CN114817427B - Method and device for screening suitable old cells, electronic equipment and computer readable medium - Google Patents
Method and device for screening suitable old cells, electronic equipment and computer readable medium Download PDFInfo
- Publication number
- CN114817427B CN114817427B CN202210191728.1A CN202210191728A CN114817427B CN 114817427 B CN114817427 B CN 114817427B CN 202210191728 A CN202210191728 A CN 202210191728A CN 114817427 B CN114817427 B CN 114817427B
- Authority
- CN
- China
- Prior art keywords
- facility
- sub
- cell
- generating
- score
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/29—Geographical information databases
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/16—Real estate
Abstract
The application relates to a method and a device for screening suitable old cells, electronic equipment and a computer readable medium. The method comprises the following steps: acquiring the geographic position of a cell to be evaluated; generating a basic road network map and a service facility set based on the geographic position; generating a facility index coverage rate, facility accessibility and facility aging score of the cell to be evaluated based on the basic road network map and the service facility set; generating a comprehensive evaluation score based on the facility index coverage rate, the facility accessibility degree and the facility aging degree score; and when the comprehensive evaluation score meets a preset strategy, taking the cell to be evaluated as an aged cell. The method, the device, the electronic equipment and the computer readable medium for screening the suitable old community can quickly and accurately screen the suitable old community meeting the user requirement, can also carry out comprehensive and systematic diagnosis and evaluation on urban construction, and quickly diagnose the advantages and short boards of the community in the aspect of suitable aging construction.
Description
Technical Field
The present application relates to the field of computer information processing, and in particular, to a method and an apparatus for screening an adaptive old cell, an electronic device, and a computer readable medium.
Background
Aging becomes a current social hotspot problem, and the assessment of the aging environment is a necessary link and basic work in old cell reconstruction and community updating construction in the city updating stage of China. The method is a precondition for guiding the spatial compound utilization and the resource optimization configuration in the community updating or reforming design work. The evaluation of the aging environment is divided into two levels from the space level, including the evaluation of the living environment of the old people indoors and the evaluation of the outdoor living environment, and the outdoor living environment is divided into two levels of the environment in the community and the life circle level of the community.
For the research on the home environment adaptive aging evaluation tool, the home environment adaptive aging modification requirement evaluation system is provided for evaluating the residential environment barrier (accessibility) in Sweden, and the home environment adaptive aging evaluation tool becomes a home environment adaptive aging modification requirement evaluation tool in foreign countries, particularly in Europe and America, and is started earlier in the field; the American multi-professional aged people home environment comprehensive evaluation and modification scheme (CASPAR) researched and developed by cooperation of American rehabilitation and architecture is characterized in that the cross-subject cooperation of nursing, medical speciality and architecture is emphasized in the evaluation of the aged environment, the rehabilitation requirement of the aged people is emphasized, and an evaluation system is converted into a software tool, so that the evaluation of the living environment of the aged people is facilitated.
Although relatively mature indoor aging evaluation software exists abroad, the software mainly aims at the evaluation of the indoor environment of the building and needs professionals and users with architectural or nursing backgrounds to carry out one-to-one field evaluation, so that the software has certain limitation in practical application.
Therefore, a new method, apparatus, electronic device and computer readable medium for suitable old cell screening are needed.
The above information disclosed in this background section is only for enhancement of understanding of the background of the application and therefore it may contain information that does not form the prior art that is already known to a person of ordinary skill in the art.
Disclosure of Invention
In view of the above, the present application provides a method, an apparatus, an electronic device and a computer readable medium for screening an adaptive old cell, which can quickly and accurately screen an adaptive old cell meeting user requirements, and can also perform comprehensive and systematic diagnosis and evaluation on urban construction to quickly diagnose advantages and short slabs of the cell in the aspect of adaptive aging construction.
Other features and advantages of the present application will be apparent from the following detailed description, or may be learned by practice of the application.
According to an aspect of the present application, an adaptive old cell screening method is provided, the method including: acquiring the geographic position of a cell to be evaluated; generating a basic road network map and a service facility set based on the geographic position; generating a facility index coverage rate, facility accessibility and facility aging score of the cell to be evaluated based on the basic road network map and the service facility set; generating a comprehensive evaluation score based on the facility index coverage rate, the facility accessibility degree and the facility aging degree score; and when the comprehensive evaluation score meets a preset strategy, taking the cell to be evaluated as an aged cell.
In an exemplary embodiment of the present application, generating a basic road network map and a set of service facilities based on the geographic location comprises: taking the geographic position as a circle center, extracting road vector information in a preset range to generate the basic road network map; and taking the geographic position as a circle center, and extracting service facilities in a preset range to generate the service facility set.
In an exemplary embodiment of the present application, generating a facility index coverage of the cell to be assessed based on the basic road network map and the service facility set comprises: generating a first life circle, a second life circle and a third life circle based on the basic road network map; dividing the service facilities in the service facility set into a first life circle service facility subset, a second life circle service facility subset and a third life circle service facility subset according to the corresponding relation between the geographic position of the service facilities and the first life circle, the second life circle and the third life circle; generating a facility index coverage for the cell to be assessed based on the first, second, and third life circle service facility subsets.
In an exemplary embodiment of the present application, generating a first life circle, a second life circle, and a third life circle based on the basic road network map includes: generating a plurality of shortest paths based on the basic road network map and a shortest path algorithm; determining an average walking speed; generating the first life circle, the second life circle, the third life circle based on the plurality of shortest paths and the average walking speed.
In an exemplary embodiment of the present application, generating the facility index coverage of the cell to be assessed based on the first, second, and third sub-sets of life circle services comprises: acquiring a first sub-type and a first sub-quantity, a second sub-type and a second sub-quantity, and a third sub-type and a third sub-quantity of service facilities in the first life circle service facility subset, the second life circle service facility subset, and the third life circle service facility subset; generating a total class and total number based on the first sub-class and the first sub-number, the second sub-class and the second sub-number, the third sub-class and the third sub-number; generating a facility index coverage for the cell under test based on the first sub-category and the first sub-quantity, the second sub-category and the second sub-quantity, the third sub-category and the third sub-quantity, a total category and a total quantity.
