KR102355791B1 - Tools to define requirements specification for the screen developing a software, web based service and mobile platform service - Google Patents

Abstract

The present invention relates to a screen requirements specification creation tool, which provides a software production mockup solution service which defines main functions based on customer requirements for screen design of software, and comprehensively collects and manages the customer requirements. Therefore, it is possible to quickly collect and manage the customer requirements, thereby increasing work efficiency of workers.

Description

Screen requirements specification creation tool {Tools to define requirements specification for the screen developing a software, web based service and mobile platform service}

The present invention relates to a screen requirement specification creation tool, and more particularly, to design a screen user interface for software, web-based services, mobile platforms, etc. Standardized procedure for requirements collection to define and implement (mockup) based on requirements, requirements collection tools based on WYSWYG (What You See What You Get), automated/structured requirements documents (specifications, meeting minutes) ) It is about the implementation technology and service of each function for creation function and efficient requirement history/tracing management method.

According to statistical data, about 71% of software projects fail, and failure to collect and manage requirements is the biggest cause of this.

According to the failure to collect and manage the requirements, the project implementer has to rework the software, and as a result, the quality cost and cost increase, which is the reason why most software developers cannot get out of the small business. In addition, in the case of clients, project failure leads to waste of investment, excessive costs, and reduced profits, and in the case of small and medium-sized enterprises or start-ups, it is itself a reason for closure.

Specific factors of software project failure include problems such as increased project uncertainty, failure to manage requirements, and difficulty in supplying necessary manpower.

In terms of increasing project uncertainty, there is a risk that new technologies and new business models are required as new markets, products, and services that did not exist in the past are emerging. In addition, in terms of failure of requirements management, customer requirements are unclear, frequent change of requirements and insufficient history management make it impossible to track requirements, resulting in risks in terms of project scope, schedule, cost and quality control. . In addition, in terms of difficulties in supplying and supplying the necessary manpower, there is a lack of professional planners and UI/UX designers, and there is a risk that it is difficult to procure human resources required for project execution because high-quality manpower is concentrated in large companies.

In order to solve these problems, recently, along with 'Lean process, Agile development, DevOps organization', LCDP (Low-Code Development Platform) method and related customer requirements collection and software prototyping solutions are attracting attention.

In other words, recently, 'Agile and DevOps, etc.' optimized for new technology environments such as 'cloud environment, artificial intelligence, robotics, etc.' are pursuing integration of automation and management of enterprise workflow application development. In particular, in developing applications, companies are looking for ways to mock up, develop, test, and distribute new workflow applications that improve productivity and quality within a short period of time. One of the key things in the needs of these companies is the automatic software development method that can reduce the time and cost as much as possible in developing the software required for the company's workflow application. It is widely known that the coding method of a program required for automatic software development is to reduce time and cost by selecting a low coding or no coding method from the existing developer's manual coding method. These low-coding or no-coding methods are a kind of automatic program coding method and are emerging as the core of automatic software development method.

However, the existing requirements management tools and services focus on the existing waterfall-type development process, and the software developers making prototypes focus only on the design part of UI (User Interface) or GUI (Graphical User Interface). It is not up to the level required by the industry for trend and project execution efficiency.

Accordingly, the collaboration between the developer and the user of the software develops software using intelligent automation technology through real-time collaboration and furthermore, changes the method of operating the developed software through collaboration between development and use in an integrated management environment. , intelligent and automation development related technologies are required.

On the other hand, the above-mentioned background technology is technical information possessed by the inventor for the derivation of the present invention or acquired in the process of derivation of the present invention, and cannot necessarily be said to be a known technique disclosed to the general public prior to the filing of the present invention.

Korean Patent No. 10-2237877 Korean Patent Registration No. 10-1588592

One aspect of the present invention is to enable the screen requirements to be collected easily, quickly, and accurately. provides a screen requirement specification creation tool that facilitates mutual traceability and management by managing each requirement as detailed data as well as creating it through the automation function.

Another aspect of the present invention is that in the project management method or the method of collecting and managing customer requirements, it proceeds according to the experience and competency of the conventional project manager or person in charge, so it is impossible to predict the progress method, so it is difficult to prepare in advance or to communicate smoothly. In order to solve the problem, a screen requirement specification creation tool is provided so that communication between project stakeholders can proceed more smoothly through standardization of the screen requirement collection procedure.

Another aspect of the present invention is to define and materialize not only the collection of use cases in the collection and management of screen requirements, but also the implementation method of the algorithm and function of the core technology that the UI design and the actual development target. To make it possible, it provides a screen requirement specification writing tool that provides mockup tools to which LCDP (Low Code Development) technology is applied.

Another aspect of the present invention is to allow the screen requirements to be gradually specified to increase the degree of completeness. The items negotiated among the project stakeholders can be checked in real time through the Show mode of the Mockup Tool, and modifications are immediately reflected at the same time. Based on this, a screen requirement specification creation tool is provided so that documents such as specification and meeting minutes can be automatically generated at the moment the user wants.

Another aspect of the present invention is to facilitate the tracking of the history and changes of screen requirements. It subdivides all screen components into screens, functions, and basic elements, and each By storing and managing unique identifiers (IDs) as data, it provides a screen requirement specification creation tool that makes it easy and convenient to analyze detailed changes and their effects.

Another aspect of the present invention is that by implementing the user use environment as a cloud service, real-time collaboration is possible regardless of location, time, and device used, and at the same time, multiple users can access and perform tasks assigned to each. , 'Screen, Function, Component, etc.' mockup works created by each user are managed in the form of data and shared in the cloud environment, and this data is recycled to speed up each user's work. provides

The technical problems of the present invention are not limited to the technical problems mentioned above, and other technical problems not mentioned will be clearly understood by those skilled in the art from the following description.

The screen screen requirement specification creation tool according to an embodiment of the present invention provides a software production mockup solution service that defines key functions based on customer requirements for screen design of software, and comprehensively collects and manages them. to provide.

The screen requirement specification creation tool is,

a screen sketch unit for calling and objectifying a file composed of component objects, and mapping the objectified component with a component of a software development application installed in advance in the software development apparatus;

a screen design unit for structuring a graphic user interface screen using the components mapped in the screen sketching step;

an interaction unit that generates a predefined event in the component generated by the screen sketch unit or the screen design unit to change the user interface through one or more actions; and

By generating a predefined event in the component generated by the screen sketching unit or the screen designing unit, according to the generated event, at least one or more data of text, media, and images implemented on the user interface screen is operated (Action) It includes an action unit that performs a function.

The screen requirement specification creation tool is,

a communication unit for managing feedback and requirements received from a customer terminal requesting software development with respect to the generated mockup software; and

In order to collaborate with other software development devices participating in the mock-up software production project and the mock-up software production process, it further includes a collaboration unit that transmits data for project creation, project member management, and work management through the cloud.

The screen requirement specification creation tool is,

The component generated in the screen sketch step and the screen design step is uploaded to the cloud to share the component with other software development devices participating in the mockup software production project.

The screen requirement specification creation tool includes a big data analysis-based abnormal data derivation unit that determines whether abnormal data is included in the data uploaded to the cloud,

The abnormal data derivation unit,

a collection management module for setting at least one of a collection target data source module, a collection target keyword, and a collection target period;

a data collection module that collects big data from the corresponding data source module according to the data collection criteria set by the collection management module and stores it in the database module;

a morpheme analysis module that analyzes morphemes of big data stored in the database module, classifies them by morpheme, and generates morpheme analysis data; and

and a data analysis module that processes morpheme analysis data with a distributed parallel processing-based statistical analysis algorithm to calculate statistical values and outputs malicious codes according to statistical values.

According to the above-described aspect of the present invention, user interface (UI) design, graphic user interface (GUI) design, and core technology of an actual development (software, web-based service, mobile platform, etc.) while performing the screen requirement collection procedure It is possible to gradually and accurately define the specifications such as the implementation method (algorithm) of the function and operation, thereby reducing the rework risk of the development project, increasing production efficiency, and reducing quality cost. By providing a user interface based on user interface, it is possible to collect and manage customer requirements easily and quickly, so that not only can workers increase work efficiency, increase development speed, and reduce communication errors, but also non-professional personnel can use it easily.

1 is a diagram showing a schematic configuration of a software development system according to an embodiment of the present invention.
FIG. 2 is a diagram illustrating a detailed configuration of the software development apparatus shown in FIG. 1 .
3 to 12 are diagrams for explaining specific functions of the software development apparatus shown in FIG. 2 .
13 is a diagram illustrating a schematic flow of a method for collecting screen requirements and managing procedures according to an embodiment of the present invention.
14 to 20 are diagrams showing a specific configuration of a support structure for supporting a software development apparatus.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS [0010] DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS [0010] DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS [0010] Reference is made to the accompanying drawings, which show by way of illustration specific embodiments in which the present invention may be practiced. These embodiments are described in sufficient detail to enable those skilled in the art to practice the present invention. It should be understood that the various embodiments of the present invention are different but need not be mutually exclusive. For example, certain shapes, structures, and characteristics described herein with respect to one embodiment may be implemented in other embodiments without departing from the spirit and scope of the invention. In addition, it should be understood that the location or arrangement of individual components within each disclosed embodiment may be changed without departing from the spirit and scope of the present invention. Accordingly, the following detailed description is not intended to be taken in a limiting sense, and the scope of the present invention, if properly described, is limited only by the appended claims, along with all scope equivalents to those claimed. Like reference numerals in the drawings refer to the same or similar functions throughout the various aspects.

Hereinafter, preferred embodiments of the present invention will be described in more detail with reference to the drawings.

1 is a diagram showing a schematic configuration of a software development system according to an embodiment of the present invention.

The software development system according to the present invention is characterized in that a plurality of software development devices 100 can be linked through a cloud to share data.

In order to develop specific software, input of a large number of experts is required. In general, experts in each field are united into one project team, so that the experts in each field require the customer request for the screen design of the software through the software development device 100 . By defining the main functions based on the items and comprehensively collecting and managing them, it is possible to provide a software production mockup solution service as a whole.

Requirements for software development include project scope calculation, business and product core strategy and technology differentiation algorithm, development specification design, test scenario, and business and product end user feedback standards. It is a key management element in project and product development.

In addition, as it is a reference data for communication between project members and has characteristics that continuously change and develop gradually during the entire project life cycle, it must be managed to ensure accuracy, consistency, completeness, and clarity.

And, since it is the result of business strategy, algorithm of core technology, and important decision-making, it is important not to simply collect (gathering), but to organize and define (elicitation) well, so that all members of the project can understand it together. It should be defined so that it can be defined, and it should be specified at a level that can define not only UI design but also the implementation method of core technologies/functions.

To this end, the screen requirements collection and process management method according to the present invention provides a service optimized for requirements collection and process management with the goal of customer product development success and business goal achievement, and requirements collection (Gathering/Elicitation) ), procedure management, and requirements specification writing tool, so that requirements can be collected and managed easily, quickly, and accurately.

2 and 3 are diagrams showing a specific configuration of such a software development apparatus (tool).

The software development device is a device for performing the screen requirement collection and process procedure management method according to the present invention. As shown, the software development device includes a screen sketch unit 110 , a screen design unit 120 , and an interaction unit. 130 , an action unit 140 , a sharing unit 150 , and a collaboration unit 160 .

The screen sketch unit calls (imports) an image file composed of component objects and floats it on a translucent layer. On this translucent layer, a layer that can be actually sketched is placed on the translucent layer to map it with an objectified component, or the user can use the drag & drop method to create a screen. Draw the UI.

Referring to FIG. 3 together, the screen sketch unit calls an external Wireframe file, an image file, and a picture file. The screen sketch part corrects (mapping) the component to match the objectification of the imported file and Become Shape. In other words, the screen sketch unit can be simply drawn based on a wireframe, and the grouped documents and images are called and objectified (regrouping, etc.) Compatibility can be improved by mapping with components of

The screen design unit uses the components mapped in the screen sketch step to structure the user interface screen.

4 and 5 together, the screen design unit configures each screen component in a drag & drop method in the process of editing the screen UI (User Interface) to structure the page, and then registers it in the library do.

The screen design part provides Wizard mode and Include function.

Wizard mode automatically configures the screen UI by calling the template registered in the library. It is a function to refine the UI by adjusting the component, and the include function can store and use a common layout and component set used in multiple screens, and provides a function that can be applied collectively when changing (modifying/deleting) the master.

The interaction unit generates a predetermined event in the component created in the screen sketching step or the screen designing step, and performs a function of changing or operating the screen according to the generated event.

6 and 7 together, the interaction unit may change (Change, Toggle, Link) the component or the page itself or output (Show, Mark, Fade in/out) through a certain action (Event). In this case, the interaction part is a set of Visual Interface functions that define changes and output of the screen, and relatively simple programming can be mainly applied.

The action unit generates an event stored in advance on the user interface screen generated in the screen design step, and performs a function of operating at least one data among text, media, and images implemented on the user interface screen according to the generated event.

8 and 9 together, the action unit operates (Activate, Output) data such as text, media, and images of Form, Browser, and Page through a certain event, and controls the operation of Form, Browser, and Page. As a set of defined Program Interface functions, functions that can produce actual programs can be applied.

In this case, the interaction unit and the action unit may call and use the component through the software production device, or directly create the component, or upload the manufactured component to the cloud to share it with other users (software production device). In addition, it is characterized in that it provides a PI (Program Interaction) service close to the actual development environment by sending a request or query to the actual database when an event is executed and calling and outputting the result value.

The sharing unit (communication unit) manages feedback and requirements received from a customer terminal requesting software development for the generated mockup software.

The sharing unit is remotely connected to the cloud environment, so you can register customer requirements and check progress anytime, anywhere through the web environment. The customer's requirements and specifications written in the sketch or design department are automatically created as meeting minutes and specifications, respectively, and can be immediately emailed.

The sharing unit creates a checklist when the customer needs to make a decision or needs to be negotiated during the meeting between the customer and the company. do.

In other words, the sharing unit can visualize customer requirements in various forms such as images, flow charts, and diagrams as well as text, and registered customer requirements can be managed with Scum and Kanban UI, and the screen created in the action unit can be displayed. It can be downloaded as source (HTML, CSS).

The collaboration department transmits data for project creation, project member management, and work management through the cloud in order to collaborate with other software development devices participating in the mock-up software production project and the mock-up software production process.

The collaboration department creates projects and user accounts in the cloud environment, so multiple project participants can collaborate remotely and non-face-to-face. The collaboration department creates a list of screens to be produced (Simple WBS) in the created project, deploys a person in charge for each screen, and coordinates the schedule. For each screen, a false URL is given in the cloud environment, and in ketch and design mode, the person in charge and the person in charge can write a comment.

13 is a diagram illustrating a schematic flow of a method for collecting screen requirements and managing procedures according to an embodiment of the present invention.

The requirements collection and process management method according to the present invention is performed by the above-described software development apparatus, and for this purpose, the software development apparatus is a software (application) in which the requirements collection and process management method according to the present invention is implemented in advance. can

Specifically, in the method for collecting screen requirements and managing procedures according to an embodiment of the present invention, the software development device calls a file composed of a component object to make it an object, and converts the objectified component into software pre-installed in the software development device A screen sketch step of mapping with the components of the development application; a screen design step of structuring, by the software development device, a user interface screen using the components mapped in the screen sketch step; an interaction step of performing, by the software development device, generating an event stored in advance in the user interface screen generated in the screen design step, and changing the user interface screen according to the generated event; and a test in which the software development device generates an event stored in advance on the user interface screen generated in the screen design step, and operates at least one data among text, media, and images implemented on the user interface screen according to the generated event It includes an action step to perform.

In addition, in this process, the software development device, a sharing step of managing the feedback and requirements received from a customer terminal requesting software development for the generated mockup software; and a collaboration step in which the software development device transmits data for project creation, project member management, and work management through the cloud in order to collaborate with other software development devices participating in the mockup software production project and the mockup software production process. may include more.

The method for collecting screen requirements and managing procedures according to the present invention described above is characterized by having the following core functions.

First, if software is produced using the screen requirements collection and procedure management method according to the present invention, the requirements collection procedure can be standardized.

The requirements collection procedure allows the requirements to be gradually specified, and the software developer collects the customer's requirements through a meeting between the software developer and the customer.

To this end, the software developer prepares a function that can accurately contain the requirements by using the screen sketch unit and the interaction unit of the software development device according to the present invention as a pre-preparation step, Request a review (Mail, W/Space).

After that, in the actual meeting process, as collaboration and accurate communication among all project members, it is possible to proceed in the form of Brainstorm, Workshop, Interview, etc., rather than simply writing down requirements, and Decisions) can be materialized in real time in the field.

After the meeting is over, using the functions of the sharing unit and the collaboration unit, the specification of the requirements is organized based on the main requirements (core algorithms and decision-making matters), and the meeting minutes are written as a backlog for all members of the project. Share with others and receive feedback in real time. At this time, meeting minutes and requirements specifications are paired based on component ID and generated data (documents are created and automated based on data).

Next, WSYWYG (What You See What You Get)-based requirements collection tools are supported.

A screen user interface can be drawn quickly and easily through the screen sketch unit and the screen design unit according to the present invention, and the screen sketch unit and the screen design unit support the following modes.

(UX) Wizard Mode: Draw the UI according to the presented method step by step

(UX) SeeThrough mode: Load an image file and draw on it

(UX) I&D (Import & Drop) mode: Import and edit Excel files

(UX) D&D (Drag & Drop) mode

(UI) Component, Group Component, Template

(UI) Master UI

(UI) Theme Component

In addition, the core algorithm can be implemented easily and accurately through the interaction unit of the present invention. Specifically, Interaction is defined in a sentence form based on Use Case, Relation between components is automatically defined, and Interaction/Action specialized for each industry and service is implemented. Support.

It supports the Screen Information tool, allowing you to manage key data such as screen and feature tracking.

By supporting the Function Information tool, it provides Screen Requirement Data and the function of tracking changes to the requirements (specifications) of each component of the function.

In addition, it supports the Component Definition tool to provide batch editing and control of all components on the screen, and Include/Master functions.

And, the screen requirements collection and procedure management method according to the present invention can structure the requirements document (meeting minutes, spec, etc.).

Specifically, the sharing unit of the software development apparatus according to the present invention generates meeting minutes based on a template, and provides template selection (meeting minutes type selection) and customizing functions. Meeting contents and key information (speakers, decision-making matters, etc.) are automatically recalled based on the contents prepared during the meeting, and the meeting minutes are structured based on each screen, function, and component. Meeting minutes are automatically mapped based on Component ID and meeting date (yy/mm/dd).

In addition, the sharing unit creates a requirement specification by structuring the requirements. Requirement Specification types include use case definition, UI specification, and function specification, and the version is upgraded at each meeting, and changes are automatically filled in in various formats such as Word, Excel, and PowerPoint.

Finally, the screen requirement collection and procedure management method according to the present invention is a requirement tracking management

The key here is not to simply collect the requirements (Gathering), but to extract the requirements (Elicitation).

The requirement specification is defined through the requirements, and based on this, the core specification of the product is designed, that is, the algorithm is quickly produced, and the accuracy is gradually increased through customer feedback.

Simplify and implement core functions, and implement business logic through verification.

In some other embodiments, the software development apparatus 100 may encrypt and transmit data uploaded to the cloud.

To this end, the software development apparatus may further include an encryption unit (not shown) for encrypting data.

The encryption unit may encrypt the component through an asymmetric encryption method.

To this end, the encryption unit may generate a public key and a private key that are mathematically linked.

Specifically, the encryption unit may generate a first prime and a second prime using time information at a time when the component is generated, and set the generated first prime and second prime as a private key.

For example, when a component is generated at 13:25:21, the encryption unit may divide time information, which is a time point at which the component is created, into a three-digit number. For example, in the case of the above-described embodiment, since the approved time is 13:25:21, the encryption unit may divide the time information into 132 and 521.

In this case, the encryption unit may set 131, which is the closest prime number to 132, as the first prime number, and 521, which is the closest prime number to 521, as the second prime number, and may set this as the private key.

The encryption unit may generate a public key by using the generated two private keys. This private key-public key generation method uses the RSA encryption algorithm, and since the RSA encryption algorithm is a widely public technology, a detailed public key generation process will be omitted.

That is, when a component is generated in the software development apparatus 100, the encryption unit may generate a private key and a public key for encrypting the component, and the encryption unit transmits the generated public key to the cloud in advance, so that when the component is transmitted, another The software development device may encrypt using the received public key.

Thereafter, when receiving the component from the software development apparatus 100 , the encryption unit may decrypt the encrypted component using a pre-generated private key.

Accordingly, since it is virtually impossible to decrypt the encrypted information because the external user cannot know the information about the public key and the private key determined by the creation time of the component, it is possible to safely transmit/receive components including sensitive information.

In some other embodiments, the software development apparatus according to the present invention may further include a support structure for supporting the apparatus to prevent impact.

At this time, the support structure 2 according to the present invention is installed at predetermined intervals on the lower surface of the software development apparatus 100 to provide an elastic force to the software development apparatus, thereby preventing malfunction due to external force, etc., resulting in data loss It can also be prevented.

14 to 20 are views showing the detailed configuration of such a support structure (2).

As shown, the support structure 2 according to the present invention includes a pair of housings 211 and 212, a pair of posture maintaining units 221 and 222, and a pair of rotating frames installed in each posture maintaining unit. 231 and 232 , a pair of protruding frames 241 and 242 , a connection frame 250 and an elastic member 260 are included.

Specifically, the support structure 2 according to the present invention includes a first housing 211 installed on the lower surface of the software development apparatus 100; a second housing 212 formed under the first housing 211; a first posture maintaining unit 221 installed inside the first housing; a second posture maintaining unit 222 installed inside the second housing; a pair of first rotation frames 231 installed on the upper surface of the first posture maintaining unit; a pair of second rotation frames 232 installed on the upper surface of the second posture maintaining unit; a first protruding frame 241 hinged to the first rotating frame; a second protruding frame 242 hinged to the second rotating frame; a connecting frame 250 into which the first protruding frame is inserted and installed at one end, and the second protruding frame is inserted and installed at the other end; and the connecting frame, one end connected to the first protruding frame, and the other end connected to the second protruding frame to connect the first protruding frame and the second protruding frame, the first protruding frame and an elastic member 260 for providing an elastic force to the second protruding frame.

That is, in the support structure 2 according to the present invention, the first housing, the first posture maintaining unit, the pair of first rotation frames and the pair of first protruding frames are formed on the software development apparatus 100 side, and the second The second housing, the second posture maintaining unit, the pair of second rotation frames and the pair of second protruding frames are formed on the ground side, and they are connected through the connecting frame 250 and the elastic member 260 do it with

In addition, in the support structure 2 according to the present invention, the pair of posture maintaining units 221 and 222 primarily absorb the shock, and the software development apparatus 100 is installed on the inclined ground, or software development Even if one part of the device 100 is pressed, the posture may be maintained, and the shock transmitted from the pair of posture maintaining units 221 and 222 may be secondarily absorbed using the elastic member 260 .

Since the first posture maintaining unit and the second posture maintaining unit have the same structure, in order to avoid repeated description, only the detailed configuration of the second posture maintaining unit 222 seated on the ground side will be described below.

The second posture maintaining unit 222 is installed in the center of the bottom surface of the second housing 211 , the center frame 2221 vertically protruding from the bottom surface of the second housing 211 , and the center frame 2221 . ) fixed wing portion 2222 installed on the upper surface, hinged to one end of the fixed wing portion 2222, the second rotation frame 232 is installed on the upper surface and the third rotation frame on the lower surface A first rotational wing portion 2223a on which 2224a is installed, is hinged to the other end of the fixed wing portion 2222, and the second rotational frame 232 is installed on the upper surface and the fourth rotational frame on the lower surface. A second housing (2223b) on which (2224b) is installed is spaced a predetermined distance from one side of the center frame (2221) so as to be spaced apart from the lower portion of the third rotational frame (2224a). 211) so as to be spaced apart from the lower portion of the first auxiliary elastic member 2225a installed on the bottom surface of the fourth rotation frame 2224b, and spaced apart from the other side of the center frame 2221 by a predetermined distance. A second auxiliary elastic member 2225b installed on the bottom surface of the housing 211, a rectangular parallelepiped first elevating member 2226a formed on the upper portion of the first auxiliary elastic member 2225a, and the second auxiliary elastic member A second elevating member 2226b having a rectangular parallelepiped shape formed on the upper portion 2225b, one end is hinged to the third rotating frame 2224a, and the other end is a first hinge-coupled to the first elevating member 2226a. The link member 2227a and one end thereof are hinge-coupled to the fourth rotation frame 2224b, and the other end includes a second link member 2227b hinge-coupled to the second elevating member 2226b.

That is, as shown in FIG. 6 , even if the software development apparatus according to the present invention is installed on an inclined surface, the second posture maintaining unit 222 according to the present invention is the first rotating wing unit 2223a based on the fixed wing unit 2222 . ) and the second rotating wing portion 2223b are independently hinged and rotated to support the device to always maintain a constant posture, and even when an external force in a specific direction is applied, by the auxiliary elastic members 2225a, 2225b)) can keep the balance.

The support structure having the configuration as described above has the effect of being able to install the software development device on an inclined surface regardless of the development environment, and prevents malfunction of the device due to external force due to the multi-stage shock absorbing structure. It may also have a possible effect.

In some other embodiments, the software development apparatus according to the present invention may further include a support structure for supporting the apparatus to prevent impact.

At this time, the support structure 2 according to the present invention is installed at predetermined intervals on the lower surface of the software development apparatus 100 to provide an elastic force to the software development apparatus, thereby preventing malfunction due to external force, etc., resulting in data loss It can also be prevented.

14 to 20 are views showing the detailed configuration of such a support structure (2).

As shown, the support structure 2 according to the present invention includes a pair of housings 211 and 212, a pair of posture maintaining units 221 and 222, and a pair of rotating frames installed in each posture maintaining unit. 231 and 232 , a pair of protruding frames 241 and 242 , a connection frame 250 and an elastic member 260 are included.

Specifically, the support structure 2 according to the present invention includes a first housing 211 installed on the lower surface of the software development apparatus 100; a second housing 212 formed under the first housing 211; a first posture maintaining unit 221 installed inside the first housing; a second posture maintaining unit 222 installed inside the second housing; a pair of first rotation frames 231 installed on the upper surface of the first posture maintaining unit; a pair of second rotation frames 232 installed on the upper surface of the second posture maintaining unit; a first protruding frame 241 hinged to the first rotating frame; a second protruding frame 242 hinged to the second rotation frame; a connecting frame 250 into which the first protruding frame is inserted and installed at one end, and the second protruding frame is inserted and installed at the other end; and the connecting frame, one end connected to the first protruding frame, and the other end connected to the second protruding frame to connect the first protruding frame and the second protruding frame, the first protruding frame and an elastic member 260 for providing an elastic force to the second protruding frame.

That is, in the support structure 2 according to the present invention, the first housing, the first posture maintaining unit, the pair of first rotation frames and the pair of first protruding frames are formed on the software development apparatus 100 side, and the second The second housing, the second posture maintaining unit, the pair of second rotation frames and the pair of second protruding frames are formed on the ground side, and they are connected through the connecting frame 250 and the elastic member 260 do it with

In addition, in the support structure 2 according to the present invention, the pair of posture maintaining units 221 and 222 primarily absorb the shock, and the software development device 100 is installed on the inclined ground, or software development Even if one part of the device 100 is pressed, the posture may be maintained, and the shock transmitted from the pair of posture maintaining units 221 and 222 may be secondarily absorbed using the elastic member 260 .

Since the first posture maintaining unit and the second posture maintaining unit have the same structure, in order to avoid repeated description, only the detailed configuration of the second posture maintaining unit 222 seated on the ground side will be described below.

The second posture maintaining unit 222 is installed in the center of the bottom surface of the second housing 211 , the center frame 2221 vertically protruding from the bottom surface of the second housing 211 , and the center frame 2221 . ) fixed wing portion 2222 installed on the upper surface, hinged to one end of the fixed wing portion 2222, the second rotation frame 232 is installed on the upper surface and the third rotation frame on the lower surface A first rotational wing portion 2223a on which 2224a is installed, is hinged to the other end of the fixed wing portion 2222, and the second rotational frame 232 is installed on the upper surface and the fourth rotational frame on the lower surface. A second housing (2223b) on which (2224b) is installed is spaced a predetermined distance from one side of the center frame (2221) so as to be spaced apart from the lower portion of the third rotational frame (2224a). 211) so as to be spaced apart from the lower portion of the first auxiliary elastic member 2225a installed on the bottom surface of the fourth rotation frame 2224b, and spaced apart from the other side of the center frame 2221 by a predetermined distance. A second auxiliary elastic member 2225b installed on the bottom surface of the housing 211, a rectangular parallelepiped first elevating member 2226a formed on the upper portion of the first auxiliary elastic member 2225a, and the second auxiliary elastic member A second elevating member 2226b having a rectangular parallelepiped shape formed on the upper portion 2225b, one end is hinged to the third rotating frame 2224a, and the other end is a first hinge-coupled to the first elevating member 2226a. The link member 2227a and one end thereof are hinge-coupled to the fourth rotation frame 2224b, and the other end includes a second link member 2227b hinge-coupled to the second elevating member 2226b.

That is, as shown in FIG. 6 , even if the software development apparatus according to the present invention is installed on an inclined surface, the second posture maintaining unit 222 according to the present invention is the first rotating wing unit 2223a based on the fixed wing unit 2222 . ) and the second rotating wing portion 2223b are independently hinged and rotated to support the device to always maintain a constant posture, and even when an external force in a specific direction is applied, by the auxiliary elastic members 2225a, 2225b)) can keep the balance.

The support structure having the configuration as described above has the effect of being able to install the software development device on an inclined surface regardless of the development environment, and prevents malfunction of the device due to external force due to the multi-stage shock absorption structure. It may also have a possible effect.

In some other embodiments, the software development apparatus according to the present invention may further include a support structure for supporting the apparatus to prevent impact.

At this time, the support structure 2 according to the present invention is installed at predetermined intervals on the lower surface of the software development apparatus 100 to provide an elastic force to the software development apparatus, thereby preventing malfunction due to external force, etc., and data loss due to this It can also be prevented.

14 to 20 are views showing the detailed configuration of such a support structure (2).

As shown, the support structure 2 according to the present invention includes a pair of housings 211 and 212, a pair of posture maintaining units 221 and 222, and a pair of rotating frames installed in each posture maintaining unit. 231 and 232 , a pair of protruding frames 241 and 242 , a connection frame 250 and an elastic member 260 .

Specifically, the support structure 2 according to the present invention includes a first housing 211 installed on the lower surface of the software development apparatus 100; a second housing 212 formed under the first housing 211; a first posture maintaining unit 221 installed inside the first housing; a second posture maintaining unit 222 installed inside the second housing; a pair of first rotation frames 231 installed on the upper surface of the first posture maintaining unit; a pair of second rotation frames 232 installed on the upper surface of the second posture maintaining unit; a first protruding frame 241 hinged to the first rotating frame; a second protruding frame 242 hinged to the second rotating frame; a connection frame 250 into which the first protruding frame is inserted and installed at one end, and the second protruding frame is inserted and installed at the other end; and the connecting frame, one end connected to the first protruding frame, and the other end connected to the second protruding frame to connect the first protruding frame and the second protruding frame, the first protruding frame and an elastic member 260 for providing an elastic force to the second protruding frame.

That is, in the support structure 2 according to the present invention, the first housing, the first posture maintaining unit, the pair of first rotation frames and the pair of first protruding frames are formed on the software development apparatus 100 side, and the second The second housing, the second posture maintaining unit, the pair of second rotation frames and the pair of second protruding frames are formed on the ground side, and they are connected through the connecting frame 250 and the elastic member 260 do it with

In addition, in the support structure 2 according to the present invention, the pair of posture maintaining units 221 and 222 primarily absorb the shock, and the software development device 100 is installed on the inclined ground, or software development Even if one part of the device 100 is pressed, the posture may be maintained, and the shock transmitted from the pair of posture maintaining units 221 and 222 may be secondarily absorbed using the elastic member 260 .

Since the first posture maintaining unit and the second posture maintaining unit have the same structure, in order to avoid repeated description, only the detailed configuration of the second posture maintaining unit 222 seated on the ground side will be described below.

The second posture maintaining unit 222 is installed in the center of the bottom surface of the second housing 211 , the center frame 2221 vertically protruding from the bottom surface of the second housing 211 , and the center frame 2221 . ) fixed wing portion 2222 installed on the upper surface, hinged to one end of the fixed wing portion 2222, the second rotation frame 232 is installed on the upper surface and the third rotation frame on the lower surface A first rotational wing portion 2223a on which 2224a is installed, is hinged to the other end of the fixed wing portion 2222, and the second rotational frame 232 is installed on the upper surface and the fourth rotational frame on the lower surface. A second housing (2223b) on which (2224b) is installed is spaced a predetermined distance from one side of the center frame (2221) so as to be spaced apart from the lower portion of the third rotational frame (2224a). 211) so as to be spaced apart from the lower portion of the first auxiliary elastic member 2225a installed on the bottom surface of the fourth rotation frame 2224b, and spaced apart from the other side of the center frame 2221 by a predetermined distance. A second auxiliary elastic member 2225b installed on the bottom surface of the housing 211, a rectangular parallelepiped first elevating member 2226a formed on the upper portion of the first auxiliary elastic member 2225a, and the second auxiliary elastic member A second elevating member 2226b having a rectangular parallelepiped shape formed on the upper portion 2225b, one end is hinged to the third rotating frame 2224a, and the other end is a first hinge-coupled to the first elevating member 2226a. The link member 2227a and one end thereof are hinge-coupled to the fourth rotation frame 2224b, and the other end includes a second link member 2227b hinge-coupled to the second elevating member 2226b.

That is, as shown in FIG. 6 , even if the software development apparatus according to the present invention is installed on an inclined surface, the second posture maintaining unit 222 according to the present invention is the first rotating wing unit 2223a based on the fixed wing unit 2222 . ) and the second rotating wing portion 2223b are independently hinged and rotated to support the device to always maintain a constant posture, and even when an external force in a specific direction is applied, by the auxiliary elastic members 2225a, 2225b)) can keep the balance.

The support structure having the configuration as described above has the effect of being able to install the software development device on an inclined surface regardless of the development environment, and prevents malfunction of the device due to external force due to the multi-stage shock absorption structure. It may also have a possible effect.

In some other embodiments, the software development apparatus according to the present invention may further include a support structure for supporting the apparatus to prevent impact.

At this time, the support structure 2 according to the present invention is installed at predetermined intervals on the lower surface of the software development apparatus 100 to provide an elastic force to the software development apparatus, thereby preventing malfunction due to external force, etc., and data loss due to this It can also be prevented.

14 to 20 are views showing the detailed configuration of such a support structure (2).

As shown, the support structure 2 according to the present invention includes a pair of housings 211 and 212, a pair of posture maintaining units 221 and 222, and a pair of rotating frames installed in each posture maintaining unit. 231 and 232 , a pair of protruding frames 241 and 242 , a connection frame 250 and an elastic member 260 .

Specifically, the support structure 2 according to the present invention includes a first housing 211 installed on the lower surface of the software development apparatus 100; a second housing 212 formed under the first housing 211; a first posture maintaining unit 221 installed inside the first housing; a second posture maintaining unit 222 installed inside the second housing; a pair of first rotation frames 231 installed on the upper surface of the first posture maintaining unit; a pair of second rotation frames 232 installed on the upper surface of the second posture maintaining unit; a first protruding frame 241 hinged to the first rotating frame; a second protruding frame 242 hinged to the second rotating frame; a connecting frame 250 into which the first protruding frame is inserted and installed at one end, and the second protruding frame is inserted and installed at the other end; and the connecting frame, one end connected to the first protruding frame, and the other end connected to the second protruding frame to connect the first protruding frame and the second protruding frame, the first protruding frame and an elastic member 260 for providing an elastic force to the second protruding frame.

That is, in the support structure 2 according to the present invention, the first housing, the first posture maintaining unit, the pair of first rotation frames and the pair of first protruding frames are formed on the software development apparatus 100 side, and the second The second housing, the second posture maintaining unit, the pair of second rotation frames and the pair of second protruding frames are formed on the ground side, and they are connected through the connecting frame 250 and the elastic member 260 do it with

In addition, in the support structure 2 according to the present invention, the pair of posture maintaining units 221 and 222 primarily absorb the shock, and the software development device 100 is installed on the inclined ground, or software development Even if one part of the device 100 is pressed, the posture may be maintained, and the shock transmitted from the pair of posture maintaining units 221 and 222 may be secondarily absorbed using the elastic member 260 .

Since the first posture maintaining unit and the second posture maintaining unit have the same structure, in order to avoid repeated description, only the detailed configuration of the second posture maintaining unit 222 seated on the ground side will be described below.

The second posture maintaining unit 222 is installed in the center of the bottom surface of the second housing 211 , the center frame 2221 vertically protruding from the bottom surface of the second housing 211 , and the center frame 2221 . ) fixed wing portion 2222 installed on the upper surface, hinged to one end of the fixed wing portion 2222, the second rotation frame 232 is installed on the upper surface and the third rotation frame on the lower surface A first rotational wing portion 2223a on which 2224a is installed, is hinged to the other end of the fixed wing portion 2222, and the second rotational frame 232 is installed on the upper surface and the fourth rotational frame on the lower surface. A second housing (2223b) on which (2224b) is installed is spaced a predetermined distance from one side of the center frame (2221) so as to be spaced apart from the lower portion of the third rotational frame (2224a). 211) so as to be spaced apart from the lower portion of the first auxiliary elastic member 2225a installed on the bottom surface of the fourth rotation frame 2224b, and spaced apart from the other side of the center frame 2221 by a predetermined distance. A second auxiliary elastic member 2225b installed on the bottom surface of the housing 211, a rectangular parallelepiped first elevating member 2226a formed on the upper portion of the first auxiliary elastic member 2225a, and the second auxiliary elastic member A second elevating member 2226b having a rectangular parallelepiped shape formed on the upper portion 2225b, one end is hinged to the third rotating frame 2224a, and the other end is a first hinge-coupled to the first elevating member 2226a. The link member 2227a and one end thereof are hinge-coupled to the fourth rotation frame 2224b, and the other end includes a second link member 2227b hinge-coupled to the second elevating member 2226b.

That is, as shown in FIG. 6 , even if the software development apparatus according to the present invention is installed on an inclined surface, the second posture maintaining unit 222 according to the present invention is the first rotating wing unit 2223a based on the fixed wing unit 2222 . ) and the second rotating wing portion 2223b are independently hinged and rotated to support the device to always maintain a constant posture, and even when an external force in a specific direction is applied, by the auxiliary elastic members 2225a, 2225b)) can keep the balance.

The support structure having the configuration as described above has the effect of being able to install the software development device on an inclined surface regardless of the development environment, and prevents malfunction of the device due to external force due to the multi-stage shock absorption structure. It may also have a possible effect.

In some other embodiments, the software development apparatus according to the present invention may further include a support structure for supporting the apparatus to prevent impact.

At this time, the support structure 2 according to the present invention is installed at predetermined intervals on the lower surface of the software development apparatus 100 to provide an elastic force to the software development apparatus, thereby preventing malfunction due to external force, etc., and data loss due to this It can also be prevented.

14 to 20 are views showing the detailed configuration of such a support structure (2).

As shown, the support structure 2 according to the present invention includes a pair of housings 211 and 212, a pair of posture maintaining units 221 and 222, and a pair of rotating frames installed in each posture maintaining unit. 231 and 232 , a pair of protruding frames 241 and 242 , a connection frame 250 and an elastic member 260 .

Specifically, the support structure 2 according to the present invention includes a first housing 211 installed on the lower surface of the software development apparatus 100; a second housing 212 formed under the first housing 211; a first posture maintaining unit 221 installed inside the first housing; a second posture maintaining unit 222 installed inside the second housing; a pair of first rotation frames 231 installed on the upper surface of the first posture maintaining unit; a pair of second rotation frames 232 installed on the upper surface of the second posture maintaining unit; a first protruding frame 241 hinged to the first rotating frame; a second protruding frame 242 hinged to the second rotating frame; a connection frame 250 into which the first protruding frame is inserted and installed at one end, and the second protruding frame is inserted and installed at the other end; and the connecting frame, one end connected to the first protruding frame, and the other end connected to the second protruding frame to connect the first protruding frame and the second protruding frame, the first protruding frame and an elastic member 260 for providing an elastic force to the second protruding frame.

That is, in the support structure 2 according to the present invention, the first housing, the first posture maintaining unit, the pair of first rotation frames and the pair of first protruding frames are formed on the software development apparatus 100 side, and the second The second housing, the second posture maintaining unit, the pair of second rotation frames and the pair of second protruding frames are formed on the ground side, and they are connected through the connecting frame 250 and the elastic member 260 do it with

In addition, in the support structure 2 according to the present invention, the pair of posture maintaining units 221 and 222 primarily absorb the shock, and the software development device 100 is installed on the inclined ground, or software development Even if one part of the device 100 is pressed, the posture may be maintained, and the shock transmitted from the pair of posture maintaining units 221 and 222 may be secondarily absorbed using the elastic member 260 .

Since the first posture maintaining unit and the second posture maintaining unit have the same structure, in order to avoid repeated description, only the detailed configuration of the second posture maintaining unit 222 seated on the ground side will be described below.

The second posture maintaining unit 222 is installed in the center of the bottom surface of the second housing 211 , the center frame 2221 vertically protruding from the bottom surface of the second housing 211 , and the center frame 2221 . ) fixed wing portion 2222 installed on the upper surface, hinged to one end of the fixed wing portion 2222, the second rotation frame 232 is installed on the upper surface and the third rotation frame on the lower surface A first rotational wing portion 2223a on which 2224a is installed, is hinged to the other end of the fixed wing portion 2222, and the second rotational frame 232 is installed on the upper surface and the fourth rotational frame on the lower surface. A second housing (2223b) on which (2224b) is installed is spaced a predetermined distance from one side of the center frame (2221) so as to be spaced apart from the lower portion of the third rotational frame (2224a). 211) so as to be spaced apart from the lower portion of the first auxiliary elastic member 2225a installed on the bottom surface of the fourth rotation frame 2224b, and spaced apart from the other side of the center frame 2221 by a predetermined distance. A second auxiliary elastic member 2225b installed on the bottom surface of the housing 211, a rectangular parallelepiped first elevating member 2226a formed on the upper portion of the first auxiliary elastic member 2225a, and the second auxiliary elastic member A second elevating member 2226b having a rectangular parallelepiped shape formed on the upper portion 2225b, one end is hinged to the third rotating frame 2224a, and the other end is a first hinge-coupled to the first elevating member 2226a. The link member 2227a and one end thereof are hinge-coupled to the fourth rotation frame 2224b, and the other end includes a second link member 2227b hinge-coupled to the second elevating member 2226b.

That is, as shown in FIG. 6 , even if the software development apparatus according to the present invention is installed on an inclined surface, the second posture maintaining unit 222 according to the present invention is the first rotating wing unit 2223a based on the fixed wing unit 2222 . ) and the second rotating wing portion 2223b are independently hinged and rotated to support the device to always maintain a constant posture, and even when an external force in a specific direction is applied, by the auxiliary elastic members 2225a, 2225b)) can keep the balance.

The support structure having the configuration as described above has the effect of being able to install the software development device on an inclined surface regardless of the development environment, and prevents malfunction of the device due to external force due to the multi-stage shock absorption structure. It may also have a possible effect.

In some other embodiments, the software development apparatus 100 includes a collection management module for setting at least one collection criterion of a collection target data source module, a collection target keyword, and a collection target period; a data collection module that collects big data from the corresponding data source module according to the data collection criteria set by the collection management module and stores it in the database module; a morpheme analysis module that analyzes morphemes of big data stored in the database module, classifies them by morpheme, and generates morpheme analysis data; and a data analysis module that processes morpheme analysis data with a distributed parallel processing-based statistical analysis algorithm to calculate statistical values and outputs a weak signal according to the statistical value; a big data analysis-based weak signal derivation unit (for convenience of explanation) It further includes (not shown in the drawing), and by using this, data including malicious code among component data received from the software development device can be extracted.

Here, the software development apparatus includes: a distributed file system for generating morpheme analysis data by dividing the received evaluation data for each morpheme having a meaning, and storing the morpheme analysis data; a data processing unit providing a virtualized database interface to process morpheme analysis data existing in the distributed file system based on SQL (structured query language); And by executing a statistical analysis algorithm through the virtual database interface provided by the data processing unit, from the morpheme analysis data, the number of occurrence frequencies by year (instance frequencies) by year, the number of simultaneous appearances between words by year, the number of appearances by year and by year The word-to-words may include a statistical analysis unit that calculates at least one of the processed values from the number of simultaneous appearances.

In addition, the statistical analysis unit may calculate an increase rate of the number of occurrences per word based on the number of occurrences per year (instance frequencies) and the number of simultaneous occurrences between words.

In addition, the statistical analysis unit divides the number of occurrences per year (instance frequencies) by the number of documents per year to standardize the number of appearance frequencies by year of the words per document to calculate a standardized increase rate of the appearance frequency per word for the words. can

In addition, the statistical analysis unit calculates the increase rate of the degree of centrality of connection for each word by using the matrix of the number of occurrences between words and the number of occurrences between words, and the standardized increase rate of the frequency of appearance for each word and the increase rate of the centrality of the degree of connection are higher than a certain portion of the word or A word that is less than a certain lower part can be derived as a weak signal.

Meanwhile, the data collection module may collect big data including unstructured data of at least any one of image, video, voice, sensor, GPS, GIS, and M2M data.

Accordingly, the software development device detects and excludes component data containing malicious code in advance through big data analysis through the weak signal derivation system including the configuration as described above, thereby protecting the security of data uploaded to the cloud and can improve safety.

In some other embodiments, the software development apparatus 100 includes a collection management module for setting at least one collection criterion of a collection target data source module, a collection target keyword, and a collection target period; a data collection module that collects big data from the corresponding data source module according to the data collection criteria set by the collection management module and stores it in the database module; a morpheme analysis module that analyzes morphemes of big data stored in the database module, classifies them by morpheme, and generates morpheme analysis data; and a data analysis module that processes morpheme analysis data with a distributed parallel processing-based statistical analysis algorithm to calculate statistical values and outputs a weak signal according to the statistical value; a big data analysis-based weak signal derivation unit (for convenience of explanation) It further includes (not shown in the drawing), and by using this, data including malicious code among component data received from the software development device can be extracted.

Here, the software development apparatus includes: a distributed file system for generating morpheme analysis data by dividing the received evaluation data for each morpheme having a meaning, and storing the morpheme analysis data; a data processing unit providing a virtualized database interface to process morpheme analysis data existing in the distributed file system based on SQL (structured query language); And by executing a statistical analysis algorithm through the virtual database interface provided by the data processing unit, from the morpheme analysis data, the number of occurrence frequencies by year (instance frequencies) by year, the number of simultaneous appearances between words by year, the number of appearances by year and by year The word-to-words may include a statistical analysis unit that calculates at least one of the processed values from the number of simultaneous appearances.

In addition, the statistical analysis unit may calculate an increase rate of the number of occurrences per word based on the number of occurrences per year (instance frequencies) and the number of simultaneous occurrences between words.

In addition, the statistical analysis unit divides the number of occurrences per year (instance frequencies) by the number of documents per year to standardize the number of appearance frequencies by year of the words per document to calculate a standardized increase rate of the appearance frequency per word for the words. can

In addition, the statistical analysis unit calculates the increase rate of the degree of centrality of connection for each word by using the matrix of the number of occurrences between words and the number of occurrences between words, and the standardized increase rate of the frequency of appearance for each word and the increase rate of the centrality of the degree of connection are higher than a certain portion of the word or A word that is less than a certain lower part can be derived as a weak signal.

Meanwhile, the data collection module may collect big data including unstructured data of at least any one of image, video, voice, sensor, GPS, GIS, and M2M data.

Accordingly, the software development device detects and excludes component data containing malicious code in advance through big data analysis through the weak signal derivation system including the configuration as described above, thereby protecting the security of data uploaded to the cloud and can improve safety.

In some other embodiments, the software development apparatus 100 includes a collection management module for setting at least one collection criterion of a collection target data source module, a collection target keyword, and a collection target period; a data collection module that collects big data from the corresponding data source module according to the data collection criteria set by the collection management module and stores it in the database module; a morpheme analysis module that analyzes morphemes of big data stored in the database module, classifies them by morpheme, and generates morpheme analysis data; and a data analysis module that processes morpheme analysis data with a distributed parallel processing-based statistical analysis algorithm to calculate statistical values and outputs a weak signal according to the statistical value; a big data analysis-based weak signal derivation unit (for convenience of explanation) It further includes (not shown in the drawing), and by using this, data including malicious code among component data received from the software development device can be extracted.

Here, the software development apparatus includes: a distributed file system for generating morpheme analysis data by dividing the received evaluation data for each morpheme having a meaning, and storing the morpheme analysis data; a data processing unit providing a virtualized database interface to process morpheme analysis data existing in the distributed file system based on SQL (structured query language); And by executing a statistical analysis algorithm through the virtual database interface provided by the data processing unit, from the morpheme analysis data, the number of occurrence frequencies by year (instance frequencies) by year, the number of simultaneous appearances between words by year, the number of appearances by year and by year The word-to-words may include a statistical analysis unit that calculates at least one of the processed values from the number of simultaneous appearances.

In addition, the statistical analysis unit may calculate an increase rate of the number of occurrences per word based on the number of occurrences per year (instance frequencies) and the number of simultaneous occurrences between words.

In addition, the statistical analysis unit divides the number of occurrences per year (instance frequencies) by the number of documents per year to standardize the number of appearance frequencies by year of the words per document to calculate a standardized increase rate of the appearance frequency per word for the words. can

In addition, the statistical analysis unit calculates the increase rate of the degree of centrality of connection for each word by using the matrix of the number of occurrences between words and the number of occurrences between words, and the standardized increase rate of the frequency of appearance for each word and the increase rate of the centrality of the degree of connection are higher than a certain portion of the word or A word that is less than a certain lower part can be derived as a weak signal.

Meanwhile, the data collection module may collect big data including unstructured data of at least any one of image, video, voice, sensor, GPS, GIS, and M2M data.

Accordingly, the software development device detects and excludes component data containing malicious code in advance through big data analysis through the weak signal derivation system including the configuration as described above, thereby protecting the security of data uploaded to the cloud and can improve safety.

The technology for providing such a screen requirement collection and procedure management method may be implemented as an application or implemented in the form of program instructions that may be executed through various computer components and recorded in a computer-readable recording medium. The computer-readable recording medium may include program instructions, data files, data structures, etc. alone or in combination.

The program instructions recorded in the computer-readable recording medium are specially designed and configured for the present invention, and may be known and available to those skilled in the computer software field.

Examples of the computer-readable recording medium include hard disks, magnetic media such as floppy disks and magnetic tapes, optical recording media such as CD-ROMs and DVDs, and magneto-optical media such as floppy disks. media), and hardware devices specially configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like.

Examples of program instructions include not only machine language codes such as those generated by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like. The hardware device may be configured to operate as one or more software modules for carrying out the processing according to the present invention, and vice versa.

Although the above has been described with reference to the embodiments, it will be understood by those skilled in the art that various modifications and changes can be made to the present invention without departing from the spirit and scope of the present invention as set forth in the following claims. will be able

100: software development device
110: screen sketch unit
120: screen design unit
130: interaction unit
140: action unit
150: common
160: Collaboration Department

Claims (5)

A software development device that provides a software production mockup solution service that defines key functions based on the requirements of customer terminals for screen design of software, and comprehensively collects and manages them,
The software development device,
a screen sketch unit for calling and objectifying a file composed of component objects, and mapping the objectified component with a component of a software development application installed in advance in the software development apparatus;
a screen design unit for structuring a graphic user interface screen using the components mapped in the screen sketching step;
an interaction unit that generates a predefined event in the component generated by the screen sketch unit or the screen design unit and changes the user interface through one or more actions;
By generating a predefined event in the component generated by the screen sketch unit or the screen design unit, the data of at least one of text, media, and images implemented on the user interface screen according to the generated event is operated (Action) an action unit performing a function;
a sharing unit for managing feedback and requirements received from a customer terminal requesting software development for the generated mockup software; and
and a collaboration unit that transmits data for project creation, project member management, and work management through the cloud to collaborate with other software development devices participating in the mock-up software production project and the mock-up software production process;
The software development device,
Further comprising a support structure installed at predetermined intervals on the lower surface of the software development device,
The support structure,
a first housing installed on a lower surface of the software development device;
a second housing formed under the first housing;
a first posture maintaining unit installed inside the first housing;
a second posture maintaining unit installed inside the second housing;
a pair of first rotation frames installed on the upper surface of the first posture maintaining unit;
a pair of second rotation frames installed on the upper surface of the second posture maintaining unit;
a first protruding frame hinged to the first pivoting frame;
a second protruding frame hinged to the second rotating frame;
a connection frame into which the first protruding frame is inserted and installed at one end, and the second protruding frame is inserted and installed at the other end; and
It is formed inside the connection frame, one end is connected to the first protruding frame, and the other end is connected to the second protruding frame to connect the first protruding frame and the second protruding frame, the first protruding frame and A software development apparatus comprising an elastic member for providing an elastic force to the second protruding frame.
The method of claim 1,
The second posture maintaining unit,
a center frame installed in the center of the bottom surface of the second housing and vertically protruding from the bottom surface of the second housing;
a fixed wing portion fixedly installed on the upper surface of the center frame;
a first rotational wing portion hinged to one end of the fixed wing, the second rotational frame is installed on an upper surface and a third rotational frame is installed on the lower surface; and
A software development apparatus comprising a second rotational wing portion hinged to the other end of the fixed blade portion, the second rotational frame is installed on an upper surface, and a fourth rotational frame is installed on the lower surface.
3. The method of claim 2,
The second posture maintaining unit,
a first auxiliary elastic member spaced apart from one side of the center frame by a predetermined distance and installed on the bottom surface of the second housing so as to be spaced apart from the lower portion of the third rotation frame; and
The software development apparatus further comprising a second auxiliary elastic member spaced apart from the other side of the center frame by a predetermined distance and installed on the bottom surface of the second housing so as to be spaced apart from the lower portion of the fourth rotation frame.
4. The method of claim 3,
The second posture maintaining unit,
a first elevating member having a rectangular parallelepiped shape formed on an upper portion of the first auxiliary elastic member;
a second elevating member having a rectangular parallelepiped shape formed on an upper portion of the second auxiliary elastic member;
a first link member having one end hinge-coupled to the third rotation frame and the other end hinge-coupled to the first elevating member; and
One end is hinged to the fourth rotation frame, the other end further comprises a second link member hinged to the second lifting member, software development apparatus.
The method of claim 1,
The software development device includes a big data analysis-based abnormal data derivation unit that determines whether abnormal data is included in data uploaded to the cloud,
The abnormal data derivation unit,
a collection management module for setting at least one of a collection target data source module, a collection target keyword, and a collection target period;
a data collection module for collecting big data from the corresponding data source module according to the data collection criteria set by the collection management module and storing it in the database module;
a morpheme analysis module that analyzes morphemes of big data stored in the database module, classifies them by morpheme, and generates morpheme analysis data; and
A software development device comprising; a data analysis module that processes morpheme analysis data with a distributed parallel processing-based statistical analysis algorithm to calculate statistical values and outputs malicious codes according to the statistical values.

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