CN117422492A - Market investigation system based on internet data service - Google Patents
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Abstract
The invention discloses a market investigation system based on internet data service, which relates to the field of market investigation and comprises a market investigation platform, wherein the market investigation platform comprises a user operation module, a database module, a questionnaire generation module, a questionnaire monitoring module, a data preprocessing module and a data analysis module; the questionnaire generation module is used for generating market investigation links; the user operation module is used for acquiring corresponding user information and generating a questionnaire answer link by a user according to the market investigation link; the questionnaire monitoring module acquires answer cases corresponding to the market investigation links; the database module is used for storing user information and market investigation information in the platform; the data preprocessing module is used for judging whether the questionnaire answer link is valid or not according to the user information; the data analysis module acquires an effective market investigation link and a corresponding questionnaire answer link to carry out analysis processing, and generates a corresponding market investigation report; the invention improves the accuracy of market investigation.
Description
Technical Field
The invention relates to the field of market investigation, in particular to a market investigation system based on internet data service.
Background
Market research is a method for collecting and analyzing market data to help businesses or organizations make decisions, and with the continuous development and popularity of internet data services, the manner of market research is also being continuously updated and improved, so as to adapt to the continuously changing market environment; most of traditional market surveys are still carried out in the form of manual paper questionnaires, paper waste is brought by the mode, and the trouble that people cannot conveniently answer paper is also caused in public places; therefore, the electronic market research method is gradually beginning to replace the paper market research method;
however, with the continued occurrence of phishing and cyber security attacks, more and more people are investigating the market of electronic version with the heart of the heart, so that the market investigation of electronic version can only obtain the investigation result of the person in charge, but the market investigation obtained in this way may have an influence on the data; in addition, the analysis results obtained for market research are too single, resulting in insufficient accuracy of the results obtained; therefore, how to improve the effectiveness of market research and the accuracy of data analysis is a problem that we need to solve, and for this reason, market research systems based on internet data services are now provided.
Disclosure of Invention
In order to solve the technical problems, the invention aims to provide a market investigation system based on internet data service.
The aim of the invention can be achieved by the following technical scheme: the market investigation system based on the internet data service comprises a market investigation platform, wherein the market investigation platform comprises a user operation module, a database module, a questionnaire generation module, a questionnaire monitoring module, a data preprocessing module and a data analysis module;
the user operation module is used for acquiring basic information and characteristic information of related users;
the database module is used for storing user information and market investigation information in the platform;
the questionnaire generation module is used for generating market investigation links by corresponding users, wherein the market investigation links comprise verification information corresponding to the characteristic information, and the market investigation links are sent to the questionnaire monitoring module;
the questionnaire monitoring module acquires corresponding market investigation links, displays the corresponding market investigation links, generates corresponding questionnaire answer links by corresponding users through the user operation module, and judges whether market investigation is completed according to the answer users;
the data preprocessing module is used for matching the user characteristic information with verification information in the questionnaire answer links, judging whether the corresponding questionnaire answer links are effective according to the matching result, and sending the effective questionnaire answer links to the data analysis module;
the data analysis module is used for analyzing and processing the valid questionnaire answer links corresponding to the market investigation links and the market investigation information stored in the database module to obtain the corresponding market investigation report.
Further, the process of the user operation module obtaining the related user information and setting the corresponding operation includes:
the user operation module is provided with an information acquisition unit and an operation selection unit;
the information acquisition unit is used for acquiring and using user information in the market investigation platform, wherein the user information comprises two different types of information, and the two different types of information respectively correspond to basic information and characteristic information; the basic information is personal privacy information of a user, and the characteristic information is financial flow information, crowd information and other characteristic information of the user; the method comprises the steps that a time acquisition period is set, characteristic information of a relevant user in the time acquisition period is acquired, and user information corresponding to the user is updated;
the operation selection unit is used for selecting or receiving the corresponding market investigation link by the user, asking and answering the market investigation link, and generating a questionnaire answering link corresponding to the market investigation link.
Further, the process of storing the related information by the database module includes:
the database module is provided with a user information storage unit and a survey information storage unit;
the user information storage unit is used for storing user information, and is provided with a private storage space and a public storage space; the private storage space is used for storing basic information in user information, analyzing and processing the information, and taking encryption measures; the public storage space is used for storing characteristic information in user information and correlating the information with the data preprocessing module;
the survey information storage unit is used for storing the market survey links generated in the market survey platform, and corresponding storage spaces are respectively arranged according to the years of the market survey to store the corresponding market survey links and the corresponding market survey reports.