In an exemplary embodiment of the present application, generating facility accessibility convenience of the cell to be evaluated based on the basic road network map and the service facility set includes: and generating the facility accessibility of the cell to be evaluated based on the first sub-quantity, the second sub-quantity, the third sub-quantity and the corresponding quantity weight thereof.
In an exemplary embodiment of the present application, generating a facility staleness score of the cell to be evaluated based on the basic road network map and the set of service facilities includes: generating a facility longevity score for the cell to be assessed based on the first sub-category, the second sub-category, the third sub-category, and a category weight corresponding to each category.
In an exemplary embodiment of the present application, generating a comprehensive evaluation score based on the facility index coverage, facility accessibility, and facility aging rating of the cell to be evaluated includes: generating objective scores based on the facility index coverage rate, facility accessibility and facility aging performance scores of the cell to be evaluated; generating a subjective score based on the barrier-free trip score, the activity site score and the plant landscape score corresponding to the cell to be evaluated; generating the composite assessment score based on the objective score and the subjective score.
In an exemplary embodiment of the present application, generating a subjective score based on a barrier-free trip score, an activity site score, and a plant landscape score corresponding to the cell to be evaluated includes: generating a barrier-free travel rating table, an activity site rating table and a plant landscape rating table based on a preset template; generating the barrier-free travel score, the activity site score and the plant landscape score based on filling results of a plurality of barrier-free travel score tables, activity site score tables and plant landscape score tables.
According to an aspect of the present application, there is provided an adaptive old cell screening apparatus, the apparatus including: the position module is used for acquiring the geographic position of a cell to be evaluated; a map module for generating a basic road network map and a service facility set based on the geographic location; the index module is used for generating the facility index coverage rate, facility accessibility convenience and facility aging grade of the cell to be evaluated based on the basic road network map and the service facility set; the scoring module is used for generating a comprehensive evaluation score based on the facility index coverage rate, the facility accessibility degree and the facility aging score; and the screening module is used for taking the cell to be evaluated as an aged cell when the comprehensive evaluation score meets a preset strategy.
According to an aspect of the present application, an electronic device is provided, the electronic device including: one or more processors; storage means for storing one or more programs; when executed by one or more processors, cause the one or more processors to implement a method as above.
According to an aspect of the application, a computer-readable medium is proposed, on which a computer program is stored which, when being executed by a processor, carries out the method as above.
According to the method, the device, the electronic equipment and the computer readable medium for screening the suitable old cell, the geographical position of the cell to be evaluated is obtained; generating a basic road network map and a service facility set based on the geographic position; generating a facility index coverage rate, facility accessibility convenience and facility aging grade of the cell to be evaluated based on the basic road network map and the service facility set; generating a comprehensive evaluation score based on the facility index coverage rate, the facility accessibility degree and the facility aging suitability score; when the comprehensive evaluation score meets a preset strategy, the community to be evaluated is used as an aged-suitable community, the aged-suitable community meeting the user requirements can be quickly and accurately screened out, comprehensive systematic diagnosis and evaluation can be carried out on urban construction, and the advantages and short boards of the community in the aged-suitable construction aspect can be quickly diagnosed.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the application.
Drawings
The above and other objects, features and advantages of the present application will become more apparent by describing in detail exemplary embodiments thereof with reference to the attached drawings. The drawings described below are only some embodiments of the present application, and other drawings may be derived from those drawings by those skilled in the art without inventive effort.
Fig. 1 is a system block diagram illustrating an adaptive old cell screening method and apparatus according to an exemplary embodiment.
Fig. 2 is a flow chart illustrating a method for legacy cell screening in accordance with an example embodiment.
Fig. 3 is a diagram illustrating a method for legacy cell screening according to another example embodiment.
Fig. 4 is a schematic diagram illustrating an adaptive neighbor cell screening method according to another exemplary embodiment.
Fig. 5 is a diagram illustrating a method for legacy cell screening according to another example embodiment.
Fig. 6 is a diagram illustrating a method of legacy cell screening according to another example embodiment.
Fig. 7 is a block diagram illustrating an apparatus for legacy cell screening in accordance with an example embodiment.
FIG. 8 is a block diagram illustrating an electronic device in accordance with an example embodiment.
FIG. 9 is a block diagram illustrating a computer-readable medium in accordance with an example embodiment.
Detailed Description
Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The same reference numerals denote the same or similar parts in the drawings, and thus, a repetitive description thereof will be omitted.
Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided to give a thorough understanding of embodiments of the application. One skilled in the relevant art will recognize, however, that the subject matter of the present application can be practiced without one or more of the specific details, or with other methods, components, devices, steps, and so forth. In other instances, well-known methods, devices, implementations, or operations have not been shown or described in detail to avoid obscuring aspects of the application.
The block diagrams shown in the figures are functional entities only and do not necessarily correspond to physically separate entities. I.e. these functional entities may be implemented in the form of software, or in one or more hardware modules or integrated circuits, or in different networks and/or processor means and/or microcontroller means.
The flow charts shown in the drawings are merely illustrative and do not necessarily include all of the contents and operations/steps, nor do they necessarily have to be performed in the order described. For example, some operations/steps may be decomposed, and some operations/steps may be combined or partially combined, so that the actual execution sequence may be changed according to the actual situation.
It will be understood that, although the terms first, second, third, etc. may be used herein to describe various components, these components should not be limited by these terms. These terms are used to distinguish one element from another. Thus, a first component discussed below may be termed a second component without departing from the teachings of the present concepts. As used herein, the term "and/or" includes any and all combinations of one or more of the associated listed items.
It will be appreciated by those skilled in the art that the drawings are merely schematic representations of exemplary embodiments, and that the blocks or processes shown in the drawings are not necessarily required to practice the present application and are, therefore, not intended to limit the scope of the present application.
Fig. 1 is a system block diagram illustrating an adaptive old cell screening method and apparatus according to an exemplary embodiment.
