CN109346172A - Evaluation system based on artificial intelligence - Google Patents
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Abstract
The invention proposes a kind of evaluation methods based on artificial intelligence, for evaluating teen-age talent, ability, potential quality, comprising the following steps: S1: in the physical signs and behavioral data of special scenes acquisition target group；S2: quantifying scheduled index, while being classified to scheduled index, constructs large database concept, formulates norm system；S3: based on scheduled index, collected physical signs and behavioral indicator are analyzed by intelligent algorithm, to obtain the inborn potential of target group；S4: formation potential appraisal report provides feasibility guiding opinion.Evaluation method according to the present invention based on artificial intelligence, evaluating result are more scientific, reasonable, effective.
Description
Technical field
The present invention relates to field of artificial intelligence, specifically, more particularly to a kind of evaluation system based on artificial intelligence
System.
Background technique
In the related technology, mainly teen-age talent, ability and potential quality are evaluated using multi-element intelligent evaluation technology.
Multi-element intelligent evaluation technology mainly includes following two major classes: being the subjective testing being directed toward, packet one is detection current development level
Include the methods of scale, questionnaire, observation, interview；It is the objective examination being directed toward, including base that another kind, which is to detect biological intelligence potential,
The methods of cause, brain picture, dermatoglyph, also referred to as physical testing.The evaluation result obtained by first kind evaluation technology often exists following
Insufficient: the fairness of test is not high, test item cannot embody ability, the explanation of evaluating result is unreasonable, assessment subjectivity
Too by force, measures are single, and therefore, the questionnaire measurement method using single self-appraisal formula will appear many drawbacks, can not be comprehensive
Accurately measure out the intelligent distribution range of tester.Often exist by the evaluation result that the second class evaluation technology obtains following
Insufficient: dermatoglyph detection public credibility is insufficient, dermatoglyph and the relationship of gene, intelligence are still still to be tested, testing process is single, excessive concern
Innate factor.
Summary of the invention
The present invention is directed to solve one of above-mentioned technical problem in the prior art at least to a certain extent.
It is dedicated in view of this, the present invention needs to provide one kind by acquiring teen-age physical signs and behavioral data,
And then the psychological potential quality of child is found out, find the evaluation method based on artificial intelligence of the talent of child.
Evaluation method according to an embodiment of the present invention based on artificial intelligence, for teen-age talent, ability, potential quality
It is evaluated, comprising the following steps:
S1: in the physical signs and behavioral data of special scenes acquisition target group；
S2: quantifying scheduled index, while being classified to the desired indicator, constructs large database concept, system
Permanent modular system；
S3: based on the scheduled index, by intelligent algorithm to the collected physical signs and institute
It states behavioral indicator to be analyzed, to obtain the inborn potential of the target group；
S4: formation potential appraisal report provides feasibility guiding opinion.
The evaluation method based on artificial intelligence of embodiment according to the present invention, using the Theory of Multiple Intelligences of Gardner as base
Plinth, by means of intelligent algorithm and big data analysis technology, it is teen-age to carry out automatic Prediction based on scheduled index
Talent, ability and potential quality form Potential Analysis assessment report, it is possible, firstly, to which artificial intelligence technology, big data analysis technology are answered
Scientific and normal norm dynamical system is formulated by collected big-sample data for the detection of multi-element intelligent, so that assessment
As a result more scientific, reasonable, effective；Secondly, this patent application scenarios are extensive, it is not only limited to school, and children can be arrived
The most popular place of teenager --- amusement park is detected, so that the External Validity enhancing of test, and can be from polygonal
The ability of degree evaluation child, so that assessment is more comprehensive；Again, prior art measures are single, and this patent measures
Diversification is mainly the performance testing being directed toward to track activity trajectory, including measuring the external practical activity with assessment individual
Performance records action trail etc. by instrument and equipment.It is current in the intelligent meter of assessment individual, mode (parent, religion are commented using outer
Teacher, equipment etc.) previous self-appraisal is substituted, so that the objectivity of evaluation system enhances, evaluating result is more accurate.
In addition, the evaluation method according to the above embodiment of the present invention based on artificial intelligence can also have it is following additional
Technical characteristic:
According to one embodiment of present invention, the special scenes include: in school's scene and recreation ground scene at least
One.
According to one embodiment of present invention, the physical signs includes: the heart rate of each individual of the target group, institute
State at least one of blood pressure and the pupil folding and unfolding frequency of each individual of the target group of each individual of target group.
According to one embodiment of present invention, the behavioral data includes: the expression of each individual of the target group, institute
It is each to state the limb action of each individual of target group, the activity frequency of each individual of the target group and the target group
At least one of the proficiency of individual.
According to one embodiment of present invention, the individual proficiency of each of described target group includes: performance, the frequency, speed
Degree and range.
According to one embodiment of present invention, the scheduled index includes: that first class index, two-level index and three-level refer to
Mark, the first class index include: that explore professional superior index, self-recognition occupation superior index, human communication occupation excellent for nature
Gesture index, music occupation superior index, language occupation superior index, logic-mathematics occupation superior index, visuo-spatial occupation
Superior index and body-movement occupation superior index, the two-level index are intelligent element, and the three-level index is predetermined physiology
Index and predefined action data.
According to one embodiment of present invention, the two-level index includes: language intelligence, logic-mathematics intelligence, vision-
Space intelligent, body-sport intellect, explores intelligence, self-recognition intelligence, human communication intelligence at music intelligence naturally.
According to one embodiment of present invention, the predetermined physical signs and predefined action data include: the target person
The preference degree of the individual of group, the liveness of the individual of the target group, the target group individual focus and described
The proficiency of the individual of target group.
Additional aspect and advantage of the invention will be set forth in part in the description, and will partially become from the following description
Obviously, or practice through the invention is recognized.
Detailed description of the invention
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments
Obviously and it is readily appreciated that, in which:
Fig. 1 is the flow chart of the evaluation method based on artificial intelligence of embodiment according to the present invention.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to is used to explain the present invention, and is not considered as limiting the invention.
As shown in Figure 1, the evaluation method based on artificial intelligence of embodiment according to the present invention, for teen-age day
Tax, ability, potential quality are evaluated, comprising the following steps:
S1: in the physical signs and behavioral data of special scenes acquisition target group.It should be noted that according to the present invention
Some embodiments, special scenes described here include: at least one of school's scene and recreation ground scene.
S2: quantifying scheduled index, at the same pair desired indicator be classified, construct large database concept, formulate normal
Modular system, in order to evaluate target group.
S3: based on scheduled index, by intelligent algorithm to collected physical signs and behavioral indicator into
Row analysis, to obtain the inborn potential of the target group, it is to be understood that it is above-mentioned talent potential include talent, ability and
Potential quality.
S4: formation potential appraisal report provides feasibility guiding opinion.
The evaluation method based on artificial intelligence of embodiment according to the present invention, using the Theory of Multiple Intelligences of Gardner as base
Plinth, by means of intelligent algorithm and big data analysis technology, it is teen-age to carry out automatic Prediction based on scheduled index
Talent, ability and potential quality form Potential Analysis assessment report, it is possible, firstly, to which artificial intelligence technology, big data analysis technology are answered
Scientific and normal norm dynamical system is formulated by collected big-sample data for the detection of multi-element intelligent, so that assessment
As a result more scientific, reasonable, effective；Secondly, this patent application scenarios are extensive, it is not only limited to school, and children can be arrived
The most popular place of teenager --- amusement park is detected, so that the External Validity enhancing of test, and can be from polygonal
The ability of degree evaluation child, so that assessment is more comprehensive；Again, prior art measures are single, and this patent measures
Diversification is mainly the performance testing being directed toward to track activity trajectory, including measuring the external practical activity with assessment individual
Performance records action trail etc. by instrument and equipment.It is current in the intelligent meter of assessment individual, mode (parent, religion are commented using outer
Teacher, equipment etc.) previous self-appraisal is substituted, so that the objectivity of evaluation system enhances, evaluating result is more accurate.
According to one embodiment of present invention, physical signs includes: that the heart rate of each individual of target group, target group are every
At least one of the pupil folding and unfolding frequency of each individual of blood pressure and target group of individual.Behavioral data includes: target person
The activity frequency and target of the expression of each individual of group, the limb action of each individual of target group, each individual of target group
At least one of the proficiency of each individual of crowd.Each of target group individual proficiency includes: performance, the frequency, speed
And range.
According to one embodiment of present invention, scheduled index may include: that first class index, two-level index and three-level refer to
Mark, the first class index include: that explore professional superior index, self-recognition occupation superior index, human communication occupation excellent for nature
Gesture index, music occupation superior index, language occupation superior index, logic-mathematics occupation superior index, visuo-spatial occupation
Superior index and body-movement occupation superior index, the two-level index are intelligent element, and the three-level index is predetermined physiology
Index and predefined action data.
Wherein, the present invention represents talent, the energy of child using eight categorles of Gardner as core index (first class index)
Power and potential quality.The corresponding advantage occupation of each intelligence (first class index) are as follows: explore the corresponding occupation of occupation superior index naturally are as follows:
Astronomer, biologist, geologist, archaeologist and Environment Design teacher, the corresponding duty of self-recognition occupation superior index
Industry are as follows: philosopher, politician, thinker and psychologist, the corresponding occupation of human communication occupation superior index are as follows: politician,
Diplomat, leader, psychologist, public relations official and sales force, the corresponding occupation of music occupation superior index are as follows: sing
Family, composer, conductor, music reviewer and adjust stringed-instrument player, the corresponding occupation of language occupation superior index are as follows: writer, speaker,
Reporter, editor, host, teacher, lawyer, announcer, the logic-corresponding occupation of mathematics occupation superior index are as follows: scientist, meeting
Count teacher, statistician, engineer, computer software developer, the corresponding occupation of visuo-spatial occupation superior index are as follows: indoor
Designer, architect, photographer, artist, pilot, the body-corresponding occupation of movement occupation superior index are as follows: sportsman drills
Member, dancer, surgeon, jeweller and machinist.
According to one embodiment of present invention, two-level index includes: language intelligence, logic-mathematics intelligence, visuo-spatial
Intelligence, music intelligence, body-sport intellect explore intelligence, self-recognition intelligence, human communication intelligence naturally.
In order to talent's intelligence of Accurate Prediction child, we have chosen some elements for being best able to represent eight categorles
Group, the key index (two-level index) as measurement.The key index of each categorles is following (8 index of categorles 48):
Language intelligence:
(1) it is good at grasping various language；
(2) memorized linguistic, text category information are easy；
(3) can correct understanding reading material and others if；
(4) it accurately can repeat or report the central idea for hearing, seeing content；
(5) it is good at accurate pet phrase smoothness, clearly expressing the thought of oneself；
(6) it is good at tissue and controls text to be write.
Logic-mathematics intelligence:
(1) the problem of being how to run and play a role about things is asked very much；
(2) think that mathematical formulae is easier to understand than language expression；
(3) it can be carried out reasoning layer by layer when pondering a problem；
(4) sensitive to numerical chracter, it can be carried out complicated calculating；
(5) it is good at finding out the logical relation between things；
(6) like solving logic puzzle, intelligence puzzle.
Visuo-spatial intelligence:
(1) very sensitive to shape, the color of various articles etc.；
(2) discovery picture, the information in chart are easy when reading；
(3) a series of images out can be emerged in brain when understanding the things newly learned；
(4) it can shuttle freely and move ahead in congested in traffic place；
(5) drawing, layout, engraving etc. are good at；
(6) activity liked picture mosaic, walk the visualizations such as labyrinth.
Music intelligence:
(1) it is good at differentiating various sound；
(2) as soon as first new song, as long as listening several all over can groan out；
(3) it speaks, movable rhythmist；
(4) it hears that different songs has many associations, and makes corresponding emotional reactions；
(5) like contacting musical instrument, there is the desire of learning instrument；
(6) emotion that one section of melody expresses oneself can arbitrarily be created.
Body-sport intellect:
(1) thing is learned to like taking action on one's own；
(2) movement or technology newly learned are easily accomplished；
(3) it is good at gesture, the movement of mimicker, study movement is fast；
(4) flexibility, harmony are shown in body movement；
(5) sense of equilibrium, graceful sense are shown in body kinematics；
(6) when exchanging with people, like the thought that oneself is expressed using gesture, expression in the eyes, expression etc..
Naturally intelligence is explored:
(1) sensitive to the composition of natural environment, variation；
(2) like going to the zoo, botanical garden or the museum of natural history；
(3) life habit for understanding them is liked full of curiosity to animal；
(4) if having ready conditions, the sample of some natures is always collected；
(5) like observing animal and plant, and they are classified；
(6) like ground observation, interest is full of to the Nature.
Self-recognition intelligence:
(1) there is clear understanding to the ability of oneself and excellent, disadvantage；
(2) can the summing up experience from the success and failure of oneself or other people, and guide the practice of oneself；
(3) to oneself there is an objective, reasonable evaluation；
(4) mood of oneself can be efficiently controlled；
(5) it can take charge of a department and complete task；
It (6) is always oneself to set new target and be able to achieve.
Human communication intelligence:
(1) it is good at coming into contacts with various people；
(2) there is the friend for being always maintained at connection；
(3) others facial expression and body language can be understood；
(4) method associated with other people can be found；
(5) it is other people company, pours out object；
(6) it is good at holding the role of oneself in different group activities.
According to one embodiment of present invention, predetermined physical signs and predefined action data include: the individual of target group
Preference degree, target group individual liveness, target group individual focus and target group individual it is skilled
Degree.
It should be noted that predetermined physical signs and predefined action index can be from preference degrees, liveness, focus, ripe
White silk degree four dimensions are measured, this four dimensions score summation is intelligent total score.Teenager's score in which intelligent total score
Highest, which is intelligently advantage intelligence.
Intelligent Evaluation system be by it is each intelligently under 6 key indexes physical signs (or behavioral data) clear
To score.Physical signs (or behavioral data) example corresponding to four dimensions is as follows:
Preference degree --- Expression analysis (happiness anger sorrow is feared), limb action (receiving/refusal), the frequency (participating in number of activities)
Deng；
Liveness --- heart rate, blood pressure, limb action, classroom performance (speech/not making a speech/stand up/desk of lying prone/quarrel and fight noisily
Deng), the frequency (participate in number of activities) etc.；
Focus --- Expression analysis, pupil, duration (being engaged in the activity absorbed time) etc.；
Proficiency --- performance (achievement), the frequency (successful number), speed (completing task speed), (memory is wide for range
Degree) etc..Three-level index more than i.e. establishes 8 categorles, 48 indexs.
It should be noted that the overall qualities that the evaluation method of the invention based on artificial intelligence can be applied to school are commented
The overall qualities appraisement system of valence system and amusement park.
Wherein, when overall qualities appraisement system applied to school, this system acquires student each by instrument and equipment
After action trail in intelligency activity, every intelligence is carried out under the standards system of " 8-48 dimensions of index-4 of intelligence " and is commented
Point, and analyzed by intelligent algorithm and formulate norm referenced, the advantage intelligence of student is gone out finally by big data the matching analysis,
To provide children's potential forecast analysis report, this report is not only the feedback of the assessment to student's existing capabilities, even more to future
One of ability development direction is scientific, effective, system guidance, and student is allowed to make full use of the advantage ability of oneself.Always
For body, the instrument and equipment required for this system mainly includes video camera, radar, server etc.；Data analysis aspect,
It then can be carried out scoring to eight pansophies under the Scoring System of " 8-48 dimensions of index-4 of intelligence " to compare, to calculate the excellent of child
Gesture intelligence.
It wherein, is that " overall evaluation system " is answered by this technology invention when overall qualities appraisement system applied to amusement park
For Children's Playground (such as the theme park Fang Te), it is therefore intended that talent, ability, the potential quality of discovery child immediately is child
Growth provides comprehensive culture scheme to son from now on.This system is being played by 5-18 years old children and youth of mobile phone app instant recording
Action trail, emotional state, performance characteristic, activity tendency in activity etc., form big data and summarize platform, carry out artificial intelligence
The potential of child and talent are excavated out by algorithm, form quantization norm index and measure systematization, various dimensions, multi-point are cooked up
The inborn potential quality having with child forms Potential Analysis test and evaluation report, does for child's information technological era from now on and divides comprehensively
Analysis.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.Moreover, particular features, structures, materials, or characteristics described
It may be combined in any suitable manner in any one or more of the embodiments or examples.In addition, without conflicting with each other, this
The technical staff in field can be by the spy of different embodiments or examples described in this specification and different embodiments or examples
Sign is combined.
In addition, term " first ", " second " are used for descriptive purposes only and cannot be understood as indicating or suggesting relative importance
Or implicitly indicate the quantity of indicated technical characteristic.Define " first " as a result, the feature of " second " can be expressed or
Implicitly include at least one this feature.In the description of the present invention, the meaning of " plurality " is at least two, such as two, three
It is a etc., unless otherwise specifically defined.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing custom logic function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discussed suitable
Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, to execute function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system, including the system of processor or other can be held from instruction
The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium ", which can be, any may include, stores, communicates, propagates or pass
Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment
It sets.The more specific example (non-exhaustive list) of computer-readable medium include the following: there is the electricity of one or more wirings
Interconnecting piece (electronic device), portable computer diskette box (magnetic device), random access memory (RAM), read-only memory
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device and portable optic disk is read-only deposits
Reservoir (CDROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other are suitable
Medium, because can then be edited, be interpreted or when necessary with it for example by carrying out optical scanner to paper or other media
His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the invention can be realized with hardware, software, firmware or their combination.Above-mentioned
In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage
Or firmware is realized.Such as, if realized with hardware in another embodiment, following skill well known in the art can be used
Any one of art or their combination are realized: have for data-signal is realized the logic gates of logic function from
Logic circuit is dissipated, the specific integrated circuit with suitable combinational logic gate circuit, programmable gate array (PGA), scene can compile
Journey gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries
It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium
In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, each functional unit in each embodiment of the present invention can integrate in a processing module
It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould
Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..Although having been shown and retouching above
The embodiment of the present invention is stated, it is to be understood that above-described embodiment is exemplary, and should not be understood as to limit of the invention
System, those skilled in the art can be changed above-described embodiment, modify, replace and become within the scope of the invention
Type.
Claims (8)
1. a kind of evaluation method based on artificial intelligence, for evaluating teen-age talent, ability, potential quality, feature
It is, comprising the following steps:
S1: in the physical signs and behavioral data of special scenes acquisition target group；
S2: quantifying scheduled index, while being classified to the desired indicator, constructs large database concept, formulates normal
Modular system；
S3: based on the scheduled index, by intelligent algorithm to the collected physical signs and the row
It is analyzed for index, to obtain the inborn potential of the target group；
S4: formation potential appraisal report provides feasibility guiding opinion.
2. the evaluation method according to claim 1 based on artificial intelligence, which is characterized in that the special scenes include:
At least one of school's scene and recreation ground scene.
3. the evaluation method according to claim 1 based on artificial intelligence, which is characterized in that the physical signs includes:
The heart rate of each individual of target group, the blood pressure of each individual of the target group and the target group it is each individual
At least one of pupil folding and unfolding frequency.
4. the evaluation method according to claim 1 based on artificial intelligence, which is characterized in that the behavioral data includes:
The expression of each individual of target group, the limb action of each individual of the target group, the target group are per each and every one
At least one of the proficiency of the activity frequency of body and each individual of the target group.
5. the evaluation method according to claim 4 based on artificial intelligence, which is characterized in that each of described target group
Individual proficiency includes: performance, the frequency, speed and range.
6. the evaluation method according to claim 1 based on artificial intelligence, which is characterized in that the scheduled index packet
Include: first class index, two-level index and three-level index, the first class index include: that nature explores professional superior index, self-recognition
Professional superior index, human communication occupation superior index, music occupation superior index, language occupation superior index, logic-mathematics
Professional superior index, visuo-spatial occupation superior index and body-movement occupation superior index, the two-level index are intelligence
Element, the three-level index are predetermined physical signs and predefined action data.
7. the evaluation method according to claim 1 based on artificial intelligence, which is characterized in that the two-level index includes:
Language intelligence, logic-mathematics intelligence, visuo-spatial intelligence, music intelligence, body-sport intellect, naturally explore intelligence, self
Understanding intelligence, human communication intelligence.
8. the evaluation method according to claim 1 based on artificial intelligence, which is characterized in that the predetermined physical signs and
Predefined action data include: individual liveness, the mesh of the preference degree of the individual of the target group, the target group
The proficiency of the individual of the focus and target group of the individual of mark crowd.
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| CN111985751A (en) * | 2019-05-23 | 2020-11-24 | 百度在线网络技术（北京）有限公司 | Man-machine chat experience assessment system |
| CN111985751B (en) * | 2019-05-23 | 2023-09-26 | 百度在线网络技术（北京）有限公司 | Human-computer chat experience assessment system |
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