CN116069895A

CN116069895A - Knowledge base system for medical institutions of pediatric science

Info

Publication number: CN116069895A
Application number: CN202310048672.9A
Authority: CN
Inventors: 邰隽; 赵琼姝; 朱颖; 赵博; 刘锦钰; 梁頔; 郑博; 茹文臣
Original assignee: AFFILIATED CHILDREN'S HOSPITAL OF CAPITAL INSTITUTE OF PEDIATRICS; Beijing Childrens Hospital
Current assignee: AFFILIATED CHILDREN'S HOSPITAL OF CAPITAL INSTITUTE OF PEDIATRICS; Beijing Childrens Hospital
Priority date: 2023-01-31
Filing date: 2023-01-31
Publication date: 2023-05-05

Abstract

The invention discloses a knowledge base system of a medical institution in a department of pedigree, which comprises: the system comprises an achievement collecting and processing module, an academic achievement module, an academic communication module, an expert scholars module, a personal center module, a background management module, a fund project module and a literature receiving and reporting module. By the processing scheme, the time cost and the money cost for acquiring professional information by scientific researchers can be saved, the data management mode of a medical institution is optimized, and the labor management cost is saved.

Description

Knowledge base system for medical institutions of pediatric science

Technical Field

The invention relates to the technical field of knowledge bases, in particular to a knowledge base system of a medical institution in a department of pedigree.

Background

The institution knowledge base (Institutional Repository, IR) originates in the united states, is a product of Open Access (OA) at the end of the 90 th century, and is a new mode for academic communication and resource sharing. The institution knowledge base is a knowledge base for collecting, organizing, digitally storing and managing knowledge resources in a specific range and sharing most of the knowledge resources to network users for free, and is an important tool for the institutions to manage scientific research results, propagate academic knowledge and support social innovation.

At present, the main body of construction of the national institutes knowledge base is mainly universities and scientific research institutions, but along with the rapid development of the scientific disciplines of children and the increasing requirements of patient guardians on high-level medical services, the construction of a knowledge base which is applicable to pediatrics and is used for managing knowledge output and can realize communication and interaction functions is urgently needed.

Disclosure of Invention

In view of the foregoing, embodiments of the present disclosure provide a knowledge base system for a medical institution in a department of pedigree, which at least partially solves the problems existing in the prior art.

In a first aspect, embodiments of the present disclosure provide a system of a knowledge base of a medical institution of the family of sciences, the system comprising:

the system comprises an achievement collecting and processing module, an academic achievement module, an academic communication module, an expert scholars module, a personal center module, a background management module, a fund project module and a literature receiving and reporting module;

the result acquisition processing module is used for acquiring data, standardizing the data and confirming attribution of data results;

the academic achievement module is used for performing achievement retrieval, achievement display, achievement management and achievement statistical analysis;

the academic communication module is used for carrying out academic communication bulletin and academic communication achievement sharing;

the expert scholars module is used for displaying scholars information, managing scholars ' results, printing scholars ' literature reports and exporting scholars ' literature;

the personal center module is used for personal information maintenance, personal achievement management and project information management;

the background management module is used for carrying out user management, subordinate mechanism management, document auditing, usage statistics and information release;

the fund project module is used for project display, project inquiry, project achievement association and project information management;

the document collection report module is used for setting a document collection report template style and printing a document collection report.

According to a specific implementation manner of the embodiment of the disclosure, the system further comprises a system management module, which is used for maintaining system information, authenticating/managing user rights, auditing manager documents and carrying out platform usage statistics management.

According to a specific implementation manner of the embodiment of the disclosure, the achievement retrieval is realized through a rapid retrieval module and an advanced retrieval module;

the achievement display module is used for visually displaying subordinate departments, high-influence documents, latest texts and multi-dimensional facet screening;

the achievement management module is used for submitting achievement, claiming achievement and hiding/cancelling achievement;

the result statistics analysis module is used for result statistics, result comparison and generation of a relation map and a knowledge map.

According to a specific implementation manner of the embodiment of the present disclosure, the multidimensional faceted filtering is performed according to at least one of year, resource type, article type, recording situation, department of chinese science, journal of textbook, signature author, co-worker organization, influencing factor, fund, signature arrangement of the organization, keyword, language and whether there is any whole text.

According to a specific implementation of an embodiment of the present disclosure, the document audit is implemented by a result claim module and a result audit module.

According to one specific implementation of an embodiment of the present disclosure, the personal achievement management includes achievement submission, achievement claim and achievement hiding/revocation.

According to a specific implementation manner of the embodiment of the disclosure, the system further comprises a exporting module, which is used for directly downloading documents authorized by authors or exporting search result documents for users with management rights.

