scientific research project record processing node, wherein the scientific research project record processing node includes: a first sub-node for locating the target project theme of the scientific research project record, and a second sub-node for performing a content simplification operation on the scientific research project record according to the set content simplification instruction, wherein the first sub-node and the second sub-node are associated with the description mining node; The step of loading the first reference scientific research project record into the scientific research project progress monitoring strategy based on teaching centralized control management, and parsing the distribution labels and semantic distinction labels of the target project topics in the first reference scientific research project record by the scientific research project progress monitoring strategy based on teaching centralized control management to obtain the second progress monitoring status includes: The first reference scientific research project record is loaded into the scientific research project progress monitoring strategy of the target to be configured based on the teaching centralized control management, the scientific research project record description of the first reference scientific research project record is mined through the description mining node, and the distribution label and semantic distinction label of the target project theme in the first reference scientific research project record are parsed according to the mined scientific research project record description through the first child node to obtain the second progress monitoring situation; The step of loading the third reference scientific research project record into the scientific research project progress monitoring strategy based on the target teaching centralized control management to be configured, and performing a content streamlining operation on the third reference scientific research project record according to the set content streamlining instruction by the scientific research project progress monitoring strategy based on the target teaching centralized control management to obtain a third progress monitoring situation includes: The third reference scientific research project record is loaded into the scientific research project progress monitoring strategy of the target to be configured based on the teaching centralized control management, the scientific research project record description of the third reference scientific research project record is mined through the description mining node, and the content simplification operation is performed on the third reference scientific research project record according to the set content simplification instruction based on the mined scientific research project record description through the second sub-node to obtain a third progress monitoring situation; The step of performing variable optimization on the scientific research project progress monitoring strategy based on teaching centralized control management for the target to be configured based on the second expected offset and the third expected offset to complete the configuration of the scientific research project progress monitoring strategy based on teaching centralized control management for the target to be configured includes: Based on the second expected offset and the third expected offset, the description mining node and the scientific research project record processing node of the target to be configured based on the teaching centralized control management scientific research project progress monitoring strategy are optimized to complete the configuration of the target to be configured based on the teaching centralized control management scientific research project progress monitoring strategy, and obtain the configured target based on the teaching centralized control management scientific research project progress monitoring strategy covering the description mining node and the first sub-node.

4. The method according to claim 3, wherein The first reference scientific research project record includes: the scientific research project record after content streamlining operation.

5. The method according to claim 4, wherein The method further comprises: Obtaining fourth reference scientific research project records from the scientific research project operation log that do not cover the target project theme, and determining significant keywords of the fourth reference scientific research project records, wherein each group of significant keywords of the fourth reference scientific research project records is used to characterize that the preprocessed scientific research project records do not cover the target project theme; The configuration of the research project progress monitoring strategy based on the teaching centralized control management for the target to be configured by using the first reference research project record, the significant keywords of the first reference research project record, and the second reference research project record includes: The research project progress monitoring strategy for the target to be configured is configured based on the teaching centralized control management through the first reference research project record, the significant keywords of the first reference research project record, the second reference research project record, the fourth reference research project record, and the significant keywords of the fourth reference research project record; The first reference scientific research project record includes: a scientific research project record obtained by anonymously processing the scientific research project operation logs other than the target project subject in the scientific research project record.

6. A scientific research project progress monitoring system based on teaching centralized control management, characterized in that: The method comprises a processor and a memory communicating with each other, wherein the processor is used to read a computer program from the memory and execute the computer program to implement the method according to any one of claims 1 to 5.

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