Journal of Intelligent Computing and Health Informatics (JICHI)
Journal of Intelligent Computing & Health Informatics (JICHI) was printed in March 2020. JICHI is a scientific review journal publishing that focus on exchanging information relating to intelligent computing and health informatics applied in industry, hospitals, government, and universities. All articles should include a validation of the idea presented, e.g. through case studies, experiments, or systematic comparisons with other approaches already in practice. Two types of papers are accepted: (1) A short paper that discusses a single contribution to a specific new trend or a new idea, and; (2) A long paper that provides a survey of a specific research trend using a systematic literature review (SLR) method, as well as a traditional review method. Topics of interest include, but are not limited to: Intelligent Computing Include Machine Learning; Reinforcement Learning; Computer Vision; Image Processing; Scheduling and Optimization; Bio-inspired Algorithms; Business Intelligence; Chaos theory and intelligent control systems; Robotic Intelligent; Multimedia & Application; Web and mobile Intelligence and Big Data, etc.) Health Informatics Include Electronic health record; E-Health Information; Medical Image Processing & Techniques; Data Mining in Healthcare; Bioinformatics & Biostatistics; Mobile applications for patient care; Medical Image Processing & Techniques; Hospital information systems; Document handling systems; Electronic medical record systems; standardization, and systems integration; ICT in health promotion programmes e-health Guidelines and protocols; E-learning & education in healthcare; Telemedicine Software- Portals-Devices & Telehealth; Public health & consumer informatics; Data Mining & Knowledge Discovery in Medicine; ICT for Patient empowerment; ICT for Patient safety; Medical Databanks-Databases & Knowledge Bases; Healthcare Quality assurance; Nursing Informatics; Evaluation & Technology Assessment; Home-based eHealth; Health Management Issues; Health Research; Health Economics Issues; Statistical Method for Computer Medical Decision Support Systems; Medical Informatics or medicine in general; Organizational, economic, social, clinical impact, ethical and cost-benefit aspects of IT applications in health care.
Articles
53 Documents
<![CDATA[Sentiment Analysis on Coffee Consumer Perceptions on Social Media Twitter Using Multinomial Naïve Bayes ]]>
<![CDATA[Qomariah, Nurul]]>
<![CDATA[ Journal of Intelligent Computing & Health Informatics Vol 2, No 1 (2021): March ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i1.7241
<![CDATA[Coffee is an Indonesian plantation product that has high competitiveness in the international market. The demand for coffee is influenced by people's perceptions of coffee in Indonesia. People easily provide opinions and opinions through social media. The most popular social media application in all circles is Twitter. The types of coffee that are trending topics on Twitter today are civet coffee, black coffee, sick coffee and bitter coffee. The purpose of this study is to provide an overview of the positive and negative public sentiments towards coffee in Indonesia. In this research, sentiment analysis using Naïve Bayes Multinomial has been applied to determine the perception of good or bad in society. The results showed good accuracy such as accuracy, precision, recall of 94%, 99%, 88%. The results of this study prove that the proposed model can be used to analyze sentiments on Twitter texts very well.]]>
<![CDATA[Implementation of the Border Gateway Protocol (BGP) Protocol in the Public Network of the Universitas Muhammadiyah Semarang ]]>
<![CDATA[Fathurohman, Akhmad]]>;
<![CDATA[Safuan, Safuan]]>
<![CDATA[ Journal of Intelligent Computing & Health Informatics Vol 2, No 1 (2021): March ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i1.7445
<![CDATA[The need for the smoothness and reliability of the internet network on campus is very high, especially in the current state of the need for a very high internet connection, all activities, both administrative and learning activities, are carried out online. At locations throughout the campus area, adequate availability of computer and internet network access is required. Universitas Muhammadyah Semarang (Unimus) campus which is spread across various collations of the city of Semarang, and in an integrated campus also consists of various buildings that are relatively far apart needed, therefore a network model is needed that meets all Unimus needs. Dynamic routing, also called adaptive routing, is a process where a router can forward data via a different route or given destination based on the current conditions of the communication circuits within a system. The BGP (Border Gateway Protocol) routing method which allows to provide smooth access with equal opportunities at every main network access point. This model is the choice that is applied to the Unimus public network.]]>
<![CDATA[Health Surveillance Integration System web-based for Health Centers ]]>
<![CDATA[Qashlim, Akhmad]]>;
<![CDATA[Andi, Riswandi]]>;
<![CDATA[Khairat, Ul]]>
<![CDATA[ Journal of Intelligent Computing & Health Informatics Vol 2, No 1 (2021): March ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i1.7935
<![CDATA[Efforts to improve analytical skills provide recommendations and improve partner’s cooperation in order to strengthen the surveillance system in each Health Center unit that can be utilized by the field of epidemiology for managers / structural and functional. So we need an automated system that is able to process and integrate disease data into surveillance data. This automated system can be created using web-based information technology. This study aims to design a web-based information system that processes disease data taken from patient medical records and disease reports at three health centers, namely Massenga Health Center, Matakali Health Center, and Pekkabata Health Center then presented as disease surveillance data at the Health Office. The focus of surveillance is on the disease, not the individual. Qualitative methods in this study were used to analyze each system at each health center. This system is built using the PHP and MySQL programming languages using the concept of database integration. This system will collect data from three samples of Health Center, then the incoming data will automatically be processed and analyzed so as to produce objective, measurable information that can be compared over time between health center as decision making material. The results of this study are surveillance data regarding the information of diseases and trends in diseases such as DBD, TBC, ISPA, Hipertensi at certain timeframes in each Health.]]>
<![CDATA[Applied WebQual 4.0 to Evaluate SMART System in RSAB Harapan Kita ]]>
<![CDATA[Noviandi, Noviandi]]>
<![CDATA[ Journal of Intelligent Computing & Health Informatics Vol 2, No 1 (2021): March ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i1.6963
<![CDATA[Website hospital applications are one of the technological developments that affect service quality. Therefore it is necessary to evaluate the quality of the information system provided in the hospital. The method used is webqual 4.0 with usability, information quality, and service interaction quality. Data collection was carried out used a questionnaire given to 232 health workers at RSAB Harapan Kita who interacted with the SMART application. The analysis technique used is descriptive analysis technique with a quantitative approach and cross-sectional research design. The results of this study were 74.1% stated that the quality of the application was good and 25.9% said that the quality of the application was not good, as much as 43.5% stated that the quality was sufficient when viewed from the usability dimension, 40.9% in the information quality dimension, and 40. 1% for the service interaction quality dimension. The SMART application at RSAB Harapan Kita does not yet contain clear instructions or references, does not perfectly present relevant information, and the officer states that they do not feel safe about personal information on the SMART application.]]>
<![CDATA[Waste Bank Data Management Information System with Web-Based Telegram Bot Notification Feature at Mawar Garbage Bank ]]>
<![CDATA[Waliyansyah, Rahmat Robi]]>;
<![CDATA[Novita, Mega]]>
<![CDATA[ Journal of Intelligent Computing & Health Informatics Vol 2, No 1 (2021): March ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i1.7930
<![CDATA[The Mawar Garbage Bank needs a waste bank data management information system with a Web-based Telegram Bot notification feature on the Garbage Bank. The goal is to provide convenience to the officers of the Mawar Garbage Bank to speed up the process of managing data and delivering information in an effective and efficient manner to customers. This research uses the waterfall method. By using a MySQL database, PHP programming language and Laravel Framework. As well as diagrams used for system modeling using the Unified Modeling Language (UML). With this system, it is hoped that it can make it easier to manage data and provide information about the waste bank which is useful for the Mawar Garbage Bank. This research will be tested using Black Box, White Box and User Acceptance Test (UAT). As for the notification using a telegram bot. The notification from the telegram bot aims to make it easier for customers to find information such as balances, savings flows, and cash withdrawals. From the black box test, you get 100% results, which means that the system has met the design objectives, so this system is suitable for use. White box test results get 100% results with the resulting complexity is 2 which shows that it can meet the criteria for software engineering. The results of the user acceptance test (UAT) test get a 98% result, which means that the software is acceptable and has met the requested needs.]]>
<![CDATA[Image Processing Application for Lipa Saqbe Mandar ]]>
<![CDATA[Qashlim, Akhmad]]>;
<![CDATA[Ochtavia, Gustia]]>;
<![CDATA[Sarjan, Muhammad]]>
<![CDATA[ Journal of Intelligent Computing & Health Informatics Vol 2, No 2 (2021): September ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i2.8068
<![CDATA[Seeing from today's technological developments, it is growing rapidly, but there are still many people, especially the younger generation today, whose understanding is still very lacking, in recognizing any motifs or patterns in Lipa Saqbe Mandar. From these problems, an image processing application is needed to recognize the Lipa Saqbe pattern that can be used to help facilitate the community or the younger generation, where the camera application will be directed to Lipa Saqbe and will then provide information or identify the name of the Lipa Saqbe pattern or motif. This system uses the template matching method, which functions to match each part of an image with the image that becomes the template (reference). One of the applied methods of the convolution technique. This method is often used to identify character images of letters, numbers, fingerprints, and other image matching applications. This application is built using the Java programming language, and database. The image management process uses the template matching method through a scanning process so that it can identify the name of the motif or pattern in Lipa Saqbe]]>
<![CDATA[The Complaint System Based on Whistleblowing Concept and Message Digest 5 Cryptographic Method for Regency Inspectorate Office in Polewali Mandar ]]>
<![CDATA[Qashlim, Akhmad]]>;
<![CDATA[Mawar, Mawar]]>;
<![CDATA[Assiddiq, Muhammad]]>
<![CDATA[ Journal of Intelligent Computing & Health Informatics Vol 2, No 2 (2021): September ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i2.8033
<![CDATA[Inspectorate as an institution that supervises violations in government agencies or organizations. However, when individuals report a deviation, they often get into trouble because the identity of the reporter is not kept secret. So that in this research a complaint system is designed that uses the concept of whistleblowing with the cryptographic method. Where this method uses the Message Digest 5 (MD5) algorithm to lock or encrypt data so that the confidentiality of the reporting data can be maintained. In collecting data, it is done qualitatively, where data is collected through observation, interviews, and literature studies. This study resulted in a complaint system using the whistleblowing concept with the message digest 5 cryptographic method which was used at the Polewali Mandar Regency Inspectorate Office as a medium for reporting violations. With this complaint system, the reporter need not be afraid, because his identity will be encrypted using the Message Digest 5 algorithm.]]>
<![CDATA[E-Tilang Web Based Application for Merangin District Traffic Riders ]]>
<![CDATA[Pratiwi, Regina Gita]]>;
<![CDATA[Widiyanto, Max Teja Ajie Cipta]]>
<![CDATA[ Journal of Intelligent Computing & Health Informatics Vol 2, No 2 (2021): September ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i2.7079
<![CDATA[The development of the e-ticketing application starts from planning is identifying problems, the system running, user needs to designing the uml, database and GUI. Up to the coding stage and the application named Electronic Ticketing Application (E-Tilang) Against Traffic Offenders in Merangin Regency is web-based. The application focuses on recording tickets and the results of recording tickets that can be seen on the web. The system created by the author can simplify the process of counting and processing of numbers, both for the Kasatlanas party and the public in seeing the results of the selection trial because all activities are carried out online and the data is recorded in real time in the database]]>
<![CDATA[Building Attendance Application with Location Based Service Technology and Waterfall Method to Overcome Long Attendance Queues and Reduce the Risk of Exposure to Covid-19 ]]>
<![CDATA[Fajrianto, Rendi]]>;
<![CDATA[Tarigan, Masmur]]>
<![CDATA[ Journal of Intelligent Computing & Health Informatics Vol 2, No 2 (2021): September ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i2.8474
<![CDATA[Employee attendance using finger print attendance device, is not efficient enough for PT. Modern Gravure Indonesia, because it will result in long queues. In addition, attendance using a finger print attendance device can increase the risk of contracting COVID-19 disease, because there is physical contact. So a mobile-based application is needed in order to anticipate long attendance queues and avoid the risk of being exposed to COVID-19. This application provides an attendance feature with location validation using LBS technology. If the employee is already in the office area or less than 500 meters from the office coordinates, then he or she can take attendance, so the employee cannot commit fraud. This application can also display monthly reports that are used for integration with the PT. Modern Gravure Indonesia. The method used to build this application is Waterfall and UML diagram modeling. This application will be built using the Flutter framework. And for the server side it will be built using the Laravel framework. With this application, it is expected to be able to overcome long attendance queues and reduce the risk of being exposed to Covid-19 at PT. Modern Gravure Indonesia.]]>
<![CDATA[A Method of Product Stock Sharing Within SMEs Community Applied in E-commerce Platform ]]>
<![CDATA[Jumail Wastam]]>;
<![CDATA[Endang Rudiatin]]>
<![CDATA[ Journal of Intelligent Computing and Health Informatics (JICHI) Vol 2, No 2 (2021): September ]]>
Publisher : <![CDATA[Universitas Muhammadiyah Semarang Press ]]>
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DOI: 10.26714/jichi.v2i2.8745
<![CDATA[The main problem of community empowerment in Small and Medium Enterprenership is the lack of an entrepreneurial ecosystem that helps SMEs adopt technology from larger businesses (R&D transfer), further there is high level enough of opportunity to do business in Indonesia, however the business sustainability is still low. Meanwhile, forming a business community will be one of the best alternatives to support in maintain business sustainability, where this can be achieved by collaboration in order to involve similar business units into a productive SMEs community. Developing SMEs community product share is an innovative method in this study so that product stock could remain available and it is mean business can continously productive. Developing business community of SMEs give an essential advantages to the target customers, where they are may face more stock of similar product from various store in one etalase. An e-commerce platform may facilitates this SMEs community for product share method. In this study has explore xpooz.id as a case which product share method are implemented and tested. Observational analysis, and questionnaire are conducted to have public and SMEs respond on the importance of product stock availability. The result of 98.4% participants has showing their positive responses on the case, 85.3% has shows how impact of the product stock availability, which is mean that the e-commerce platform have to give seriously consideration on community based product share stock as an important method.]]>
