Creation Of User Interface Research Articles

Leveraging Django and Machine Learning to Craft a Health Forecasting System, Tailoring Personalized Wellness Strategies

Abstract: The goal of this thesis is to develop a health forecasting system that combines Django with cutting-edge machine learning in order to customize wellness plans according to personal health information. The study addresses model selection, data preprocessing, and user interface creation as it investigates the potential synergies between machine learning and web development. Predictive health analytics potential and gaps are identified through a review of the literature. The goal of the project is to create a real-time, scalable health forecasting system while protecting user privacy. Neural networks and decision trees are two examples of machine learning methods that are utilized. The efficacy of the system in delivering precise health projections and augmenting user involvement in proactive wellness management is evaluated through empirical assessment and case studies. In order to further personalized healthcare solutions, practitioners, researchers, and developers can benefit greatly from the research's insightful contributions.

Web application of movie catalogue with React

In modern digital society, the requirements for digital services applies its influence in developing new tools for building web applications. One of those tools is React, an open-source front-end library for creating user interface (UI) for websites and web applications with responsive design. Proof of the popularity and the advantages of React is the number of websites and web applications, which use it (according to the statistics, they are more than 11 million). The aim of the article is to reveal the main characteristics and advantages of React technology by comparison with another web tool Angular and. to present a web application for movie catalogue, developed with JavaScript and React library. It consists of Home page, Catalogue page (movies), About Page, Login page, Register page, and a Sign-out button. Main functionalities: non-register users (guests) can only view the page. A guest can register as a new user or login if it is already registered. The users can create new elements (movie publication), edit or delete their own publication. If a user is not an owner of the publication, they can comment or like other user’s publications.

Expert system for the diagnosis of toxicological emergencies

The population growth far exceeds the increase in the number of hospitals and health centers, further, the number of physicians considered experts in their specialty area are not sufficient to meet the growing demand of the population. Expert systems have a very important area of application in the medical field, in addition to social and economic impact. This paper presents the analysis, design and implementation of the project "Diagnostic Expert System for toxicological emergencies". Conceptual and theoretical foundations used for its creation are described, information modules creating user interface, expert interface and inference engine which operate in accordance with the provisions outlined.

ИНТЕРФЕЙСНОЕ ВЗАИМОДЕЙСТВИЕ BIM ПРОГРАММЫ С MS OFFICE

The paper examines the necessity and possibility of interface interaction of the information modeling program Revit Autodesk with the common office program MS Excel. Such interaction makes it easier to prepare project documentation in accordance with the requirements of Russian standards, GOST. An analysis of the capabilities of the built-in Revit tools for creating specifications and their design according to GOST requirements showed an insufficient level of automation of these processes. Ready-made foreign and Russian solutions in the field of Revit plugins that implement interaction with Excel have a number of disadvantages. The purpose of this article is to demonstrate the capabilities of the application programming interface (API) for creating applications using the example of a developed software solution for automating the unloading of information from a BIM model into an Excel electronic document, in order to bring data presentation standards in line with GOST requirements. The application is developed using a tool environment: the C# programming language, the MS Visual Studio development environment, the WPF user interface creation tool, the Revit-side application programming interface .Net API, an interface for interacting with Excel ClosedXML files. As a result, the interface of the developed plugin is presented. The program allows you to export documents-statements and specifications - to Excel, designed according to the requirements of GOST. The user-friendly tab-based user interface, the compliance of the program design with the Revit system and the implemented functionality give the program advantages over its analogues. The application is available for free download to any Revit user, which is of practical importance.

A Fuzzy-Based Chat-bot Messenger for Home Intelligent System with Multiple Sensors

The integration of chatbot engines and home automation systems is an area that is seeing a lot of development and resources dedicated to in recent years. Many devices nowadays are constantly connected to the Internet (IoT) and this is a huge opportunity to create a software application that can manage an area of our everyday life. This paper was aimed at the design and implementation of a low-cost fuzzy-based system which converts fuzzy values to Crips values that uses weather conditions of a particular environment to function as an intelligent system in a smart home. The functions of this system is made possible with the integration of multiple sensors of Pewatron zirconia in a circuit in conjunction with fuzzy values in a chatbot messenger environment with the aid of the Telegram Bot service to control the state of electrical devices in the house based on atmospheric weather conditions. The commands to the control of electrical appliances was done by creating user interface that interfaces with the mobile devices that provides intelligent response programmed on to the Freescale S32K microcontroller with wireless fidelity. The main focus was to create a chat interface that allows the users to interact with their systems at home in their convenience(reaching the users where they already are, like Telegram, Facebook etc.), creating a system that not only allows you to control and manage your home electrical systems but also a networking system that gives you leverage of ease and faster network in terms of operation in controlling your home devices through decisions. The outcome of this fuzzy-based smart home intelligent system proved reliable and efficient more than the previously designed smart home systems based on relay and microcontroller. More so, the system reduces powe

Методи та інструменти розробки інформаційної системи валідації результатів неформального навчання

The publication describes methods and tools for development an information system (IS) for acceptance of the non-formal and informal learning results on base of computer ontologies. ESCO ontology of the multilingual skills classifier is used as a prototype of domain ontology that provides knowledge for developed IS. We propose the main stages of development of IS for validation of the results of non-formal learning that include creation of an ontology schema, process of integration of the obtained ontology into the RDF repository, development of application architecture and creation of user interface. The modern approaches to design and development of knowledge-oriented distributed applications intended for functioning in the open Web environment are analyzed, the existing methods and software tools for the presentation and analysis of knowledge and their suitability for solving the task are considered. We propose an innovative method of IS development based on the use of such elements of the Semantic Web project as ontologies, Web services and software agents. The paper describes the tools used in process of development of IS for validation of non-formal learning outcomes. In particular, we analyse Neo4j database management system serving the GraphDB database, the specifics of connectors and SPARQL requests to the data stored in the RDF repository and the tools used for web server creation. Comparison of PHP frameworks for web applications is performed in consideration of task requirements. Functional modeling of IS in order to determine its main functionalities is performed, and the DFD data flow diagrams of system are designed. The benefits of Laravel software are established on base of the analysis of such criteria as security, readiness to installation of plugins and libraries, support for the MVC (Model-View-Controller) concept. User interface is developed to ensure user dialogue with IS. Authers analyse software tools oriented on development of user interface and select React framework that works efficiently with all software tools selected for IS development on the previous stages of analysis.

RANCANGAN DECISION SUPPORT SYSTEMS UNTUK DIVISI PEMBELIAN PT. S

ABSTRACTIndonesian people have a variety of hobbies and activities. Today, a hobby that is being cultivated is one of the hobbies related to outdoor activities In carrying out hobbies and outdoor activities, supporting equipment is needed to carry out these activities. Because of this it creates an outdoor business opportunity, one of them is a tactical equipment business. PT. S is one company that sells tactical equipment. PT. S has problems in purchasing procedures, especially in making purchasing decisions. Therefore PT. S requires an information system that is a management control system. The system development process carried out publishes system analysis and system design.The research method used in this study is descriPT.ive analytical. Data analysis techniques use Laudon diagrams, five strength porters, SWOT analysis to analyze external and internal considerations. The Business Challenge Bundle is used to map needs related to the system design needed by PT. S.After determining the system analysis, the system design used by researcher is Business Process Modeling and Notation (BPMN), User Interface, and Decision Tree. Business Process Modeling and Notation (BPMN) to evaluate actual business processes and proposed business process. User interface to help users access information systems. Decision tree to explain the logic of thinking.To be able to make it easier to improve decision making, researcher create user interface findings to form the DSS Dashboard.Keywords : Management control system, Decision support system, information system, porter five forces, SWOT analysis, decision tree, BPMN

Development of a low-cost, user-customizable, high-speed camera.