According to a specific implementation of an embodiment of the disclosure, the personal center module is further configured to view a favorites list, a focus list, a download list, a comment list, and a praise list.

According to a specific implementation of the embodiment of the disclosure, the data types collected by the result collection processing module include at least one of journal papers, conference papers, book monographs, fund projects, case reports, experimental results, guidelines, standards, and patents.

According to a specific implementation manner of the embodiment of the disclosure, the academic achievement module performs achievement statistical analysis through at least one of annual hair tendency, resource type distribution, journal paper type, paper recording distribution, research topic distribution, subordinate institution output, researcher output and paper journal distribution conditions of the pediatric hospital.

The knowledge base system of the medical institution of the science department in the embodiment of the disclosure can realize the functions of long-term centralized storage, management, retrieval, display and the like of the fruit of the science department, and meanwhile, the study direction, process, trend and result of a hospital can be better analyzed and evaluated through the statistical chart and the knowledge map, the management of scientific research output is perfected, the efficiency of performance management and evaluation work is improved, and the scientific research management and scientific research decision of the hospital are better supported. Has important significance for promoting the communication of the science, realizing the effective utilization of the science resources, comprehensively analyzing the current situation and the development trend of the science, and realizing the overall planning and the resource sharing of the science.

Drawings

The foregoing is merely an overview of the present invention, and the present invention is further described in detail below with reference to the accompanying drawings and detailed description.

Fig. 1 is a schematic diagram of a knowledge base system of a medical institution of the department of pedigree according to an embodiment of the present disclosure;

FIG. 2 is a diagram illustrating a search result page sample provided by an embodiment of the present disclosure;

FIG. 3 is a schematic diagram of analysis of results in a research area provided in an embodiment of the disclosure;

FIG. 4 is a schematic diagram of an author partnership relationship provided by an embodiment of the present disclosure;

FIG. 5 is a schematic diagram of a mechanism coauthoring relationship provided by an embodiment of the present disclosure;

FIG. 6 is a schematic diagram of a keyword cloud image and co-occurrence relationship according to an embodiment of the present disclosure;

FIG. 7 is a schematic illustration of an author homepage provided by an embodiment of the present disclosure; and

fig. 8 is a functional schematic diagram of a knowledge base system of a medical institution of the department of pedigree according to an embodiment of the present disclosure.

Detailed Description

Embodiments of the present disclosure are described in detail below with reference to the accompanying drawings.

Other advantages and effects of the present disclosure will become readily apparent to those skilled in the art from the following disclosure, which describes embodiments of the present disclosure by way of specific examples. It will be apparent that the described embodiments are merely some, but not all embodiments of the present disclosure. The disclosure may be embodied or practiced in other different specific embodiments, and details within the subject specification may be modified or changed from various points of view and applications without departing from the spirit of the disclosure. It should be noted that the following embodiments and features in the embodiments may be combined with each other without conflict. All other embodiments, which can be made by one of ordinary skill in the art without inventive effort, based on the embodiments in this disclosure are intended to be within the scope of this disclosure.

It is noted that various aspects of the embodiments are described below within the scope of the following claims. It should be apparent that the aspects described herein may be embodied in a wide variety of forms and that any specific structure and/or function described herein is merely illustrative. Based on the present disclosure, one skilled in the art will appreciate that one aspect described herein may be implemented independently of any other aspect, and that two or more of these aspects may be combined in various ways. For example, an apparatus may be implemented and/or a method practiced using any number of the aspects set forth herein. In addition, such apparatus may be implemented and/or such methods practiced using other structure and/or functionality in addition to one or more of the aspects set forth herein.

It should also be noted that the illustrations provided in the following embodiments merely illustrate the basic concepts of the disclosure by way of illustration, and only the components related to the disclosure are shown in the drawings and are not drawn according to the number, shape and size of the components in actual implementation, and the form, number and proportion of the components in actual implementation may be arbitrarily changed, and the layout of the components may be more complicated.

In addition, in the following description, specific details are provided in order to provide a thorough understanding of the examples. However, it will be understood by those skilled in the art that the aspects may be practiced without these specific details.

The embodiment of the invention provides a knowledge base system of a medical institution in a department of children science, which is used for realizing the diagnosis and treatment scheme and method of various difficult and complicated diseases accumulated by hospitals by utilizing advanced medical theory and technology in the medical practice process of the department of children science through systematic processing, storage, display, statistics and analysis of metadata, and effectively managing a series of basic research achievements, disease diagnosis and treatment principles and standards (such as national standards, industry standards, group standards and the like) and simultaneously carrying out communication and interaction, so that the difference of diagnosis and treatment levels of doctors in various layers can be continuously reduced, the diagnosis and treatment level of the hospitals is improved together, the medical service requirements of patients are met, the occurrence rate and the error rate of medical accidents are reduced, and the medical contradiction is relieved.