Further, the process of generating the market investigation link by the questionnaire generating module comprises the following steps:
the questionnaire generating module is provided with a questionnaire generating unit and a questionnaire checking unit;
the questionnaire generating unit is used for inputting relevant questionnaire information by a user, wherein the questionnaire information comprises a questionnaire title, a questionnaire description, a filling instruction, investigation information and a finishing language; the questionnaire generating unit acquires corresponding characteristic information in the public storage space in the database module, generates verification information according to the corresponding characteristic information, generates a corresponding market investigation link by the questionnaire information and the verification information input by a user, and sends the corresponding market investigation link to the questionnaire checking unit;
the questionnaire checking unit is used for acquiring the generated market investigation link and judging whether the link accords with the standard; the method comprises the steps of setting a keyword extraction algorithm, extracting keyword information corresponding to a questionnaire title in questionnaire information and investigation information through the keyword extraction algorithm, acquiring the duty cycle of each keyword information in investigation information, sequencing the duty cycle, acquiring the character quantity in investigation information, setting a sequencing threshold according to the character quantity, judging the keyword information corresponding to the investigation information with the duty cycle sequenced before the sequencing threshold, mutually matching the keyword information in the obtained investigation information with the keyword information in the questionnaire title, and if the matching is successful, checking and transmitting the market investigation link to a questionnaire monitoring module; if the matching fails, the verification is not passed, and the market research link is rejected.
Further, the process of distributing the verified market archive link by the questionnaire monitoring module includes:
the questionnaire monitoring module is provided with a questionnaire browsing unit and a question answering monitoring unit;
the questionnaire browsing unit is provided with a link browsing window which is used for displaying the verified market investigation links, obtaining questionnaire titles of the corresponding market investigation links, and setting titles of the corresponding link browsing windows according to the questionnaire titles; the user obtains the corresponding market investigation link through a questionnaire browsing unit; and sending the questionnaire answer list to an operation selection unit, wherein the operation selection unit sends the questionnaire answer list corresponding to the market investigation link to a data preprocessing module in the process of sending.
Further, the data preprocessing module matches the user characteristic information with verification information in the questionnaire answer links, and the process of judging whether the corresponding questionnaire answer links are effective according to the matching result comprises the following steps:
the data preprocessing module acquires a result corresponding to the verification information in the market investigation link and characteristic information in the corresponding user information in the public storage space, the result in the verification information is matched with the corresponding characteristic information, and if the matching is successful, the verification information is indicated to pass; if the matching fails, the verification message is indicated not to pass; after pretreatment is completed, obtaining the verification passing rate of the questionnaire answer links; the data preprocessing module is provided with a standard verification passing rate, the obtained verification passing rate is compared with the standard verification passing rate, and when the verification passing rate is greater than or equal to the standard verification passing rate, the questionnaire answer link is indicated to be effective; when the verification passing rate is smaller than the standard verification passing rate, indicating that the questionnaire answer link is invalid; and sending the effective questionnaire answer links to a data analysis module.
Further, the process of monitoring the answer process linked by the answer monitoring unit through the market investigation comprises the following steps:
the answer monitoring unit is associated with the data preprocessing module, the number of effective questionnaire answer links in the corresponding market investigation links is obtained, an effective number threshold is set in the answer monitoring unit, when the obtained effective number is larger than the effective number threshold, the characteristic information of the corresponding users of the effective questionnaire answer links is obtained, all the users are classified according to the characteristic information, and the number occupation ratio of each classification result is obtained; obtaining the error of the number of people of each classification result, wherein an error threshold value is set, comparing the obtained error with the error threshold value, and continuing answering when the error is larger than the error threshold value; and when the error is smaller than or equal to the error threshold, completing corresponding answering, exiting the corresponding link browsing window from the market research link, and sending the corresponding link browsing window to the data analysis module.
Further, the data analysis module analyzes and processes the market investigation link and the valid questionnaire answer link corresponding to the market investigation link, and the process of obtaining the corresponding market investigation result report comprises the following steps:
the data analysis module is provided with a transverse analysis unit and a vertical analysis unit:
the transverse analysis unit analyzes and processes corresponding results in the valid questionnaire answer links corresponding to each market investigation link; classifying answers corresponding to investigation information in the questionnaire answer links, and generating a transverse investigation report according to classification results;
the vertical analysis unit acquires a market investigation link which is stored in the database module and is related to corresponding investigation information in the market investigation link, acquires the change trend of a corresponding problem result in the investigation information according to the year information of the market investigation link, and acquires a vertical investigation report according to the acquired change trend;
and the data analysis module integrates the obtained transverse survey report and the obtained vertical survey report, generates a market survey report corresponding to the corresponding market survey link, sends the obtained result to the corresponding user and the database module, and stores the result by the database module.
Compared with the prior art, the invention has the beneficial effects that:
1. corresponding verification information is set for the market investigation link, the attitude of an answer to the answer in the process of answering is judged according to the verification passing rate of the verification information, and whether the answer is effective or not is judged, so that the authenticity of market investigation data sources is improved to a certain extent;
2. by checking the market investigation link, whether the corresponding market investigation link is effective or not is judged, and misleading information of a interviewee caused by inconsistent investigation information corresponding to the interviewee and a theme of the interviewee is avoided, so that the obtained investigation result is inaccurate.
Drawings
Fig. 1 is a schematic diagram of a market research system based on an internet data service according to an embodiment of the present application.
Detailed Description
As shown in fig. 1, the market research system based on the internet data service comprises a market research platform, wherein the market research platform comprises a user operation module, a database module, a questionnaire generation module, a questionnaire monitoring module, a data preprocessing module and a data analysis module.
The user operation module is used for acquiring basic information and characteristic information of related users, and setting corresponding operation processes comprise:
the user operation module is provided with an information acquisition unit and an operation selection unit;
the information acquisition unit is used for acquiring and using user information in the market investigation platform, wherein the user information comprises two different types of information, and the two different types of information respectively correspond to basic information and characteristic information; the basic information is personal privacy information of a user, and the characteristic information is financial flow information, crowd information and other characteristic information of the user; the method comprises the steps that a time acquisition period is set, characteristic information of a relevant user in the time acquisition period is acquired, and user information corresponding to the user is updated;
the operation selection unit is used for selecting or receiving a corresponding market investigation link by a user, asking and answering the market investigation link, and generating a questionnaire answering link corresponding to the market investigation link;
it should be further noted that, in the specific implementation process, the time acquisition period is set to update and acquire the feature information of the user, so that errors are avoided in the process of judging the validity of the answer link of the questionnaire according to the related feature information;
the process of storing the related information by the database module comprises the following steps:
the database module is provided with a user information storage unit and a survey information storage unit;
the user information storage unit is used for storing user information, and is provided with a private storage space and a public storage space; the private storage space is used for storing basic information in user information, analyzing and processing the information, and taking encryption measures; the public storage space is used for storing characteristic information in user information and correlating the information with the data preprocessing module;
the survey information storage unit is used for storing the market survey links generated in the market survey platform, and corresponding storage spaces are respectively arranged according to the years of the market survey to store the corresponding market survey links and the corresponding market survey reports.
The process of generating the market investigation link by the questionnaire generating module comprises the following steps:
the questionnaire generating module is provided with a questionnaire generating unit and a questionnaire checking unit;
the questionnaire generating unit is used for inputting relevant questionnaire information by a user, wherein the questionnaire information comprises a questionnaire title, a questionnaire description, a filling instruction, investigation information and a finishing language; the questionnaire generating unit acquires corresponding characteristic information in the public storage space in the database module, generates verification information according to the corresponding characteristic information, generates a corresponding market investigation link by the questionnaire information and the verification information input by a user, and sends the corresponding market investigation link to the questionnaire checking unit;
it should be further noted that, in the implementation process, the relevant questionnaire information in the questionnaire generating unit includes the following contents:
questionnaire title: the subjects of the market survey are summarized, so that the interviewee has a rough knowledge of the questions to be answered, and the questionnaire titles need to be concisely and briefly focused, and the subjects of the survey must be ordered;
questionnaire description: in the brief description of the beginning of the questionnaire, the investigation meaning, content, selection mode and the like are described, so that the tension and the concern of the interviewee are eliminated;
filling in a guidance: for a questionnaire which needs to be filled by a interviewee, a respondent is informed of how to fill the questionnaire in the questionnaire;
investigation information: the investigation questions and the alternative answers corresponding to the investigation questions are listed item by item step by the investigation design, and the investigation questions and the alternative answers in the questionnaire are subjected to a coding process of unified design through coding, so that the investigation questions and the alternative answers are easy to process and statistically analyze through a computer;
ending language: including close, open, or closed ends, end the relevant questionnaire.
The questionnaire checking unit is used for acquiring the generated market investigation link and judging whether the link accords with the standard; the method comprises the steps of setting a keyword extraction algorithm, extracting keyword information corresponding to a questionnaire title in questionnaire information and investigation information through the keyword extraction algorithm, acquiring the duty cycle of each keyword information in investigation information, sequencing the duty cycle, acquiring the character quantity in investigation information, setting a sequencing threshold according to the character quantity, judging the keyword information corresponding to the investigation information with the duty cycle sequenced before the sequencing threshold, mutually matching the keyword information in the obtained investigation information with the keyword information in the questionnaire title, and if the matching is successful, checking and transmitting the market investigation link to a questionnaire monitoring module; if the matching fails, checking is not passed, and the market investigation link is rejected;
it should be further noted that, in the specific implementation process, in order to improve the quality of the questionnaire survey, not only it is necessary to determine whether the answer link of the questionnaire is valid or not from the perspective of the answering machine, but also the consistency of the investigation information corresponding to the visitor and the subject thereof is required, so as to avoid misleading the visitor according to the title and inaccurate obtained survey results.
The questionnaire monitoring module distributes the verified market archive link, which comprises the following steps:
the questionnaire monitoring module is provided with a questionnaire browsing unit and a question answering monitoring unit;
the questionnaire browsing unit is provided with a link browsing window which is used for displaying the verified market investigation links, obtaining questionnaire titles of the corresponding market investigation links, and setting titles of the corresponding link browsing windows according to the questionnaire titles; the user obtains the corresponding market investigation link through a questionnaire browsing unit; the method comprises the steps of sending the questionnaire answer links to an operation selection unit, wherein the operation selection unit sends the questionnaire answer links corresponding to the market investigation links to a data preprocessing module in the process of sending;
the answer monitoring unit is associated with the data preprocessing module, the number of effective questionnaire answer links in the corresponding market investigation links is obtained, an effective number threshold is set in the answer monitoring unit, when the obtained effective number is larger than the effective number threshold, the characteristic information of the corresponding users of the effective questionnaire answer links is obtained, all the users are classified according to the characteristic information, and the number occupation ratio of each classification result is obtained; obtaining the error of the number of people of each classification result, wherein an error threshold value is set, comparing the obtained error with the error threshold value, and continuing answering when the error is larger than the error threshold value; when the error is smaller than or equal to the error threshold, completing corresponding answer questions, exiting the corresponding link browsing window from the market investigation link, and sending the corresponding link browsing window to the data analysis module;
it should be further described that, in the specific implementation process, the users are classified according to the characteristic information of the users, the classification is the crowd represented by each answering user, the number of people of each classification result is controlled within an error range, and the influence of subjective factors of corresponding people on relevant investigation information answers in questionnaire answer links is avoided, so that the market investigation report is more scientific.
The data preprocessing module acquires a result corresponding to the verification information in the market investigation link and characteristic information in the corresponding user information in the public storage space, the result in the verification information is matched with the corresponding characteristic information, and if the matching is successful, the verification information is indicated to pass; if the matching fails, the verification message is indicated not to pass; after pretreatment is completed, obtaining the verification passing rate of the questionnaire answer links; the data preprocessing module is provided with a standard verification passing rate, the obtained verification passing rate is compared with the standard verification passing rate, and when the verification passing rate is greater than or equal to the standard verification passing rate, the questionnaire answer link is indicated to be effective; when the verification passing rate is smaller than the standard verification passing rate, indicating that the questionnaire answer link is invalid; the effective questionnaire answer links are sent to a data analysis module;
it should be further noted that, in the specific implementation process, the data preprocessing module judges whether the corresponding verification information in the market research link passes verification according to the feature information predicted by the user, judges the serious degree of the user in the answering process according to the verification passing rate, if the standard is not met, the user is indicated that the market research link is not seriously filled in, and the corresponding questionnaire answer link is invalid, so that the quality of the corresponding information in the platform questionnaire answer link is improved, and the obtained result is more accurate.
The data analysis module analyzes and processes the market investigation link and the questionnaire answer link which corresponds to the market investigation link, and the process of obtaining the corresponding market investigation result report comprises the following steps:
the data analysis module is provided with a transverse analysis unit and a vertical analysis unit:
the transverse analysis unit analyzes and processes corresponding results in the valid questionnaire answer links corresponding to each market investigation link; classifying answers corresponding to investigation information in the questionnaire answer links, and generating a transverse investigation report according to classification results;
the vertical analysis unit acquires a market investigation link which is stored in the database module and is related to corresponding investigation information in the market investigation link, acquires the change trend of a corresponding problem result in the investigation information according to the year information of the market investigation link, and acquires a vertical investigation report according to the acquired change trend;
and the data analysis module integrates the obtained transverse survey report and the obtained vertical survey report, generates a market survey report corresponding to the corresponding market survey link, sends the obtained result to the corresponding user and the database module, and stores the result by the database module.
The above embodiments are only for illustrating the technical method of the present invention and not for limiting the same, and it should be understood by those skilled in the art that the technical method of the present invention may be modified or substituted without departing from the spirit and scope of the technical method of the present invention.
Claims (8)
1. The market investigation system based on the internet data service comprises a market investigation platform and is characterized in that the market investigation platform comprises a user operation module, a database module, a questionnaire generation module, a questionnaire monitoring module, a data preprocessing module and a data analysis module;
the user operation module is used for acquiring basic information and characteristic information of related users;
the database module is used for storing user information and market investigation information in the platform;
the questionnaire generation module is used for generating market investigation links by corresponding users, wherein the market investigation links comprise verification information corresponding to the characteristic information, and the market investigation links are sent to the questionnaire monitoring module;
the questionnaire monitoring module acquires corresponding market investigation links, displays the corresponding market investigation links, generates corresponding questionnaire answer links by corresponding users through the user operation module, and judges whether market investigation is completed according to the answer users;
the data preprocessing module is used for matching the user characteristic information with verification information in the questionnaire answer links, judging whether the corresponding questionnaire answer links are effective according to the matching result, and sending the effective questionnaire answer links to the data analysis module;
the data analysis module is used for analyzing and processing the valid questionnaire answer links corresponding to the market investigation links and the market investigation information stored in the database module to obtain the corresponding market investigation report.
2. The internet data service-based market research system of claim 1, wherein the user operation module acquires related user information and sets a corresponding operation process comprises:
the user operation module is provided with an information acquisition unit and an operation selection unit;
the information acquisition unit is used for acquiring and using user information in the market investigation platform, wherein the user information comprises two different types of information, and the two different types of information respectively correspond to basic information and characteristic information; the basic information is personal privacy information of a user, and the characteristic information is financial flow information, crowd information and other characteristic information of the user; the method comprises the steps that a time acquisition period is set, characteristic information of a relevant user in the time acquisition period is acquired, and user information corresponding to the user is updated;
the operation selection unit is used for selecting or receiving the corresponding market investigation link by the user, asking and answering the market investigation link, and generating a questionnaire answering link corresponding to the market investigation link.
3. The internet data service-based market research system of claim 2, wherein the process of storing the related information by the database module comprises:
the database module is provided with a user information storage unit and a survey information storage unit;
the user information storage unit is used for storing user information, and is provided with a private storage space and a public storage space; the private storage space is used for storing basic information in user information, analyzing and processing the information, and taking encryption measures; the public storage space is used for storing characteristic information in user information and correlating the information with the data preprocessing module;
the survey information storage unit is used for storing the market survey links generated in the market survey platform, and corresponding storage spaces are respectively arranged according to the years of the market survey to store the corresponding market survey links and the corresponding market survey reports.
4. The internet data service-based market research system of claim 3, wherein the questionnaire generation module generates a market research link comprising:
the questionnaire generating module is provided with a questionnaire generating unit and a questionnaire checking unit;
the questionnaire generating unit is used for inputting relevant questionnaire information by a user, wherein the questionnaire information comprises a questionnaire title, a questionnaire description, a filling instruction, investigation information and a finishing language; the questionnaire generating unit acquires corresponding characteristic information in the public storage space in the database module, generates verification information according to the corresponding characteristic information, generates a corresponding market investigation link by the questionnaire information and the verification information input by a user, and sends the corresponding market investigation link to the questionnaire checking unit;
the questionnaire checking unit is used for acquiring the generated market investigation link and judging whether the link accords with the standard; the method comprises the steps of setting a keyword extraction algorithm, extracting keyword information corresponding to a questionnaire title in questionnaire information and investigation information through the keyword extraction algorithm, acquiring the duty cycle of each keyword information in investigation information, sequencing the duty cycle, acquiring the character quantity in investigation information, setting a sequencing threshold according to the character quantity, judging the keyword information corresponding to the investigation information with the duty cycle sequenced before the sequencing threshold, mutually matching the keyword information in the obtained investigation information with the keyword information in the questionnaire title, and if the matching is successful, checking and transmitting the market investigation link to a questionnaire monitoring module; if the matching fails, the verification is not passed, and the market research link is rejected.
5. The internet data service based market research system of claim 4, wherein the questionnaire monitoring module distributes verified market archive links comprising:
the questionnaire monitoring module is provided with a questionnaire browsing unit and a question answering monitoring unit;
the questionnaire browsing unit is provided with a link browsing window which is used for displaying the verified market investigation links, obtaining questionnaire titles of the corresponding market investigation links, and setting titles of the corresponding link browsing windows according to the questionnaire titles; the user obtains the corresponding market investigation link through a questionnaire browsing unit; and sending the questionnaire answer list to an operation selection unit, wherein the operation selection unit sends the questionnaire answer list corresponding to the market investigation link to a data preprocessing module in the process of sending.
6. The internet data service-based market research system of claim 5, wherein the data preprocessing module matches the user characteristic information with the verification information in the questionnaire answer links, and the process of judging whether the corresponding questionnaire answer links are valid according to the matching result comprises:
the data preprocessing module acquires a result corresponding to the verification information in the market investigation link and characteristic information in the corresponding user information in the public storage space, the result in the verification information is matched with the corresponding characteristic information, and if the matching is successful, the verification information is indicated to pass; if the matching fails, the verification message is indicated not to pass; after pretreatment is completed, obtaining the verification passing rate of the questionnaire answer links; the data preprocessing module is provided with a standard verification passing rate, the obtained verification passing rate is compared with the standard verification passing rate, and when the verification passing rate is greater than or equal to the standard verification passing rate, the questionnaire answer link is indicated to be effective; when the verification passing rate is smaller than the standard verification passing rate, indicating that the questionnaire answer link is invalid; and sending the effective questionnaire answer links to a data analysis module.
7. The internet data service-based market research system of claim 6, wherein the answer monitoring unit monitors the answer process of the market research link, comprising:
the answer monitoring unit is associated with the data preprocessing module, the number of effective questionnaire answer links in the corresponding market investigation links is obtained, an effective number threshold is set in the answer monitoring unit, when the obtained effective number is larger than the effective number threshold, the characteristic information of the corresponding users of the effective questionnaire answer links is obtained, all the users are classified according to the characteristic information, and the number occupation ratio of each classification result is obtained; obtaining the error of the number of people of each classification result, wherein an error threshold value is set, comparing the obtained error with the error threshold value, and continuing answering when the error is larger than the error threshold value; and when the error is smaller than or equal to the error threshold, completing corresponding answering, exiting the corresponding link browsing window from the market research link, and sending the corresponding link browsing window to the data analysis module.
8. The internet data service-based market research system of claim 7, wherein the data analysis module analyzes the market research links and the questionnaire answer links that are valid for the data analysis module, and the process of obtaining the corresponding market research result report comprises:
the data analysis module is provided with a transverse analysis unit and a vertical analysis unit:
the transverse analysis unit analyzes and processes corresponding results in the valid questionnaire answer links corresponding to each market investigation link; classifying answers corresponding to investigation information in the questionnaire answer links, and generating a transverse investigation report according to classification results;
the vertical analysis unit acquires a market investigation link which is stored in the database module and is related to corresponding investigation information in the market investigation link, acquires the change trend of a corresponding problem result in the investigation information according to the year information of the market investigation link, and acquires a vertical investigation report according to the acquired change trend;
and the data analysis module integrates the obtained transverse survey report and the obtained vertical survey report, generates a market survey report corresponding to the corresponding market survey link, sends the obtained result to the corresponding user and the database module, and stores the result by the database module.
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| CN202311448563.2A CN117422492A (en) | 2023-11-02 | 2023-11-02 | Market investigation system based on internet data service |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110334335A (en) * | 2019-06-27 | 2019-10-15 | 苏州众言网络科技股份有限公司 | The method and system of questionnaire production |
| CN114238787A (en) * | 2020-08-31 | 2022-03-25 | 腾讯科技（深圳）有限公司 | Answer processing method and device |
| CN116483906A (en) * | 2023-04-27 | 2023-07-25 | 张辉 | Method and device for improving on-line investigation accuracy |
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Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110334335A (en) * | 2019-06-27 | 2019-10-15 | 苏州众言网络科技股份有限公司 | The method and system of questionnaire production |
| CN114238787A (en) * | 2020-08-31 | 2022-03-25 | 腾讯科技（深圳）有限公司 | Answer processing method and device |
| CN116483906A (en) * | 2023-04-27 | 2023-07-25 | 张辉 | Method and device for improving on-line investigation accuracy |
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