CN110060185A - A kind of Intelligent Course Scheduling method, device and equipment - Google Patents
A kind of Intelligent Course Scheduling method, device and equipment Download PDFInfo
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Abstract
The embodiment of the invention discloses a kind of Intelligent Course Scheduling method, device and equipment, method includes: classification information needed for collecting row's class；Wherein, the classification information includes student information, teacher's information, school's hardware information；Class mark is divided into fixed part and non-fixed portions；Carry out row's class according to classify situation and the classification information of class target, with realize first curricula-variable, heel row class and dispersion in the week of course, day in concentrate, the equally distributed effect of lesson.The present invention can be under school's existence conditions, utilize informationization technology, teacher, classroom and class hour resource is set to realize optimal combination, it reduces burden and increase efficiency for school, school is helped to adapt to and realize that rapidly the requirement to curriculum system construction and curriculum implement is reformed in college entrance examination, row curricula-variable problem of the school under the class's of walking teaching background is thoroughly solved, the layering class's of walking Web Course Selection-Arrangement is really realized, realizes room schedule, teacher's school timetable, one people of student, one school timetable and course school timetable.
Description
Technical field
The present invention relates to big data technical applications, more particularly to a kind of Intelligent Course Scheduling method, device and equipment.
Background technique
With the gradually implementation of new entrance examination policies, the instructional mode of traditional administrative class " big unification " can no longer meet
The raw needs taken as an elective course, the class's of walking system will become the inevitable choice of teaching organization, regular senior secondary school mode.The class's of walking system refer to subject classroom and
Teacher fixes, and student selects the level class of self-growth to attend class according to oneself ability level and interest hope, different levels
Class, the content of courses and degree require different, the difficulty of operation and examination also different teaching method.It is breaching
While the personalized hedge being limited is taken in life as an elective course, the case where administrative class interlocks with teaching class is also resulted in.In this teaching pattern
Under, the complexity of factor and limitation that course arrangement is related to all dramatically increases.Meanwhile school itself classroom resources and teacher provide
The shortage problem in source, also increases many difficulty for row's class.Manual curriculum scheduling is not suitable for the current class's of walking system already.
The class's of walking teaching is especially high to the resource requirement of school, and common senior middle school cannot achieve the big class of walking at all.It is well known that
Any teaching organization forms of school require corresponding teacher, course, classroom resources support.Whether the class of walking teaching after,
Will demand to various resources rise violently, and be unable to satisfy school? apparently not in this way.The class's of walking teaching, is group after all
It knits teaching process to reset existing student's time, space, is recombination to various resources and distributes rationally, it is theoretically existing
There is resource to use enough.In fact, many schools realize the big class's of walking teaching in the case where any resource of no increase, guarantee
Meet whole curricula-variable wishes of student.
Big and small Zou Banpai class manufacturer starts to seize market on the market, but the demand that is connected to of each manufacturer is still not
Product is not polished to the degree which school oneself can arrange enough by enough scale of constructions.Therefore it is badly in need of a kind of method of Intelligent Course Scheduling,
It can to carry out automatic row's class according to the resource of school.
Summary of the invention
A kind of Intelligent Course Scheduling method, device and equipment that the embodiment of the present invention proposes, can be realized student elder generation curricula-variable, school
Heel row class meets the curricula-variable and individual demand of each student.
The embodiment of the invention provides a kind of Intelligent Course Scheduling methods, comprising:
Classification information needed for collecting row's class；Wherein, the classification information includes that student information, teacher's information, school are hard
Part information；
Class mark is divided into fixed part and non-fixed portions；
Row's class is carried out according to class target classification situation and the classification information, to realize first curricula-variable, heel row class and class
Disperse in the week of journey, concentrated in day, the equally distributed effect of lesson.
Preferably, the student information includes students' needs, elective course situation, students' genders ratio, and student's learning level is poor
It is different, student's work and rest rule, the hobby of student.
Preferably, the teacher's information includes at least: teachers ' teaching habit and feature, work of the teacher in predetermined period
Amount, teacher's teaching activities arrangement, personal physical and mental statuse and living condition, the hobby of teacher, the individual needs of teacher.
Preferably, school's hardware information includes: classroom, library, laboratory, the quantity of functional compartments and distribution feelings
The class of walking path and time between condition, various teaching place.
Preferably, the class target fixed part includes common course and activity, the course for needing platoon；Non-fixed portions
Including the class's of walking course.