And the research direction, process, trend and result of the hospital can be better analyzed and evaluated through the statistical chart and the knowledge graph, the scientific research output management is perfected, the efficiency of performance management and evaluation work is improved, and the scientific research management and scientific research decision of the hospital are better supported. Has important significance for promoting the communication of the science, realizing the effective utilization of the science resources, comprehensively analyzing the current situation and the development trend of the science, and realizing the overall planning and the resource sharing of the science.

The knowledge base of the department of the science organization contains six items of documents (including journals and conference papers), works, patents, clinical trials, guidelines and standards which are closely related to scientific research and can be publicly acquired/shared.

The construction mode of the knowledge base of the scientific institutions is a four-level organization framework of centers, units, departments and individuals, wherein the centers are the knowledge base of the scientific institutions. Besides the conventional functions of achievement display, resource long-term storage, achievement acquisition, academic communication and the like, the knowledge base of the institution also utilizes the advantages of system data management according to the trend and development direction of institution database construction, and has the functions of statistical analysis, knowledge graph, partnership relationship and the like, so that the functions of scientific research management decision-making, scientific research output statistics, scientific research performance evaluation and the like can be realized.

Fig. 1 is a schematic diagram of a knowledge base system of a medical institution of the department of the science provided in an embodiment of the present disclosure.

As shown in fig. 1, the knowledge base system 100 of the medical institution of the department of the science proposed by the present invention includes:

the system comprises a result acquisition processing module 110, an academic result module 120, an academic communication module 130, an expert scholars module 140, a personal center module 150, a background management module 160, a fund item module 170 and a document collection reporting module 180.

The result collection processing module 110 is configured to collect data, normalize the data, and confirm attribution of the data result.

More specifically, the outcome acquisition processing module 110 obtains metadata that contains data uploaded by individuals, departments, units, and data referencing other institutions.

And performing backtracking, updating, screening, duplicate removal and other operations on the metadata, and performing standardization processing on the metadata to obtain the standard data.

Matching metadata of different sources, and realizing field granulation; determining the caliber of the metadata according to the type and signature of the metadata, and secondarily developing the standard data field based on the hierarchical relationship of the first author, the common first author, the communication author and the mechanism and the fund information; the standard data and the self-statistics data of the institutions are compared, and important fields (including co-authors, fund sponsors, departments, department sizes, journal reference report partitions (Journal Citation Reports, JCR), influence factors, scientific literature databases (Web OfSciences, WOS) and the like) which cannot be collected in batches are manually supplemented or matched.

Content construction (metadata) is the foundation and supporting force of a mechanism knowledge base, and normalized data acquisition, processing and processing are carried out on documents by adopting an automatic and manual auxiliary mode according to massive information resources, abundant document organization and mining experience. The organization knowledge base supports diversified knowledge object types, comprehensive data recording sources ensure the integrity of data, and on the basis, all metadata source documents of the platform are expanded on the premise of ensuring the original data fields so as to ensure the deep indexing and application of the data. The metadata can meet the retrieval requirement and the metering analysis and data mining requirements.

The data range covers the multi-phase relation column database and supports autonomous uploading (personal uploading) of the scientific students of the unit and batch uploading (department uploading) of the management staff so as to ensure that the output of the students of the organization is comprehensively collected. The organization result data is extracted by sorting the organization names, aliases (abbreviations, historic names, changed names, etc.). The metadata construction refers to national standard and industry standard construction, the phenomenon of quantitative filling and cross repetition does not exist, and the merging and the duplication removal of the unique ID are completed on the integrated data from different sources. The full transparency and feasibility of analysis and verification can be realized through rich knowledge object data particles. For each knowledge resource type, the metadata standard is formulated according to the characteristics of the knowledge resource type.

By means of unique identification, deep mining and granularity analysis of knowledge objects, direct association of different knowledge objects between various documents is established, and an analyzable objectified map is established according to the association relations. The field granulation relates to all the fields of knowledge related information, and the fields provide revisions and management functions of an administrator on an organization knowledge base platform so as to ensure the accuracy of data. The relevant fields include: article basic information, unique identifier, scientific evaluation index, author organization signature rank and publishing condition.

And evaluating the standard data according to the size partition, the JCR partition, the influence factor and the WOS of the Chinese academy to obtain an evaluation result.

More specifically, for scientific research evaluation indexes required in literature evaluation, accurate specification and information automatic indexing are performed in platform data.

For example, the indexing range includes all indexes of the related series database for the last 10 years, and the corresponding index version is marked according to the publication year of the literature.

The specification of the influence factors comprises that for SCIE, the influence factors of the current year, the influence factors of the previous year, the influence factors of the next year, the influence factors of the latest year and the average influence factors of the latest 5 years are marked, so that the influence factor value can meet any application scene of unit scientific research evaluation.

The specification of the partition information comprises that the system provides two partition systems of a Chinese department partition (major class and minor class) and a JCR partition, and the partition information of the corresponding year is corresponding according to the publication year of the article.

The north large core, the statistics source core and the CSCD recording comprise indexing by adopting indexes corresponding to years according to the publication year of the literature.

In the embodiment of the invention, the index specific year corresponding rule is based on the actual application requirement of the mechanism.

And storing the specification data and the assessment result into a database.

In an embodiment of the present invention, the data types collected by the result collection processing module include at least one of journal papers, conference papers, book monographs, fund projects, case reports, experimental results, guidelines, standards, and patents.

The academic achievement module 120 is used for achievement retrieval, achievement display, achievement management and achievement statistical analysis.

More specifically, the academic achievement module 120 uses the title, author, keyword, abstract, journal, ISSN number, WOS number as search fields to search all documents in the knowledge base of the department of the science organization through the functions of quick search, advanced search and secondary search.

Wherein the quick search is performed by a keyword.

In the embodiment of the present invention, a refined search result is provided according to multi-dimensional and faceted screening conditions such as year, resource type, article type, recording situation, department of academic (CAS partition), journal of issue, signature author, partnership organization, influencing factor, fund, signature arrangement of the organization, keyword, language, whether full text exists, etc. (fig. 2 is a schematic diagram of a search result).

And for the facet dimension, providing a link direction for checking a statistical chart and a knowledge graph, and providing support for scientific research management and scientific research decision of a scientific research management department.

In the embodiment of the invention, the search result comprises a source pointing link of the document, wherein the document in the knowledge base can provide the source pointing link of the document, and the document authorized by the author can be directly downloaded. For the user with the management authority, a function of exporting the search result document is provided.

In the embodiment of the present invention, operations such as approval, collection, downloading, statistics of browsing times, and document claim may be performed on the search result or document, and a link entry for the document claim function may be provided, but the present invention is not limited thereto.

The method provides the readers with the retrieval of literature resources, simultaneously provides multidimensional area browsing and statistics, displays and counts the knowledge results generated by the teaching scientific research of the hospitals in the past year, improves the academic influence and the result display degree of institutions, and shows and improves the academic influence of hospitals and scholars in the world to the greatest extent.

The achievement display is used for visually displaying subordinate departments, high-influence documents, latest texts and multi-dimensional facet screening results.

The result statistics analysis is used for result statistics, result comparison and generation of a relation map and a knowledge map.

The achievement comparison is used for comparing total achievement amount, research field, and compliance institutions, high-yield authors and high-text journals;

the relationship/knowledge graph is used for displaying author partnership relationship, institution partnership relationship and keyword co-occurrence relationship.

In the embodiment of the invention, based on the facet dimension, the provided statistical chart and knowledge graph contain the checked link directions, and support is provided for scientific research management and scientific research decision of a scientific research management department.

The result management module is used for submitting results, claiming results and hiding/cancelling the results. The method provides operations such as result acceptance, result uploading, result withdrawal and the like for medical textbooks in hospitals, improves accuracy of academic result attribution of the scholars, ensures accuracy of academic result statistics and analysis results, and is convenient for the scholars to conveniently derive accurate messages in job title assessment, scientific research rewards and project reporting.

The knowledge base of the science institutions builds independent columns to carry out multidimensional statistics on resources in the system, and more detailed statistical results are provided for scientific research management departments and readers. Through detailed statistics of achievements in a hospital, a scientific research management department can intuitively know the number and trend of academic achievements of an institution in past years, the number and trend of important academic achievements (such as SCI (SCI) letters, core journal letters, various partition letters of a Chinese academy and first institutions/communication institutions), the activity degree of academic research fields (such as keyword word frequency statistics of academic achievements) and the like.

In the embodiment of the invention, the academic achievement module performs achievement statistical analysis through at least one of annual hair tendency, resource type distribution, journal paper type, paper recording distribution, research subject distribution, subordinate institution output, researcher output and paper journal distribution conditions of the pediatric hospital, wherein statistical results are displayed in the form of statistical diagrams and tables, and can provide the deriving functions of the statistical diagrams and the tables.

In the embodiment of the invention, the knowledge base of the department of the science organization can be used for setting statistical conditions in a self-defined way and outputting a statistical chart.

The result analysis provides a contrast analysis for the second-level department and the authors in the hospital for the manager, and the study manager system grasps the development situation and the difference of academic research among the second-level institutions in the academy, and knows the difference of research direction and academic output among the authors in the same research field.

The contrast dimensions of the outcome analysis include: total amount of results, research field (keyword top 5), compliance institution (top 5), high yield author (top 5), high journal of texting (top 5), statistical results are presented in a comparison table form, and results can be derived (fig. 3 is a comparison diagram of a research field).

The knowledge graph is used for displaying author partnership (a schematic diagram of author partnership is shown in fig. 4), organization partnership (a schematic diagram of organization partnership is shown in fig. 5) and keyword co-occurrence relationship (a schematic diagram of keyword cloud image and co-occurrence relationship is shown in fig. 6).

The authors of the scientific literature are the main body of scientific research activities, and excellent researchers in the discipline field often lead the development direction of the discipline, and a large number of research results are published, and the research results can reflect the main research content and direction in the discipline field and the relation among the professions in the discipline field. The author's partner is an important expression form of the author's scientific research partner. The author partnership map can intuitively present academic partnership conditions among author individuals and academic achievements of partnership among different authors.

Scientific research cooperation is an effective way for realizing optimal allocation of scientific and technological resources, and scientific research productivity are greatly improved. Inter-institution collaboration is an important manifestation of scientific research collaboration. The mechanism coauthoring map can intuitively reflect the coauthoring relation among the mechanisms and embody the condition of the mechanism to work outwards.

Keywords are the concentration and refinement of the paper core content, the basic content of the highly summarized literature, and the main research direction of authors can be known through the large keyword sets appearing in the authors' literature. Co-word analysis of keywords is often used to determine relationships between topics in subjects represented by a document set. The method for analyzing the common words belongs to a content analysis method in a broad sense, and the principle is mainly that the times of occurrence of a group of words in the same document are counted in pairs, and the words are subjected to cluster analysis, so that the aim of mining hidden information is fulfilled, and the subjects represented by the words and the structural changes of the subjects are reflected. The network analysis of keyword co-occurrence has very important significance for knowing the maturity, knowledge structure, research scale and other conditions of a research theme. The keyword co-occurrence map is used for performing co-occurrence analysis on keywords, and analyzing research hotspots, key points, weak points and overall structure conditions of the college dispatching texts by using a visualization technology and a social network analysis method so as to provide reference for a scientific research manager to grasp the scientific research hotspots and development situations of a hospital.

In the embodiment of the invention, the knowledge base of the department of the science organization adopts hierarchical rights management, comprising common author rights (comprising a personal account and an expert account) and manager rights (manager account), wherein the manager rights are higher than the common author rights.

The academic communication module 130 is used for performing academic communication bulletin and academic communication result sharing.

The expert learner module 140 is used to present learner information, manage learner outcomes, print learner literature reports, and export learner literature. A method for highlighting/centralizing the presentation of a hospital expert learner (including incumbent and retired senior experts) comprising: the information such as academic histories, research directions, achievement catalogues, achievement records and the like increases the exposure of academic achievements of students, improves academic influence of the students, and increases the opportunity of the students to communicate and cooperate externally. The method provides an academic achievement export function for the author, and provides convenience for the author in the processes of job title assessment, scientific research rewards and project declaration.

In the embodiment of the invention, a hospital navigation mode is provided for browsing the author list (word order by word); providing an author name lookup or word-wise browsing through the author list.

And, the knowledge base of the department of the science organization constructs a dedicated homepage (shown in fig. 7) for each author, which is used for showing the academic history and personal academic results of the author, and the author can edit and modify personal data by himself.

Simultaneously, providing a current author text retrieval and a multidimensional faceted browsing refined retrieval result; the author can derive own academic results, and is more convenient when reporting projects, evaluating job titles and rewarding scientific research.

In the embodiment of the invention, based on the standardized arrangement of the mechanism results, the system provides the function of custom printing document recording reports of the author results, a manager can custom set a printing template according to the requirements, and readers select the template to print the reports according to the requirements of the management department, so that various requirements of personnel recruitment, annual letter rewards, project declaration, school statistics and the like are met.

The personal paper output report, the job title report, the department paper output report, the hospital annual paper output report and the like can be output through the comprehensive maternity issue data.

In the embodiment of the invention, an administrator can set a printing report template through the background, and readers can print reports in the personal academic space.

The user can select achievements according to the recording conditions, the publishing years and the signature conditions to automatically form an achievements report, and the report can comprise journal influence factors, JCR partitions, chinese department partitions and database recording information and can also be embedded with watermark anti-counterfeiting.

The recording and proving printing of the documents can be directly carried out on the documents which are checked and confirmed by management departments (such as libraries, scientific research departments, educational administration departments, personnel departments and the like).

The personal center module 150 is used for personal information maintenance, personal achievement management and project information management.

More specifically, the personal operations of the user are completed in the personal center module, including submission, claim, withdraw, and hiding of achievements; personal information maintenance; list viewing of collections, interests, etc.; interaction management (such as attention & collection & sharing, praise, comment) and the like, but the individual user can do the operation only after successful login.

Wherein personal information maintenance includes the filling and manipulation of basic information, alias management, educational background, working history, academic research, password modification, etc.

In the embodiment of the invention, an author can hide and not display own achievements, and hidden documents participate in statistics; for documents removed by publishers, the authors can do the undo operation, and the undo documents do not participate in statistics.

In the embodiment of the present invention, the praise list, the favorite list, the download list, the browse list, the literature claim list, and the like can be looked up in the interaction management, but the present invention is not limited thereto.

In the process of attributing authors to the literature of the home, the suspicious academic results of each author are generated by processing the author's text by using a splitting algorithm, a clustering algorithm, a Support Vector Machine (SVM) and other algorithms in the data processing process, and the authors are required to claim and confirm the suspicious results in order to avoid attributing errors of the author's text of the co-name.

Through the result claim, medical textbooks can directly acquire the list of the published papers and the works of the medical textbooks from the knowledge base of the department of the science in subsequent project declaration, job title evaluation and scientific rewards, so that the complicated processes of repeated submission and auditing are omitted; meanwhile, the result statistics and analysis results are more accurate and reliable through the result claim, and scientific research evaluation works such as paper audit and SCI paper statistics in discipline competitiveness evaluation and job title evaluation are facilitated for hospitals.

The achievement claim can be operated only after the author logs in, and the whole operation flow is completed in the achievement claim link of the personal center. The system provides function buttons at the result retrieval result list, the secondary mechanism result list and the personal homepage, so that the author can conveniently conduct claim operation.

The academic institution knowledge base is dedicated to collecting, storing and propagating published or unpublished academic papers (journal papers, conference papers), scientific progress reports, technical reports, doctor's papers, experimental data, other gray documents, and the like.

Collecting and sorting published documents in a data harvesting mode, and storing the published documents in a knowledge base of a science institution; for a large amount of unpublished data (such as personal data of a clinician, operation video, special medical record analysis and the like) stored by medical teaching and research personnel, the system provides a self-uploading function, and limited opening of resources is carried out by setting different opening authorities in the uploading process, so that sharing is established together, and literature resources of a knowledge base of a department of the science organization are expanded.

In the embodiment of the invention, the knowledge base of the scientific institution further comprises a data self-storage function for storing the research results of the independent management of the research results of researchers/institutions and managing the research results.

The achievement submitting can be operated only after the author logs in, and the whole operation flow is completed in the achievement claim link of the personal center.

In the embodiment of the invention, the achievement submission comprises the functions of single submission, batch submission, full-text submission, achievement list viewing and the like.

In the embodiment of the invention, the personal center module is also used for viewing a collection list, a focus list, a download list, a comment list and a praise list.

The background management module 160 is used for user management, subordinate organization management, document auditing, usage statistics and information release.

More specifically, the institution knowledge base for the science department consists of yard-level users, department users and individual users. Through combing the hair of the department, constructing the homepage of the department, providing multidimensional and faceted browsing of academic achievements, the academic achievements of the department can be mastered by the leadership of the department, the exposure of the achievements of the department is increased, and the academic influence and status of the department are improved.

Detailed statistics of academic achievements in departments include: the total amount of the text of various resource types, and the recording condition of an important index database (such as SCIE\SSCI\CPCI\EI\SCOPUS\North major core\China science and technology core\CSCD\south major core, etc.).

And browsing and searching of the achievements of the department are provided, and the search results are refined by multi-dimensional faceted browsing (the effects of the achievements show page are similar to those of the achievements).

In the embodiment of the invention, the document audit is realized through a result acceptance module and a result audit module; the achievement claim module is used for providing an author claim function for papers published by the public and having the condition of the co-name authors.

The result auditing module is used for auditing and issuing the contents to be audited on the management account with auditing authority, and comprises auditing of personal author claim results, auditing of user submitted results and checking of the audited list. And meanwhile, in document auditing, information such as a recording database, an influence factor, a CAS partition, a JCR partition and the like of articles is allowed to be added. Providing the function of the manager account to claim the author's posting. For autonomously provided documents, as well as documents claimed by authors, the function of administrator auditing is provided.

In the embodiment of the invention, the usage statistics are used for counting the functions of logging in, searching, browsing and the like of the system, and the information release is used for information disclosure in the collaborative development center of the pediatric science, including news release, notification release, system release, high-quality shared resource release and the like.

In the embodiment of the invention, the knowledge base system of the department of the science organization also provides a function of substituting and claiming achievements, and an administrator can substitute and claiming achievements of students.

The fund project module 170 is used for project presentation, project query, project achievement association, and project information management.

The documentary report module 180 is used to set a documentary report template style and print a documentary report.

In the embodiment of the invention, the system also comprises a system management module which is used for maintaining system information, authenticating/managing user rights, auditing manager documents and carrying out platform use statistical management.

In the embodiment of the invention, the system also comprises a exporting module which is used for directly downloading documents authorized by the author in full text or exporting search result documents for users with management rights.

The knowledge base of the department of the science institution is used for long-term storage and management of various types of scientific achievements, medical and teaching resources and personal data, such as periodical papers, conference papers, monograph textbooks, experimental middle and final results, case reports and the like; the clinician can upload personal data and store the personal data for a long time; the academic data of doctors are stored for a long time, and when the doctors evaluate the title and apply for projects, the list of the published papers and the works can be directly obtained from the institution knowledge base, so that the complicated processes of repeated submission and auditing are omitted; and the scientific research achievements in the hospitals are counted according to various statistical standards, all data are guaranteed to be real and reliable, and scientific research evaluation works such as paper examination in discipline competitiveness evaluation and job title evaluation, SCI paper statistics and the like are facilitated for the hospitals.

The method is also used for displaying the total research results of hospitals and the research results of medical textbooks, and improving the academic influence and status of the hospitals and the medical textbooks. Counting the number of SCI papers in a hospital, influencing factor values, the number of times of introduction of the papers and the like, counting the number of medical teaching and research personnel in the hospital, classifying and counting scientific research projects and the like; the clinician's personal homepage is presented, including personal basic conditions, study directions, study projects, published paper conditions (including paper cited conditions), teaching subjects, and the like.

The sharing property of the medical research results of the hospitals is improved, the information island is broken, and the information island is used as a data center and data guarantee of information exchange in the hospitals.

As a reference basis for evaluating and constructing disciplines of hospitals. Academic data such as all formally published papers and works of the home and acquired research projects are stored in the institution knowledge base for a long time, and a powerful data base is provided for the academic competitiveness evaluation of the home. The data in the institution knowledge base is provided for the internal use of the home and is also displayed to the world, so that the academic influence and position of hospitals and researchers can be improved, and the international study partner can be found.

In order to realize the functions of long-term centralized storage, management, retrieval, display and the like of academic achievements of the hospital, simultaneously, the research direction, process, trend and result of the hospital can be better analyzed and evaluated for scientific research management departments, scientific research output management is perfected, performance management and evaluation work efficiency is improved, the scientific research management and scientific research decision-making of the hospital are better supported, various public knowledge achievements of all clinical teaching and research personnel in the hospital are collected, sorted, reorganized and displayed through establishing a knowledge base of a department of the science, and learning, scientific research and knowledge services are provided for clinical teaching and research personnel and groups in the hospital.

The knowledge base system of the medical institution of the department of the science has remarkable effects on the aspects of society, economy and technology.

Social effects: based on the index of mainly evaluating scientific research capability by taking the published articles in China at present, scientific research personnel are difficult to obtain initiative in terms of copyright, and the articles have to be formally published in a copyright assignment mode, so that the rights to the free propagation of published works are lost. Through the institution knowledge base, authors can share research results freely in a professional scope, thereby promoting wider scientific research cooperation. The knowledge base of the scientific department organization can be integrated into each stage of scientific research management, can provide scientific research assistance for researchers, provide data support for scientific research managers, and provide decision references for hospital managers, so that the knowledge base becomes an important tool for the scientific research management of hospitals.

Economic effect: the knowledge base of the department of the science organization is shared in a limited range in the member units in the form of a registered account, so that the cost of acquiring professional information by scientific researchers can be saved. The knowledge base of the department of the science institutions provides a convenient statistics and analysis platform for medical institutions and departments, so that the management mode is optimized, and the manpower management cost is saved.

The technical effects are as follows: the knowledge base of the national science co-ordination development center mechanism can help the pediatric co-ordination center aim at the international and domestic research front dynamic and development trend, and accurately analyze the development current situation of each hospital subject in the field; meanwhile, the development layout of the disciplines is optimized, development planning is formulated, the development targets of the disciplines of each member unit are defined, the differential development of the disciplines and the homogenization development of medical treatment are realized, and the influence of the disciplines of the science is continuously improved.

Fig. 8 is a functional schematic of a knowledge base system of a medical institution of the department of pedigree.

The knowledge base system of the medical institution of the department of the science provided by the invention mainly comprises a data source layer (or metadata layer), a data warehouse layer, an application layer and a display layer.

The metadata layer is used for integrating and standardizing internet data, business data and other data, and locally storing the data for data storage.

The data warehouse layer comprises a resource metadata storage, a system user data storage and a log data storage part, and is mainly used for storing document data, user data and system operation log data.

Literature data: mainly providing retrieval services.

User data: mainly saves users and authentication authorities, and uses SQL Server as a data storage and management tool.

Log data: mainly saving system operation log, user error correction record, etc.

The document data and the log data use elastic search as search service, and the search engine is a distributed search engine for near real-time analysis and has the advantages of high efficiency and easy expansion.

The application layer comprises functions of mechanism library retrieval, data analysis, data uploading, user management, data service and the like, and is mainly used for providing data organization and use for the presentation layer and the data warehouse. For example, the requests of the user retrieval, analysis, self-building and the like of the presentation layer are organized into a data format with reasonable specification through the application layer, and meanwhile, interface services used by a third party are provided.

The display layer is connected with the display device and used for displaying home pages, achievement display, expert scholars, fund support, statistical analysis, academic communication, personal centers and system management data in a webpage mode.

More specifically, as shown in fig. 8, for metadata import, data retrieval, analysis, claim, error correction, self-building, management, and other personalized services around the data, the system is built in four layers, namely a data source layer, a data warehouse layer, an application layer, and a presentation layer. The main functions cover the contents of fruit formation whole library retrieval, department homepage, expert homepage, result statistical analysis, scientific research support, system management and the like.

The knowledge base system of the science department may be subdivided into centers, units, departments, or individuals. The knowledge base of the scientific research agreement development center mechanism has the conventional functions of fruit display, resource long-term storage, fruit acquisition, academic communication and the like, and also has the functions of setting statistical analysis, knowledge maps, partnership and the like by utilizing the advantages of system data management, so that the functions of scientific research management decision making, scientific research output statistics, scientific research performance evaluation and the like can be realized.

According to the application flow of the data, the nodes of the system depend layer by layer from bottom to top. The metadata layer generates data used by users, performs standard processing on the data of all sources through integration, and locally stores the data for data storage. The application layer deepens and reasonably uses the system, and realizes the external service in a micro-service and modularized mode. The data display layer displays the data mainly in the form of a webpage. The function and effect of each layer are further described:

the foregoing is merely specific embodiments of the disclosure, but the protection scope of the disclosure is not limited thereto, and any changes or substitutions that can be easily conceived by those skilled in the art within the technical scope of the disclosure are intended to be covered by the protection scope of the disclosure. Therefore, the protection scope of the present disclosure shall be subject to the protection scope of the claims.

Claims

1. A knowledge base system of a medical institution of the department of pedigree, the system comprising: the system comprises an achievement collecting and processing module, an academic achievement module, an academic communication module, an expert scholars module, a personal center module, a background management module, a fund project module and a literature receiving and reporting module;

2. The system of claim 1, further comprising a system management module for maintaining system information, authenticating/managing user rights, auditing administrator literature, and platform usage statistics management.

3. The system of knowledge base of a medical institution of the family of sciences as set forth in claim 1, wherein the results retrieval is accomplished by a fast retrieval module and an advanced retrieval module;

4. The knowledge base system of a medical facility in the department of science of claim 3, wherein said faceted screening is based on at least one of year, type of resource, type of article, listing, department of science, journal of textbook, signature author, partnership organization, influencing factor, funding, signature ranking in the organization, keywords, language, and whether there is any text.

5. The system of claim 1, wherein the document review is implemented by a claim of results module and a result review module _。

6. The system of claim 1, wherein the personal achievement management comprises achievement submission, achievement claim and achievement hiding/revocation for personal achievement management.

7. The knowledge base system of a medical institution of the department of pedigree as claimed in claim 1, wherein the system further comprises a exporting module for directly downloading documents authorized by the author in full text or exporting search result documents for users having administrative rights.

8. The system of a knowledge base of a medical institution of the family of science as claimed in claim 1, wherein the personal center module is further configured to view a favorites list, a focus list, a download list, a comments list and a praise list.

9. The system of claim 1, wherein the types of data collected by the outcome collection processing module include at least one of journal articles, conference articles, book monographs, fund projects, case reports, experimental results, guidelines, standards, and patents.

10. The system of claim 1, wherein the academic achievement module performs the statistical analysis of the achievement by at least one of annual hair trends in pediatric hospitals, resource type distribution, journal paper types, paper listing distribution, research topic distribution, subordinate institution output, researcher output, and paper journal distribution.