CN109242305A - Instructional Design quality evaluating method based on learning behavior - Google Patents

Instructional Design quality evaluating method based on learning behavior Download PDF

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CN109242305A
CN109242305A CN201811026491.1A CN201811026491A CN109242305A CN 109242305 A CN109242305 A CN 109242305A CN 201811026491 A CN201811026491 A CN 201811026491A CN 109242305 A CN109242305 A CN 109242305A
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trifle
learning
course
unit
electrocardiogram
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CN109242305B (en
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朱春雷
江焕勇
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Shenzhen Zhibao Network Technology Co Ltd
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    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • G06Q50/205Education administration or guidance

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Abstract

The invention discloses a kind of Instructional Design quality evaluating method based on learning behavior comprising following steps: S1 obtains the content frame of course from server;S2 obtains study stimulation degree-learning behavior classification chart from server, extracts the study stimulation degree information of each learning behavior;S3 is drawn the course electrocardiogram of the trifle electrocardiogram of each trifle, the unit electrocardiogram of each unit and course respectively by graphical tools, and shown on visual graphical interfaces;S4 calculates trifle, the evaluation index of the Instructional Design quality of unit and course;S5 calculates the health degree value of course, and show on visual graphical interfaces, is evaluated according to health degree value and Instructional Design quality of the course electrocardiogram to course according to preset rules.The beneficial effects of the present invention are the objectivity, the accuracys that improve Instructional Design quality evaluation.

Description

Instructional Design quality evaluating method based on learning behavior
Technical field
The present invention relates to the technical field of network electronic teaching, in particular to a kind of Instructional Design matter based on learning behavior Measure evaluation method.
Background technique
Existing Instructional Design quality is that some evaluation indexes are manually arranged, then artificial qualitative evaluation, typical Method is the five-pointed star course evaluation method of U.S. Instructional Design teacher M.David Merrill, the side of the Instructional Design quality evaluation Method has the following deficiencies:
1, the basis of Instructional Design is " religion " rather than " ".From the point of view of the value delivered according to Instructional Design, Evaluate Instructional Design quality should how be learnt, rather than how teach;
2, lack quantitative evaluation index.Current Instructional Design quality evaluation index is substantially qualitative evaluation, credible Degree is not high, and the personal colors of evaluation are too heavy, leads to the same Instructional Design scheme, and different estimators evaluates widely different;
3, Instructional Design evaluation procedure is too long, and program is complicated, and Course Exercise is caused to lack evaluation feedback.Because being related to artificial Qualitative evaluation, so the organizational process and process of evaluation are very long, current course evaluation is only limitted to a small number of courses, most of to impart knowledge to students Design actually lacks evaluation and feedback.
Summary of the invention
In view of the problems of the existing technology, the main object of the present invention is to provide a kind of teaching based on learning behavior and sets Quality evaluating method is counted, objectivity, the accuracy of Instructional Design quality evaluation are improved.
To achieve the above object, the Instructional Design quality evaluating method proposed by the present invention based on learning behavior comprising Following steps:
S1, obtains the content frame of course from server, and the content frame is equipped with multiple units, packet in each unit It include multiple learning activities in each trifle equipped with multiple trifles;Extract learning behavior information in each learning activities and when Long message;
S2 obtains study stimulation degree-learning behavior classification chart from server, extracts the study stimulation of each learning behavior Spend information;The study stimulation degree refers to the degree of the excited activation of learner's study comprising 1-10 stimulation degree;The study Behavior include read, pay attention to the class viewing, speech is putd question to, big group discussion, panel discussion, self-test assessment, analysis of cases, role playing, Practice practical operation and situation simulation, it is corresponding with 1-10 stimulation degree respectively;
S3, drawn respectively by graphical tools the trifle electrocardiogram of each trifle, the unit electrocardiogram of each unit, with And the course electrocardiogram of course, and show on visual graphical interfaces;Wherein, the trifle electrocardiogram, unit electrocardiogram Abscissa with course electrocardiogram is duration, and ordinate is study stimulation degree;
S4, calculates trifle, the evaluation index of the Instructional Design quality of unit and course, and the evaluation index includes actively Study than, effective learning activities quantity, stimulation degree fluctuating range, learning activities duration rationality;The Active Learning ratio Refer to the ratio of Active Learning time and total duration;Effective learning activities quantity refers to that including at least one be not empty learning stuff Learning activities quantity;The stimulation degree fluctuating range refers to the sum of the stimulation degree difference between adjacent learning activities.
S5 calculates the health degree value of course, and show on visual graphical interfaces according to preset rules; By in health degree value combination step S3 trifle electrocardiogram, unit electrocardiogram, course electrocardiogram is to the Instructional Design quality of course It is evaluated.
Preferably, in the step S3, by the Active Learning of trifle, unit and course than showing trifle electrocardio respectively On figure, unit electrocardiogram and course electrocardiogram.
Specifically, the Active Learning ratio includes that trifle Active Learning ratio, unit Active Learning ratio and course are actively learned Ratio is practised, when the trifle Active Learning is more total with the trifle than the time duration for the learning activities of study stimulation degree >=3 in trifle Long ratio, the unit Active Learning is than the average value of the trifle Active Learning ratio for trifle each in unit, and the course is actively Study is than the average value for the unit Active Learning ratio of each unit in course.
Specifically, the stimulation degree fluctuating range include: trifle stimulation degree fluctuating range, unit stimulation degree fluctuating range with And course stimulation degree fluctuating range, the calculation formula of the trifle stimulation degree fluctuating range are as follows: R=| C1-C2|+|C2-C3| +……+|Cn-1-Cn|, wherein CaIndicate that the study stimulation degree of a-th of learning activities in trifle, the unit stimulation degree fluctuate width Degree is the average value of the trifle stimulation degree fluctuating range of each trifle in unit, and the course stimulation degree fluctuating range is each in course The average value of the unit stimulation degree fluctuating range of unit.
Preferably, the unit electrocardiogram is spliced by the trifle electrocardiogram of each trifle in the unit.
Preferably, the course electrocardiogram is spliced by the unit electrocardiogram of each unit in the course.
Technical solution of the present invention is by classifying to learning behavior according to study stimulation degree, thus according to learning behavior It is corresponding study stimulation degree and learning activities duration come come generate to from trifle, to unit again to the electrocardiogram of course, thus Instructor is allowed to judge the reasonability of Instructional Design according to the electrocardiogram.Meanwhile in conjunction with based on study stimulation degree and The relevant evaluation index that movable duration generates is practised integrally to carry out quantitative evaluation to course, avoids commenting caused by personal evaluation Having differences property of valence, so that the evaluation of Instructional Design quality has more according to property and confidence level.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with The structure shown according to these attached drawings obtains other attached drawings.
Fig. 1 is flow diagram of the invention;
Fig. 2 is the schematic diagram of trifle electrocardiogram;
Fig. 3 is the schematic diagram of course electrocardiogram;
Fig. 4 is the function schematic diagram of learning activities (reading) duration rationality;
The object of the invention is realized, the embodiments will be further described with reference to the accompanying drawings for functional characteristics and advantage.
Specific embodiment
The present invention proposes a kind of Instructional Design quality evaluating method based on learning behavior.
Referring to Fig.1, Fig. 1 is flow diagram of the invention.
As shown in Figure 1, in embodiments of the present invention, which includes the following steps:
S1, obtains the content frame of course from server, and the content frame is equipped with multiple units, packet in each unit It include multiple learning activities in each trifle equipped with multiple trifles;Extract learning behavior information in each learning activities and when Long message.
In step sl, user can modify to course content frame is obtained, and such as increase of customized course is deleted Unit, trifle and the learning activities of course are removed or modify, learning behavior and the duration information of learning activities can also carry out Secondary modification.
S2 obtains study stimulation degree-learning behavior classification chart from server, and the classification chart is as shown in table 1, extracts each The study stimulation degree information of learning behavior.
Learn stimulation degree Learning behavior
10 Situation simulation
9 Practice practical operation
8 Role playing
7 Analysis of cases
6 Self-test assessment
5 Panel discussion
4 Big group discusses
3 Speech is putd question to
2 Pay attention to the class viewing
1 It reads
Table 1
Wherein, study stimulation degree is the degree of the excited activation of learner's study, and numerical value is higher, indicates to learner's Excitement activation is higher.Meanwhile in the present embodiment, the learning behavior that stimulation degree is 3 or more will be learnt and is labeled as Active Learning Behavior will learn the learning behavior that stimulation degree is 1 or 2 and be labeled as student's passive learning behavior.
S3, drawn respectively by graphical tools the trifle electrocardiogram of each trifle, the unit electrocardiogram of each unit, with And the course electrocardiogram of course, and show on visual graphical interfaces;As shown in Fig. 2, Fig. 2 is trifle electrocardiogram, it is One two-dimensional data drawing list, abscissa are the time, and ordinate is study stimulation degree, each learning activities of trifle is in electrocardiogram In be shown as one comprising Active duration and it is movable study stimulation degree value histogram.Unit electrocardiogram and course electrocardiogram Display form it is similar with trifle electrocardiogram, do not repeat herein again.
In the present embodiment, which is data drawing list software for drawing (such as EXCEL), and user can pass through program tune With data drawing list software for drawing come electrocardiogram.Should illustrate when, electrocardiogram is drawn by graphical tools also can be used and is existing Some modes is realized.
In step s3, by the duration and study stimulation degree according to learning activities come in-time generatin trifle electrocardiogram, list First electrocardiogram and course electrocardiogram, with the learning activities intuitively according to the fluctuating range of electrocardiogram to trifle, unit or course The reasonability of design is judged that the fluctuating range of electrocardiogram is bigger for the first time, indicates that learning activities design is better.
In step s3, by the Active Learning of trifle, unit and course than showing trifle electrocardiogram, unit electrocardiogram respectively On course electrocardiogram, in order to directly observe the Active Learning ratio of trifle, unit and course.
In the present embodiment, to improve drawing efficiency, unit electrocardiogram is spelled by the trifle electrocardiogram of each trifle in the unit It connects, course electrocardiogram is spliced by the unit electrocardiogram of each unit in the course.As shown in figure 3, Fig. 3 is course electrocardio Figure, is spliced by the unit electrocardiogram of each unit in course.
S4, calculates trifle, the evaluation index of the Instructional Design quality of unit and course, and the evaluation index includes actively Study than, effective learning activities quantity, stimulation degree fluctuating range, learning activities duration rationality.It should be noted that In the step, all calculating process are realized by computer-internal program.
Active Learning than be mainly used for evaluate Instructional Design in learner be actively engaged in study time it is whether reasonable.The master Ratio of the dynamic study than referring to Active Learning time and total duration comprising trifle Active Learning ratio, unit Active Learning ratio and Course Active Learning ratio, trifle Active Learning are smaller with this than the time duration for the learning activities of study stimulation degree >=3 in trifle Save total duration ratio, average value of the unit Active Learning than the trifle Active Learning ratio for trifle each in unit, course actively Practise the average value than being the unit Active Learning ratio of each unit in course.
Effective learning activities quantity refers to that including at least one be not the quantity of the learning activities of empty learning stuff, is mainly used for The structural whether reasonable of Instructional Design evaluated.By calculating effective learning activities quantity, avoid living in design learning in user Forget or omit to add learning stuff in learning activities in dynamic, to influence commenting for the Instructional Design quality of course entirety Valence.Wherein, learning stuff refers to knowledge picture and text, information form, case, structure chart, video, exercise and question-and-answer problem etc.
Stimulation degree fluctuating range refers to the sum of the stimulation degree difference between adjacent learning activities, and fluctuating range is bigger, then illustrates It is more reasonable to learn movable design in course.The stimulation degree fluctuating range includes trifle stimulation degree fluctuating range, unit stimulation Spend fluctuating range and course stimulation degree fluctuating range.The calculation formula of trifle stimulation degree fluctuating range are as follows: R=| C1-C2|+| C2-C3|+……+|Cn-1-Cn|, wherein CaIndicate the study stimulation degree of a-th of learning activities in trifle.The fluctuation of unit stimulation degree Amplitude is the average value of the trifle stimulation degree fluctuating range of each trifle in unit, and course stimulation degree fluctuating range is each list in course The average value of the unit stimulation degree fluctuating range of member.Stimulation degree fluctuating range is mainly to illustrate the fluctuation of electrocardiogram by data Amplitude allows user more accurately to judge whether the adjacent learning activities design of course is reasonable, when fluctuating range is smaller When, show that the identical probability of study stimulation degree between adjacent learning activities is bigger, i.e., expression learner lives in two study The dynamic state for requiring to keep high participation or passively impart knowledge to students, is unfavorable for the study of learner, as a result, by analysis trifle, The stimulation degree fluctuating range of unit or course can rapidly find out and design unreasonable trifle, for improving.