High-speed imaging equipment can be an expensive investment, especially when certain applications require custom solutions. In this paper, we present a low-cost high-speed prototype camera built on a low-end Zynq-7000 System-on-Chip (SoC) platform and off-the-shelf components with the aim of removing the entry barrier into various high-speed imaging applications. The camera is standalone (does not require a host computer) and can achieve 211 frames per second (fps) at its maximum resolution of 1280x1024, and up to 2329 fps at a 256x256 resolution. With a current cost of only several hundred dollars and resource utilization of ~5%, the open-source design’s modularity and customizability allows users with sufficient hardware or programming experience to modify the camera to suit their needs, potentially driving the cost lower. This can be done by utilizing the large remaining programmable logic for custom image processing algorithms, creating user interface software on the CPU, attaching extensions through the peripheral Module connections, or creating custom carrier or daughter boards. The development and design of the camera is described and a figure-of-merit is presented to provide a value assessment of some available commercial high-speed cameras against which our camera is competitive. Finally, the camera was tested to record low frequency spatial vibration and was found to be useful in investigating phenotypes associated with aging in a leading animal model, the nematode (worm) Caenorhabditis elegans.

Comparative analysis of view technologies for the Spring application

The goal of the article is to choose the most efficient user interface creation tools possible for Spring. The study compares 4 selected view technologies: JSP, Thymeleaf, Wicket and Angular. Time and memory performance tests were carried out using Rest API in Spring. Test results allowed to identify the best solutions.

Implementation of P-N Learning Based Compression in Video Processing

Now-a-days, visual information is playing a more and more important role in our daily life and effects our way of communication and living in many aspects. Digital images and video applications usually involve storage or transmission of vast amount of data. For secure transmission of data and to reduce the size of the video, video compression techniques are used. Some of the techniques that are used in present days reduce the quality, data size and the original data cannot be retrieved. To overcome these problems, P-N learning based compression technique can be used.In this work, multi-scale filter banks are used for performing necessary operations to obtain the compressed video. The image extraction from video is obtained by performing sequential frame selection method, which is converted to grayscale and then encrypted by using sparse matrix generation technique. MATLAB is a multiparadigm numerical computing environment and proprietary programming language. It allows matrix manipulations, plotting of functions and data, Implementation of algorithm, creation of user Interface. This work helps in providing security for images containing information it also helps in the reduction of bandwidth utilization since only the information contained image is transmitted instead of whole video.

Multiple Person Detection and Tracking using Convolutional Neural Network

Tracking multiple persons is a challenging task when persons move in groups and occlude each other. Existing group based methods have extensively investigated how to make group division more accurate in a tracking-by-detection framework. However, few of them quantify the group dynamics or consider the group in a dynamic view. Inspired by the sociological properties of pedestrians, this work proposes a network that tracks the moving persons.This work uses CNN algorithm by extracting the ROI based HOG features to track more accurately without any interference and to obtain a robust free result. It can be done by considering the thresholding values of the person and based on the thresholding bboxes are assigned to the persons to keep the track s of the persons being detected. Implementation of algorithm, creation of user Interface, leads to observe the performance criteria of the persons being tracked which will gives us accurate and robust free results and widely used in video surveillance and generates direct response. As in the case of any accidental decisions taken by a manual observation can be replaced by using this kind of network. CNN based tracking can overcome the problem of manual observation very accurately based on region of Interest.

Оverview of the standard library for creating a GUI in Python

This article discusses the standard library for creating graphical user interfaces in Python. The relevance of graphical user interface creation tools, the value of the graphical user interface, the latest research and publications related to the tkinter library, the history of the library, the main widgets and geometry managers were analyzed. All the functions responsible for placing the elements of the graphical interface in the window are considered. There are three functions for placing widgets in the window — pack (), grid () and place (). Conclusions are drawn about the disadvantages and advantages of this library. The standard Python GUI library is closely related to the long-known and widely described Tk library, but the most relevant source of information will always be the library documentation on the Python programming language documentation site. The purpose of this article is to review the standard library for creating graphical interfaces in Python. Tkinter is a multi-platform graphical interface library based on Tk tools (widespread in the world of GNU/Linux and other UNIX-like systems, ported to Microsoft Windows, Apple Mac OS), distributed with open source, written by Wall Lumholt and Guido van Rossum. Included in the standard Python library. Tk has long been an integral part of Python. It provides a robust and platform-independent set of tools for windows that is available to Python programmers. However, in terms of usage, Tkinter is relatively easy compared to other libraries. This is a great choice for creating GUI applications in Python, especially if the modern look is not a priority for the program, and a big role is played by functionality and cross-platform speed.

User Interface Design Guidelines for Children Mobile Learning Applications

Mobile learning applications have created new learning opportunities which lead to the transition from traditional learning to modern learning, thus enhancing individuals’ learning experiences. Mobile learning applications that come with good and effective user interface allow users to be aware and mindful about the subject matter. This enables users to fully optimise the applications for learning purposes. In order to develop an effective mobile learning application, the user interface should take into account the requirements of its users for mobile learning. Children in particular are immature learners and mobile users, whose characteristics and insights are not quite the same as the adults. To date, there are design guidelines for mobile learning applications, however they are not specifically intended for children. In fact, the existing design guidelines are mostly targeted for desktop applications which are not suitable for mobile learning applications. Therefore, this study aimed to address this concern by identifying the design elements that are required for creating user interface of mobile learning applications for children. This study adopted the qualitative approach that comprises three main activities; Theoretical Study, Prototype Development and Expert Evaluation. The data were analysed using content analysis method. The guideline consists of eight design elements with their respective essential characteristics. The elements are Navigation, Text, Image and Icon, Audio, Content, Colour, Input/Output Support, and Feedback. The guideline could be used by designers to design an effective user interface for mobile learning applications specifically for children.

An analysis of user-interface creation complexity using a model-driven design approach

Model-Driven Development (MDD) is a software development approach that facilitates problem comprehension. MDD is carried out based on level of abstraction attained by working with models. When using models to create user-interfaces, development time can be reduced significantly. However, automatic user-interface generation is done with preestablished templates that might not fulfill all the requirements clients. These templates might also be too general and sometimes provide few customization options. In this paper, we review research on the usage of MDD for user-interface development. We also study how automatic user-interface generation can result in limitations as the need might arise for repeatedly modifying model and code.

Descriptive Usability Study of CirrODS: Clinical Decision and Workflow Support Tool for Management of Patients With Cirrhosis.

BackgroundThere are gaps in delivering evidence-based care for patients with chronic liver disease and cirrhosis.ObjectiveOur objective was to use interactive user-centered design methods to develop the Cirrhosis Order Set and Clinical Decision Support (CirrODS) tool in order to improve clinical decision-making and workflow.MethodsTwo work groups were convened with clinicians, user experience designers, human factors and health services researchers, and information technologists to create user interface designs. CirrODS prototypes underwent several rounds of formative design. Physicians (n=20) at three hospitals were provided with clinical scenarios of patients with cirrhosis, and the admission orders made with and without the CirrODS tool were compared. The physicians rated their experience using CirrODS and provided comments, which we coded into categories and themes. We assessed the safety, usability, and quality of CirrODS using qualitative and quantitative methods.ResultsWe created an interactive CirrODS prototype that displays an alert when existing electronic data indicate a patient is at risk for cirrhosis. The tool consists of two primary frames, presenting relevant patient data and allowing recommended evidence-based tests and treatments to be ordered and categorized. Physicians viewed the tool positively and suggested that it would be most useful at the time of admission. When using the tool, the clinicians placed fewer orders than they placed when not using the tool, but more of the orders placed were considered to be high priority when the tool was used than when it was not used. The physicians’ ratings of CirrODS indicated above average usability.ConclusionsWe developed a novel Web-based combined clinical decision-making and workflow support tool to alert and assist clinicians caring for patients with cirrhosis. Further studies are underway to assess the impact on quality of care for patients with cirrhosis in actual practice.

By two: A two-dimensional mobile game model for novice developers

The objective of this research was to discuss the processes and challenges encountered in the creation of mobile games for both Android and iOS platforms, which would help the novice game developers to enter the big world of mobile game industry. We highlighted each phase of the mobile game development. These involved suggestions on efficient brainstorming of ideas, proper selection of game engine, game design, number and type of pages, creation of levels, and distribution of complexity across the game level. In addition, other factors were considered such as the creation of User Interface and User Experience (UI/UX) as well as definition of the screen object’s sizes and positions that would be suitable in all mobile devices. The importance of agile cycles of alpha and beta testing was also discussed, particularly its influence on the enhancement of game features. However, a successful game is recognized based on its earnings. Hence, a guide on how to properly market the game was also included. A model game called “By Two” was used in this study to illustrate and explain the steps in detail.

PERANCANGAN APLIKASI JEJARING SOSIAL ALUMI PENCINTA APLIKSI BERBASIS ITC DENGAN ALGORITMA GRAPH BERBASIS WEB

Alumni is a person who finished their studi from colege or university. Alumni STMIK Nusa Mandiri or commonly referred to as IKANI has an important role in showing the imaging and quality of a university, because the alumni container is not just a forum of friendship between alumni, but also a container to counsel and communicate efforts and efforts in advancing university. By utilizing the internet facility then created a social networking site for alumni STMIK Nusa Mandiri which can facilitate communication between the alumni. Communicating using this site can make friendship and knowledge in teh ITC, become closer than other site which already axist in Internet. This site was created by starting the first system design using UML then continued with the creation of user interface and by using programming language PHP and MySQL as database management. The site still has some disadvantages in terms of both features and security.

Deployment of Docker Services on Private Cloud

The proposed paper presents the topic “Deployment of Docker Services on Private Cloud”. It briefs how the system is implemented to provide Docker services to client, in order to reduce client’s overall system load and to make the client enjoy the application layer facilities easily. The paper tells how this system uses Docker Hub which works on the concept of Container as a Service, thus making the task of creating, deploying and running applications simpler and light weighted. Docker Server in this system acts as a bridge between Docker client and Docker Hub. Client requests server for applications, server fetches the images from Docker Hub via Docker Engine which is responsible for packing these images along with its dependencies and binaries into a Container. Client can access these applications using web browser (URL,Tags). Traditionally, server could access Docker through Command Line Interface (CLI); hence to make it simpler, we present this paper illustrating creation of User Interface (UI) for the server side. Thus this paper summarizes how Docker services are deployed on private cloud.

Deployment of Docker Services on Private Cloud

The proposed paper presents the topic “Deployment of Docker Services on Private Cloud”. It briefs how the system is implemented to provide Docker services to client, in order to reduce client’s overall system load and to make the client enjoy the application layer facilities easily. The paper tells how this system uses Docker Hub which works on the concept of Container as a Service, thus making the task of creating, deploying and running applications simpler and light weighted. Docker Server in this system acts as a bridge between Docker client and Docker Hub. Client requests server for applications, server fetches the images from Docker Hub via Docker Engine which is responsible for packing these images along with its dependencies and binaries into a Container. Client can access these applications using web browser (URL,Tags). Traditionally, server could access Docker through Command Line Interface (CLI); hence to make it simpler, we present this paper illustrating creation of User Interface (UI) for the server side. Thus this paper summarizes how Docker services are deployed on private cloud.

DESIGN AND IMPLEMENTATION OF SMART HOME MODEL

Urgency of the research. The expansion of smart home systems is slower than was expected. One of the biggest obstacles to the mass expansion of smart homes is the high price of devices commonly available on the market. Home automation is not sufficiently widespread among people, not only for the high price, but also because the available systems do not meet users' perceptions of how they should work and also due to users' fear of security risks. For these reasons, when designing a new smart home system, it is a good idea to perform the initial testing on the model. Target setting. Our goal was to design a model of the original low-cost smart home system, which would allow testing, tuning, and refinement of the home automation system before it is put into use. Such a model could also be used in the learning process, while students can test the proposed smart home systems on the model. Actual scientific researches and issues analysis. When designing the model and preparing this paper, we took into ac-count both current sources – publications and papers dealing with the current state of smart home systems as well as existing smart home solutions, which are widely available on the market. Uninvestigated parts of general matters defining. The implementation of the proposed model into real-life operation was not realized during the research for this paper. The research objective. The goal of the research was to model a low-cost, reliable, smart home system. The statement of basic materials. For effective research and solution of the task of smart home system is important to create adequate model, which copies a real smart home. For our solution we used a tiny and affordable computer Raspberry Pi3, which was connected through GPIO to external sensors for light, temperature etc., operation was performed in the Python programming language and for the creation of user interface was used Cayenne platform for Android-operated smartphones. Conclusions. Our solution implemented the Raspberry Pi microcomputer, which was connected with the external hard-ware. The outputs also included the creation of a physical model of the smart home system. Designed model can meet the savings, comfort and safety requirements of every household. The stability and functionality of the system designed for the model has been verified in a long-term testing. No errors in stability have been demonstrated.