CN116595035A - Dynamic document collection management method and intelligent bookshelf system - Google Patents
Dynamic document collection management method and intelligent bookshelf system Download PDFInfo
- Publication number
- CN116595035A CN116595035A CN202310606194.9A CN202310606194A CN116595035A CN 116595035 A CN116595035 A CN 116595035A CN 202310606194 A CN202310606194 A CN 202310606194A CN 116595035 A CN116595035 A CN 116595035A
- Authority
- CN
- China
- Prior art keywords
- book
- information
- management
- books
- list
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000007726 management method Methods 0.000 title claims abstract description 130
- 238000000034 method Methods 0.000 claims abstract description 36
- 238000013523 data management Methods 0.000 claims abstract description 12
- 238000007405 data analysis Methods 0.000 claims abstract description 10
- 230000008569 process Effects 0.000 claims description 21
- 238000004422 calculation algorithm Methods 0.000 claims description 14
- 239000000463 material Substances 0.000 claims description 12
- 238000012544 monitoring process Methods 0.000 claims description 12
- 230000004044 response Effects 0.000 claims description 9
- 238000012545 processing Methods 0.000 claims description 6
- 238000004458 analytical method Methods 0.000 claims description 5
- 230000003993 interaction Effects 0.000 claims description 4
- 238000005516 engineering process Methods 0.000 claims description 2
- 238000010586 diagram Methods 0.000 description 10
- 230000009286 beneficial effect Effects 0.000 description 9
- 230000004927 fusion Effects 0.000 description 5
- 238000004364 calculation method Methods 0.000 description 3
- 238000004891 communication Methods 0.000 description 3
- 230000007246 mechanism Effects 0.000 description 3
- 239000000047 product Substances 0.000 description 3
- 239000002699 waste material Substances 0.000 description 3
- 230000005540 biological transmission Effects 0.000 description 2
- 230000008278 dynamic mechanism Effects 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 239000013589 supplement Substances 0.000 description 2
- 206010063385 Intellectualisation Diseases 0.000 description 1
- 238000009825 accumulation Methods 0.000 description 1
- 230000004075 alteration Effects 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 238000013439 planning Methods 0.000 description 1
- 238000007619 statistical method Methods 0.000 description 1
- 230000001502 supplementing effect Effects 0.000 description 1
- 238000012549 training Methods 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
- 238000012384 transportation and delivery Methods 0.000 description 1
- 230000007306 turnover Effects 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/242—Query formulation
- G06F16/243—Natural language query formulation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2462—Approximate or statistical queries
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/248—Presentation of query results
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Computational Linguistics (AREA)
- Mathematical Physics (AREA)
- Probability & Statistics with Applications (AREA)
- Artificial Intelligence (AREA)
- Fuzzy Systems (AREA)
- Software Systems (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention provides a dynamic document collection management method and an intelligent bookshelf system, wherein the method comprises the following steps: the intelligent bookshelf system and the user terminal collect book information and book positions of a document collection reading area in real time; the intelligent bookshelf system receives keywords input by a user terminal, searches a target book and displays borrowing and retrieving information; the data management system gathers and stores the searching, borrowing and retrieving information of the books, and simultaneously manages all data interfaces of the intelligent bookshelf; and the data analysis system analyzes the books and the borrowing and fetching information to generate utilization information, and obtains the book storage condition, the book utilization condition and the book list of the current document collection and reading area. The method provides a convenient way for quickly searching the information and the position of the book, fully reveals the utilization information in the book, generates a scientific book-taking list and a copy adding list, and provides accurate guidance and management for the document taking of the library.
Description
Technical Field
The invention relates to the technical field of book management and utilization, in particular to a dynamic document collection management method and an intelligent bookshelf system.
Background
The collection dynamic management mechanism is established based on three-line collection, wherein the three-line collection system is one of important classical theories of the librarian, and is based on the 'two eighth rate' of collection utilization proposed by the American library expert R.W. truesovel; according to the theory, three-line reservation is laid out according to the borrowing requirement and borrowing mode of readers, and the law that documents are highly concentrated and relatively scattered in distribution is reflected. The collection dynamic mechanism is a brand-new management mode which utilizes the library and the collection of books more effectively on the basis of carrying out collection, borrowing and reading integration, and the collection dynamic mechanism judges the utilization rate of each book through observation and statistical analysis instead of judging the utilization rate of a certain type of books by experience, thereby realizing the dynamic layout of the collection of books. With the gradual accumulation and continuous growth of paper documents, library collection is rapidly increased, the collection space of books is slightly crowded, a large number of new books cannot be put on shelf in time, and the books put on shelf have no comprehensive and scientific data support and have a continuous expanding trend. How to reasonably plan and effectively distribute and utilize the collection space so as to achieve the optimal configuration of collection, and the dynamic management of collection is an important planning concept for the construction of a library new library.
The intelligent bookshelf is a high-performance real-time management system for in-shelf books, realizes the identification of single-grade articles of the in-shelf books by utilizing an AI camera and an algorithm technology thereof, and can fulfill the functions of monitoring, checking, inquiring and positioning the in-shelf books, counting the in-shelf books, and the like. The intelligent bookshelf system has the characteristics of high detection speed, accurate positioning and the like. Can be applied to the fields of books, files, file management and the like. The library collection books are dynamically adjusted according to borrowing data and demand hot spots collected by the intelligent bookshelf and the online borrowing service; the contemporaneous books only display the copies, so that the number of bookshelf and copies is reduced, the variety of books in the shelf is increased, and the reading seat and service space are increased. The method comprises the steps of obtaining a copy quantity increasing demand list through data analysis and reader feedback, timely supplementing book copies with large reader demand, and providing the book copies through free express delivery to home through library network borrowing services; the intelligent bookshelf system and the external borrowing data analysis result are utilized to transfer books with small borrowing rate to an intelligent bookshelf in time as document guarantee, and external borrowing service can be provided for readers in a net borrowing mode; and a more comprehensive, accurate and convenient book service is provided by using fewer bookshelf placing spaces.
First, application number: CN201310160726.7 discloses an intelligent library system based on the internet of things, which comprises a library robot, an intelligent bookshelf, a reader terminal, a library database and a control system; the library robot comprises a travelling mechanism, a book taking mechanism, a radio frequency device and a shelf structure, and has the functions of automatically managing, replacing manual labor, automatically borrowing, returning, shelf lifting and shelf arranging books to be borrowed and returned, and realizing the rapid and convenient information exchange between the library and the outside; but its function is simple, resulting in lower efficiency of collection management.
Second prior art, application number: CN20110384856. X discloses an intelligent bookshelf management method and system, comprising: acquiring inquiry information of books, and searching book information corresponding to the inquiry information; obtaining the address information of the book according to the corresponding relation between the book information and the address information; and navigating in the library according to the address information of the book. Although the books can be quickly searched and borrowed through the book information in the database of the library and the navigation system, a large amount of time is saved, and the utilization efficiency of the books is improved; however, the update of the information of the books cannot be realized, resulting in the lack of information of the borrowed books.
Third, application number: RU2002103358/09 discloses an information support and collection management software and hardware system based on book publishing comprehensive thematic plan, the contents: for example, a system that may be used to distribute published books across specialized training enterprises to regional and national scales has data based on product availability of warehouse, order processing units, business accounting units, and forwarding units. The new introduction is a book publishing comprehensive topic plan database, a customer address database, a publisher database, which together with a warehouse product supply database constitute a system database, as well as a comprehensive topic plan unit, a customer unit, a first and a second unit in communication with a telecommunication network, an order processing unit, a customer identification unit, a unit for checking whether a product complies with a topic plan and detecting repeated orders, a customer notification unit, a new customer recording unit, a customer property querying unit, an order flow unit, a customer billing unit, a mail service unit, an electronic settlement unit, a communication link, a book library checking unit, a publisher ordering unit, a publisher communication unit, a warehouse ordering unit, a book library automatic control system, a collecting unit, a customer attached form making unit, a forwarding unit, a new book data input unit, a claim unit. Although wholesale trade organizations are improved using comprehensive book catalogues; but has limited functions and limited management functions for book information.
The invention provides a dynamic collection management method for a document, which can realize the functions of checking, searching, borrowing, data statistics and the like of the document and realize the full-flow dynamic management of the document.
Disclosure of Invention
In order to solve the technical problems, the invention provides a dynamic document collection management method, which comprises the following steps:
the intelligent bookshelf system and the user terminal collect book information and book positions of a document collection reading area in real time;
the intelligent bookshelf system receives keywords input by a user terminal, searches a target book and displays borrowing and retrieving information; the data management system gathers and stores the searching, borrowing and retrieving information of the books, and simultaneously manages all data interfaces of the intelligent bookshelf;
and the data analysis system analyzes the book borrowing and fetching information to generate utilization information, and obtains the book storage condition, the book utilization condition and the book list of the current document collection and reading area.
Optionally, the book information includes: book status, book name, book identity, etc.; the book position includes: books are arranged in a certain row, a certain shelf and a certain layer in the bookshelf.
Optionally, the process of collecting book information and book positions by the intelligent bookshelf system comprises the following steps:
the intelligent bookshelf system acquires and processes document information of books through AI images;
the intelligent bookshelf system sends a reading instruction to the user terminal, and the intelligent bookshelf system sends a reading instruction to the user terminal;
the intelligent bookshelf system receives and analyzes the book information to obtain book states, book names and book identity identification information types, and identifies according to different information types to obtain identified book information;
and the intelligent bookshelf system sends the book information of the books at the specific position and after the identification of the bookshelf to the user terminal through the Internet of things for storage.
Optionally, the book picture related book information includes: reading book data for identifying books and multimedia CD data.
Optionally, the process of generating the in-shelf book list by the user terminal according to the specific position of the book on the bookshelf and the identified book information comprises the following steps:
Reading book identity marks from the identified book information, taking the book identity marks as indexes to obtain book information of each book, taking book names as main index information, and taking book states, book identity marks, writing and reading book materials for many times as auxiliary index information;
obtaining a catalog of books according to the master index information and the slave index information, wherein the catalog comprises a master catalog generated by the master index information and a slave catalog generated by the slave index information; generating a catalog tree from the catalog, and generating a book-in-shelf list consisting of book names, book states, book identity marks, writing and reading book materials for many times from the catalog tree;
the user terminal receives book searching keywords input by a user, groups all keywords of the searched target books, and updates the groups of the searched target books according to the new keywords;
after selecting the target book, the user terminal searches according to the keywords input by the user, generates a candidate search result list, and displays book materials of each search result.
Optionally, the process of searching, displaying borrowing and information fetching of the target book by the intelligent bookshelf system comprises the following steps:
Carrying out multi-level document retrieval according to the keywords through resource retrieval, and displaying retrieval results, wherein the retrieval results comprise book names, book states, book identity marks, and book data written in and read for many times;
displaying past borrowing and fetching information of the book through the book state, marking red if the book is in the borrowed state, and marking no if the book is in the non-borrowed state;
when a user selects a certain book, the position of the book is displayed on the intelligent bookshelf system through an anti-collision algorithm, and the user terminal reaches a three-dimensional path of the bookshelf;
when the user arrives at the target bookshelf and takes the books, the intelligent bookshelf system updates the borrowing and reading information of the books.
Optionally, the book position is displayed on the intelligent bookshelf system through an anti-collision algorithm, and the method comprises the following steps:
in the reading process of book positions, calculating the response probability of the book bookshelf in a specified time interval;
calculating the book reading efficiency of the intelligent bookshelf system;
and performing differential processing on the expression of the efficiency of reading the book positions of the intelligent bookshelf system, and obtaining the maximum value through operation, so that the maximum value of the efficiency of reading the book positions of the intelligent bookshelf system can be obtained when the number of all book positions is consistent with the data length of book information to be read.