Preferably, it when carrying out row's class integrated treatment according to class target classification situation and the classification information, determines each
The priority of a element, and comprehensive analysis is carried out according to priority.
It is preferably, described that row's class is carried out according to class target classification situation and the classification information specifically:
Every row's class rule by calculating mutex relation and school in various row's class conditions calculates, and realizes choosing
Class result counts, puts into several classes, row's class settles at one go.
The embodiment of the invention also provides a kind of Intelligent Course Scheduling devices, comprising:
Classification information collector unit, for classification information needed for the row's of collection class；Wherein, the classification information includes student
Information, teacher's information, school's hardware information；
Class mark taxon, for class mark to be divided into fixed part and non-fixed portions；
Row's class unit, for carrying out row's class according to classify situation and the classification information of class target, with realize first curricula-variable,
Disperse in the week of heel row class and course, concentrated in day, the equally distributed effect of lesson.
The embodiment of the invention also provides a kind of Intelligent Course Scheduling equipment, including processor, memory and it is stored in described
In memory and it is configured the computer program executed by the processing, the processor is realized when executing the computer program
Such as above-mentioned Intelligent Course Scheduling method.
Intelligent Course Scheduling method provided in an embodiment of the present invention, using informationization technology, can make under school's existence conditions
Teacher, classroom and class hour resource realize optimal combination, reduce burden and increase efficiency for school, and school is helped to adapt to and realize that rapidly college entrance examination changes
The requirement to curriculum system construction and curriculum implement is removed from office, thoroughly solves row curricula-variable problem of the school under the class's of walking teaching background, very
It is positive to realize the layering class's of walking Web Course Selection-Arrangement, realize room schedule, teacher's school timetable, one people of student, one school timetable and course school timetable.
Detailed description of the invention
In order to illustrate more clearly of technical solution of the present invention, attached drawing needed in embodiment will be made below
Simply introduce, it should be apparent that, the accompanying drawings in the following description is only some embodiments of the present invention, general for this field
For logical technical staff, without creative efforts, it is also possible to obtain other drawings based on these drawings.
Fig. 1 is a kind of flow diagram for Intelligent Course Scheduling method that first embodiment of the invention provides.
Fig. 2 is a kind of Intelligent Course Scheduling apparatus structure schematic diagram that second embodiment of the invention provides.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Referring to Fig. 1, first embodiment of the invention provides a kind of Intelligent Course Scheduling method, comprising:
S101, classification information needed for collecting row's class；Wherein, the classification information includes student information, teacher's information,
School hardware information.
In the present embodiment, the information arranged before the class collects and analyzes it is noted that categorised collection, block analysis, integrated treatment.
Categorised collection, exactly carries out information collection from student-oriented level, hardware view, teacher's level respectively, and some only need to be recorded simply, be had
Need to be then acquired by means of Information Technology Methods.Student information at least should include: students' needs, elective course situation, Xue Shengxing
Other ratio, student's learning level difference, student's work and rest rule, hobby, specific demand of student of student etc..
Since heredity, environment, education and individual subjective efforts degree are different, be constantly present between individual students or mostly or
Few difference, they knowledge experience, capability foundation discussion, family background, hobby, in terms of there is certain
Difference.Harvard University psychologist Gardner (Gardner) thinks that human mind is varied by years of researches, a
Body intelligence is the combination of one kind of multiple abilities.In his view, at least there is nine kinds of intelligence elements: logic/mathematics, language, sound
The combination of pleasure, space, movement, communication, introspection, nature, existence, Different Individual intelligence element results in the individual types of intellect
Difference.Developmental psychology is studies have shown that with advancing age, and body and mind difference such as hobby, property between individual are to spy
Length is more and more obvious.Start to break up in Junior, it is more obvious to senior middle school.It educates no doubt using All-round Development of Students as mesh in China
Mark, but this does not imply that being more not meant to ask each student on every subject to all students all uniform requirements
All equilibration developement or door Men Youxiu.School eduaction should adapt to the individual difference of student, assign each student and select sexual development
Right, guidance and the lively development for promoting student individuality.It can be said that there is no the education " selected ", does not say the education of " individual character ", fill
Its amount is only a kind of " training ", rather than really education.Therefore, the present embodiment in row's class hour, fully considered each
The characteristics of student, enables row's class, curricula-variable preferably to play the characteristic of each student.
The collection of hardware information at least should include: classroom, library, laboratory, functional compartments quantity and distribution situation, no
With between place to operate schools the class of walking path and time etc..
Since the hardware of different schools is different, the hardware information for first collecting each school is needed before the class in row.
Usually, the class's of walking teaching is relatively high to the resource requirement of school.It is well known that any teaching organization forms of school,
Require corresponding teacher, course, classroom resources support.Whether the class of walking teaching after, the demand to various resources will hurricane
Rise, and be unable to satisfy school? apparently not in this way.The class of walking teaching, be after all tissue teaching process to existing student when
Between, space reset, be recombination to various resources and distribute rationally, theoretically existing resource uses enough.
The information of teacher's level collect at least should include: teachers ' teaching habit and feature, teacher some period work
The interest for measuring (teaching and post work), the arrangement of teacher's teaching activities, personal physical and mental statuse and living condition, teacher is liked
Good, teacher individual needs (such as gestation picks child).
Class mark is divided into fixed part and non-fixed portions by S102.
Wherein, the class target fixed part includes common course and activity, the course for needing platoon；Non-fixed portions packet
Include away a class course.
In general, class mark includes required course and elective course, wherein compulsory course pays close attention to the basic science and culture element of student
Matter pursues the basic, comprehensive, systemic of knowledge and skills, integrality, for student General development establish knowledge expertise with
Emotional attitude basis.But with the development of knowledge, knowledge is also constantly handed over while constantly moving towards differentiation, in-depth, refinement
Fork, infiltration, fusion.Continuous differentiation and the integration of knowledge make traditional school curricula be difficult to reflect that the present age of human knowledge achieves,
Lag behind the development of knowledge.The quantity of required course is always limited with content, it is on the depth and broadness of knowledge by certain
Limitation, and elective course can then make up the deficiency of required course, on the one hand it can carry out the content of required course expanding or deep
Change, on the other hand, and can be with the technical ability of Developing Students ', speciality.It extends the type and range of school curricula, makes school curricula
It is vigorous, it is dynamic, enhance the dynamic movement of school curricula and knowledge world.
On the other hand, in the course system that required course rules all the land, teacher is excluded except curriculum development activity, he
Be only existing course implementer, verily, out and out execute textbook intention, in strict accordance with unified religion section
Book, religion ginseng even teaching methods are imparted knowledge to students.And opening up for elective course, teacher is put forward new requirements, new challenge, while being also
The promotion of the career development, craftmanship and quality of instruction of teacher provides more opportunities.It changes the traditional role of teacher
With changeless Functional division, it is desirable that teacher update curriculum consciousness, philisophy of teaching, knowledge essential to grasp curriculum development,
Technology and ability absorb the new results of contemporary knowledge research.Curriculum development exactly is being participated in, Course Exercise is being carried out, implements and comment
During valence, teacher constantly introspects the educational practice of oneself, plays oneself professional autonomy and creation to the maximum extent
Potential plays oneself advantage and speciality, obtains the autonomous growth and sustainable development of profession.
It due to required course quantity, content, is limited in scope, under the pattern that required course rules all the land, it is impossible to which realization is done
The diversification of mode, only elective course are likely to not only have a very big flexibility in subject setting, but also combine in section's purpose
And have very big freedom degree in content expansion.Elective course especially school is according to the condition of place community and school, resource, qualified teachers
The elective course that situation opens up facilitates the diversification of senior secondary course mode, and the final formation of the diversification of curriculum model is respective
Characteristics of Running.Therefore, diversified elective course is opened up, is to form school special feature and the diversified important way of school-running modes
Diameter.
In short, elective course is not the setoff of required course, it is less the dependency of required course, it is an independent course neck
There are oneself unique target, task, advantage and effect in domain, is the mainstay of modern school curricula system, indispensable.I
Must thoroughly break the closing of secondary curriculum structure, ossify, the state of atrophy, reconstruct senior secondary course structure, make required course and choosing
Class mutual supplement with each other's advantages, dynamic equilibrium are repaired, the potential function of various courses is sufficiently discharged, plays the intelligence and wisdom of each student, be
Modern society conveys all types high-quality talents.
S103 carries out row's class according to classify situation and the classification information of class target, with realize first curricula-variable, heel row class with
And disperses in the week of course, concentrated in day, the equally distributed effect of lesson.
In the present embodiment, whether what row's class first had to face is " to support first to select heel row, meet whole elective courses meaning of student
It is willing to, and supports live row's class? " this is all row's class softwares " touchstone ", can sufficiently realize the optimization of the various resources of school
It configures, the scientific and reasonable school timetable convenient for operation and evaluation is discharged, know once examination.
It on the one hand is course offered power in school, it is each that whole course arrangement in 3 years are implemented to each week by school
It.In order to dock with new college entrance examination, section has different arrangements to school curricula in different times, always in a dynamic variation
In, but since class business is nervous, school, which is more likely to synchronize by relatively uniform daily schedule realization, gives a course, opens sufficient class hour,
To construct metastable order in education.It on the other hand is course selection power in student, theoretically each student Ying Youyi opens
Personalized curriculum schedule, such as same subject, some students select " examine ", and some students select " choosing is examined ", of the two
It practises target and requires different, required class hour also different；Meanwhile because there is multiple device for examining meeting, student be can choose not
With test time, the study period of course needs to adjust therewith ... the diversified course of student and class hour demand can be to
School row's class generates significant impact, and school needs to consider when which student's row's how many class given.The set course of this and school
Setting produces conflict, constructs unified order in education with school and contradiction has occurred, also, these conflicts and contradiction is not through
Same teaching phase becomes the matter of utmost importance of layout class business.
In the present embodiment, in schedule aranging, uses computer and carry out automatic curriculum scheduling.The thinking of computer and people are completely not
It is same: to be limited by computing capability, people is combination (being referred to as " combination row's class thinking " for the time being) what is considered row's class hour；And computer
Do not consider to combine, only considers that number (laterally the 22nd row data) are examined in the choosing of each subject, row's class is only examined according to the choosing of each subject
Number (can be described as " thinking of subject row's class "), by calculating the mutex relation of various row's class condition middle school student, along with school
Every row's class rule, by the calculating of over ten billion magnitude, curricula-variable result counts, puts into several classes, row's class, generation school timetable settle at one go.More
Importantly, " thinking of subject row's class " of computer is the optimization collocation to the various resources of school, resource is hardly proposed
It is more to require (except especially extreme curricula-variable data), existing resource is used convenient for school is rationally balanced, realizes to meet and all learn
The class's of walking teaching that business is willing to.
In conclusion Intelligent Course Scheduling method provided in an embodiment of the present invention, can utilize information under school's existence conditions
Change technology makes teacher, classroom and class hour resource realize optimal combination, reduces burden and increase efficiency for school, help school adapts to rapidly with
It realizes that the requirement to curriculum system construction and curriculum implement is reformed in college entrance examination, thoroughly solves row choosing of the school under the class's of walking teaching background
Class problem really realizes the layering class's of walking Web Course Selection-Arrangement, realizes room schedule, teacher's school timetable, one people of student, one school timetable and course school timetable.
The present invention possess stable big data platform, complete policy service system, optimization algorithm leading in the world, flexibly
Comprehensive rule configuration, lasting update iteration, diversified row's Select-Course Mode, the data sheet of various dimensions and analysis, human nature
The user experience of change, the basic data to circulate in real time, perfect data security system.It realizes and is walked based on layering through the invention
The Intelligent campus of new generation of class's Web Course Selection-Arrangement solves the curricula-variable for carrying out Zou Banhou school to be layered away class Web Course Selection-Arrangement as platform base
The problems such as row's class, the class's of walking management and the quality of education are evaluated and tested, realizes big data aggregation, makes the completely new campus under reform in education and teaching
Information ecology.
Referring to Fig. 2, second embodiment of the invention additionally provides a kind of Intelligent Course Scheduling device, comprising:
Classification information collector unit 210, for classification information needed for the row's of collection class；Wherein, the classification information includes
Student information, teacher's information, school's hardware information；
Class mark taxon 220, for class mark to be divided into fixed part and non-fixed portions；
Row's class unit 230 is first selected for carrying out row's class according to class target classification situation and the classification information with realizing
Disperse in the week of class, heel row class and course, concentrated in day, the equally distributed effect of lesson.
Third embodiment of the invention additionally provides a kind of Intelligent Course Scheduling equipment, including processor, memory and is stored in
In the memory and it is configured the computer program executed by the processing, when the processor executes the computer program
Realize such as above-mentioned Intelligent Course Scheduling method.
Fourth embodiment of the invention provides a kind of computer readable storage medium, and the computer readable storage medium includes
The computer program of storage, such as a kind of program of Intelligent Course Scheduling method.Wherein, institute is controlled when the computer program is run
Equipment where stating computer readable storage medium executes a kind of Intelligent Course Scheduling method described in above-mentioned first embodiment.
Illustratively, computer program described in third embodiment of the invention and fourth embodiment can be divided into one
A or multiple modules, one or more of modules are stored in the memory, and are executed by the processor, with complete
At the present invention.One or more of modules can be the series of computation machine program instruction section that can complete specific function, should
Instruction segment is used to describe implementation procedure of the computer program in the realization server apparatus.
Alleged processor can be central processing unit (Central Processing Unit, CPU), can also be it
His general processor, digital signal processor (Digital Signal Processor, DSP), specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor
Deng the processor is the control centre of the knitted fabric flaw fused filtering detection method, utilizes various interfaces and route
Connect a kind of entire various pieces for realizing Intelligent Course Scheduling method.
The memory can be used for storing the computer program and/or module, and the processor is by operation or executes
Computer program in the memory and/or module are stored, and calls the data being stored in memory, realization is based on
The various functions of Intelligent Course Scheduling method.The memory can mainly include storing program area and storage data area, wherein storage journey
It sequence area can application program needed for storage program area, at least one function (such as sound-playing function, text conversion function
Deng) etc.；Storage data area, which can be stored, uses created data (such as audio data, text message data etc.) according to mobile phone
Deng.It can also include nonvolatile memory in addition, memory may include high-speed random access memory, such as hard disk, interior
Deposit, plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card,
Flash card (Flash Card), at least one disk memory, flush memory device or other volatile solid-state parts.
Wherein, if the module for realizing server apparatus is realized in the form of SFU software functional unit and as independent
Product when selling or using, can store in a computer readable storage medium.Based on this understanding, the present invention is real
All or part of the process in existing above-described embodiment method, can also instruct relevant hardware come complete by computer program
At the computer program can be stored in a computer readable storage medium, which holds by processor
When row, it can be achieved that the step of above-mentioned each embodiment of the method.Wherein, the computer program includes computer program code, institute
Stating computer program code can be source code form, object identification code form, executable file or certain intermediate forms etc..It is described
Computer-readable medium may include: any entity or device, recording medium, U that can carry the computer program code
Disk, mobile hard disk, magnetic disk, CD, computer storage, read-only memory (ROM, Read-Only Memory), arbitrary access
Memory (RAM, Random Access Memory), electric carrier signal, telecommunication signal and software distribution medium etc..It needs
It is bright, the content that the computer-readable medium includes can according in jurisdiction make laws and patent practice requirement into
Row increase and decrease appropriate, such as do not include electric load according to legislation and patent practice, computer-readable medium in certain jurisdictions
Wave signal and telecommunication signal.
It should be noted that the apparatus embodiments described above are merely exemplary, wherein described be used as separation unit
The unit of explanation may or may not be physically separated, and component shown as a unit can be or can also be with
It is not physical unit, it can it is in one place, or may be distributed over multiple network units.It can be according to actual
It needs that some or all of the modules therein is selected to achieve the purpose of the solution of this embodiment.In addition, device provided by the invention
In embodiment attached drawing, the connection relationship between module indicate between them have communication connection, specifically can be implemented as one or
A plurality of communication bus or signal wire.Those of ordinary skill in the art are without creative efforts, it can understand
And implement.
The foregoing is only a preferred embodiment of the present invention, but scope of protection of the present invention is not limited thereto,
In the technical scope disclosed by the present invention, any changes or substitutions that can be easily thought of by anyone skilled in the art,
It should be covered by the protection scope of the present invention.Therefore, protection scope of the present invention should be with scope of protection of the claims
Subject to.
Claims (9)
1. a kind of Intelligent Course Scheduling method characterized by comprising
Classification information needed for collecting row's class；Wherein, the classification information includes student information, teacher's information, school's hardware letter
Breath；
Class mark is divided into fixed part and non-fixed portions；
Row's class is carried out according to class target classification situation and the classification information, to realize first curricula-variable, heel row class and course
Disperse in all, concentrated in day, the equally distributed effect of lesson.
2. Intelligent Course Scheduling method according to claim 1, which is characterized in that the student information includes students' needs, choosing
Section's situation, students' genders ratio, student's learning level difference, student's work and rest rule, the hobby of student.
3. Intelligent Course Scheduling method according to claim 1, which is characterized in that the teacher's information includes at least: Jiao Shijiao
Study is used to and feature, workload of the teacher in predetermined period, teacher's teaching activities arrangement, personal physical and mental statuse and living condition,
The hobby of teacher, the individual needs of teacher.
4. Intelligent Course Scheduling method according to claim 1, which is characterized in that school's hardware information includes: classroom, figure
The class of walking path and time between book shop, laboratory, the quantity of functional compartments and distribution situation, various teaching place.
5. Intelligent Course Scheduling method according to claim 1, which is characterized in that the class target fixed part includes public course
Journey and activity, the course for needing platoon；Non-fixed portions include the class's of walking course.
6. Intelligent Course Scheduling method according to claim 1, which is characterized in that classify situation and described according to class target
When classification information carries out row's class integrated treatment, the priority of each element is determined, and comprehensive analysis is carried out according to priority.
7. Intelligent Course Scheduling method according to claim 6, which is characterized in that described according to class target classification situation and institute
It states classification information and carries out row's class specifically:
Every row's class rule by calculating mutex relation and school in various row's class conditions calculates, and realizes curricula-variable knot
Fruit counts, puts into several classes, row's class settles at one go.
8. a kind of Intelligent Course Scheduling device characterized by comprising
Classification information collector unit, for classification information needed for the row's of collection class；Wherein, the classification information includes student's letter
Breath, teacher's information, school's hardware information；
Class mark taxon, for class mark to be divided into fixed part and non-fixed portions；
Row's class unit, for carrying out row's class according to class target classification situation and the classification information, to realize first curricula-variable, heel row
Disperse in the week of class and course, concentrated in day, the equally distributed effect of lesson.
9. a kind of Intelligent Course Scheduling equipment, which is characterized in that including processor, memory and storage in the memory and by
The computer program that configuration is executed by the processing, the processor realize such as claim 1 when executing the computer program
To 7 described in any item Intelligent Course Scheduling methods.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111079976A (en) * | 2019-11-15 | 2020-04-28 | 珠海丰实科技有限责任公司 | Course arrangement method based on improved simulated annealing and hill climbing algorithm mixed search |
| CN114493289A (en) * | 2022-01-27 | 2022-05-13 | 北京碧云数创科技有限公司 | Course list generation method and device |
| CN116957874A (en) * | 2023-09-21 | 2023-10-27 | 湖南强智科技发展有限公司 | Intelligent automatic course arrangement method, system and equipment for universities and storage medium |
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| CN105139310A (en) * | 2015-06-26 | 2015-12-09 | 苏州点通教育科技有限公司 | Intelligent course scheduling system and method |
| CN107730412A (en) * | 2017-09-15 | 2018-02-23 | 魏勇 | A kind of tutoring system based on Complete Credit System, server and storage medium |
| CN109615569A (en) * | 2018-12-12 | 2019-04-12 | 六选三科技(北京)有限公司 | A kind of automatic curriculum scheduling method and system |
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| CN105139310A (en) * | 2015-06-26 | 2015-12-09 | 苏州点通教育科技有限公司 | Intelligent course scheduling system and method |
| CN107730412A (en) * | 2017-09-15 | 2018-02-23 | 魏勇 | A kind of tutoring system based on Complete Credit System, server and storage medium |
| CN109615569A (en) * | 2018-12-12 | 2019-04-12 | 六选三科技(北京)有限公司 | A kind of automatic curriculum scheduling method and system |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111079976A (en) * | 2019-11-15 | 2020-04-28 | 珠海丰实科技有限责任公司 | Course arrangement method based on improved simulated annealing and hill climbing algorithm mixed search |
| CN111079976B (en) * | 2019-11-15 | 2023-09-01 | 珠海丰实科技有限责任公司 | Lesson arranging method based on improved simulated annealing and hill climbing algorithm mixed search |
| CN114493289A (en) * | 2022-01-27 | 2022-05-13 | 北京碧云数创科技有限公司 | Course list generation method and device |
| CN116957874A (en) * | 2023-09-21 | 2023-10-27 | 湖南强智科技发展有限公司 | Intelligent automatic course arrangement method, system and equipment for universities and storage medium |
| CN116957874B (en) * | 2023-09-21 | 2023-12-15 | 湖南强智科技发展有限公司 | Intelligent automatic course arrangement method, system and equipment for universities and storage medium |
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| CN110060185B (en) | 2021-06-04 |
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