Learning activities duration rationality is mainly used for judging whether learning activities duration is reasonable, in this implementation In example, the calculating process of learning activities duration rationality is as follows:
S41 obtains the maximum study duration data of various learning behaviors, as shown in table 2;
Learn stimulation degree Learning behavior Maximum time/min
10 Situation simulation 50
9 Practice practical operation 45
8 Role playing 40
7 Analysis of cases 35
6 Self-test assessment 30
5 Panel discussion 25
4 Big group discusses 20
3 Speech is putd question to 15
2 Pay attention to the class viewing 10
1 It reads 5
Table 2
S42, to learn duration t as abscissa, with learning activities duration rationality f (t) for ordinate, setting is when When practising movable a length of learning activities maximum time 60% when, learning activities duration rationality obtain maximum value A;When Learning activities when a length of Active duration maximum value when, learning activities duration rationality is 0;Again with maximum value A point The point at place is vertex, and the longitudinal axis where maximum value A point is symmetry axis, and point when learning where a length of maximum value is right side zero Point makees the parabola that Open Side Down, calculates the parabolical function, using the function as learning activities duration rationality meter Calculate formula.For example, the maximum time of the corresponding learning activities is 5min, then when the behavior property of learning activities is to read With point (3, A) for vertex, using straight line t=3 as symmetry axis, with point (5,0) for right side zero point, a parabola is done, as shown in Figure 4; Then the parabolical function f (t) is solved, it is reasonable to solve the learning activities duration under different Active durations according to f (t) Degree.
In the present embodiment, the learning activities duration rationality of trifle is that the study of each learning activities in the trifle is living The average value of dynamic duration rationality, the learning activities duration rationality of unit are that the study of each trifle in the unit is living The average value of dynamic duration rationality, the learning activities duration rationality of course are that the study of each unit in the course is living The average value of dynamic duration rationality.
S5 calculates the health degree value of course, and show on visual graphical interfaces according to preset rules, As shown in Figure 3;Religion by the trifle electrocardiogram, unit electrocardiogram, course electrocardiogram in health degree value combination step S3 to course Designing quality is learned to be evaluated.It should be noted that in this step, all calculating process pass through computer-internal program To realize.
In the present embodiment, health degree value is by Active Learning ratio, effective learning activities quantity, stimulation degree fluctuating range, This four evaluation indexes of habit activity duration rationality are constituted.
Preset rule are as follows:
A, the learning activities time span accounting of 3 or more stimulation degree should be more than or equal to 70%, account for health degree value Weight is 30%;
B, effective learning activities quantity of trifle is 4 or more, and the weight for accounting for health degree value is 20%;
C, trifle activity stimulation degree fluctuating range should be 8 or 8 or more, and the weight for accounting for health degree value is 30%;
D, the learning activities duration of single stimulation degree must not exceed the maximum time of the learning activities, account for health degree value Weight is 20%;Wherein, the identical successive learning activity of stimulation degree is considered as a learning activities.
To indicate health degree value in the present embodiment convenient for the calculation formula for expressing health degree value with J, indicated actively with P Learning ratio with the effective learning activities quantity of M indicates stimulation degree fluctuating range with R, with Q learning activities duration rationality, Health degree value takes hundred-mark system.The calculation formula of health degree value is as follows:
It should illustrate yes, when P is greater than 0.7, Active Learning ratio is remembered according to default rule according to Active Learning ratio Full marks 30 are scored to divide;Similarly, when effective learning activities quantity is greater than 4, remember that effective learning activities quantity is scored at Full marks 20 divide;When stimulation degree fluctuating range is greater than 8, note stimulation degree fluctuating range is scored at full marks 30 and divides.Above-mentioned calculating is public Formula is the calculation formula of the health degree value of trifle, and the health degree value of unit is that the health degree value of each trifle is averaged in the unit Value, the health degree value of course is the average value of the health degree value of each unit in the course.
Technical solution of the present invention is by classifying to learning behavior according to study stimulation degree, thus according to learning behavior It is corresponding study stimulation degree and learning activities duration come come generate to from trifle, to unit again to the electrocardiogram of course, thus Instructor is allowed to judge the reasonability of Instructional Design according to the electrocardiogram.Meanwhile in conjunction with based on study stimulation degree and The relevant evaluation index that movable duration generates is practised integrally to carry out quantitative evaluation to course, avoids commenting caused by personal evaluation Having differences property of valence, so that the evaluation of Instructional Design quality has more according to property and confidence level.
The above description is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all at this Under the inventive concept of invention, using equivalent transformation made by description of the invention and accompanying drawing content, or directly/it is used in it indirectly He is included in scope of patent protection of the invention relevant technical field.

Claims (6)

1. a kind of Instructional Design quality evaluating method based on learning behavior, which comprises the steps of:
S1 obtains the content frame of course from server, and the content frame is equipped with multiple units, and packet is equipped in each unit Multiple trifles, interior each trifle includes multiple learning activities;Extract learning behavior information in each learning activities with when long letter Breath;
S2 obtains study stimulation degree-learning behavior classification chart from server, extracts the study stimulation degree letter of each learning behavior Breath;The study stimulation degree refers to the degree of the excited activation of learner's study comprising 1-10 stimulation degree;The learning behavior Including reading, paying attention to the class viewing, speech is putd question to, big group discussion, panel discussion, self-test assessment, analysis of cases, role playing, practice Practical operation and situation simulation, it is corresponding with 1-10 stimulation degree respectively;
S3 draws the trifle electrocardiogram of each trifle, the unit electrocardiogram of each unit and class by graphical tools respectively The course electrocardiogram of journey, and show on visual graphical interfaces;Wherein, the trifle electrocardiogram, unit electrocardiogram and class The abscissa of journey electrocardiogram is duration, and ordinate is study stimulation degree;
S4 calculates trifle, the evaluation index of the Instructional Design quality of unit and course, and the evaluation index includes Active Learning Than, effective learning activities quantity, stimulation degree fluctuating range, learning activities duration rationality;The Active Learning ratio refers to master The ratio of dynamic learning time and total duration;Effective learning activities quantity refers to that including at least one be not empty learning stuff Practise movable quantity;The stimulation degree fluctuating range refers to the sum of the stimulation degree difference between adjacent learning activities.
S5 calculates the health degree value of course, and show on visual graphical interfaces according to preset rules;It will be good for Trifle electrocardiogram, unit electrocardiogram, course electrocardiogram in health angle value combination step S3 carry out the Instructional Design quality of course Evaluation.
2. the Instructional Design quality evaluating method based on learning behavior as described in claim 1, which is characterized in that the step In S3, by the Active Learning of trifle, unit and course than showing trifle electrocardiogram, unit electrocardiogram and course electrocardiogram respectively On.
3. the Instructional Design quality evaluating method based on learning behavior as described in claim 1, which is characterized in that the active Study is than including trifle Active Learning ratio, unit Active Learning ratio and course Active Learning ratio, the trifle Active Learning ratio For the time duration and the trifle total duration ratio of the learning activities of study stimulation degree >=3 in trifle, the unit Active Learning Than the average value of the trifle Active Learning ratio for trifle each in unit, the course Active Learning is than the list for each unit in course The average value of first Active Learning ratio.
4. the Instructional Design quality evaluating method based on learning behavior as described in claim 1, which is characterized in that the stimulation Spending fluctuating range includes: trifle stimulation degree fluctuating range, unit stimulation degree fluctuating range and course stimulation degree fluctuating range, institute State the calculation formula of trifle stimulation degree fluctuating range are as follows: R=| C1-C2|+|C2-C3|+……+|Cn-1-Cn|, wherein CaIndicate small The study stimulation degree of a-th of learning activities in section, the unit stimulation degree fluctuating range are the trifle stimulation of each trifle in unit The average value of fluctuating range is spent, the course stimulation degree fluctuating range is the unit stimulation degree fluctuating range of each unit in course Average value.
5. the Instructional Design quality evaluating method based on learning behavior as described in claim 1, which is characterized in that the unit Electrocardiogram is spliced by the trifle electrocardiogram of each trifle in the unit.
6. the Instructional Design quality evaluating method based on learning behavior as described in claim 1, which is characterized in that the course Electrocardiogram is spliced by the unit electrocardiogram of each unit in the course.
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