Optionally, the process of the data management system for searching, borrowing and collecting information of the book includes the following steps:
receiving book searching, borrowing and retrieving information sent by a user terminal, and comparing the book searching, borrowing and retrieving information with a book in-shelf list generated by the user terminal to obtain a lost book list and a book popular ranking list;
generating a good book recommendation list, a hot book list, a related book recommendation list, a personalized recommendation list and a resource recommendation list according to the hot ranking list;
and recording the circulation track of the book according to the book searching, borrowing and fetching information, and analyzing the popular types of the book in stages.
The invention provides an intelligent bookshelf system, which comprises:
the book checking module is responsible for generating a book in-shelf list, comparing the borrowed books to generate a lost list and a misplaced book list;
the book searching and borrowing module is responsible for realizing book position searching according to Bluetooth positioning navigation, realizing joint inquiry with an online catalog public inquiry system, and recommending new books and popular books according to searching, borrowing and information feedback;
the data statistics module is responsible for realizing book reading and reading quantity statistics, attention analysis and generation of a book list for taking off shelves;
The system management module is responsible for realizing the initialization management, basic information configuration, book inquiry, reader book inquiry, bookshelf management, book arrangement inquiry, bookshelf state monitoring, user management and authority allocation of the intelligent bookshelf system;
the interface management module is responsible for realizing connection with the intelligent bookshelf system, obtaining a book list, real-time information of the on-shelf literature, searching and fusing cross-library resources and positioning and navigation data fusion.
Optionally, the basic information management includes: user management, department management and personnel management; the basic information configuration includes: user terminal management, device management, area device management, navigation management, device type management and device system setting; the bookshelf management comprises: bookshelf attribute management and bookshelf theme management.
Firstly, an intelligent bookshelf system and a user terminal collect book information and book positions of a document collection reading area in real time; the book information includes: book status, book name, book ID, etc.; the book position includes: a book is arranged in a certain row, a certain shelf and a certain layer of the bookshelf; secondly, the intelligent bookshelf system receives keywords input by the user terminal, searches a target book and displays borrowing and retrieving information; the data management system gathers and stores the searching, borrowing and retrieving information of the books, and simultaneously manages all data interfaces of the intelligent bookshelf; finally, the data analysis system analyzes the books and borrowing and fetching information to generate utilization information, and the book storage condition, the book utilization condition and the book list of the current document collection reading area are obtained; the intelligent bookshelf system realizes acquisition of book information and book positions, provides a convenient way for a user terminal to quickly find the book information and positions, saves the problems of time and labor waste in the past of searching through a computer, and simultaneously realizes quick checking of books; the data management system gathers the searching, borrowing and fetching information of books, so that an administrator can conveniently know the storage condition of the current books in time, and whether the books need to be put on shelf or put off shelf provide reliable reference data; the data analysis system analyzes books and borrowing and fetching information to generate utilization information, so that various results are obtained, intelligent management of books in a literature collection reading area is fully realized, and convenience is realized to the greatest extent; to sum up, not only promoted the intelligent management level of literature collection reading area books through the setting of a plurality of systems, practiced thrift a large amount of workloads of staff moreover, promoted books borrowing personnel's experience simultaneously and felt by a wide margin.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims thereof as well as the appended drawings.
The technical scheme of the invention is further described in detail through the drawings and the embodiments.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate the invention and together with the embodiments of the invention, serve to explain the invention. In the drawings:
FIG. 1 is a flow chart of a dynamic collection management method for documents in embodiment 1 of the present invention;
FIG. 2 is a diagram showing a process of the intelligent bookshelf system according to the embodiment 2 of the present invention for collecting book information and book positions;
FIG. 3 is a diagram showing a process of generating a list of in-shelf books in embodiment 3 of the present invention;
FIG. 4 is a diagram showing the process of finding and displaying borrowing and retrieving information for a target book by the intelligent bookshelf system in embodiment 4 of the present invention;
FIG. 5 is a diagram showing the book position in the intelligent bookshelf system by the anti-collision algorithm in embodiment 5 of the present invention;
FIG. 6 is a diagram showing the process of the data management system in embodiment 6 summarizing the searching, borrowing and retrieving information of books;
FIG. 7 is a block diagram of the intelligent bookshelf system in embodiment 7 of the present application;
FIG. 8 is a block diagram of a system management module in embodiment 8 of the present application;
FIG. 9 is a block diagram of an interface management module in embodiment 9 of the present application;
fig. 10 is a schematic diagram of a dynamic collection management method for documents in embodiment 1 of the present application.
Detailed Description
The preferred embodiments of the present application will be described below with reference to the accompanying drawings, it being understood that the preferred embodiments described herein are for illustration and explanation of the present application only, and are not intended to limit the present application.
The terminology used in the embodiments of the application is for the purpose of describing particular embodiments only and is not intended to be limiting of embodiments of the application. As used in this application and the appended claims, the singular forms "a," "an," and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It should also be understood that the term "and/or" as used herein refers to and encompasses any or all possible combinations of one or more of the associated listed items.
When the following description refers to the accompanying drawings, the same numbers in different drawings refer to the same or similar elements, unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the application. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the application as detailed in the accompanying claims. The specific meaning of the above terms in the present application can be understood by those of ordinary skill in the art according to the specific circumstances.
Example 1: as shown in fig. 1, the embodiment of the invention provides a dynamic collection management method for documents, which comprises the following steps:
s100: the intelligent bookshelf system and the user terminal collect book information and book positions of a document collection reading area in real time; the book information includes: book status, book name, book identity, etc.; the book position includes: a book is arranged in a certain row, a certain shelf and a certain layer of the bookshelf;
s200: the intelligent bookshelf system receives keywords input by a user terminal, searches a target book and displays borrowing and retrieving information; the data management system gathers and stores the searching, borrowing and retrieving information of the books, and simultaneously manages all data interfaces of the intelligent bookshelf;
s300: the data analysis system analyzes the books and borrowing and fetching information to generate utilization information, and obtains book storage conditions, book utilization conditions and book taking lists of the current document collection reading area;
the working principle and beneficial effects of the technical scheme are as follows: in this embodiment (refer to the schematic diagram of fig. 10), firstly, the intelligent bookshelf system and the user terminal collect the book information and book position of the document collection and reading area in real time; the book information includes: book status, book name, book ID, etc.; the book position includes: a book is arranged in a certain row, a certain shelf and a certain layer of the bookshelf; secondly, the intelligent bookshelf system receives keywords input by the user terminal, searches a target book and displays borrowing and retrieving information; the data management system gathers and stores the searching, borrowing and retrieving information of the books, and simultaneously manages all data interfaces of the intelligent bookshelf; finally, the data analysis system analyzes the books and borrowing and fetching information to generate utilization information, and the book storage condition, the book utilization condition and the book list of the current document collection reading area are obtained; the intelligent bookshelf system realizes acquisition of book information and book positions, provides a convenient way for a user terminal to quickly find the book information and positions, saves the problems of time and labor waste in the past of searching through a computer, and simultaneously realizes quick checking of books; the data management system gathers the searching, borrowing and fetching information of books, so that an administrator can conveniently know the storage condition of the current books in time, and whether the books need to be put on shelf or put off shelf provide reliable reference data; the data analysis system analyzes books and borrowing and fetching information to generate utilization information, so that various results are obtained, intelligent management of books in a literature collection reading area is fully realized, and convenience is realized to the greatest extent; in sum, through the arrangement of a plurality of systems, the intelligent management level of books in a document collection reading area is improved, a great amount of workload of staff is saved, and meanwhile, the experience of book borrowing staff is greatly improved; in order to fully reveal utilization information in the library, a scientific library-taking book list and a copy adding list are generated, and accurate guidance and management are provided for library document taking.
Example 2: as shown in fig. 2, based on embodiment 1, the process of collecting book information and book positions by the intelligent bookshelf system provided by the embodiment of the invention comprises the following steps:
s101: the intelligent bookshelf system reads the picture information picture of the book through the AI camera, matches the book information through an algorithm, and comprises: writing and reading book data for many times, and identifying labels of books and multimedia optical disc data;
s102: the intelligent bookshelf system sends response information of identity verification to the user terminal through identity authentication of the book pictures, the user terminal caches the response information, the authentication sends a reading instruction through the intelligent bookshelf system, and the AI camera reads the book information stored in the pictures;
s103: the intelligent bookshelf system receives and analyzes the book information to obtain information categories such as book states, book names, book identity marks and the like, and marks the information according to the information categories to obtain marked book information;
s104: the method comprises the steps that the identified book information is obtained, the specific position of a bookshelf is given according to the book identity, and meanwhile, an intelligent bookshelf system sends the book at the specific position of the bookshelf and the identified book information to a user terminal through the Internet of things for storage;
The working principle and beneficial effects of the technical scheme are as follows: the intelligent bookshelf system reads the picture information of the book through the AI camera, and the picture information is associated with and matched with the book information, and comprises: writing and reading book data for many times, and identifying labels of books and multimedia optical disc data; secondly, performing information interaction between the AI camera and the book picture, performing identity authentication on the book picture by the intelligent bookshelf system, sending response information of the identity authentication to the user terminal, caching by the user terminal, and sending a reading instruction through the intelligent bookshelf system by the authentication, wherein the AI camera is related to the book information of the book picture; then the intelligent bookshelf system receives and analyzes the book information to obtain information categories such as book states, book names, book identity marks and the like, and marks according to the information categories to obtain marked book information; finally, the identified book information is obtained, the specific position of the bookshelf is given according to the book identity, and meanwhile, the intelligent bookshelf system sends the specific position of the bookshelf and the identified book information to the user terminal through the Internet of things for storage; according to the intelligent bookshelf system, the book information is read through the AI camera, so that the convenience of book information reading is improved, the safety is improved, and meanwhile, the book information is conveniently checked by self-reading of a user; the intelligent bookshelf system sends the analyzed book information to the user terminal, so that the information interaction between the intelligent bookshelf system and the user terminal is improved, a user can conveniently search and borrow books through the user terminal, and the book information storage is completed, so that the operation is faster, and the intelligent bookshelf system is very convenient to use.
Example 3: as shown in fig. 3, on the basis of embodiment 2, the process of generating a book-in-shelf list by the user terminal according to the specific position of the book on the bookshelf and the identified book information includes the following steps:
s1041: reading book identity marks from the identified book information, taking the book identity marks as indexes to obtain book information of each book, taking book names as main index information, and taking book states, book identity marks, writing and reading book materials for many times as auxiliary index information;
s1042: obtaining a catalog of books according to the master index information and the slave index information, wherein the catalog comprises a master catalog generated by the master index information and a slave catalog generated by the slave index information; generating a catalog tree from the catalog, and generating a book-in-shelf list consisting of book names, book states, book identity marks, writing and reading book materials for many times from the catalog tree;
s1043: the user terminal receives book searching keywords input by a user, groups all keywords of the searched target books, and updates the groups of the searched target books according to the new keywords;
s1044: after selecting a target book, the user terminal searches according to keywords input by a user, generates a candidate search result list and displays book materials of each search result;
The working principle and beneficial effects of the technical scheme are as follows: firstly, reading book identity marks from the identified book information, taking the book identity marks as indexes to obtain book information of each book, taking book names as main index information, and taking book states, the book identity marks, writing and reading book materials for many times as auxiliary index information; secondly, according to the master index information and the slave index information, acquiring a catalog of the book, wherein the catalog comprises a master catalog generated by the master index information and a slave catalog generated by the slave index information; generating a catalog tree from the catalog, and generating a book-in-shelf list consisting of book names, book states, book identity marks, writing and reading book materials for many times from the catalog tree; then the user terminal receives book searching keywords input by the user, groups all keywords of the searched target books, and updates the groups of the searched target books according to the new keywords; finally, after selecting the target book, the user terminal searches according to the keywords input by the user, generates a candidate search result list, and displays book materials of each search result; according to the scheme, the in-shelf book list is generated according to the image identity, so that the user terminal can conveniently search books through the list, and corresponding books can be searched according to keywords, and the efficiency of searching target books is greatly improved; meanwhile, the list contains various information, so that the user experience is improved; the target books are searched through the keywords, and the keywords not only comprise book names, but also comprise book types, authors and the like, so that the users can search under the condition that the names of the books are not known; after the user searches the target book, similar books are recommended according to the keywords, and a candidate search result list is generated, so that the selection surface of the user is improved, the efficiency of document collection is improved, and the turnover efficiency of books is improved.
Example 4: as shown in fig. 4, on the basis of embodiment 1, the process of searching and displaying borrowing and fetching information for a target book by the intelligent bookshelf system provided by the embodiment of the invention comprises the following steps:
s201: carrying out multi-level document retrieval according to the keywords through resource retrieval, and displaying retrieval results, wherein the retrieval results comprise book names, book states, book identity marks, and book data written in and read for many times;
s202: displaying past borrowing and fetching information of the book through the book state, marking red if the book is in the borrowed state, and marking no if the book is in the non-borrowed state;
s203: when a user selects a certain book, the position of the book is displayed on the intelligent bookshelf system through an anti-collision algorithm, and the user terminal reaches a three-dimensional path of the bookshelf;
s204: when a user arrives at a target bookshelf to take the books, the intelligent bookshelf system updates the borrowing and fetching information of the books;
the working principle and beneficial effects of the technical scheme are as follows: according to the embodiment, firstly, multi-level document retrieval is carried out according to keywords through resource retrieval, a retrieval result is displayed, and the retrieval result comprises book names, book states, book identity marks, and book data which are written in and read for many times; secondly, displaying past borrowing and fetching information of the book through the book state, marking red if the book is in the borrowed state, and marking no if the book is in the non-borrowed state; then when a user selects a certain book, the book position is displayed on the intelligent bookshelf system through an anti-collision algorithm, and the user terminal reaches a three-dimensional path of the bookshelf; finally, when the user arrives at the target bookshelf, the book position with the indicator lights flashes, and when the user takes the book, the intelligent bookshelf system updates the borrowing and fetching information of the book; according to the scheme, through resource retrieval, multi-level document retrieval is carried out according to key words such as a title, an author, a book number, ISBN and the like, and book position inquiry, book positioning, intelligent path prompt and three-dimensional stereoscopic graphic effects are supported; by utilizing the Bluetooth positioning system and the library positioning navigation system, readers can inquire the actual position of the book through the display screen, and meanwhile, librarian can track the conditions of the book in-shelf, misplacing, up-and-down and the like through the background; the function of flashing guided by the indicator lamp can realize accurate positioning to layer guiding of books, and ensure that a user searches books faster; the advanced anti-collision algorithm is adopted, so that the reading success rate is high, the reading success rate of the bookshelf can reach 99.9%, the accurate reading of books with high overlapping degree is supported, and the thickness of the books is supported to be 2mm at the minimum.
Example 5: as shown in fig. 5, on the basis of embodiment 4, the method for displaying book positions in a smart bookshelf system by using an anti-collision algorithm according to the embodiment of the present invention includes the following steps:
s2031: in the reading process of book positions, calculating the probability of response of book positions of the picture of the book in a specified time interval:
wherein y represents the y-th book picture, P represents the number of book positions where all book pictures need to be read, and P represents the number of book positions in the same time interval; q (Q) y Representing the probability of book positions of book pictures responding in a specified time interval;
s2032: calculating the book reading efficiency of the intelligent bookshelf system, wherein the expression is as follows:
T p ＝Q 1 ＝p|1/P||1+1/P| p+1
wherein T is p Representing the efficiency of the intelligent bookshelf system for reading the book position;
s2033: performing differential processing on an expression of the efficiency of reading the book position of the intelligent bookshelf system, and acquiring a maximum value through operation, so that the maximum value of the efficiency of reading the book position of the intelligent bookshelf system can be acquired when the number of all book positions is consistent with the data length of book information to be read;
the working principle and beneficial effects of the technical scheme are as follows: in the embodiment, firstly, in the process of reading the book position, the probability Q of the response of the book position of the y-th book picture in a specified time interval is calculated y The method comprises the steps of carrying out a first treatment on the surface of the Secondly, calculating the book reading position efficiency of the intelligent bookshelf system; finally, carrying out differential processing on an expression of the efficiency of reading the book position of the intelligent bookshelf system, and obtaining a maximum value through operation, so that the maximum value of the efficiency of reading the book position of the intelligent bookshelf system can be obtained when the number of all book positions is consistent with the data length of the book position to be read; according to the scheme, the maximum value is calculated, so that the efficiency of reading the book positions by the intelligent bookshelf system is obtained, the intelligent bookshelf system can reasonably arrange the cache according to the number of the book positions to be read, the reading efficiency of the book positions is effectively improved, and the searching efficiency of the book positions is further improved.
Example 6: as shown in fig. 6, based on embodiment 1, the process of summarizing the searching, borrowing and retrieving information of the book by the data management system provided by the embodiment of the invention includes the following steps:
s205: receiving searching, borrowing and retrieving information of books sent by a user terminal, and comparing the information with a in-shelf book list generated by the user terminal to obtain a lost book list and a hot book ranking list;
s206: generating a good book recommendation list, a hot book list, a related book recommendation list, a personalized recommendation list and a resource recommendation list according to the hot ranking list;
S207: recording a book circulation track according to the searching, borrowing and fetching information of books, and analyzing the popular types of the books in stages;
the working principle and beneficial effects of the technical scheme are as follows: firstly, receiving searching, borrowing and fetching information of books sent by a user terminal, and comparing the information with a book-in-shelf list generated by the user terminal to obtain a lost book list and a hot book ranking list; secondly, generating a good book recommendation list, a popular book list, a related book recommendation list, a personalized recommendation list and a resource recommendation list according to the popular ranking list; recording the circulation track of the book according to the searching, borrowing and fetching information of the book, and analyzing the popular types of the book in stages; the scheme realizes the list of the lost books, automatically searches the lost books, supplements the lost books, and realizes the intellectualization and automation of dynamic collection of documents; the book recommendation sets new books or annual books and the like to the book recommendation, so that readers acquire the latest and most popular book information (set by librarian); the intelligent bookshelf system of the hot book grabs the readers to take and put books, borrows and returns books to record and the like to generate statistical data, generates a hot book report according to the class of books, the time period and the like, and recommends the hot book report to the readers (system generation); the related book recommendation system not only queries the book information according to the condition input by readers, but also recommends books according to the queried book category or author; the personalized recommendation readers swipe cards or scan codes to log in, and the system analyzes the related books of the borrowing habit recommendation category popular books or other works of book authors to give good experience to the readers; recommending the related activity content of the resource recommendation library; the books are popular in a staged analysis mode, so that librarian can adjust the corresponding books, and the reading requirement of readers is met; and analyzing popular books according to statistical reports such as reading, borrowing and returning flow, reservation and the like, providing a more practical book recommendation mode for related staff, and perfecting book acquisition work by combining related channels such as a library online recommendation system, reader access and the like so as to supplement documents required by the library.
Example 7: as shown in fig. 7, the intelligent bookshelf system provided by the embodiment of the invention comprises:
the book checking module is responsible for generating a book in-shelf list, comparing the borrowed books to generate a lost list and a misplaced book list;
the book searching and borrowing module is responsible for realizing book position searching according to Bluetooth positioning navigation, realizing joint inquiry with the online catalog public inquiry system, and recommending new books and popular books according to searching, borrowing and information feedback, so as to achieve the purpose of book borrowing;
the data statistics module is responsible for realizing book reading and reading quantity statistics, attention analysis and generation of a book list for taking off shelves;
the system management module is responsible for realizing the initialization management, basic information configuration, book inquiry, reader book inquiry, bookshelf management, book arrangement inquiry, bookshelf state monitoring, user management and authority allocation of the intelligent bookshelf system; the basic information management includes: user management, department management and personnel management; the basic information configuration includes: user terminal management, device management, area device management, navigation management, device type management and device system setting; the bookshelf management comprises: bookshelf attribute management and bookshelf theme management;
The interface management module is responsible for realizing connection with the intelligent bookshelf system, acquiring a book list, real-time information of on-shelf documents, searching and fusing cross-library resources and fusing Bluetooth positioning and navigation data;
the working principle and beneficial effects of the technical scheme are as follows: the book checking module of the embodiment generates a book in-shelf list, and compares the book out-of-borrow list to generate a lost list and a misplaced book list; the book searching and borrowing module realizes book position searching according to Bluetooth positioning navigation, realizes joint inquiry with an online catalog public inquiry system, and performs new book recommendation and popular book recommendation according to searching, borrowing and borrowing information feedback, so as to achieve the purpose of book borrowing; the data statistics module is used for realizing reading and reading quantity statistics, attention analysis and generation of a book list of the shelf; the system management module realizes the initialization management, basic information configuration, book inquiry, reader book inquiry, bookshelf management, book arrangement inquiry, bookshelf state monitoring, user management and authority allocation of the intelligent bookshelf system; the basic information management includes: user management, department management and personnel management; the basic information configuration includes: user terminal management, device management, area device management, navigation management, device type management and device system setting; the bookshelf management comprises: bookshelf attribute management and bookshelf theme management; the interface management module is connected with the intelligent bookshelf system to acquire a book list, real-time information of the shelf documents, cross-library resource retrieval fusion and Bluetooth positioning navigation data fusion; the scheme provides a convenient way for the user terminal to quickly find the information and the position of the book, saves the problems of time and labor waste in the past of searching through a computer, and simultaneously realizes quick checking of the book; the manager can know the storage condition of the current books in time, and whether the books need to be put on shelf or put off shelf provide reliable reference data or not is facilitated; the intelligent management of books in a document collection reading area is fully realized through the arrangement of a plurality of functional modules, and the maximum convenience is realized; to sum up, not only promoted the intelligent management level of literature collection reading area books through the setting of a plurality of systems, practiced thrift a large amount of workloads of staff moreover, promoted books borrowing personnel's experience simultaneously and felt by a wide margin.
Example 8: as shown in fig. 8, on the basis of embodiment 7, a system management module provided in an embodiment of the present invention includes:
the operating system support module is responsible for realizing the unification of operating interfaces in the initialization and running of the system management module, and the operating interfaces are used for operating initialization management, basic information configuration, book inquiry, reader book inquiry, bookshelf management, book arrangement inquiry, bookshelf state monitoring and user management and authority allocation;
the operation instruction receiving module is in charge of executing an operation instruction of the intelligent bookshelf system through the operation interface, responding to the operation instruction and starting a function corresponding to the operation instruction;
the management parameter calculation module is in charge of running function management parameters according to functions, and running initialization management, basic information configuration, book inquiry, reader book inquiry, bookshelf management, book arrangement inquiry, bookshelf state monitoring and user management and authority allocation according to the function management parameters;
the working principle and beneficial effects of the technical scheme are as follows: the operating system support module of the embodiment realizes the unification of an operating interface in the initialization and the operation of the system management module, and the operating interface is used for operating initialization management, basic information configuration, book inquiry, reader book inquiry, bookshelf management, book arrangement inquiry, bookshelf state monitoring, user management and authority allocation; the operation instruction receiving module executes an operation instruction of the intelligent bookshelf system through the operation interface, responds to the operation instruction, and starts a function corresponding to the operation instruction; the management parameter calculation module operates function management parameters according to functions, and operates initialization management, basic information configuration, book inquiry, reader book inquiry, bookshelf management, book arrangement inquiry, bookshelf state monitoring and user management and authority allocation according to the function management parameters; according to the scheme, by adopting the management parameter calculation module, the realization of different functions of initialization management, basic information configuration, book inquiry, reader book inquiry, bookshelf management, book arrangement inquiry, bookshelf state monitoring, user management and authority allocation is realized, so that the operation efficiency of each functional module is improved on one hand, and the realization of the functions of the modules is ensured under the control of management parameters on the other hand.
Example 9: as shown in fig. 9, on the basis of embodiment 7, an interface management module provided in an embodiment of the present invention includes:
the port setting sub-module is responsible for being connected with the intelligent bookshelf system and receiving book information and book positions from the intelligent bookshelf system;
the information storage sub-module is responsible for caching book information and book positions, confirming corresponding interfaces of the book information and the book positions based on information of a transmission control protocol stream, and transmitting the book information and the book positions to the intelligent bookshelf system;
the monitoring management sub-module is responsible for repackaging the interface from the intelligent bookshelf system according to a unified standard, applying, calling, updating and using the interface according to a preset program, and can archive each editing of the interface;
the working principle and beneficial effects of the technical scheme are as follows: the port setting sub-module of the embodiment is connected with the intelligent bookshelf system and receives book information and book positions from the intelligent bookshelf system; the information storage sub-module caches the book information and the book position, confirms corresponding interfaces of the book information and the book position based on the information of the transmission control protocol stream, and transmits the book information and the book position to the intelligent bookshelf system; the monitoring management sub-module repackages the interface from the intelligent bookshelf system according to a unified standard, applies, calls, updates and uses the interface according to a preset program, and can archive each editing of the interface; according to the scheme, the information storage sub-module is arranged, so that the caching of book information and book positions is realized, a plurality of inquiry and borrowing tasks are guaranteed not to be crowded, the accuracy of the inquiry and borrowing tasks can be improved, the efficiency of book inventory borrowing, real-time information in a rack document, cross-library resource retrieval fusion and Bluetooth positioning navigation data fusion is improved, and the smoothness of interaction between a user terminal and an intelligent bookshelf system can also be improved.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Claims (10)
1. The dynamic collection management method for the documents is characterized by comprising the following steps of:
the intelligent bookshelf system and the user terminal collect book information and book positions of a document collection reading area in real time;
the intelligent bookshelf system receives keywords input by a user terminal, searches a target book and displays borrowing and retrieving information; the data management system gathers and stores the searching, borrowing and retrieving information of the books, and simultaneously manages all data interfaces of the intelligent bookshelf;
and the data analysis system analyzes the book borrowing and fetching information to generate utilization information, and obtains the book storage condition, the book utilization condition and the book list of the current document collection and reading area.
2. The method of claim 1, wherein the book information comprises: book status, book name and book identity; the book position includes: books are arranged in a certain row, a certain shelf and a certain layer in the bookshelf.
3. The method of claim 1, wherein the process of collecting book information and book positions by the intelligent bookshelf system comprises the steps of:
the intelligent bookshelf system reads the picture information of the book (including the book side bar code label or the spine picture information) through the AI camera for identification;
the AI camera performs algorithm interaction with the book pictures, the intelligent bookshelf system performs identity authentication on the book information, sends response information of the identity authentication to the user terminal, the user terminal caches the response information, the authentication sends a reading instruction through the intelligent bookshelf system, and the AI camera and a background algorithm computer analyze book information related to the book pictures;
the intelligent bookshelf system receives and analyzes the book information to obtain book states, book names and book identity identification information types, and identifies according to different information types to obtain identified book information;
and the intelligent bookshelf system sends the book information of the books at the specific position and after the identification of the bookshelf to the user terminal through the Internet of things for storage.
4. A method of dynamic collection management of documents as claimed in claim 3 wherein the book pictures store book information comprising: reading book data for label identification of books and multimedia CD data.
5. A method for dynamic collection management of documents as claimed in claim 3, wherein the process of generating the in-shelf book list by the user terminal according to the specific position of the book on the bookshelf and the identified book information comprises the steps of:
reading book identity marks from the identified book information, taking the book identity marks as indexes to obtain book information of each book, taking book names as main index information, and taking book states, the book identity marks and read book materials as auxiliary index information;
obtaining a catalog of books according to the master index information and the slave index information, wherein the catalog comprises a master catalog generated by the master index information and a slave catalog generated by the slave index information; generating a catalog tree from the catalog, and generating a book-in-shelf list consisting of book names, book states, book identity marks, writing and reading book materials for many times from the catalog tree;
the user terminal receives book searching keywords input by a user, groups all keywords of the searched target books, and updates the groups of the searched target books according to the new keywords;
after selecting the target book, the user terminal searches according to the keywords input by the user, generates a candidate search result list, and displays book materials of each search result.
6. The method of claim 1, wherein the process of searching, displaying borrowing and retrieving information for the target book by the intelligent bookshelf system comprises the following steps:
carrying out multi-level document retrieval according to the keywords through resource retrieval, and displaying retrieval results, wherein the retrieval results comprise book names, book states, book identity marks and book data;
displaying past borrowing and fetching information of the book through the book state, marking red if the book is in the borrowed state, and marking no if the book is in the non-borrowed state;
when a user selects a certain book, the position of the book is displayed on the intelligent bookshelf system through an anti-collision algorithm, and the user terminal reaches a three-dimensional path of the bookshelf;
when the user arrives at the target bookshelf to take the books according to the instruction, the intelligent bookshelf system updates the borrowing and fetching information of the books.
7. The method for dynamic collection management of documents according to claim 6, wherein the step of displaying the book position on the intelligent bookshelf system by AI vision technology and anti-collision algorithm comprises the steps of:
in the reading process of book positions, calculating the probability of response of bookshelf positions of the book pictures in a specified time interval through an image algorithm;
Calculating the book reading efficiency of the intelligent bookshelf system;
and performing differential processing on the expression of the efficiency of reading the book positions of the intelligent bookshelf system, and obtaining the maximum value through operation, so that the maximum value of the efficiency of reading the book positions of the intelligent bookshelf system can be obtained when the number of all book positions is consistent with the data length of book information to be read.
8. The method of claim 1, wherein the process of collecting the information of searching, borrowing and retrieving books by the data management system comprises the following steps:
receiving book searching, borrowing and retrieving information sent by a user terminal, and comparing the book searching, borrowing and retrieving information with a book in-shelf list generated by the user terminal to obtain a lost book list and a book popular ranking list;
generating a good book recommendation list, a hot book list, a related book recommendation list, a personalized recommendation list and a resource recommendation list according to the hot ranking list;
and recording the circulation track of the book according to the book searching, borrowing and fetching information, and analyzing the popular types of the book in stages.
9. An intelligent bookshelf system, comprising:
the book checking module is responsible for generating a book in-shelf list, comparing the borrowed books to generate a lost list and a misplaced book list;
The book searching and borrowing module is responsible for acquiring and updating an AI camera to realize book position searching, realizing joint inquiry with an online catalog public inquiry system, and recommending new books and popular books according to searching, borrowing and information feedback;
the data statistics module is responsible for realizing book reading and reading quantity statistics, attention analysis and generation of a book list for taking off shelves;
the system management module is responsible for realizing the initialization management, basic information configuration, book inquiry, reader book inquiry, bookshelf management, book arrangement inquiry, bookshelf state monitoring, user management and authority allocation of the intelligent bookshelf system;
the interface management module is responsible for realizing connection with the intelligent bookshelf system, acquiring a book list, real-time information of the on-shelf literature, searching and fusing cross-library resources and fusing Bluetooth positioning and navigation data.
10. The intelligent bookshelf system of claim 9, wherein the base information management comprises: user management, department management and personnel management; the basic information configuration includes: user terminal management, device management, area device management, navigation management, device type management and device system setting; the bookshelf management comprises: bookshelf attribute management and bookshelf theme management.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310606194.9A CN116595035A (en) | 2023-05-25 | 2023-05-25 | Dynamic document collection management method and intelligent bookshelf system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310606194.9A CN116595035A (en) | 2023-05-25 | 2023-05-25 | Dynamic document collection management method and intelligent bookshelf system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN116595035A true CN116595035A (en) | 2023-08-15 |
Family
ID=87600527
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202310606194.9A Pending CN116595035A (en) | 2023-05-25 | 2023-05-25 | Dynamic document collection management method and intelligent bookshelf system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN116595035A (en) |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20000054477A (en) * | 2000-06-08 | 2000-09-05 | 이우창 | System and Method for managing open type electronic library |
| CN109118410A (en) * | 2018-08-08 | 2019-01-01 | 华北理工大学 | A kind of Internet of Things intelligent library management method and device |
| CN112990512A (en) * | 2021-03-29 | 2021-06-18 | 苏州乐智永成智能科技有限公司 | Smart library management system based on big data |
| CN115187442A (en) * | 2022-07-12 | 2022-10-14 | 杭州翔毅科技有限公司 | Book management method, device, equipment and storage medium based on AI |
-
2023
- 2023-05-25 CN CN202310606194.9A patent/CN116595035A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20000054477A (en) * | 2000-06-08 | 2000-09-05 | 이우창 | System and Method for managing open type electronic library |
| CN109118410A (en) * | 2018-08-08 | 2019-01-01 | 华北理工大学 | A kind of Internet of Things intelligent library management method and device |
| CN112990512A (en) * | 2021-03-29 | 2021-06-18 | 苏州乐智永成智能科技有限公司 | Smart library management system based on big data |
| CN115187442A (en) * | 2022-07-12 | 2022-10-14 | 杭州翔毅科技有限公司 | Book management method, device, equipment and storage medium based on AI |
Non-Patent Citations (1)
| Title |
|---|
| 于萍;: "无人化智慧图书馆管理系统的研究与设计", 计算机产品与流通, no. 06 * |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US6523044B1 (en) | Collecting, storing, and retrieving knowledge within an organization | |
| CN101395696A (en) | Collaborative structured tagging for item encyclopedias | |
| Kumar et al. | Performance dashboard: Cutting-edge business intelligence and data visualization | |
| CN104933112A (en) | Distributed Internet transaction information storage and processing method | |
| CN114153795B (en) | Method and device for intelligently calling electronic archive, electronic equipment and storage medium | |
| CN103620605A (en) | Organizing search history into collections | |
| CN105431839A (en) | Intelligent internet system with adaptive user interface providing one-step access to knowledge | |
| Demas | Collection development for the electronic library: a conceptual and organizational model | |
| JPH0916677A (en) | Know-how managing device to be used for information retrieval, know-how managing system, interface device, and clipping device | |
| JP6747683B1 (en) | Information processing device, method, and program | |
| US7251622B2 (en) | System and method for searching for information on inventory with virtual warehouses | |
| CN116701771B (en) | Digital library retrieval and resource sharing system based on cloud computing | |
| CN116932632A (en) | Method and system for data asset management and visualization | |
| CN116595035A (en) | Dynamic document collection management method and intelligent bookshelf system | |
| CN114331387A (en) | Cultural relic intelligent integrated service management system | |
| CN108132940B (en) | Application program data extraction method and device | |
| CN112328752B (en) | Course recommendation method and device based on search content, computer equipment and medium | |
| US20180101615A1 (en) | Systems, methods and techniques for customizable domain-based searching | |
| Sun | Research on interest reading recommendation method of intelligent library based on big data technology | |
| CN111460300A (en) | Network content pushing method and device and storage medium | |
| CN113127574A (en) | Service data display method, system, equipment and medium based on knowledge graph | |
| Adhe et al. | Library automation: issues and applications | |
| CN115248831B (en) | Labeling method, labeling device, labeling system, labeling equipment and readable storage medium | |
| KR20130023897A (en) | System, terminal, server, method, recording medium and program providing device for providing phonebook service with qr code | |
| Li et al. | Construction of Mobile Service Platform in University Library |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |