A page design resource management system and method based on associated data analysis

Abstract

The present invention relates to the technical field of page design resource management, and specifically to a page design resource management system and method based on associated data analysis, in which a connection logic analysis module in the system combines historical page design data to analyze the logical relationship between different page functions of a page to be designed, and constructs a set of functional connection logic relationship fragments of the page to be designed. The present invention takes into account the differences between the page functions of different page design templates and the page functions of the page to be designed, and obtains the functional comparison information of the corresponding page design template; at the same time, according to the logical relationship between different page functions of the page to be designed, a set of functional connection logic relationship fragments of the page to be designed is constructed, and combined with the obtained functional comparison information, a quantitative result of the matching situation between the page to be designed and each page design template is achieved, thereby providing data support for dynamically obtaining elements in the associated template recommendation information of the page to be designed.

Description

Technical Field

[0001] The present invention relates to the technical field of page design resource management, and in particular to a page design resource management system and method based on association data analysis. Background Art

[0002] When designing a page, referring to a page design template is an efficient and practical method. These templates usually provide preset layouts, styles, and elements, which can help designers quickly build beautiful and professional pages. However, in the actual implementation process, due to the diversity of page design templates and the functional differences between page design templates and the pages to be designed, the selection of reference page design templates often requires the designer to make judgments based on his or her own experience, which is highly subjective and random.

[0003] In the existing page design resource management system based on association data analysis, a function matching method is usually adopted, that is, the management of the corresponding reference page design template is realized by comparing the proportion of page function overlap between the page to be designed and the corresponding page design template; this method does not take into account the impact of the combined use of page functions on the page design (there may be process / logic connections between different page functions, and the corresponding distribution position of the page function corresponding to this situation may affect the user experience of the subsequent design page), so the existing technology has major defects. Summary of the invention

[0004] The purpose of the present invention is to provide a page design resource management system and method based on association data analysis to solve the problems raised in the above background technology.

[0005] In order to solve the above technical problems, the present invention provides the following technical solutions: a page design resource management method based on association data analysis, the method comprising the following steps:

[0006] S1. Summarize the functions of the page to be designed to generate a set of design page functions; extract the function summary set corresponding to each page design template in the page design resources in the database; compare the function summary set corresponding to the page design template with the design page function set to obtain function comparison information based on the corresponding page design template;

[0007] S2. Analyze the logical relationship between different page functions of the page to be designed based on the historical page design data, and construct a set of logical relationship fragments of the function connection of the page to be designed;

[0008] S3, based on the function comparison information of the corresponding page design template and the constructed function connection logic relationship fragment set of the page to be designed, obtain the matching confidence value corresponding to each element in the function connection logic relationship fragment set based on the corresponding page design template, and the comprehensive matching bias value of the design page function set of the page to be designed based on the corresponding page design template;

[0009] S4. According to the matching confidence value corresponding to each element in the set of functional connection logical relationship fragments based on the corresponding page design template, mark the best mapping area in the page design template of the page design resources in the database for each element in the set of functional connection logical relationship fragments of the page to be designed; and construct the associated template recommendation information of the page to be designed based on the comprehensive matching bias value of the corresponding page design template in combination with the design page function set of the page to be designed.

[0010] Furthermore, the design page function set represents a collection of page functions involved in the page to be designed; the page design resources in the database include multiple page design templates, and the function summary set corresponding to each page design template is the page function summary result in the corresponding page design template;

[0011] The function comparison information based on the corresponding page design template includes a difference function summary set and a common function summary set. The common function summary set represents a set of page functions in the design page function set that are identical or similar to the elements in the function summary set corresponding to the corresponding page design template; the similar page functions corresponding to each page function are obtained by querying a preset form in the database; the difference function summary set represents a set of all elements in the design page function set that do not belong to the common function summary set.

[0012] When generating function comparison information in the present invention, the conditions selected when constructing a summary set of common functions include not only the same page functions, but also similar page functions. The reason is that the page functions that may be different in page design may only be distinguished during the design process due to differences in purpose and usage, but the same characteristics exist in the page design (such as submission function, input function, etc.). This method can make the analysis results for the page design template more accurate.

[0013] Furthermore, the step S2 includes the following steps:

[0014] S21, obtain a combination of any two page functions in the page to be designed, and obtain different combination pairs of page functions. The combination of the same two page functions has different combination pairs due to the difference in the order of the page functions; any combination pair is recorded as A ;

[0015] S22, obtain historical page design data, extract the combination of A For each historical page of all page functions in the analysis, the historical operation data corresponding to each historical page extracted is analyzed. A All operation records of all page functions in: If the same historical page is extracted for A In all operation records of all page functions in A The operations of the two page functions are adjacent and the page functions corresponding to the corresponding operations are in the same order as A If the order of page functions is the same, then A Corresponding to a page functional logical relationship; otherwise, determine A Unmatched page functional logical relationships;

[0016] S23, obtaining each combination pair of corresponding page function logical relationships in the page to be designed, splicing different combination pairs with the same page function to obtain each spliced ​​page function connection logical relationship fragment, wherein the logical relationship between any two adjacent page functions in the page function connection logical relationship fragment points to the direction from the first page function to the second page function in the corresponding combination pair;

[0017] S24, taking a set of corresponding spliced ​​page function connection logical relationship fragments in the page to be designed as a set of function connection logical relationship fragments of the page to be designed.

[0018] Furthermore, the method for obtaining the matching confidence value corresponding to each element in the set of functional connection logic relationship fragments based on the corresponding page design template in step S3 includes the following steps:

[0019] S31, obtaining function comparison information of corresponding page design templates and a set of function connection logic relationship fragments of the page to be designed; k The elements are recorded as LP k ;

[0020] S32, obtain LP k The intersection of the set of all page functions in and the set of common functions in the function comparison information of the corresponding page design template is recorded as IT k ;

[0021] S33, obtaining the first one in the set of functional connection logic relationship fragments based on the corresponding page design template k The calculation formula for the matching confidence value corresponding to an element is as follows:

[0022] ,

[0023] in, CI k Indicates the first fragment in the set of functional connection logic relationships based on the corresponding page design template. k The matching confidence value corresponding to the elements; R k express ITk The number of elements in LP k The ratio of the number of functions of all pages in ; RG It represents the union of the regions to which all page functions in the corresponding page design template respectively belong, except for the page functions that are identical or similar to the common function summary set in the corresponding function comparison information; AV (k,m) Indicates that the page design resources in the database contain RV k In the m In the page design template of the element, RV k The m The elements correspond to the average values ​​of the area of ​​the regions; RV k express LP k Does not belong to IT k The set of elements of LS k Indicates that in the historical page design data, RV k The page functions corresponding to each element in IT k The average distance between any element in the same design page; RGU k Indicates that in the corresponding page design template, IT k The distance between the same or similar page functions is less than or equal to LS k The regional scope and RG The area of ​​the intersection of ; F{} represents the decision function; mk express RV k The total number of elements in

[0024] when When ;

[0025] when When comparing The relationship between 0 and

[0026] like ,but ;

[0027] like ,but ;

[0028] The present invention obtains RGU k This is because different page functions in the same functional connection logic fragment are related to each other during use. In order to facilitate user use and improve user experience, the mapping positions between related page functions may be laid out and allocated during design. RV k The elements in the page function do not have a matching page in the template and need to be RG The corresponding position area is selected within the corresponding range for setting or adjustment (this method assumes that the adjustment workload is minimal); the present invention takes into account the relevance of different page functions in the same functional connection logical relationship fragment, and dynamically obtains the setting or adjustment area based on the same functional connection logical relationship fragment, thereby obtaining RGU k .

[0029] The calculation formula for calculating the comprehensive matching offset value of the design page function set of the page to be designed based on the corresponding page design template in step S3 is as follows:

[0030]

[0031] in, PZ A design page function set representing a page to be designed is based on a comprehensive matching offset value of a corresponding page design template; CI k Indicates the first fragment in the set of functional connection logic relationships based on the corresponding page design template. k The matching confidence value corresponding to the elements; k1 Indicates the number of elements in the set of functional connection logic relationship fragments of the corresponding page design template; NC Indicates the number of elements in the difference function summary set in the function comparison information based on the corresponding page design template; NT Indicates the number of elements in the common function summary set in the function comparison information based on the corresponding page design template.

[0032] Furthermore, in the process of marking the best mapping area in the page design template of the page design resource in the database for each element in the set of functional connection logical relationship fragments of the page to be designed, the first element in the set of functional connection logical relationship fragments of the page to be designed is marked. k The elements are recorded as LP k ; Get each page design template of the page design resource in the database based onLPk The matching confidence of LP k The page design template with the largest matching confidence is recorded as LP k Mapping page design template based on LP k The function comparison information of the mapping page design template is summarized in the common function set and LP k The intersection of the sets of functions of each page in is recorded as LP k The corresponding set of function mappings; LP k Optimal Mapping Region Representation LP k The mapping page design template is LP k The union of the areas corresponding to page functions with the same or similar elements in the corresponding function mapping set.

[0033] Furthermore, when constructing the associated template recommendation information of the page to be designed, the associated template recommendation information includes an associated template recommendation sequence, a fragment mapping result tag summary set, and an optimal allocation visualization ratio diagram.

[0034] The segment mapping result mark summary set represents a set of page design templates containing the best mapping areas of the mark of the page design resources in the database;

[0035] A set consisting of page design templates in the page design resources of the database whose corresponding comprehensive matching offset values ​​are greater than the minimum value of the comprehensive matching offset values ​​of each element in the summary set of fragment mapping result marks based on the design page function set of the page to be designed is recorded as a first reference set, and a sequence generated by arranging the elements in the first reference set in descending order of the corresponding comprehensive matching offset values ​​is recorded as an associated template recommendation sequence; the comprehensive matching offset value of any element in the associated template recommendation sequence based on the design page function set of the page to be designed is greater than or equal to the minimum value of the comprehensive matching offset value of each element in the summary set of fragment mapping result marks based on the design page function set of the page to be designed;

[0036] The optimal allocation visualization ratio chart represents a chart consisting of the ratio of the number of elements in the functional connection logical relationship fragment set of the page to be designed corresponding to each element in the fragment mapping result mark summary set to the total number of elements in the functional connection logical relationship fragment set of the page to be designed.

[0037] A page design resource management system based on association data analysis, the system includes the following modules:

[0038] A comparison information acquisition module, wherein the comparison information acquisition module summarizes the functions of the page to be designed to generate a set of design page functions; extracts a set of function summaries corresponding to each page design template in the page design resources in the database; compares the set of function summaries corresponding to the page design template with the set of design page functions to obtain function comparison information based on the corresponding page design template;

[0039] A connection logic analysis module, which combines historical page design data to analyze the logical relationship between different page functions of the page to be designed, and constructs a set of function connection logic relationship fragments of the page to be designed;

[0040] A template matching analysis module, which obtains a matching confidence value corresponding to each element in the function connection logical relationship fragment set based on the corresponding page design template and a comprehensive matching bias value of the design page function set of the page to be designed based on the corresponding page design template based on the function comparison information of the corresponding page design template and the constructed function connection logical relationship fragment set of the page to be designed;

[0041] A resource recommendation management module, which marks the best mapping area in the page design template of the page design resources in the database for each element in the function connection logic relationship fragment set of the page to be designed according to the matching confidence value corresponding to each element in the function connection logic relationship fragment set based on the corresponding page design template; and constructs the associated template recommendation information of the page to be designed in combination with the comprehensive matching bias value based on the corresponding page design template of the design page function set of the page to be designed.

[0042] Furthermore, the comparison information acquisition module includes a function aggregation unit, a template function extraction unit and a function comparison unit.

[0043] The function summarizing unit summarizes the functions of the design page to generate a design page function set;

[0044] The template function extraction unit extracts a function summary set corresponding to each page design template in the page design resources in the database;

[0045] The function comparison unit compares the function summary set corresponding to the page design template with the design page function set to obtain function comparison information based on the corresponding page design template.

[0046] Compared with the prior art, the beneficial effects achieved by the present invention are as follows: the present invention takes into account the differences between the page functions of different page design templates and the page functions of the page to be designed, and obtains the function comparison information of the corresponding page design template; at the same time, according to the logical relationship between the different page functions of the page to be designed, a set of function connection logical relationship fragments of the page to be designed is constructed, and combined with the obtained function comparison information, a quantitative result of the matching situation between the page to be designed and each page design template is achieved, thereby providing data support for dynamically obtaining elements in the associated template recommendation information of the page to be designed, and realizing effective management of the page design resource management system. BRIEF DESCRIPTION OF THE DRAWINGS

[0047] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0048] Figure 1 It is a structural schematic diagram of a page design resource management system based on associated data analysis of the present invention;

[0049] Figure 2 It is a flow chart of a page design resource management method based on associated data analysis of the present invention. DETAILED DESCRIPTION

[0050] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0051] See also Figure 1 The present invention provides a technical solution: a page design resource management system based on association data analysis, the system includes the following modules:

[0052] A comparison information acquisition module, the comparison information acquisition module includes a function aggregation unit, a template function extraction unit and a function comparison unit,

[0053] The function summarizing unit summarizes the functions of the design page to generate a design page function set;

[0054] The template function extraction unit extracts a function summary set corresponding to each page design template in the page design resources in the database;

[0055] The function comparison unit compares the function summary set corresponding to the page design template with the design page function set to obtain function comparison information based on the corresponding page design template;

[0056] A connection logic analysis module, which combines historical page design data to analyze the logical relationship between different page functions of the page to be designed, and constructs a set of function connection logic relationship fragments of the page to be designed;

[0057] A template matching analysis module, which obtains a matching confidence value corresponding to each element in the function connection logical relationship fragment set based on the corresponding page design template and a comprehensive matching bias value of the design page function set of the page to be designed based on the corresponding page design template based on the function comparison information of the corresponding page design template and the constructed function connection logical relationship fragment set of the page to be designed;

[0058] A resource recommendation management module, which marks the best mapping area in the page design template of the page design resources in the database for each element in the function connection logic relationship fragment set of the page to be designed according to the matching confidence value corresponding to each element in the function connection logic relationship fragment set based on the corresponding page design template; and constructs the associated template recommendation information of the page to be designed in combination with the comprehensive matching bias value based on the corresponding page design template of the design page function set of the page to be designed.

[0059] like Figure 2 As shown, a page design resource management method based on association data analysis includes the following steps:

[0060] S1. Summarize the functions of the page to be designed to generate a set of design page functions; extract the function summary set corresponding to each page design template in the page design resources in the database; compare the function summary set corresponding to the page design template with the design page function set to obtain function comparison information based on the corresponding page design template;

[0061] The design page function set represents a collection of page functions involved in the page to be designed; the page design resources in the database include multiple page design templates, and the function summary set corresponding to each page design template is the page function summary result in the corresponding page design template;

[0062] The function comparison information based on the corresponding page design template includes a difference function summary set and a common function summary set. The common function summary set represents a set of page functions in the design page function set that are identical or similar to the elements in the function summary set corresponding to the corresponding page design template; the similar page functions corresponding to each page function are obtained by querying a preset form in the database; the difference function summary set represents a set of all elements in the design page function set that do not belong to the common function summary set.

[0063] In the present embodiment, in the process where the function comparison information based on the corresponding page design template includes a difference function summary set and a common function summary set, no matter it is a difference function summary set or a common function summary set, the elements of the corresponding set content all belong to the design page function set; although the function comparison information is obtained based on the page design template, the elements in the function summary set corresponding to the corresponding page design template may not belong to the corresponding function comparison information. The reason is that the comparison conditions compare the page functions in the design page function set that are the same or similar to the elements in the function summary set corresponding to the corresponding page design template. If they are only "the same", the elements in the corresponding common function summary set all belong to the corresponding page design template.

[0064] S2. Analyze the logical relationship between different page functions of the page to be designed based on the historical page design data, and construct a set of logical relationship fragments of the function connection of the page to be designed;

[0065] The step S2 comprises the following steps:

[0066] S21, obtain a combination of any two page functions in the page to be designed, and obtain different combination pairs of page functions. The combination of the same two page functions has different combination pairs due to the difference in the order of the page functions; any combination pair is recorded as A ;

[0067] S22, obtain historical page design data, extract the combination of A For each historical page of all page functions in the analysis, the historical operation data corresponding to each historical page extracted is analyzed. A All operation records of all page functions in: If the same historical page is extracted for A In all operation records of all page functions in A The operations of the two page functions are adjacent and the page functions corresponding to the corresponding operations are in the same order as A If the order of page functions is the same, then A Corresponding to a page functional logical relationship; otherwise, determine A Unmatched page functional logical relationships;

[0068] S23, obtaining each combination pair of corresponding page function logical relationships in the page to be designed, splicing different combination pairs with the same page function to obtain each spliced ​​page function connection logical relationship fragment, wherein the logical relationship between any two adjacent page functions in the page function connection logical relationship fragment points to the direction from the first page function to the second page function in the corresponding combination pair;

[0069] S24, taking a set of corresponding spliced ​​page function connection logical relationship fragments in the page to be designed as a set of function connection logical relationship fragments of the page to be designed.

[0070] S3, based on the function comparison information of the corresponding page design template and the constructed function connection logic relationship fragment set of the page to be designed, obtain the matching confidence value corresponding to each element in the function connection logic relationship fragment set based on the corresponding page design template, and the comprehensive matching bias value of the design page function set of the page to be designed based on the corresponding page design template;

[0071] The method for obtaining the matching confidence value corresponding to each element in the set of functional connection logical relationship fragments based on the corresponding page design template in step S3 comprises the following steps:

[0072] S31, obtaining function comparison information of corresponding page design templates and a set of function connection logic relationship fragments of the page to be designed; k The elements are recorded as LP k ;

[0073] S32, obtain LP k The intersection of the set of all page functions in and the set of common functions in the function comparison information of the corresponding page design template is recorded as IT k ;

[0074] S33, obtaining the first one in the set of functional connection logic relationship fragments based on the corresponding page design template k The calculation formula for the matching confidence value corresponding to an element is as follows:

[0075] ,

[0076] in, CI k Indicates the first fragment in the set of functional connection logic relationships based on the corresponding page design template. k The matching confidence value corresponding to the elements; R k express ITk The number of elements in LPk The ratio of the number of functions of all pages in ; RG It represents the union of the regions to which all page functions in the corresponding page design template respectively belong, except for the page functions that are identical or similar to the common function summary set in the corresponding function comparison information; AV (k,m) Indicates that the page design resources in the database contain RV k In the m In the page design template of the element, RV k The m The elements correspond to the average values ​​of the area of ​​the regions; RV k express LP k Does not belong to IT k The set of elements of LS k Indicates that in the historical page design data, RV k The page functions corresponding to each element in IT k The average distance between any element in the same design page; RGU k Indicates that in the corresponding page design template, IT k The distance between the same or similar page functions is less than or equal to LS k The regional scope and RG The area of ​​the intersection of ; F{} represents the decision function; mk express RV k The total number of elements in

[0077] when When ;

[0078] when When comparing The relationship between 0 and

[0079] like ,but ;

[0080] like ,but ;

[0081] The calculation formula for calculating the comprehensive matching offset value of the design page function set of the page to be designed based on the corresponding page design template in step S3 is as follows:

[0082] ,

[0083] in, PZ A design page function set representing a page to be designed is based on a comprehensive matching offset value of a corresponding page design template; CI k Indicates the first fragment in the set of functional connection logic relationships based on the corresponding page design template. k The matching confidence value corresponding to the elements; k1 Indicates the number of elements in the set of functional connection logic relationship fragments of the corresponding page design template; NC Indicates the number of elements in the difference function summary set in the function comparison information based on the corresponding page design template; NT Indicates the number of elements in the common function summary set in the function comparison information based on the corresponding page design template.

[0084] S4. According to the matching confidence value corresponding to each element in the set of functional connection logical relationship fragments based on the corresponding page design template, mark the best mapping area in the page design template of the page design resources in the database for each element in the set of functional connection logical relationship fragments of the page to be designed; and construct the associated template recommendation information of the page to be designed based on the comprehensive matching bias value of the corresponding page design template in combination with the design page function set of the page to be designed.

[0085] In the process of marking the best mapping area in the page design template of the page design resource in the database for each element in the function connection logic relationship fragment set of the page to be designed, the first element in the function connection logic relationship fragment set of the page to be designed is marked. k The elements are recorded as LP k ; Get each page design template of the page design resource in the database based on LPk The matching confidence of LP k The page design template with the largest matching confidence is recorded as LP k Mapping page design template based on LP k The function comparison information of the mapping page design template is summarized in the common function set and LP k The intersection of the sets of functions of each page in is recorded as LP k The corresponding set of function mappings; LP k Optimal Mapping Region Representation LP k The mapping page design template is LP kThe union of the areas corresponding to page functions with the same or similar elements in the corresponding function mapping set.

[0086] When constructing the associated template recommendation information of the page to be designed, the associated template recommendation information includes an associated template recommendation sequence, a fragment mapping result tag summary set, and an optimal allocation visualization ratio diagram.

[0087] The segment mapping result mark summary set represents a set of page design templates containing the best mapping areas of the mark of the page design resources in the database;

[0088] A set consisting of page design templates in the page design resources of the database whose corresponding comprehensive matching offset values ​​are greater than the minimum value of the comprehensive matching offset values ​​of each element in the summary set of fragment mapping result marks based on the design page function set of the page to be designed is recorded as a first reference set, and a sequence generated by arranging the elements in the first reference set in descending order of the corresponding comprehensive matching offset values ​​is recorded as an associated template recommendation sequence; the comprehensive matching offset value of any element in the associated template recommendation sequence based on the design page function set of the page to be designed is greater than or equal to the minimum value of the comprehensive matching offset value of each element in the summary set of fragment mapping result marks based on the design page function set of the page to be designed;

[0089] The optimal allocation visualization ratio chart represents a chart consisting of the ratio of the number of elements in the functional connection logical relationship fragment set of the page to be designed corresponding to each element in the fragment mapping result mark summary set to the total number of elements in the functional connection logical relationship fragment set of the page to be designed.

[0090] The elements of the corresponding sequence of the associated template recommendation sequence in the associated template recommendation information of this embodiment are dynamically screened based on the fragment mapping result label summary set. However, there may be differences between the element set in the associated template recommendation sequence and the fragment mapping result label summary set. Specifically, the number of elements in the element set in the associated template recommendation sequence is greater than or equal to the number of elements in the fragment mapping result label summary set, and the fragment mapping result label summary set is a proper subset of the element set in the associated template recommendation sequence.

[0091] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device.

[0092] Finally, it should be noted that the above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art can still modify the technical solutions described in the aforementioned embodiments or replace some of the technical features therein by equivalents. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.

Claims

1. A page design resource management method based on association data analysis, characterized in that: The method comprises the following steps: S1. Summarize the functions of the page to be designed to generate a set of design page functions; extract the function summary set corresponding to each page design template in the page design resources in the database; compare the function summary set corresponding to the page design template with the design page function set to obtain function comparison information based on the corresponding page design template; S2. Analyze the logical relationship between different page functions of the page to be designed based on the historical page design data, and construct a set of logical relationship fragments of the function connection of the page to be designed; S3, based on the function comparison information of the corresponding page design template and the function connection logical relationship fragment set of the page to be designed, obtain the matching confidence value corresponding to each element in the function connection logical relationship fragment set based on the corresponding page design template, and the comprehensive matching bias value of the design page function set of the page to be designed based on the corresponding page design template; the method for obtaining the matching confidence value corresponding to each element in the function connection logical relationship fragment set based on the corresponding page design template in step S3 includes the following steps: S31, obtaining function comparison information of corresponding page design templates and a set of function connection logic relationship fragments of the page to be designed; k The elements are recorded as LP k ; S32, obtain LP k The intersection of the set of all page functions in and the set of common functions in the function comparison information of the corresponding page design template is recorded as IT k ; S33, obtaining the first one in the set of functional connection logic relationship fragments based on the corresponding page design template k The calculation formula for the matching confidence value corresponding to an element is as follows: ， in, CI k Indicates the first fragment in the set of functional connection logic relationships based on the corresponding page design template. k The matching confidence value corresponding to the elements; R k express Ik The number of elements in LP k The ratio of the number of functions of all pages in ; RG It represents the union of the regions to which all page functions in the corresponding page design template respectively belong, except for the page functions that are identical or similar to the common function summary set in the corresponding function comparison information; AV (k,m) Indicates that the page design resources in the database contain RV k In the m In the page design template of the element, RV k The m The elements correspond to the average values ​​of the area of ​​the regions; RV k express LP k Does not belong to IT k The set of elements of LS k Indicates that in the historical page design data, RV k The page functions corresponding to each element in IT k The average distance between any element in the same design page; RGU k Indicates that in the corresponding page design template, IT k The distance between the same or similar page functions is less than or equal to LS k The regional scope and RG The area of ​​the intersection of ; F{} represents the decision function; mk express RV k The total number of elements in when When ; when When compared The relationship between 0 and like ,but ; like ,but ; The calculation formula for calculating the comprehensive matching offset value of the design page function set of the page to be designed based on the corresponding page design template in step S3 is as follows: ， in, PZ A design page function set representing a page to be designed is based on a comprehensive matching offset value of a corresponding page design template; CI k Indicates the first fragment in the set of functional connection logic relationships based on the corresponding page design template. k The matching confidence value corresponding to the elements; k1 Indicates the number of elements in the set of functional connection logic relationship fragments of the corresponding page design template; NC Indicates the number of elements in the difference function summary set in the function comparison information based on the corresponding page design template; NT Indicates the number of elements in the common function summary set in the function comparison information based on the corresponding page design template; S4. According to the matching confidence value corresponding to each element in the set of functional connection logical relationship fragments based on the corresponding page design template, mark the best mapping area in the page design template of the page design resources in the database for each element in the set of functional connection logical relationship fragments of the page to be designed; and construct the associated template recommendation information of the page to be designed based on the comprehensive matching bias value of the corresponding page design template in combination with the design page function set of the page to be designed.

2. A page design resource management method based on association data analysis according to claim 1, characterized in that: The design page function set represents a collection of page functions involved in the page to be designed; The page design resources in the database include multiple page design templates, and the function summary set corresponding to each page design template is the page function summary result in the corresponding page design template; The function comparison information based on the corresponding page design template includes a difference function summary set and a common function summary set, wherein the common function summary set represents a set of page functions in the design page function set that are identical or similar to the elements in the function summary set corresponding to the corresponding page design template; the similar page functions corresponding to each page function are obtained by querying a preset form in the database; The difference function summary set represents a set consisting of all elements in the design page function set that do not belong to the common function summary set.

3. A page design resource management method based on association data analysis according to claim 1, characterized in that: The step S2 comprises the following steps: S21, obtain a combination of any two page functions in the page to be designed, and obtain different combination pairs of page functions. The combination of the same two page functions has different combination pairs due to the difference in the order of the page functions; any combination pair is recorded as A ; S22, obtain historical page design data, extract the combination of A For each historical page of all page functions in the analysis, the historical operation data corresponding to each historical page extracted is analyzed. A All operation records of all page functions in: If the same historical page is extracted for A In all operation records of all page functions in A The operations of the two page functions are adjacent and the page functions corresponding to the corresponding operations are in the same order as A If the order of page functions is the same, then A Corresponding to a page functional logical relationship; otherwise, determine A Unmatched page functional logical relationships; S23, obtaining each combination pair of corresponding page function logical relationships in the page to be designed, splicing different combination pairs with the same page function to obtain each spliced ​​page function connection logical relationship fragment, wherein the logical relationship between any two adjacent page functions in the page function connection logical relationship fragment points to the direction from the first page function to the second page function in the corresponding combination pair; S24, taking a set of corresponding spliced ​​page function connection logical relationship fragments in the page to be designed as a set of function connection logical relationship fragments of the page to be designed.

4. The page design resource management method based on association data analysis according to claim 1 is characterized in that: In the process of marking the best mapping area in the page design template of the page design resource in the database for each element in the function connection logic relationship fragment set of the page to be designed, the first element in the function connection logic relationship fragment set of the page to be designed is marked. k The elements are recorded as LP k ; Get each page design template of the page design resource in the database based on Lp The matching confidence of LP k The page design template with the largest matching confidence is recorded as LP k Mapping page design template; Get based on LP k The function comparison information of the mapping page design template is summarized in the common function set and LP k The intersection of the sets of functions of each page in is recorded as LP k The corresponding set of function mappings; LP k Optimal Mapping Region Representation LP k The mapping page design template is LP k The union of the areas corresponding to page functions with the same or similar elements in the corresponding function mapping set.

5. The page design resource management method based on association data analysis according to claim 1 is characterized in that: When constructing the associated template recommendation information of the page to be designed, the associated template recommendation information includes an associated template recommendation sequence, a fragment mapping result tag summary set, and an optimal allocation visualization ratio diagram. The segment mapping result mark summary set represents a set of page design templates containing the best mapping areas of the mark of the page design resources in the database; A set consisting of each page design template in the page design resources of the database, whose corresponding comprehensive matching offset value is greater than the design page function set of the page to be designed, based on the minimum value of the comprehensive matching offset value of each element in the fragment mapping result tag summary set, is recorded as a first reference set, and a sequence generated by arranging the elements in the first reference set in descending order of the corresponding comprehensive matching offset value is recorded as an associated template recommendation sequence; The comprehensive matching offset value of any element in the recommendation sequence of the design page function set of the page to be designed based on the associated template is greater than or equal to the minimum value of the comprehensive matching offset value of each element in the summary set of the design page function set of the page to be designed based on the fragment mapping result mark; The optimal allocation visualization ratio chart represents a chart consisting of the ratio of the number of elements in the functional connection logical relationship fragment set of the page to be designed corresponding to each element in the fragment mapping result mark summary set to the total number of elements in the functional connection logical relationship fragment set of the page to be designed.

6. A page design resource management system based on association data analysis according to the method of claim 1, characterized in that: The system includes the following modules: A comparison information acquisition module, wherein the comparison information acquisition module summarizes the functions of the page to be designed and generates a set of design page functions; extracts the function summary set corresponding to each page design template in the page design resources in the database; Compare the function summary set corresponding to the page design template with the design page function set to obtain function comparison information based on the corresponding page design template; A connection logic analysis module, which combines historical page design data to analyze the logical relationship between different page functions of the page to be designed, and constructs a set of function connection logic relationship fragments of the page to be designed; A template matching analysis module, which obtains a matching confidence value corresponding to each element in the function connection logical relationship fragment set based on the corresponding page design template and a comprehensive matching bias value of the design page function set of the page to be designed based on the corresponding page design template based on the function comparison information of the corresponding page design template and the constructed function connection logical relationship fragment set of the page to be designed; A resource recommendation management module, wherein the resource recommendation management module marks the best mapping area in the page design template of the page design resource in the database for each element in the set of functional connection logical relationship fragments of the page to be designed according to the matching confidence value corresponding to each element in the set of functional connection logical relationship fragments based on the corresponding page design template; Based on the comprehensive matching bias value of the corresponding page design template in combination with the design page function set of the page to be designed, the associated template recommendation information of the page to be designed is constructed.

7. A page design resource management system based on association data analysis according to claim 6, characterized in that: The comparison information acquisition module includes a function aggregation unit, a template function extraction unit and a function comparison unit. The function summarizing unit summarizes the functions of the design page to generate a design page function set; The template function extraction unit extracts a function summary set corresponding to each page design template in the page design resources in the database; The function comparison unit compares the function summary set corresponding to the page design template with the design page function set to obtain function comparison information based on the corresponding page design template.

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