CN116993296B - Intelligent supervision management system and method applied to engineering design interaction platform - Google Patents
Intelligent supervision management system and method applied to engineering design interaction platform Download PDFInfo
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Abstract
The invention provides an intelligent supervision and management system and method applied to an engineering design interaction platform, wherein the system comprises the following steps: the template library acquisition module is used for acquiring a supervision planning template library required by the engineering design interactive platform; the template candidate module is used for acquiring a candidate use supervision planning template based on a supervision planning template library by utilizing a preset template candidate recommendation model; the template determining module is used for acquiring the using effect evaluation value of the candidate using supervision planning template according to the preset supervision planning template using effect evaluation database, and screening and determining the optimal using supervision planning template based on the using effect evaluation value. According to the invention, the optimal use supervision planning template can be obtained by carrying out candidate recommendation and evaluation screening of the use effect based on the supervision planning template library, so that the accuracy and efficiency of supervision planning template calling are improved, and the efficient operation and high-quality supervision execution of the engineering design interaction platform are facilitated.
Description
Technical Field
The invention relates to the technical field of supervision and management, in particular to an intelligent supervision and management system and method applied to an engineering design interaction platform.
Background
The project supervision refers to the commission of the supervision unit with relevant qualification by the first party, and represents a specialized service activity of monitoring the project construction of the second party by the first party according to the project construction files approved by the country, laws and regulations related to the project construction, the project construction supervision contracts and other project construction contracts.
At present, a supervision unit develops construction engineering supervision management system software to provide a strong, flexible, stable and safe full-specialized engineering construction support platform for users; in engineering project design, the engineering project design application is more and more extensive by utilizing an engineering design interaction platform, and the engineering project can be completed rapidly and efficiently through the platform;
in the use process of the engineering design interaction platform, engineering design is required to be carried out by means of construction engineering supervision management system software and supervision planning templates in the software are called, and at present, the management and the use of the supervision planning templates are low in calling efficiency, long in calling time, complex in testing application after calling and influence the progress of engineering design projects and the use convenience of the engineering design interaction platform.
Patent application number CN202111408796.0 discloses a construction project supervision and management method and system, which comprises responding to a starting instruction and outputting a query instruction; responding to the inquiry command, inquiring the type and corresponding times of the used supervision planning template of the user, and outputting the times of the used supervision planning template; the used supervision planning templates are called and at least sorted according to the number of times of use; the similar parts in the used supervision planning templates with more times are generalized; screening similar characters in the used supervision planning templates in the existing supervision planning templates, and calling out the supervision planning templates with the similar characters; the screening result is displayed from top to bottom according to the similarity, and the display result is output. The patent simply orders and generalizes the supervision planning templates, is time-consuming, and is difficult to combine with the new needs of the user to obtain an accurate supervision planning template to be used.
Therefore, it is necessary to provide an intelligent supervision and management system and method applied to the engineering design interaction platform.
Disclosure of Invention
The invention provides an intelligent supervision management system and method applied to an engineering design interaction platform, which can obtain an optimal use supervision planning template by carrying out candidate recommendation and evaluation screening of using effects based on a supervision planning template library, improves the accuracy and efficiency of supervision planning template calling, and is beneficial to efficient operation and high-quality supervision execution of the engineering design interaction platform.
The invention provides an intelligent supervision and management system applied to an engineering design interaction platform, which comprises the following components:
the template library acquisition module is used for acquiring a supervision planning template library required by the engineering design interactive platform;
the template candidate module is used for acquiring a candidate use supervision planning template based on a supervision planning template library by utilizing a preset template candidate recommendation model;
the template determining module is used for acquiring the using effect evaluation value of the candidate using supervision planning template according to the preset supervision planning template using effect evaluation database, and screening and determining the optimal using supervision planning template based on the using effect evaluation value.
Further, the template library acquisition module comprises a supervision planning template acquisition unit and a supervision scale template library generation unit:
the supervision planning template acquisition unit is used for acquiring a plurality of supervision planning templates based on construction engineering supervision management system software;
and the supervision scale template library generating unit is used for classifying the supervision planning templates, generating a plurality of supervision planning template groups, summarizing the supervision planning template groups and generating a supervision planning template library.
Further, the template candidate module comprises a template candidate recommendation model construction unit and a candidate usage template generation unit;
the template candidate recommendation model construction unit is used for constructing a template candidate recommendation model according to historical use data of the supervision planning template and historical demand data of the engineering design interaction platform;
and the candidate use template generation unit is used for acquiring the candidate use supervision planning template based on the template candidate recommendation model according to the real-time demand data of the engineering design interaction platform.
Further, the template candidate recommendation model construction unit comprises a template calling and retrieving process setting subunit and a template candidate recommendation model generation subunit;
the template call retrieval flow setting subunit is used for obtaining a call record of the supervision planning template according to the historical demand data of the engineering design interaction platform and obtaining a call retrieval item in the call record according to the call record; acquiring a template content item of the supervision planning template, which is associated with the calling retrieval item, according to historical use data of the supervision planning template; the method comprises the steps of taking a template content item, of which the content similarity with a calling retrieval item is larger than a preset plurality of content similarity thresholds, as a plurality of matching template content items; establishing a call retrieval chain of a call retrieval item and a matched template content item; setting a calling retrieval priority of a calling retrieval chain, and setting a template calling retrieval flow according to the calling retrieval priority;
the template candidate recommendation model generation subunit is used for generating a template candidate recommendation model according to a template calling search flow and a template calling search chain, and setting recommendation number options of the template candidate recommendation model; and the recommended quantity option is used for selecting one or more supervision planning templates for setting and recommending.
Further, the template determining module comprises an effect evaluation data acquiring unit and an optimal use supervision planning template acquiring unit;
the effect evaluation data acquisition unit is used for evaluating the use effect of the supervision planning templates in the supervision planning template library based on a preset use effect evaluation model to obtain use effect evaluation data of the supervision planning templates;
the optimal use supervision planning template acquisition unit is used for acquiring a first use effect evaluation value of the candidate use supervision planning template according to the use effect evaluation data, carrying out reliability analysis on the first use effect evaluation value of which the first use effect evaluation value is larger than a preset use effect evaluation value threshold, and determining the corresponding candidate use supervision planning template as the optimal use supervision planning template if the reliability error value acquired by the reliability analysis is smaller than the preset reliability error value threshold.
Further, the effect evaluation data acquisition unit further includes a construction subunit using the effect evaluation model;
a usage effect evaluation model construction subunit for setting a usage evaluation score, based on which a usage evaluation score is obtained; acquiring the use frequency sequencing of the supervision planning template, and acquiring a use frequency sequencing sequence value; respectively weighting and summing the evaluation score value and the using frequency sequencing sequence value to obtain an evaluation score value; and establishing a use effect evaluation model based on the use evaluation score value, the use times sorting sequence value and the evaluation score value.
Further, the optimal use supervision planning template acquisition unit further comprises a credibility analysis subunit;
and the credibility analysis subunit is used for respectively calculating the credibility value of the using evaluation score value and the using times sequencing sequence value by utilizing a preset credibility calculation index to obtain the credibility value of the first using effect evaluation value.
Further, the system also comprises a template use monitoring module, which is used for monitoring the use process of the supervision planning template, collecting data of process monitoring points according to monitoring conditions, analyzing the data and providing reference for the improvement of the supervision planning template; the template use monitoring module comprises a monitoring point setting unit, a monitoring data acquisition unit and a monitoring data analysis unit;
the monitoring point setting unit is used for setting monitoring points in the use process according to the use process of the monitoring management planning template and the monitoring conditions;
the monitoring data acquisition unit is used for acquiring the data of the supervision execution working process at the monitoring point and generating a supervision execution working process data set;
and the monitoring data analysis unit is used for analyzing the supervision execution working process data set, matching and comparing the supervision execution working process data set with a preset supervision execution standard process data set, counting the probability of occurrence of the supervision execution working process data if unmatched supervision execution working process data exist, obtaining a probability statistic value, and improving the corresponding supervision planning template if the probability statistic value is larger than a preset probability statistic value threshold.
Further, the system also comprises a rating module for carrying out feedback rating by combining platform rating on the engineering design interaction platform and practical construction supervision work data of the historical engineering design project to obtain comprehensive rating on the supervision planning template; the template rating module comprises a platform rating unit, a feedback rating unit and a rating determining unit;
the platform rating unit is used for obtaining the platform rating of the supervision planning template according to the evaluation rating value of the supervision planning template;
the feedback rating unit is used for acquiring historical engineering design projects of the engineering design interaction platform and acquiring supervision data of the whole construction process of the historical engineering design projects; the supervision data comprises supervision execution data and supervision feedback data; according to the difference type and the difference quantity of the supervision execution data and the supervision execution work process data, performing first feedback rating, performing second feedback rating according to the supervision feedback data, and integrating the first feedback rating and the second feedback rating to obtain feedback rating;
the platform determining unit is used for integrating the platform rating and the feedback rating and generating an integrated rating sequence of a plurality of supervision planning templates aiming at different engineering design projects.
The intelligent supervision and management method applied to the engineering design interaction platform comprises the following steps:
s1: acquiring a supervision and planning template library required by an engineering design platform;
s2: obtaining a candidate use supervision planning template based on a supervision planning template library by using a preset template candidate recommendation model;
s3: and acquiring a using effect evaluation value of the candidate using supervision planning template according to a preset supervision planning template using effect evaluation database, and screening and determining the optimal using supervision planning template based on the using effect evaluation value.
Compared with the prior art, the invention has the following advantages and beneficial effects: according to the invention, the optimal use supervision planning template can be obtained by carrying out candidate recommendation and evaluation screening of the use effect based on the supervision planning template library, so that the accuracy and efficiency of supervision planning template calling are improved, and the efficient operation and high-quality supervision execution of the engineering design interaction platform are facilitated.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention may be realized and attained by the structure particularly pointed out in the written description and drawings.
The technical scheme of the invention is further described in detail through the drawings and the embodiments.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate the invention and together with the embodiments of the invention, serve to explain the invention. In the drawings:
FIG. 1 is a schematic diagram of an intelligent supervision and management system applied to an engineering design interaction platform;
FIG. 2 is a schematic diagram of a template library acquisition module of an intelligent supervision and management system applied to an engineering design interaction platform;
fig. 3 is a schematic diagram of steps of an intelligent supervision and management method applied to an engineering design interaction platform.
Detailed Description
The preferred embodiments of the present invention will be described below with reference to the accompanying drawings, it being understood that the preferred embodiments described herein are for illustration and explanation of the present invention only, and are not intended to limit the present invention.
The invention provides an intelligent supervision and management system applied to an engineering design interaction platform, as shown in fig. 1, comprising:
the template library acquisition module is used for acquiring a supervision planning template library required by the engineering design interactive platform;
the template candidate module is used for acquiring a candidate use supervision planning template based on a supervision planning template library by utilizing a preset template candidate recommendation model;
the template determining module is used for acquiring the using effect evaluation value of the candidate using supervision planning template according to the preset supervision planning template using effect evaluation database, and screening and determining the optimal using supervision planning template based on the using effect evaluation value.
The working principle of the technical scheme is as follows: the template library acquisition module is used for acquiring a supervision planning template library required by the engineering design interactive platform;
the template candidate module is used for acquiring a candidate use supervision planning template based on a supervision planning template library by utilizing a preset template candidate recommendation model;
the template determining module is used for acquiring the using effect evaluation value of the candidate using supervision planning template according to the preset supervision planning template using effect evaluation database, and screening and determining the optimal using supervision planning template based on the using effect evaluation value.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, the optimal use supervision planning template can be obtained by carrying out candidate recommendation and evaluation screening of the use effect based on the supervision planning template library, the accuracy and the efficiency of supervision planning template calling are improved, and the efficient operation and the high-quality supervision execution of the engineering design interaction platform are facilitated.
In one embodiment, as shown in fig. 2, the template library acquisition module includes a proctorial planning template acquisition unit and a proctorial scale template library generation unit:
the supervision planning template acquisition unit is used for acquiring a plurality of supervision planning templates based on construction engineering supervision management system software;
and the supervision scale template library generating unit is used for classifying the supervision planning templates, generating a plurality of supervision planning template groups, summarizing the supervision planning template groups and generating a supervision planning template library.
The working principle of the technical scheme is as follows: the template library acquisition module comprises a supervision planning template acquisition unit and a supervision scale template library generation unit:
the supervision planning template acquisition unit is used for acquiring a plurality of supervision planning templates based on construction engineering supervision management system software;
and the supervision scale template library generating unit is used for classifying the supervision planning templates, generating a plurality of supervision planning template groups, summarizing the supervision planning template groups and generating a supervision planning template library.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, the further candidate recommendation and determination are facilitated by obtaining a plurality of supervision planning templates and generating a supervision planning template library.
In one embodiment, the template candidate module includes a template candidate recommendation model construction unit and a candidate usage template generation unit;
the template candidate recommendation model construction unit is used for constructing a template candidate recommendation model according to historical use data of the supervision planning template and historical demand data of the engineering design interaction platform;
and the candidate use template generation unit is used for acquiring the candidate use supervision planning template based on the template candidate recommendation model according to the real-time demand data of the engineering design interaction platform.
The working principle of the technical scheme is as follows: the template candidate module comprises a template candidate recommendation model construction unit and a candidate usage template generation unit;
the template candidate recommendation model construction unit is used for constructing a template candidate recommendation model according to historical use data of the supervision planning template and historical demand data of the engineering design interaction platform;
and the candidate use template generation unit is used for acquiring the candidate use supervision planning template based on the template candidate recommendation model according to the real-time demand data of the engineering design interaction platform.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, the candidate use supervision planning template is obtained by utilizing the template candidate recommendation model, so that the obtaining efficiency and quality of the supervision planning template are improved.
In one embodiment, the template candidate recommendation model construction unit comprises a template call retrieval flow setting subunit and a template candidate recommendation model generation subunit;
the template call retrieval flow setting subunit is used for obtaining a call record of the supervision planning template according to the historical demand data of the engineering design interaction platform and obtaining a call retrieval item in the call record according to the call record; acquiring a template content item of the supervision planning template, which is associated with the calling retrieval item, according to historical use data of the supervision planning template; the method comprises the steps of taking a template content item, of which the content similarity with a calling retrieval item is larger than a preset plurality of content similarity thresholds, as a plurality of matching template content items; establishing a call retrieval chain of a call retrieval item and a matched template content item; setting a calling retrieval priority of a calling retrieval chain, and setting a template calling retrieval flow according to the calling retrieval priority;
the template candidate recommendation model generation subunit is used for generating a template candidate recommendation model according to a template calling search flow and a template calling search chain, and setting recommendation number options of the template candidate recommendation model; and the recommended quantity option is used for selecting one or more supervision planning templates for setting and recommending.
The working principle of the technical scheme is as follows: the template candidate recommendation model construction unit comprises a template calling and retrieving process setting subunit and a template candidate recommendation model generation subunit;
the template call retrieval flow setting subunit is used for obtaining a call record of the supervision planning template according to the historical demand data of the engineering design interaction platform and obtaining a call retrieval item in the call record according to the call record; acquiring a template content item of the supervision planning template, which is associated with the calling retrieval item, according to historical use data of the supervision planning template; the method comprises the steps of taking a template content item, of which the content similarity with a calling retrieval item is larger than a preset plurality of content similarity thresholds, as a plurality of matching template content items; establishing a call retrieval chain of a call retrieval item and a matched template content item; setting a calling retrieval priority of a calling retrieval chain, and setting a template calling retrieval flow according to the calling retrieval priority;
the template candidate recommendation model generation subunit is used for generating a template candidate recommendation model according to a template calling search flow and a template calling search chain, and setting recommendation number options of the template candidate recommendation model; and the recommended quantity option is used for selecting one or more supervision planning templates for setting and recommending.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, a plurality of supervision planning templates can be obtained through the template candidate recommendation model, so that references are provided for further screening.
In one embodiment, the template determination module comprises an effect evaluation data acquisition unit and an optimal use supervision planning template acquisition unit;
the effect evaluation data acquisition unit is used for evaluating the use effect of the supervision planning templates in the supervision planning template library based on a preset use effect evaluation model to obtain use effect evaluation data of the supervision planning templates;
the optimal use supervision planning template acquisition unit is used for acquiring a first use effect evaluation value of the candidate use supervision planning template according to the use effect evaluation data, carrying out reliability analysis on the first use effect evaluation value of which the first use effect evaluation value is larger than a preset use effect evaluation value threshold, and determining the corresponding candidate use supervision planning template as the optimal use supervision planning template if the reliability error value acquired by the reliability analysis is smaller than the preset reliability error value threshold.
The working principle of the technical scheme is as follows: the template determining module comprises an effect evaluation data acquiring unit and an optimal use supervision planning template acquiring unit;
the effect evaluation data acquisition unit is used for evaluating the use effect of the supervision planning templates in the supervision planning template library based on a preset use effect evaluation model to obtain use effect evaluation data of the supervision planning templates;
the optimal use supervision planning template acquisition unit is used for acquiring a first use effect evaluation value of the candidate use supervision planning template according to the use effect evaluation data, carrying out reliability analysis on the first use effect evaluation value of which the first use effect evaluation value is larger than a preset use effect evaluation value threshold, and determining the corresponding candidate use supervision planning template as the optimal use supervision planning template if the reliability error value acquired by the reliability analysis is smaller than the preset reliability error value threshold.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, the optimal use supervision planning template is determined, so that the engineering design interaction platform can conveniently call the optimal supervision planning template for use, and the use efficiency and quality of the supervision planning template are improved.
In one embodiment, the effect evaluation data acquisition unit further comprises a construction subunit using the effect evaluation model;
a usage effect evaluation model construction subunit for setting a usage evaluation score, based on which a usage evaluation score is obtained; acquiring the use frequency sequencing of the supervision planning template, and acquiring a use frequency sequencing sequence value; respectively weighting and summing the evaluation score value and the using frequency sequencing sequence value to obtain an evaluation score value; and establishing a use effect evaluation model based on the use evaluation score value, the use times sorting sequence value and the evaluation score value.
The working principle of the technical scheme is as follows: the effect evaluation data acquisition unit further comprises a sub-unit for constructing an effect evaluation model;
a usage effect evaluation model construction subunit for setting a usage evaluation score, based on which a usage evaluation score is obtained; acquiring the use frequency sequencing of the supervision planning template, and acquiring a use frequency sequencing sequence value; respectively weighting and summing the evaluation score value and the using frequency sequencing sequence value to obtain an evaluation score value; and establishing a use effect evaluation model based on the use evaluation score value, the use times sorting sequence value and the evaluation score value.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, the use effect of the supervision planning template can be efficiently and conveniently estimated by establishing the use effect estimation model.
In one embodiment, the optimal use proctoring plan template acquisition unit further comprises a reliability analysis subunit;
and the credibility analysis subunit is used for respectively calculating the credibility value of the using evaluation score value and the using times sequencing sequence value by utilizing a preset credibility calculation index to obtain the credibility value of the first using effect evaluation value.
The working principle of the technical scheme is as follows: the optimal use supervision planning template acquisition unit further comprises a credibility analysis subunit;
and the credibility analysis subunit is used for respectively calculating the credibility value of the using evaluation score value and the using times sequencing sequence value by utilizing a preset credibility calculation index to obtain the credibility value of the first using effect evaluation value.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, the reliability analysis quality can be ensured by calculating the reliability value.
In one embodiment, the system also comprises a template use monitoring module, which is used for monitoring the use process of the supervision planning template, collecting data of process monitoring points according to monitoring conditions, analyzing the data and providing reference for the improvement of the supervision planning template; the template use monitoring module comprises a monitoring point setting unit, a monitoring data acquisition unit and a monitoring data analysis unit;
the monitoring point setting unit is used for setting monitoring points in the use process according to the use process of the monitoring management planning template and the monitoring conditions;
the monitoring data acquisition unit is used for acquiring the data of the supervision execution working process at the monitoring point and generating a supervision execution working process data set;
and the monitoring data analysis unit is used for analyzing the supervision execution working process data set, matching and comparing the supervision execution working process data set with a preset supervision execution standard process data set, counting the probability of occurrence of the supervision execution working process data if unmatched supervision execution working process data exist, obtaining a probability statistic value, and improving the corresponding supervision planning template if the probability statistic value is larger than a preset probability statistic value threshold.
The working principle of the technical scheme is as follows: the system also comprises a template use monitoring module, a monitoring module and a monitoring module, wherein the template use monitoring module is used for monitoring the use process of the supervision planning template, collecting data of process monitoring points according to monitoring conditions, analyzing the data and providing reference for the improvement of the supervision planning template; the template use monitoring module comprises a monitoring point setting unit, a monitoring data acquisition unit and a monitoring data analysis unit;
the monitoring point setting unit is used for setting monitoring points in the use process according to the use process of the monitoring management planning template and the monitoring conditions;
the monitoring data acquisition unit is used for acquiring the data of the supervision execution working process at the monitoring point and generating a supervision execution working process data set;
and the monitoring data analysis unit is used for analyzing the supervision execution working process data set, matching and comparing the supervision execution working process data set with a preset supervision execution standard process data set, counting the probability of occurrence of the supervision execution working process data if unmatched supervision execution working process data exist, obtaining a probability statistic value, and improving the corresponding supervision planning template if the probability statistic value is larger than a preset probability statistic value threshold.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, the use process of the supervision planning template is monitored, data collection of process monitoring points is carried out according to the monitoring conditions, data analysis is carried out, reference is provided for improvement of the supervision planning template, and updating and perfecting of the supervision planning template are facilitated.
In one embodiment, the system further comprises a rating module for carrying out feedback rating in combination with platform rating on the engineering design interaction platform and practical construction supervision work data of the historical engineering design project to obtain comprehensive rating on the supervision planning template; the template rating module comprises a platform rating unit, a feedback rating unit and a rating determining unit;
the platform rating unit is used for obtaining the platform rating of the supervision planning template according to the evaluation rating value of the supervision planning template;
the feedback rating unit is used for acquiring historical engineering design projects of the engineering design interaction platform and acquiring supervision data of the whole construction process of the historical engineering design projects; the supervision data comprises supervision execution data and supervision feedback data; according to the difference type and the difference quantity of the supervision execution data and the supervision execution work process data, performing first feedback rating, performing second feedback rating according to the supervision feedback data, and integrating the first feedback rating and the second feedback rating to obtain feedback rating;
the platform determining unit is used for integrating the platform rating and the feedback rating and generating an integrated rating sequence of a plurality of supervision planning templates aiming at different engineering design projects.
The working principle of the technical scheme is as follows: the system further comprises a rating module for carrying out feedback rating in combination with platform rating on the engineering design interaction platform and practical construction supervision work data of the historical engineering design project to obtain comprehensive rating on the supervision planning template; the template rating module comprises a platform rating unit, a feedback rating unit and a rating determining unit;
the platform rating unit is used for obtaining the platform rating of the supervision planning template according to the evaluation rating value of the supervision planning template;
the feedback rating unit is used for acquiring historical engineering design projects of the engineering design interaction platform and acquiring supervision data of the whole construction process of the historical engineering design projects; the supervision data comprises supervision execution data and supervision feedback data; according to the difference type and the difference quantity of the supervision execution data and the supervision execution work process data, performing first feedback rating, performing second feedback rating according to the supervision feedback data, and integrating the first feedback rating and the second feedback rating to obtain feedback rating;
the platform determining unit is used for integrating the platform rating and the feedback rating and generating an integrated rating sequence of a plurality of supervision planning templates aiming at different engineering design projects.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, the feedback rating is carried out by combining the platform rating on the engineering design interaction platform and the practical construction supervision work data of the historical engineering design project, so that the comprehensive rating of the supervision planning template is obtained, and the recommendation and the use of the supervision planning template are facilitated.
The intelligent supervision and management method applied to the engineering design interaction platform is shown in fig. 3, and comprises the following steps:
s1: acquiring a supervision and planning template library required by an engineering design platform;
s2: obtaining a candidate use supervision planning template based on a supervision planning template library by using a preset template candidate recommendation model;
s3: and acquiring a using effect evaluation value of the candidate using supervision planning template according to a preset supervision planning template using effect evaluation database, and screening and determining the optimal using supervision planning template based on the using effect evaluation value.
The working principle of the technical scheme is as follows: s1: acquiring a supervision and planning template library required by an engineering design platform;
s2: obtaining a candidate use supervision planning template based on a supervision planning template library by using a preset template candidate recommendation model;
s3: and acquiring a using effect evaluation value of the candidate using supervision planning template according to a preset supervision planning template using effect evaluation database, and screening and determining the optimal using supervision planning template based on the using effect evaluation value.
The beneficial effects of the technical scheme are as follows: by adopting the scheme provided by the embodiment, the optimal use supervision planning template can be obtained by carrying out candidate recommendation and evaluation screening of the use effect based on the supervision planning template library, the accuracy and the efficiency of supervision planning template calling are improved, and the efficient operation and the high-quality supervision execution of the engineering design interaction platform are facilitated.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Claims (7)
1. Be applied to intelligent supervision management system of engineering design interactive platform, its characterized in that includes:
the template library acquisition module is used for acquiring a supervision planning template library required by the engineering design interactive platform;
the template candidate module is used for acquiring a candidate use supervision planning template based on a supervision planning template library by utilizing a preset template candidate recommendation model;
the template determining module is used for acquiring the using effect evaluation value of the candidate using supervision planning template according to a preset supervision planning template using effect evaluation database, and screening and determining the optimal using supervision planning template based on the using effect evaluation value;
the template determining module comprises an effect evaluation data acquiring unit and an optimal use supervision planning template acquiring unit;
the effect evaluation data acquisition unit is used for evaluating the use effect of the supervision planning templates in the supervision planning template library based on a preset use effect evaluation model to obtain use effect evaluation data of the supervision planning templates;
the optimal use supervision planning template acquisition unit is used for acquiring a first use effect evaluation value of the candidate use supervision planning template according to the use effect evaluation data, carrying out reliability analysis on the first use effect evaluation value of which the first use effect evaluation value is larger than a preset use effect evaluation value threshold, and determining the corresponding candidate use supervision planning template as the optimal use supervision planning template if the reliability error value acquired by the reliability analysis is smaller than the preset reliability error value threshold;
the effect evaluation data acquisition unit further comprises a sub-unit for constructing an effect evaluation model;
a usage effect evaluation model construction subunit for setting a usage evaluation score, based on which a usage evaluation score is obtained; acquiring the use frequency sequencing of the supervision planning template, and acquiring a use frequency sequencing sequence value; respectively weighting and summing the evaluation score value and the using frequency sequencing sequence value to obtain an evaluation score value; establishing a use effect evaluation model based on the use evaluation score value, the use times sorting sequence value and the evaluation score value;
the optimal use supervision planning template acquisition unit further comprises a credibility analysis subunit;
and the credibility analysis subunit is used for respectively calculating the credibility value of the using evaluation score value and the using times sequencing sequence value by utilizing a preset credibility calculation index to obtain the credibility value of the first using effect evaluation value.
2. The intelligent supervision management system applied to the engineering design interaction platform according to claim 1, wherein the template library acquisition module comprises a supervision planning template acquisition unit and a supervision scale template library generation unit:
the supervision planning template acquisition unit is used for acquiring a plurality of supervision planning templates based on construction engineering supervision management system software;
and the supervision scale template library generating unit is used for classifying the supervision planning templates, generating a plurality of supervision planning template groups, summarizing the supervision planning template groups and generating a supervision planning template library.
3. The intelligent supervision management system applied to the engineering design interaction platform according to claim 1, wherein the template candidate module comprises a template candidate recommendation model construction unit and a candidate use template generation unit;
the template candidate recommendation model construction unit is used for constructing a template candidate recommendation model according to historical use data of the supervision planning template and historical demand data of the engineering design interaction platform;
and the candidate use template generation unit is used for acquiring the candidate use supervision planning template based on the template candidate recommendation model according to the real-time demand data of the engineering design interaction platform.
4. The intelligent supervision management system applied to the engineering design interaction platform according to claim 3, wherein the template candidate recommendation model construction unit comprises a template call retrieval flow setting subunit and a template candidate recommendation model generation subunit;
the template call retrieval flow setting subunit is used for obtaining a call record of the supervision planning template according to the historical demand data of the engineering design interaction platform and obtaining a call retrieval item in the call record according to the call record; acquiring a template content item of the supervision planning template, which is associated with the calling retrieval item, according to historical use data of the supervision planning template; the method comprises the steps of taking a template content item, of which the content similarity with a calling retrieval item is larger than a preset plurality of content similarity thresholds, as a plurality of matching template content items; establishing a call retrieval chain of a call retrieval item and a matched template content item; setting a calling retrieval priority of a calling retrieval chain, and setting a template calling retrieval flow according to the calling retrieval priority;
the template candidate recommendation model generation subunit is used for generating a template candidate recommendation model according to a template calling search flow and a template calling search chain, and setting recommendation number options of the template candidate recommendation model; and the recommended quantity option is used for selecting one or more supervision planning templates for setting and recommending.
5. The intelligent supervision management system applied to the engineering design interaction platform according to claim 1, further comprising a template use monitoring module, wherein the template use monitoring module is used for monitoring the use process of the supervision planning template, collecting data of process monitoring points according to monitoring conditions, analyzing the data and providing reference for improvement of the supervision planning template; the template use monitoring module comprises a monitoring point setting unit, a monitoring data acquisition unit and a monitoring data analysis unit;
the monitoring point setting unit is used for setting monitoring points in the use process according to the use process of the monitoring management planning template and the monitoring conditions;
the monitoring data acquisition unit is used for acquiring the data of the supervision execution working process at the monitoring point and generating a supervision execution working process data set;
and the monitoring data analysis unit is used for analyzing the supervision execution working process data set, matching and comparing the supervision execution working process data set with a preset supervision execution standard process data set, counting the probability of occurrence of the supervision execution working process data if unmatched supervision execution working process data exist, obtaining a probability statistic value, and improving the corresponding supervision planning template if the probability statistic value is larger than a preset probability statistic value threshold.
6. The intelligent supervision management system applied to the engineering design interaction platform according to claim 5, further comprising a rating module, wherein the rating module is used for carrying out feedback rating in combination with platform rating on the engineering design interaction platform and practical construction supervision work data of historical engineering design projects to obtain comprehensive rating on supervision planning templates; the template rating module comprises a platform rating unit, a feedback rating unit and a rating determining unit;
the platform rating unit is used for obtaining the platform rating of the supervision planning template according to the evaluation rating value of the supervision planning template;
the feedback rating unit is used for acquiring historical engineering design projects of the engineering design interaction platform and acquiring supervision data of the whole construction process of the historical engineering design projects; the supervision data comprises supervision execution data and supervision feedback data; according to the difference type and the difference quantity of the supervision execution data and the supervision execution work process data, performing first feedback rating, performing second feedback rating according to the supervision feedback data, and integrating the first feedback rating and the second feedback rating to obtain feedback rating;
the platform determining unit is used for integrating the platform rating and the feedback rating and generating an integrated rating sequence of a plurality of supervision planning templates aiming at different engineering design projects.
7. The intelligent supervision and management method applied to the engineering design interaction platform is characterized by comprising the following steps of:
s1: acquiring a supervision and planning template library required by an engineering design platform;
s2: obtaining a candidate use supervision planning template based on a supervision planning template library by using a preset template candidate recommendation model;
s3: acquiring a using effect evaluation value of the candidate using supervision planning template according to a preset supervision planning template using effect evaluation database, and screening and determining an optimal using supervision planning template based on the using effect evaluation value;
based on a preset using effect evaluation model, performing using effect evaluation on the supervision planning templates in the supervision planning template library to obtain using effect evaluation data of the supervision planning templates;
obtaining a first use effect evaluation value of a candidate use supervision planning template according to the use effect evaluation data, carrying out reliability analysis on the first use effect evaluation value of which the first use effect evaluation value is larger than a preset use effect evaluation value threshold, and determining the corresponding candidate use supervision planning template as an optimal use supervision planning template if the reliability error value obtained by the reliability analysis is smaller than the preset reliability error value threshold;
setting a use evaluation score item, and obtaining a use evaluation score value based on the use evaluation score item; acquiring the use frequency sequencing of the supervision planning template, and acquiring a use frequency sequencing sequence value; respectively weighting and summing the evaluation score value and the using frequency sequencing sequence value to obtain an evaluation score value; establishing a use effect evaluation model based on the use evaluation score value, the use times sorting sequence value and the evaluation score value;
and respectively calculating the reliability value of the use evaluation score value and the use times sequencing sequence value by utilizing a preset reliability calculation index to obtain the reliability value of the first use effect evaluation value.
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