As shown in fig. 1, the system architecture 10 may include terminal devices 101, 102, 103, a network 104, and a server 105. Network 104 is the medium used to provide communication links between terminal devices 101, 102, 103 and server 105. Network 104 may include various connection types, such as wired, wireless communication links, or fiber optic cables, among others.
The user may use the terminal devices 101, 102, 103 to interact with the server 105 via the network 104 to receive or send messages or the like. Various communication client applications, such as an environment assessment application, a web browser application, a search application, an instant messaging tool, a mailbox client, social platform software, and the like, may be installed on the terminal devices 101, 102, 103.
The terminal devices 101, 102, 103 may be various electronic devices having a display screen and supporting web browsing, including but not limited to smart phones, tablet computers, laptop portable computers, desktop computers, and the like.
The server 105 may be a server providing various services, such as a background management server providing support for the elderly cell browsed by the user using the terminal devices 101, 102, 103. The background management server can analyze and the like the received user evaluation data and feed back the processing result to the terminal equipment or the administrator.
The server 105 may, for example, obtain the geographical location of the cell to be assessed; server 105 may generate a basic road network map and a set of service facilities, for example, based on the geographic location; the server 105 may generate a facility index coverage, facility accessibility, and facility staleness score for the cell to be assessed, e.g., based on the base road network map and the set of service facilities; the server 105 may generate a composite assessment score, for example, based on the facility index coverage, the facility reachability convenience, the facility staleness score; the server 105 may, for example, regard the cell to be evaluated as an eligible cell when the composite evaluation score satisfies a preset policy.
The server 105 may be a physical server, or may be composed of a plurality of servers, for example, it should be noted that the method for screening an old adapted cell provided in the embodiment of the present application may be executed by the server 105, and accordingly, the apparatus for screening an old adapted cell may be disposed in the server 105. And the application end providing the user to perform cell evaluation or view cell evaluation is generally located in the terminal device 101, 102, 103.
Fig. 2 is a flow chart illustrating a method for legacy cell screening in accordance with an example embodiment. The method 20 for screening an aging-suitable cell at least includes steps S202 to S210.
As shown in fig. 2, in S202, the geographical location of the cell to be evaluated is acquired.
In S204, a basic road network map and a service facility set are generated based on the geographic location. Taking the geographic position as a circle center, and extracting road vector information in a preset range to generate the basic road network map; and taking the geographic position as a circle center, and extracting service facilities in a preset range to generate the service facility set.
More specifically, the central point of the cell to be evaluated is taken as the center of a circle, and road vector information within a range of 2 kilometers around the cell is extracted to form a basic road network map. And information such as names, geographic coordinates, categories and the like of various service facilities within 2 kilometers around the cell to be evaluated can be extracted.
All facilities can be screened one by one according to the regulations of living circle supporting facilities in the urban residential area planning and design standard. The low relevance such as municipal utilities are cancelled in consideration of the relevance to the life of the old and the feasibility of acquiring network open source data; a community dining room with high demand for the old is increased; the park green land is used as a public service facility to be supplemented into the evaluation index, and the content which cannot be evaluated only by open source data is added into subjective evaluation, such as the construction conditions of a child activity field, a fitness facility, a household garbage collection point and the like. Finally, 5 types of 35 facilities are determined to participate in objective evaluation of community aging adaptation construction. The community suitable old facilities all need to meet one of the following conditions:
(1) The traditional Chinese medicine directly serves the daily life of the old, and is the type with the highest use frequency, such as: vegetable markets, parking lots, drugstores, and the like.
(2) The method provides targeted services for the elderly with limited self-care ability, such as: community dining halls, presidents, community retirement homes, etc.
(3) Indirectly related to the life of the old, is beneficial to improving the mental health of the old, such as: kindergarten, primary school, etc.
(4) Business and public service facilities that are somewhat less frequently used but are indispensable, such as: banking outlets, street offices, bus stations, etc.
Further, the facilities involved in objective assessment of community fitness construction are shown in table 1:
in S206, a facility index coverage rate, a facility accessibility degree, and a facility aging degree score of the cell to be evaluated are generated based on the basic road network map and the service facility set.
In one embodiment, a first life circle, a second life circle, a third life circle may be generated, for example, based on the base road network map; and dividing the service facilities in the service facility set into a first life circle service facility subset, a second life circle service facility subset and a third life circle service facility subset according to the geographic positions of the service facilities and the corresponding relation of the first life circle, the second life circle and the third life circle.
As shown in fig. 3, on the basis of the road vector diagram, each road that can be reached within the maximum walking radius set by the user and the shortest path distance to the end point of the road are calculated based on Dijkstra shortest path algorithm with the cell center point as the starting point, and the center points of the edge grids are connected into a continuous closed multi-segment line. In order to better aim at special conditions of the old, the average pace speed of the old is 1.00m/s as a main parameter, so that the polygonal range covered by the life circle for five minutes, ten minutes and fifteen minutes in the old-suitable cell is calculated.
In one embodiment, the facility index coverage for the cell under evaluation may be generated, for example, based on the first, second, and third sub-sets of life circle services. Details of the facility index coverage will be described in detail in the corresponding embodiment of fig. 4.
In one embodiment, the facility reachable convenience of the cell to be assessed may be generated, for example, based on the first sub-quantity, the second sub-quantity, the third sub-quantity, and their corresponding quantity weights. Details of facility accessibility are described in detail in the embodiment corresponding to fig. 5.
In one embodiment, a facility staleness score for the cell to be assessed may be generated, for example, based on the first sub-category, the second sub-category, the third sub-category, and the category weight corresponding to each category. Details of the facility longevity score are described in detail in the corresponding embodiment of fig. 6.
In S208, a composite assessment score is generated based on the facility index coverage, the facility reachability, and the facility staleness score. Generating objective scores based on the facility index coverage rate, facility accessibility and facility aging performance scores of the cell to be evaluated; generating a subjective score based on the barrier-free trip score, the activity site score and the plant landscape score corresponding to the cell to be evaluated; and generating the comprehensive assessment score based on the objective score and the subjective score.
In a specific embodiment, the barrier-free travel rating table, the activity site rating table and the plant landscape rating table can be generated based on a preset template; generating the barrier-free travel score, the activity site score and the plant landscape score based on filling results of a plurality of barrier-free travel score tables, activity site score tables and plant landscape score tables.
Among them, barrier-free is a basic condition for guaranteeing outdoor activities of the elderly. Particularly, the system can smoothly reach various leisure facilities and service facilities in a community aiming at people with inconvenient legs and feet or people needing to go out by means of wheelchairs, and is a subjective assessment on the accessibility of the path. The content covers road comfort, safety, identifiability and the like.
The leisure activity field is a field for providing various activities such as body building, chatting, playing cards, walking and the like for residents, and is a basic guarantee for meeting outdoor activities of the residents in a residential area. The questionnaire content gives consideration to the interests and hobbies of different old people and the requirements of the old people under different health conditions, and also considers the psychological needs and social communication needs of the old people.
The plant landscape is the basis for guaranteeing the quality of the ecological environment of the residential area, and abundant plant configuration is beneficial to physical and mental health of residents. The questionnaire content not only gives consideration to the ornamental abundance of plant landscape, such as four-season landscape, rich color and the like, but also reflects the attention to the use function, such as shading property, safety and the like. The level of post-maintenance of the plant landscape is also listed in the questionnaire as an important influencing factor.
The objective evaluation is based on open source big data, only the quantity and the position distribution of the reaction facilities are received, and the construction quality, the applicability and the like of the facilities cannot be reflected, so the subjective evaluation of the outdoor activity space elements is used as an important supplement for the aging evaluation. According to the research on the physiological, psychological and social requirements of the old, three main contents which are most closely related to the daily life of the old are determined: barrier-free travel, leisure activity places and plant landscape construction. In order to facilitate the participation evaluation of the old groups, the number of the questions is accurately reduced and refined, and the questions are set by selecting the factors which have the greatest influence on the outdoor activities of the old. Each topic can independently represent an evaluation level, so that the content intersection is avoided, and the topics are expressed in a concise and clear language as much as possible. As shown in FIG. 6, the user can slide the slider bar on the software interface to score the score in the range of 0-5, and finally count the score based on the percentile system.
In S210, when the comprehensive evaluation score meets a preset policy, the cell to be evaluated is taken as an adaptive old cell. The cell with the comprehensive score larger than the threshold value can be used as an age-adaptive cell for recommendation, and the cell can be recommended on the application home page for the user to select. And the basic method can also be used for evaluating all cells in the whole city range, generating scores and displaying the scores on an application end for a user to inquire.
It is worth mentioning that the present application has been described by taking an adaptive cell as an example, but the specific method of the present application may also be used for a user to perform other cell screening, and set different points of interest to screen other types of cells. Such as a cell suitable for children's activities, a cell suitable for white-collar residences, etc., although the application is not limited thereto.
According to the method for screening the suitable old community, the geographical position of the community to be evaluated is obtained; generating a basic road network map and a service facility set based on the geographic position; generating a facility index coverage rate, facility accessibility and facility aging score of the cell to be evaluated based on the basic road network map and the service facility set; generating a comprehensive evaluation score based on the facility index coverage rate, the facility accessibility degree and the facility aging degree score; when the comprehensive evaluation score meets a preset strategy, the community to be evaluated is used as an aged-suitable community, the aged-suitable community meeting the user requirements can be quickly and accurately screened out, comprehensive systematic diagnosis and evaluation can be carried out on urban construction, and the advantages and short boards of the community in the aged-suitable construction aspect can be quickly diagnosed.
Furthermore, the screening method for the suitable old community adopts an evaluation mode combining subjective evaluation and objective analysis, and has the following advantages:
the application of the information service technology in the urban construction field can be fully exerted by an objective evaluation mode, and the accuracy and convenience of the aging evaluation are improved. Based on open source data such as urban roads and POI (Point of interest), the community suitability is evaluated. The open source data has the characteristics of large data volume, quick response requirement, various data types and the like; the evaluation is carried out by utilizing the open source data, a large number of communities can be quickly and accurately evaluated in a short time, and a large amount of time, manpower and material resources spent in the traditional manual research process are avoided. This will allow the evaluation process to be performed efficiently.
An isochronal range is defined based on the path distance. The traditional method for dividing the equal-time circle range by space analysis often directly uses the radius of a buffer area for dividing. The demarcation mode is too simple to the real city space, and can not reflect the actual equal time circle range. The method for calculating the equal time circle accurately depicts the space range related to the equal time circle based on the path distance of the urban road network, and enables the evaluation of the community suitable and old facilities to be more accurate.
The evaluation of the public service facilities takes into account both the completeness of the facility category and the importance and the number of outfits of the different facilities. The community longevity and convenience evaluation is more scientific, complete and comprehensive, and users can observe advantages and loopholes of public facilities of various communities more conveniently, so that subsequent targeted decisions of the users can be facilitated.
The subjective evaluation mode makes up the limitation of objective evaluation, and obtains an individualized evaluation result according to the construction and use level of the reaction facilities with more real human scale and the user satisfaction and the individual specific conditions of the user. The subjective and objective combination can ensure that the evaluation result is more instructive to the updating and the reconstruction of the community in the next step. In two adjacent cells, the objective evaluation results aiming at the supporting facilities are likely to be very similar, and the subjective evaluation can truly reflect the actual construction level of the outdoor space of the cell.
The research results are visually expressed by utilizing an information technology, so that the method is convenient for common public operation and use. The network environment limitation of software application is also considered, the equal-time-circle algorithm is built in the platform, and API calling for map services such as Mapbox is avoided. The frequent access to a third-party platform interface is avoided, the network delay is reduced, and the demands of a user for calculating time circles and the like can be quickly responded; meanwhile, the problems of copyright, service calling charge and the like are avoided, and the software development cost and the legal risk are reduced.
Furthermore, the aged-suitable cell screening method is different from an urban physical examination evaluation system which takes professional comprehensive characteristics, takes a detailed evaluation list and evaluation rules as supports, and mainly faces urban managers and professionals to carry out comprehensive systematic diagnosis and evaluation on urban construction. The method is based on the common public as a starting point, and a high-efficiency, convenient and practical community aging assessment tool is established. A professional and scientific evaluation system is presented by visual and easily-operated computer software, and research results are converted into a software tool for serving social life.
Software generated by the method in the application can be used for evaluating whether a certain cell can meet the self-old-age need. The elderly can influence the subjective evaluation part according to the health condition and personal preference, so that the personalized evaluation result can be obtained.
The community manager can quickly evaluate the generalization of the aging-adapted construction of a certain cell through the software generated by the method in the application without professional training, quickly diagnose the advantages and short boards of the cell in the aging-adapted construction aspect, and clearly improve the content and the next working key point. After the transformation is finished, the evaluation is carried out again, and the result comparison before and after the transformation can visually reflect the transformation effect.
Software generated by the method can be used as one of investigation means when professional planning designers carry out community transformation, and by utilizing open source big data, investigation speed and accuracy can be effectively improved, and working efficiency is greatly improved.
It should be clearly understood that this application describes how to make and use particular examples, but the principles of this application are not limited to any details of these examples. Rather, these principles can be applied to many other embodiments based on the teachings of the present disclosure.
Fig. 4 is a diagram illustrating a method of legacy cell screening according to another example embodiment. As shown in fig. 4, the types and the numbers of the services of the respective circle layers are counted for each of the three life circle ranges, and table 2 is generated as follows, and it is clear from table 2 which services are still lacking.
And comparing the report with a complete facility summary table, further calculating to obtain index coverage rate of the suitable old facilities, taking the index coverage rate as an evaluation index of the level for evaluating the perfection degree of the suitable old facilities in the suitable old community, and finally performing visual expression to facilitate the public to understand the index meaning. The specific calculation formula is as follows:
the number of types of facilities in a 5-minute living circle/15 = index coverage rate of matched facilities in the 5-minute living circle;
index coverage rate of facility type number/(15 + 8) = 10-minute living circle supporting facility index in 5-minute + 10-minute
5 min +10 min +15 min facility type number/(15 +8+ 12) =15 min supporting facility index coverage rate.
Wherein, the 5 minute life circle corresponds to A-type facilities, the 10 minute life circle corresponds to A-type facilities and B-type facilities, and the 15 minute life circle corresponds to A-type facilities, B-type facilities and C-type facilities. In a specific embodiment, class a facilities correspond to a weight of 15, class B facilities correspond to a weight of 8, and class C facilities correspond to a weight of 12.
Fig. 5 is a diagram illustrating a method for legacy cell screening according to another example embodiment. As shown in fig. 5, considering that the population living and caring for the elderly is mainly in a walking trip mode, the distance between the facility and the residential area is a main factor affecting the convenience of trip, and therefore, the distance is used as a weighting factor for measuring the convenience.
Convenience index calculation formula Q i ＝∑ i＝1 b i_j // Ns where Q i Is convenience index of ith cell, b i_j The j is the j-type factor of the ith cell, j is the circle layer (distance) weight factor, and Ns is the total amount of facilities.
In a specific embodiment, according to the division result of the facility circle layer, the scoring opinion of the experts and the travel rule of the old, the weight of the distance between facilities in the 5-minute living circle is 10, the weight of the distance between facilities in the ten-minute circle layer is 8, and the weight of the distance between facilities in the 5-minute circle layer is 6.
Sigma, assuming that the total amount of facilities in the five-minute circle around a certain cell is alpha, the total amount in ten minutes is beta, and the total amount in fifteen minutes is gamma i＝1 b i_j = (10 α +8 β +6 γ), convenience index Q i ＝(10α+8β+6γ)/(α+β+γ)。
Fig. 6 is a diagram illustrating a method of legacy cell screening according to another example embodiment. As shown in FIG. 6, the age-adapted index is calculated by the formula T i ＝∑ i＝1 s i_j In the formula Q i Is age index of ith cell, s i_j And j is an aging suitability weight factor in the age suitability evaluation, and the assignment of the aging suitability weight integrates the physical activity ability of the old and the frequency of daily trip destination service facilities, the comprehensive experts score, and different aging suitability weight scores are determined for different service facilities.
The distribution circle layer of the facilities is not considered for the computer weight distribution of the service facility aging suitability, so that the similar facilities in different circle layers are combined, the retrieval of the acquired data POI is considered, the use convenience of the old people is integrated, the scales of the similar facilities are not distinguished any more, and the category of the facilities is searched for 32 types after the 39 images in the list of the suitable facilities in the life circle in 15 minutes are classified and combined.
Assuming that the type of the services involved in the 15-minute circle around a certain cell is NZ type, the weight corresponding to each type of the services is Ni (i =1,2,3, 4)\8230, 8230, 8230i) is suitable for the old index sigma i＝1 s i_j ＝(N1+N2+N3+………N)。
Those skilled in the art will appreciate that all or part of the steps implementing the above embodiments are implemented as computer programs executed by a CPU. When executed by the CPU, performs the functions defined by the methods provided herein. The program may be stored in a computer readable storage medium, which may be a read-only memory, a magnetic or optical disk, or the like.
Furthermore, it should be noted that the above-mentioned figures are only schematic illustrations of the processes involved in the method according to exemplary embodiments of the present application and are not intended to be limiting. It will be readily understood that the processes shown in the above figures are not intended to indicate or limit the chronological order of the processes. In addition, it is also readily understood that these processes may be performed synchronously or asynchronously, e.g., in multiple modules.
The following are embodiments of the apparatus of the present application that may be used to perform embodiments of the method of the present application. For details which are not disclosed in the embodiments of the apparatus of the present application, reference is made to the embodiments of the method of the present application.
Fig. 7 is a block diagram illustrating an apparatus for legacy-capable cell screening in accordance with an example embodiment. As shown in fig. 7, the legacy cell screening apparatus 70 includes: a location module 702, a map module 704, an index module 706, a scoring module 708, and a filtering module 710.
The location module 702 is configured to obtain a geographic location of a cell to be evaluated;
a map module 704 for generating a basic road network map and a set of service facilities based on the geographic location;
the index module 706 is configured to generate a facility index coverage rate, a facility accessibility degree, and a facility aging score of the cell to be evaluated based on the basic road network map and the service facility set;
the scoring module 708 is configured to generate a comprehensive assessment score based on the facility index coverage, the facility accessibility, and the facility aging score;
the screening module 710 is configured to, when the comprehensive evaluation score meets a preset policy, take the cell to be evaluated as an adaptive old cell.
According to the screening device for the old adapted community, the geographical position of the community to be evaluated is obtained; generating a basic road network map and a service facility set based on the geographic position; generating a facility index coverage rate, facility accessibility convenience and facility aging grade of the cell to be evaluated based on the basic road network map and the service facility set; generating a comprehensive evaluation score based on the facility index coverage rate, the facility accessibility degree and the facility aging degree score; when the comprehensive evaluation score meets a preset strategy, the community to be evaluated is used as an aged-suitable community, the aged-suitable community meeting the user requirements can be quickly and accurately screened out, comprehensive systematic diagnosis and evaluation can be carried out on urban construction, and the advantages and short boards of the community in the aged-suitable construction aspect can be quickly diagnosed.
FIG. 8 is a block diagram illustrating an electronic device in accordance with an example embodiment.
An electronic device 800 according to this embodiment of the application is described below with reference to fig. 8. The electronic device 800 shown in fig. 8 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present application.
As shown in fig. 8, the electronic device 800 is in the form of a general purpose computing device. The components of the electronic device 800 may include, but are not limited to: at least one processing unit 810, at least one memory unit 820, a bus 830 connecting the various system components (including the memory unit 820 and the processing unit 810), a display unit 840, and the like.
Wherein the storage unit stores program code that can be executed by the processing unit 810, such that the processing unit 810 performs the steps according to various exemplary embodiments of the present application described in the present specification. For example, the processing unit 810 may perform the steps as shown in fig. 2.
The memory unit 820 may include readable media in the form of volatile memory units, such as a random access memory unit (RAM) 8201 and/or a cache memory unit 8202, and may further include a read only memory unit (ROM) 8203.
The memory unit 820 may also include a program/utility 8204 having a set (at least one) of program modules 8205, such program modules 8205 including, but not limited to: an operating system, one or more application programs, other program modules, and program data, each of which, or some combination thereof, may comprise an implementation of a network environment.
The electronic device 800 can also communicate with one or more external devices 800' (e.g., keyboard, pointing device, bluetooth device, etc.) such that a user can communicate with the devices with which the electronic device 800 interacts, and/or any device (e.g., router, modem, etc.) with which the electronic device 800 can communicate with one or more other computing devices. Such communication may occur via input/output (I/O) interfaces 850. Also, the electronic device 800 may communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network, such as the internet) via the network adapter 860. The network adapter 860 may communicate with other modules of the electronic device 800 via the bus 830. It should be appreciated that although not shown, other hardware and/or software modules may be used in conjunction with the electronic device 800, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems, to name a few.
Through the above description of the embodiments, those skilled in the art will readily understand that the exemplary embodiments described herein may be implemented by software, or by software in combination with necessary hardware. Therefore, as shown in fig. 9, the technical solution according to the embodiment of the present application may be embodied in the form of a software product, which may be stored in a non-volatile storage medium (which may be a CD-ROM, a usb disk, a removable hard disk, etc.) or on a network, and includes several instructions to enable a computing device (which may be a personal computer, a server, or a network device, etc.) to execute the above method according to the embodiment of the present application.
The software product may employ any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. A readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium include: an electrical connection having one or more wires, a portable disk, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The computer readable storage medium may include a propagated data signal with readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A readable storage medium may also be any readable medium that is not a readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a readable storage medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Program code for carrying out operations of the present application may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computing device, partly on the user's device, as a stand-alone software package, partly on the user's computing device and partly on a remote computing device, or entirely on the remote computing device or server. In the case of a remote computing device, the remote computing device may be connected to the user computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., through the internet using an internet service provider).
The computer readable medium carries one or more programs which, when executed by a device, cause the computer readable medium to perform the functions of: acquiring the geographic position of a cell to be evaluated; generating a basic road network map and a service facility set based on the geographic position; generating a facility index coverage rate, facility accessibility convenience and facility aging grade of the cell to be evaluated based on the basic road network map and the service facility set; generating a comprehensive evaluation score based on the facility index coverage rate, the facility accessibility degree and the facility aging suitability score; and when the comprehensive evaluation score meets a preset strategy, taking the cell to be evaluated as an aged cell.
Those skilled in the art will appreciate that the modules described above may be distributed in the apparatus as described in the embodiments, and that corresponding changes may be made in one or more apparatus that are unique from the embodiments. The modules of the above embodiments may be combined into one module, or further split into multiple sub-modules.
Through the above description of the embodiments, those skilled in the art will readily understand that the exemplary embodiments described herein may be implemented by software, or by software in combination with necessary hardware. Therefore, the technical solution according to the embodiment of the present application may be embodied in the form of a software product, which may be stored in a non-volatile storage medium (which may be a CD-ROM, a usb disk, a removable hard disk, etc.) or on a network, and includes several instructions to enable a computing device (which may be a personal computer, a server, a mobile terminal, or a network device, etc.) to execute the method according to the embodiment of the present application.
Exemplary embodiments of the present application are specifically illustrated and described above. It is to be understood that the application is not limited to the details of construction, arrangement, or method of implementation described herein; on the contrary, the intention is to cover various modifications and equivalent arrangements included within the spirit and scope of the appended claims.
Claims (7)
1. An adaptive old cell screening method is characterized by comprising the following steps:
acquiring the geographic position of a cell to be evaluated;
generating a basic road network map and a service facility set based on the geographic position;
generating a facility index coverage rate, facility accessibility and facility aging score of the cell to be evaluated based on the basic road network map and the service facility set;
generating objective scores based on the facility index coverage rate, facility accessibility and facility aging performance scores of the cell to be evaluated;
generating a subjective score based on the barrier-free trip score, the activity site score and the plant landscape score corresponding to the cell to be evaluated;
generating the comprehensive assessment score based on the objective score and the subjective score;
when the comprehensive evaluation score meets a preset strategy, taking the cell to be evaluated as an aged cell;
generating a facility index coverage of the cell to be assessed based on the basic road network map and the service facility set, comprising:
generating a first life circle, a second life circle and a third life circle based on the basic road network map; the first life circle is a five-minute life circle, the second life circle is a ten-minute life circle, and the third life circle is a fifteen-minute life circle;
dividing the service facilities in the service facility set into a first life circle service facility subset, a second life circle service facility subset and a third life circle service facility subset according to the corresponding relation between the geographic position of the service facilities and the first life circle, the second life circle and the third life circle;
generating a facility index coverage of the cell to be assessed based on the first, second, and third life circle service facility subsets;
generating a facility index coverage for the cell to be assessed based on the first, second, and third subset of life circle services, comprising:
acquiring a first sub-type and a first sub-quantity, a second sub-type and a second sub-quantity, and a third sub-type and a third sub-quantity of service facilities in the first life circle service facility subset, the second life circle service facility subset, and the third life circle service facility subset;
generating a total class and a total number based on the first sub-class and the first sub-number, the second sub-class and the second sub-number, the third sub-class and the third sub-number;
generating a first life circle ancillary facility coverage, a second life circle ancillary facility coverage, a third life circle ancillary facility coverage based on the first sub-category and the first sub-quantity, the second sub-category and the second sub-quantity, the third sub-category and the third sub-quantity, a total category and a total quantity;
generating a facility index coverage rate of the cell to be evaluated based on a first life circle supporting facility coverage rate, a second life circle supporting facility coverage rate and a third life circle supporting facility coverage rate;
generating the facility accessibility convenience degree of the cell to be evaluated based on the basic road network map and the service facility set, wherein the facility accessibility convenience degree comprises the following steps:
generating facility accessibility convenience of the cell to be evaluated based on the first sub-quantity, the second sub-quantity, the third sub-quantity and the quantity weight corresponding to the first sub-quantity, the second sub-quantity and the third sub-quantity;
Qi＝(10α+8β+6γ)/(α+β+γ)；
wherein Q i is the convenience index of the ith cell, alpha is the total quantity of facilities in the first living circle, beta is the total quantity of facilities in the second living circle, and gamma is the total quantity of facilities in the third living circle;
generating a facility age suitability score for the cell to be assessed based on the basic road network map and the service facility set, comprising:
generating a facility longevity score for the cell to be assessed based on the first sub-category, the second sub-category, the third sub-category, and a category weight corresponding to each category;
the facility staleness score is the sum of the weights of all categories included by all facilities within the third life circle.
2. The method of claim 1, wherein generating a set of basic road network maps and service facilities based on said geographic location comprises:
taking the geographic position as a circle center, and extracting road vector information in a preset range to generate the basic road network map;
and taking the geographic position as a circle center, and extracting service facilities in a preset range to generate the service facility set.
3. The method of claim 1, wherein generating a first life circle, a second life circle, a third life circle based on said base road network map comprises:
generating a plurality of shortest paths based on the basic road network map and a shortest path algorithm;
determining an average walking speed;
generating the first, second, and third life circles based on the plurality of shortest paths and the average walking speed.
4. The method of claim 1, wherein generating a subjective score based on barrier-free travel scores, event venue scores, and plant landscape scores corresponding to the cell to be assessed comprises:
generating a barrier-free travel rating table, an activity place rating table and a plant landscape rating table based on a preset template;
generating the barrier-free travel score, the activity site score and the plant landscape score based on filling results of a plurality of barrier-free travel score tables, activity site score tables and plant landscape score tables.
5. An adapted old district sieving mechanism, characterized in that includes:
the position module is used for acquiring the geographic position of a cell to be evaluated;
a map module for generating a basic road network map and a service facility set based on the geographic location;
the index module is used for generating the facility index coverage rate, facility accessibility and facility aging degree scores of the cell to be evaluated based on the basic road network map and the service facility set;
an index module, further configured to generate a facility index coverage of the cell to be evaluated based on the basic road network map and the service facility set, including:
generating a first life circle, a second life circle and a third life circle based on the basic road network map; the first life circle is a five-minute life circle, the second life circle is a ten-minute life circle, and the third life circle is a fifteen-minute life circle;
dividing the service facilities in the service facility set into a first life circle service facility subset, a second life circle service facility subset and a third life circle service facility subset according to the corresponding relation between the geographic position of the service facilities and the first life circle, the second life circle and the third life circle;
generating a facility index coverage rate for the cell to be assessed based on the first, second, and third subset of life circle services;
generating a facility index coverage for the cell to be assessed based on the first, second, and third subset of life circle services, including:
acquiring a first sub-category and a first sub-quantity, a second sub-category and a second sub-quantity, and a third sub-category and a third sub-quantity of service facilities in the first living circle service facility subset, the second living circle service facility subset, and the third living circle service facility subset;
generating a total class and total number based on the first sub-class and the first sub-number, the second sub-class and the second sub-number, the third sub-class and the third sub-number;
generating a first life circle ancillary facility coverage, a second life circle ancillary facility coverage, a third life circle ancillary facility coverage based on the first sub-category and the first sub-quantity, the second sub-category and the second sub-quantity, the third sub-category and the third sub-quantity, a total category and a total quantity;
generating a facility index coverage rate of the cell to be evaluated based on a first life circle supporting facility coverage rate, a second life circle supporting facility coverage rate and a third life circle supporting facility coverage rate;
the index module is further used for generating facility accessibility convenience of the cell to be evaluated based on the basic road network map and the service facility set, and comprises the following steps: generating facility accessibility convenience of the cell to be evaluated based on the first sub-quantity, the second sub-quantity, the third sub-quantity and the quantity weight corresponding to the first sub-quantity, the second sub-quantity and the third sub-quantity;
Qi＝(10α+8β+6γ)/(α+β+γ)；
wherein Q i is the convenience index of the ith cell, alpha is the total quantity of facilities in the first living circle, beta is the total quantity of facilities in the second living circle, and gamma is the total quantity of facilities in the third living circle;
an index module, further configured to generate a facility staleness score for the cell to be evaluated based on the basic road network map and the set of service facilities, including:
generating a facility longevity score for the cell to be assessed based on the first sub-category, the second sub-category, the third sub-category, and a category weight corresponding to each category;
the facility longevity score is the sum of the weights of all categories included in all facilities within the third life circle;
the scoring module is used for generating objective scores based on the facility index coverage rate, facility accessibility and facility aging score of the cell to be evaluated; generating a subjective score based on the barrier-free trip score, the activity site score and the plant landscape score corresponding to the cell to be evaluated; generating the composite assessment score based on the objective score and the subjective score;
and the screening module is used for taking the cell to be evaluated as an aged cell when the comprehensive evaluation score meets a preset strategy.
6. An electronic device, comprising:
one or more processors;
storage means for storing one or more programs;
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-4.
7. A computer-readable medium, on which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1-4.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210191728.1A CN114817427B (en) | 2022-02-28 | 2022-02-28 | Method and device for screening suitable old cells, electronic equipment and computer readable medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210191728.1A CN114817427B (en) | 2022-02-28 | 2022-02-28 | Method and device for screening suitable old cells, electronic equipment and computer readable medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN114817427A CN114817427A (en) | 2022-07-29 |
| CN114817427B true CN114817427B (en) | 2023-02-07 |
Family
ID=82528157
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210191728.1A Active CN114817427B (en) | 2022-02-28 | 2022-02-28 | Method and device for screening suitable old cells, electronic equipment and computer readable medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114817427B (en) |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2015147353A1 (en) * | 2014-03-27 | 2015-10-01 | 부산대학교 산학협력단 | Integrated management system for sludge in plurality of sewage treatment facilities using environmental impact assessment and method therefor |
| CN108428056A (en) * | 2018-03-13 | 2018-08-21 | 重庆市地理信息中心 | The evaluation method and device of community's life's circle |
| CN110675009A (en) * | 2018-07-03 | 2020-01-10 | 百度在线网络技术（北京）有限公司 | Method and device for evaluating convenience of cell |
| CN112581091A (en) * | 2020-12-21 | 2021-03-30 | 广州市城市规划设计所 | Quantitative evaluation method, device and equipment for public service facilities and storage medium |
| CN113011667A (en) * | 2021-03-29 | 2021-06-22 | 华南理工大学 | Old block refined public service facility configuration method based on big data |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110490352A (en) * | 2019-05-31 | 2019-11-22 | 武汉大学 | A kind of urban education service facility evaluation optimization method |
| CN113657688B (en) * | 2021-08-31 | 2022-04-01 | 广州市城市规划勘测设计研究院 | Simulation measurement method for community life circle |
-
2022
- 2022-02-28 CN CN202210191728.1A patent/CN114817427B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2015147353A1 (en) * | 2014-03-27 | 2015-10-01 | 부산대학교 산학협력단 | Integrated management system for sludge in plurality of sewage treatment facilities using environmental impact assessment and method therefor |
| CN108428056A (en) * | 2018-03-13 | 2018-08-21 | 重庆市地理信息中心 | The evaluation method and device of community's life's circle |
| CN110675009A (en) * | 2018-07-03 | 2020-01-10 | 百度在线网络技术（北京）有限公司 | Method and device for evaluating convenience of cell |
| CN112581091A (en) * | 2020-12-21 | 2021-03-30 | 广州市城市规划设计所 | Quantitative evaluation method, device and equipment for public service facilities and storage medium |
| CN113011667A (en) * | 2021-03-29 | 2021-06-22 | 华南理工大学 | Old block refined public service facility configuration method based on big data |
Also Published As
| Publication number | Publication date |
|---|---|
| CN114817427A (en) | 2022-07-29 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Ye et al. | How block density and typology affect urban vitality: An exploratory analysis in Shenzhen, China | |
| Shen et al. | A holistic evaluation of smart city performance in the context of China | |
| White et al. | Integrated modelling of population, employment and land-use change with a multiple activity-based variable grid cellular automaton | |
| Cheng et al. | Using multiple criteria decision analysis for supporting decisions of solid waste management | |
| Albino et al. | Smart cities: Definitions, dimensions, performance, and initiatives | |
| Meijering et al. | Exploring research priorities in landscape architecture: An international Delphi study | |
| CN112966899B (en) | Urban public service facility construction decision method influencing population density | |
| He et al. | Evaluating Hong Kong’s spatial planning in new towns from the perspectives of job accessibility, travel mobility, and work–life balance | |
| Mameli et al. | Employment growth in Italian local labour systems: Issues of model specification and sectoral aggregation | |
| Santé et al. | The Landscape Inventory of Galicia (NW Spain): GIS-web and public participation for landscape planning | |
| WO2020026024A1 (en) | Land acquisition and property development analysis platform | |
| Zolkafli et al. | An evaluation of participatory GIS (PGIS) for land use planning in Malaysia | |
| US20080177794A1 (en) | Street quality assessment method and system | |
| CN114565277B (en) | Method, system, electronic device and medium for processing data of old-suitable facility of cell | |
| Jae Park | Measuring travel time and distance in library use | |
| Titis et al. | Assessing physical access to healthy food across United Kingdom: A systematic review of measures and findings | |
| Salarvandian et al. | Assessing the spatial distribution of sports spaces within walking distance in Tehran | |
| CN113343164A (en) | Rural residential point social network modeling method based on public service facility configuration | |
| CN106850777B (en) | Method and device for pushing information | |
| CN114817427B (en) | Method and device for screening suitable old cells, electronic equipment and computer readable medium | |
| Lam et al. | A demand-side approach for linking the past to future urban–rural development | |
| Fottrell et al. | Population survey sampling methods in a rural African setting: measuring mortality | |
| CN115033766A (en) | Data processing method, life circle display method and device, medium and equipment | |
| Aliu et al. | Establishing a nexus between residential quality and health risk: An exploratory analytical approach | |
| Zhu et al. | Construction of residential quality assessment system using factor analysis method based on residents’ satisfaction survey: case study of Beijing, China |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |