CN116980445B - Full-flow-oriented behavior experiment data acquisition platform - Google Patents
Full-flow-oriented behavior experiment data acquisition platform Download PDFInfo
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Abstract
The invention discloses a behavior experiment data acquisition platform for a whole process, which comprises the following components: the device comprises a development end, a main test end and a tested end; the development end comprises a front end, a rear end and a database; the main test terminal comprises a first registration module, a first login module, an experiment setting module and a data acquisition module; the experiment setting module is used for setting up an online experiment task and setting related parameters for a main test; the data acquisition module is used for recording behavior data generated in the process of completing experimental tasks to be tested; the tested end comprises a second registration module, a second login module and an experiment module; the experimental module is used for entering a tested person and completing related experimental tasks, and the data acquisition module acquires behavior data of the tested person when the experimental tasks are completed through the experimental module. The full-flow-oriented behavior experiment data acquisition platform provided by the invention can conveniently and effectively support multiple people to perform multiple behavior experiments at the same time, and users can freely select time to participate in the experiments on line without installing experiment software.
Description
Technical Field
The invention belongs to the technical field of online platforms for scientific experiments, and particularly relates to a full-flow-oriented behavior experiment data acquisition platform.
Background
Behavior experiments are essentially an exercise for collecting information, and analysis of specific factors and correlations of behaviors is an indispensable part of many researches. The behavior experiment is mainly performed in an offline or online mode, so that the offline behavior experiment is common at present, but is too time-consuming and labor-consuming, needs to be tested in the field, is limited by regions and people, and cannot be performed synchronously in most cases. The online behavior experiment is relatively more time-saving and labor-saving, efficient and convenient. But the realization of the online behavior experiment brings higher requirements for the construction, design and maintenance of the platform. The experimental platform or software on the market is constrained by the terminal, has large functional difference, and cannot effectively realize personalized setting and one-stop management of the experiment.
Disclosure of Invention
The invention provides a full-flow-oriented behavior experiment data acquisition platform which solves the technical problems, and specifically adopts the following technical scheme:
a full-flow oriented behavioral experimental data acquisition platform comprising: the development system comprises a development end and a user end connected to the development end, wherein the user end comprises a plurality of main test ends and a plurality of tested ends;
the development end comprises a front end, a rear end and a database;
The front end is a user interaction page, is an online behavior experiment platform comprising a plurality of online behavior experiment modules, supports main experiment autonomous selection or design experiment scenes, sets parameters and supports the tested participation experiment tasks;
the back end receives the request sent by the front end and carries out corresponding data processing and logic operation so as to ensure safe transmission and efficient processing of data;
the database is used for storing and managing experimental data;
The main test terminal comprises a first registration module, a first login module, an experiment setting module and a data acquisition module;
The first registration module is used for generating a unique account number and an ID (identity) identifier by a remote login platform after the main test is subjected to identity verification registration or user management authentication;
The first login module is used for performing remote online control with the experiment platform in an interaction mode according to the operation authority corresponding to the identity after the main test registration is performed;
the experiment setting module is used for setting up an online experiment task and related parameters for a main test;
the data acquisition module is used for recording behavior data generated in the process of completing experimental tasks to be tested;
the tested end comprises a second registration module, a second login module and an experiment module;
The second registration module is used for generating a unique account number and an ID (identity) identifier by the remote login platform after the identity verification registration or user management authentication to be tested;
The second login module is used for filling in basic information according to the operation authority corresponding to the identity after the tested registration, and establishing a file;
the experimental module is used for entering a tested person and completing related experimental tasks, and the data acquisition module acquires the behavior data of the tested person when the experimental tasks are completed through the experimental module.
Further, the main test end also comprises a data processing module, and the data processing module is used for carrying out data cleaning, data mining, data visualization and data format conversion on the collected data by the main test.
Further, the tested end further comprises an experiment result feedback module, and the experiment result feedback module is used for providing visual analysis results after the individual participation experiment for the tested.
Further, the main test end further comprises a first alternating current feedback module, and the tested end further comprises a second alternating current feedback module;
the first communication feedback module is used for communicating the main test with the tested and carrying out evaluation feedback on the full-flow-oriented behavioral experiment data acquisition platform;
the second communication feedback module is used for the communication between the tested and the main test and the evaluation feedback of the full-flow-oriented behavior experiment data acquisition platform.
Further, the first alternating current feedback module comprises a first storage sub-module and a first uploading sub-module, the second alternating current feedback module comprises a second storage sub-module and a second uploading sub-module, the main test records the tested online experiment process through the first alternating current feedback module and stores the tested online experiment process into the first storage sub-module, the tested online experiment process through the second alternating current feedback module and stores the tested online experiment process into the second storage sub-module, the second uploading sub-module is used for uploading the tested uploading problem, and the first uploading sub-module is used for solving the tested uploading problem through the main test.
Further, the backend includes a server, a network device, and a storage device.
Further, the database comprises a summarizing module and an analyzing module;
the summarizing module is used for summarizing data generated by the behavior experiment;
The analysis module is used for analyzing the data in a preset mode.
Further, the main test end, the tested end and the developing end are all connected to the experiment platform through a B/S architecture mode.
Further, the tested end further comprises a reservation module, and the main tested end further comprises an allocation module;
the reservation module is used for reserving experimental tasks to be tested, and the distribution module is used for distributing and scheduling experimental resources according to the received experimental reservation by the main test.
Further, the main test terminal further comprises a sending module, and the sending module is used for sending corresponding experiment instruction and experiment operation teaching video to the tested terminal by the main test.
The full-flow-oriented behavior experiment data acquisition platform provided by the invention has the beneficial effects that multiple behavior experiments can be conveniently and effectively supported by multiple people at the same time, the user can freely select time to participate in the experiment on line without installing experiment software, the problems of single experiment place, fixed experiment time, limited experiment resources, difficult experiment data storage and the like are solved, and the experiment efficiency and the data quality are effectively improved.
The full-flow-oriented behavior experiment data acquisition platform provided by the invention has the advantages that the coverage is comprehensive, a good integrated environment is created, the behavior experiment design and the data storage analysis can be completed on line, a plurality of tools and software are not needed to be relied on, the workload of main test people is greatly reduced by one-stop on-line management, and the fault tolerance rate and the data quality are improved. By constructing a unified bottom layer architecture, the platform can effectively avoid the additional influence of system or terminal difference, and the uniformity and the effectiveness of the experiment are ensured.
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In order to more clearly illustrate the embodiments of the application or the technical solutions of the prior art, the drawings which are used in the description of the embodiments or the prior art will be briefly described, it being obvious that the drawings in the description below are only some embodiments of the application, and that other drawings can be obtained according to these drawings without inventive faculty for a person skilled in the art.
Fig. 1 is a schematic diagram of a full-flow-oriented behavioral experimental data acquisition platform of the present invention.
Detailed Description
Embodiments of the present application are described in detail below, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to like or similar elements or elements having like or similar functions throughout. The embodiments described below by referring to the drawings are illustrative and intended to explain the present application and should not be construed as limiting the application.
As shown in fig. 1, the full-flow-oriented behavioral experimental data acquisition platform of the present application includes: the system comprises a development end and a user end connected to the development end. The user terminal comprises a plurality of main test terminals and a plurality of tested terminals.
The development end is an administrator port and comprises a front end, a back end and a database. The development end realizes the functions of each component of the user interface through the effective cooperative support of the front end, the back end and the database, and forms a cooperative whole system through real-time interaction and whole process management.
Specifically, the front end is mainly a user interaction page, namely the front end is an online behavior experiment platform comprising various online behavior experiment modules, the main experiment is supported to select or design experiment scenes independently, and parameters are set to meet diversified research requirements. And also supports the experimental task of the test.
The back end is composed of a server, network equipment and storage equipment, and provides stable and reliable support for the front end through various services and algorithms, so that the correct operation of the system is ensured. The main task of the back end is to receive the request sent by the front end and perform corresponding data processing and logic operation, so as to ensure the safe transmission and efficient processing of the data.
The database is used for storing and managing experimental data. Specifically, the database is an important component for managing experimental data to be tested and feedback of results thereof, is responsible for storing and managing the experimental data, and provides a data access interface for other modules to use.
Specifically, the database includes a summary module and an analysis module. The summarizing module is used for summarizing data generated by the behavior experiment. The analysis module is used for analyzing the data in a preset mode. The analysis module comprises common data analysis methods such as descriptive statistics and inferred statistics, and is used for performing small-scale behavioral data pre-analysis and preliminary data mining by main test persons in a simple and rapid manner. The analysis module can also provide a plurality of data analysis tools and algorithms such as advanced machine learning, deep learning and the like, and help the main test to realize further data modeling and analysis.
The main test terminal comprises a first registration module, a first login module, an experiment setting module, a data acquisition module and a data processing module.
The first registration module is used for the remote login platform after the main test is subjected to authentication registration or user management authentication to generate a unique account number and an ID. The first login module is used for performing remote online control with the experiment platform in an interaction mode according to the operation authority corresponding to the identity after the main test registration is performed. The experiment setting module is used for setting up an online experiment task and related parameters for a main test. The data acquisition module is used for recording behavior data generated in the process of completing experimental tasks. The data processing module is used for performing operations such as data cleaning, data mining, data visualization and data format conversion on the collected data through the main test.
The invention provides a function of an online customization experiment interface of a main test, which can drag a button component and a panel component customized in a page by a system, and freely determine the placement position and the presentation form. The process for realizing the functions comprises the following steps: the logical control of the page is built by adopting a JavaScript frame vue.js, and functional modules such as graphics, buttons and the like are packaged into individual assemblies; the page style and the component style are realized through an Element desktop end UI framework; these components are integrated into the online platform HTML website through the vue.
The tested end comprises a second registration module, a second login module, an experiment module and an experiment result feedback module.
The second registration module is used for generating a unique account number and an ID (identity) identifier by the remote login platform after the identity authentication registration or user management authentication to be tested. The second login module is used for filling in basic information according to the operation authority corresponding to the identity after the checked-in book is logged in, and establishing a file. The experimental module is used for entering a tested person and completing related experimental tasks, and the data acquisition module acquires behavior data of the tested person when the experimental tasks are completed through the experimental module. The experiment result feedback module is used for providing visual analysis results after the individuals participate in the experiment for the tested person.
As a preferred implementation manner, the main test terminal further comprises a first alternating current feedback module, and the tested terminal further comprises a second alternating current feedback module. The first communication feedback module is used for communicating the main test with the tested and carrying out evaluation feedback on the behavior experiment data acquisition platform facing the whole flow. The second communication feedback module is used for the communication between the tested and the main test and the evaluation feedback of the behavior experiment data acquisition platform facing the whole process.
Specifically, the first alternating current feedback module comprises a first storage sub-module and a first uploading sub-module, and the second alternating current feedback module comprises a second storage sub-module and a second uploading sub-module. The main test records the tested online experiment process through the first alternating current feedback module and stores the online experiment process into the first storage sub-module. Specifically, the main test records a desktop operation process video of the online behavior experiment of the tested terminal through the first alternating current feedback module, converts the recorded video signal into a digital signal and then sends the digital signal to the first storage sub-module for storage. And the tested on-line experiment process is recorded through the second alternating current feedback module and stored in the second storage sub-module. The second uploading submodule is used for testing uploading problems. The first uploading submodule is used for enabling the main test solution to be tested for uploading the problems.
As a preferred embodiment, the main test end, the tested end and the developing end are all connected to the experiment platform through a B/S architecture mode.
As a preferred embodiment, the tested end further comprises a reservation module, and the main tested end further comprises an allocation module. The reservation module is used for reserving experimental tasks to be tested, and the distribution module is used for distributing and scheduling experimental resources according to the received experimental reservation by the main test.
As a preferred implementation mode, the main test terminal further comprises a sending module, and the sending module is used for sending corresponding experiment instruction and experiment operation teaching video to the tested terminal by the main test. The tested person checks and downloads the experiment instruction issued by the corresponding main test and the experiment operation teaching video to conduct the pre-experiment, and starts to conduct the formal behavior experiment after knowing clearly.
The full-flow-oriented behavior experiment data acquisition platform provides the registration and login functions of the user. The specific implementation scheme is completed through JavaScript codes, a series of operations of a user are fed back to the bottom layer of the system, then data are obtained from intelligent hardware through functions of module packages such as USB, bluetooth and the like of the bottom layer, and after the obtained data are analyzed through Su Weier custom protocols, highchart and various chart plug-ins are used for displaying the obtained data to the user.
The full-flow-oriented behavior experiment data acquisition platform also provides operation storage for users. When the user logs in, the user can see the previous operation information and can modify and delete the past operation. The process for realizing the function is as follows: after the user logs in, the user level is judged through JavaScript logic codes in the HTML page, when the user clicks to view the historical operation information, user data from a background server is obtained remotely through an AJAX technology, and the user data is displayed on the HTML page.
The full-flow-oriented behavior experiment data acquisition platform adopts cloud storage and management of experiment data. The specific implementation scheme is that a MySQL relational database and a memory-based redisnon-relational database are combined for storage, and a request library is used for remotely sending data to a background server system. If the user wants to read the database data, the user can also initiate a network request by calling a request, transmit the network request to a server background system, and feed back the query result to the user side.
The operation steps of the behavior experiment data acquisition platform facing the whole flow are as follows:
step S1: an administrator carries out system configuration on a main test end and a tested end through a development port, respectively sets access rights, and manages a database module of an experiment platform;
Step S2: the main test is subjected to identity verification or user management authentication by a main test terminal, is remotely registered on line and logged in an experiment platform, performs experiment task construction and parameter setting, determines a data storage path, issues experiment instruction and experiment operation teaching video, invites a tested and establishes an exchange sharing channel with the tested;
Step 3, the tested end is subjected to identity verification or user management authentication and then is remotely registered on line and logged into an experiment platform to carry out experiment reservation and participate in experiment tasks, and an exchange sharing channel with a main test is established through a sharing exchange module;
step S4, after the main test receives the tested test appointment, distributing and scheduling test resources such as specific behavior test sequence, test instruction, test time and the like;
And S5, the testees check and download the experiment instruction words and the experiment operation teaching videos which are issued by the corresponding main test to conduct the pre-experiment, and begin to conduct the formal behavior experiment after the testees know clearly. When a formal experiment is tested, the corresponding experimental hardware data acquisition equipment starts to acquire data and transmits the data to the development end database.
Step S6: the main test records the tested online experiment process through the communication feedback module, and sends the experiment record to the storage sub-module for backup storage, and when necessary (if the tested is not aware of how to perform the next operation), the experiment record is adjusted to check the tested experiment progress and give certain online guidance. In addition, the tested exchanges and shares the questions and the feelings encountered in the experiment with the main test through the uploading sub-module of the exchange feedback module, the main test can answer questions online, and meanwhile, the main test and the tested can feed back suggestion of the experiment platform to an administrator through the exchange feedback module;
and S7, after the experiment is finished, the main test checks the final data of the behavior experiment through the data processing module, processes and analyzes the data according to personal needs, and feeds back part of the visualized result to the tested.
The foregoing has shown and described the basic principles, principal features and advantages of the invention. It will be appreciated by persons skilled in the art that the above embodiments are not intended to limit the invention in any way, and that all technical solutions obtained by means of equivalent substitutions or equivalent transformations fall within the scope of the invention.
Claims (10)
1. A behavior experiment data acquisition platform facing to a whole process is characterized by comprising: the development system comprises a development end and a user end connected to the development end, wherein the user end comprises a plurality of main test ends and a plurality of tested ends;
the development end comprises a front end, a rear end and a database;
The front end is an online behavior experiment platform comprising a plurality of online behavior experiment modules, supports the autonomous selection of a main experiment or the design of experiment scenes and the setting of parameters, and supports the participation of the experiment to be tested in experiment tasks;
the back end receives the request sent by the front end and carries out corresponding data processing and logic operation so as to ensure safe transmission and efficient processing of data;
the database is used for storing and managing experimental data;
The main test terminal comprises a first registration module, a first login module, an experiment setting module and a data acquisition module;
The first registration module is used for generating a unique account number and an ID (identity) identifier by a remote login platform after the main test is subjected to identity verification registration or user management authentication;
The first login module is used for performing remote online control with the online behavior experiment platform in an interaction mode according to the operation authority corresponding to the identity after the main test registration is performed;
the experiment setting module is used for setting up an online experiment task and related parameters for a main test;
the data acquisition module is used for recording behavior data generated in the process of completing experimental tasks to be tested;
the tested end comprises a second registration module, a second login module and an experiment module;
The second registration module is used for generating a unique account number and an ID (identity) identifier by the remote login platform after the identity verification registration or user management authentication to be tested;
The second login module is used for filling in basic information according to the operation authority corresponding to the identity after the tested registration, and establishing a file;
the experimental module is used for being tested to enter and complete related experimental tasks.
2. The full-flow oriented behavioral test data collection platform of claim 1,
The main test terminal also comprises a data processing module, wherein the data processing module is used for carrying out data cleaning, data mining, data visualization and data format conversion on the collected data by the main test.
3. The full-flow oriented behavioral test data collection platform of claim 2,
The tested end further comprises an experiment result feedback module, and the experiment result feedback module is used for providing visual analysis results after the individuals participate in the experiment for the tested.
4. The full-flow oriented behavioral test data collection platform of claim 1,
The main test end also comprises a first alternating current feedback module, and the tested end also comprises a second alternating current feedback module;
the first communication feedback module is used for communicating the main test with the tested and carrying out evaluation feedback on the full-flow-oriented behavioral experiment data acquisition platform;
the second communication feedback module is used for the communication between the tested and the main test and the evaluation feedback of the full-flow-oriented behavior experiment data acquisition platform.
5. The full-flow oriented behavioral test data collection platform of claim 4,
The first alternating current feedback module comprises a first storage sub-module and a first uploading sub-module, the second alternating current feedback module comprises a second storage sub-module and a second uploading sub-module, the main test records the tested online experiment process through the first alternating current feedback module and stores the tested online experiment process into the first storage sub-module, the tested online experiment process through the second alternating current feedback module records the online experiment process and stores the tested online experiment process into the second storage sub-module, the second uploading sub-module is used for uploading the tested uploading problem, and the first uploading sub-module is used for solving the tested uploading problem.
6. The full-flow oriented behavioral test data collection platform of claim 1,
The back-end comprises a server, network equipment and storage equipment.
7. The full-flow oriented behavioral test data collection platform of claim 1,
The database comprises a summarizing module and an analyzing module;
the summarizing module is used for summarizing data generated by the behavior experiment;
The analysis module is used for analyzing the data in a preset mode.
8. The full-flow oriented behavioral test data collection platform of claim 1,
The main test end, the tested end and the developing end are all connected to the online behavior experiment platform through a B/S architecture mode.
9. The full-flow oriented behavioral test data collection platform of claim 1,
The tested end further comprises a reservation module, and the main test end further comprises an allocation module;
the reservation module is used for reserving experimental tasks to be tested, and the distribution module is used for distributing and scheduling experimental resources according to the received experimental reservation by the main test.
10. The full-flow oriented behavioral test data collection platform of claim 1,
The main test terminal also comprises a sending module, wherein the sending module is used for sending corresponding experiment instruction and experiment operation teaching video to the tested terminal by the main test.
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| CN111818322A (en) * | 2020-03-31 | 2020-10-23 | 同济大学 | Immersive pedestrian traffic behavior experiment platform and method based on virtual reality technology |
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| CN110364042A (en) * | 2019-06-26 | 2019-10-22 | 北京航空航天大学 | A kind of wireless sensor network experiment teaching system based on cloud experiment porch |
| CN111818322A (en) * | 2020-03-31 | 2020-10-23 | 同济大学 | Immersive pedestrian traffic behavior experiment platform and method based on virtual reality technology |
| CN111477048A (en) * | 2020-05-16 | 2020-07-31 | 安徽商贸职业技术学院 | Online experiment teaching platform and teaching method |
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