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ADVANCE INFORMATICS RESEARCH JOURNAL
Published by LKP Tematik Aperta Nusantara
ISSN : 30902622     EISSN : 30899664     DOI : -
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering
About Advanced Informatics Research Journal (AIR) is a journal with e-ISSN: 3089-9664 No. SK: 30899664/II.7.4/SK.ISSN/04/2025. P-ISSN: 3090-2622 No. SK: 30902622/II.7.4/SK.ISSN/05/2025. This journal is peer-reviewed and open. Advanced Informatics Research Journal (AIR) accepts articles in English. Please create articles that comply with this journal format, then submit. This journal is published by LKP Tematik Aperta Nusantara every 1 year, 2 times (February and August). Advanced Informatics Research Journal (AIR) is a scientific journal as a form of service in the field of Informatics and other related fields.
Arjuna Subject : Ilmu Komputer (semua kategori) - Perangkat Lunak
Articles 20 Documents
 1   2 
Regression Model Exploration in Software Effort Estimation Using the Use Case Point Method Anggit Wirasto
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 1 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

Software development effort estimation is a crucial aspect of project management as it directly affects scheduling, resource allocation, and cost control. The Use Case Point (UCP) method is widely used for early-stage estimation; However, its traditional approach has several limitations, particularly related to subjective assessments and the tendency toward overestimation or underestimation. This study aims to explore and compare the performance of various regression models in improving the accuracy of UCP-based effort estimation. The dataset consists of 71 completed software projects, using UAW, UUCW, TCF, and ECF as predictor variables, and actual effort as the target variable. The evaluated models include Polynomial Regression, Decision Tree, Random Forest, Gradient Boosting, and Ridge Regression. Model performance was assessed using Mean Absolute Error (MAE), Mean Balanced Relative Error (MBRE), and Mean Inverted Balanced Relative Error (MIBRE) with an 80:20 train–test split. The experimental results indicate that the optimized Random Forest model achieves the best balance between training accuracy and generalization ability on unseen data (test MAE of 11.38), significantly outperforming the traditional UCP calculation method (MAE of 90.33). These findings suggest that non-linear regression approaches, particularly ensemble-based methods, can substantially enhance the reliability of software effort estimation compared to the conventional UCP method.
HIKING/CAMPING EQUIPMENT RENTAL INFORMATION SYSTEM AT THE MARI MENDAKI GARUT SHOP Aditya Putra Maulana
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 1 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

Mature this , in development science and technology has many new media that can help delivery accurate , fast and reliable information​ reliable . Currently the internet has Lots utilized Good it is by companies , educational institutions , government . Various field information can presented by the internet including field economics , politics , social and culture. mari shop climb need A capable system​ processing information data rental with method make application rental android based and online rental so that everything the store offers can accessible to many people and more easy For attract customers. This is a number of method For create a shop let's climb the more growing , because will more known among public with internet media assistance . In the design system This There is a number of The steps to be designed include Flowcharts, Context Diagrams , Data Flow Diagrams , Entity Relationship Diagrams, and Database Tables. existence system information created , it is hoped can increase rental and expanding the market. With existence system information created , it is hoped can increase rental and expanding the market. From the results manufacturing system information rental outdoor hiking/camping equipment at the Let's Climb Garut shop this , then writer recommend For in the future application This can be updated again with add more features​ complete .
COMPARISON OF CERTAINTY FACTOR AND DEMPSTER SHAFER METHODS INEXPERT SYSTEMS FOR IDENTIFYING FACIAL SKIN TYPES Dwi Novita; Dadang Haryanto
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 1 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

Knowledge about health skin face is one of the matter important Because skin face is part outermost from body that often exposed to light sun and dust pollution . One of the factor most important For guard health skin face is with know moreover formerly type skin the face that is owned . Generally face has 5 types skin , namely normal, oily , dry , combination , and sensitive . However , there are still many people have not Can know type skin face alone , so that not seldom they difficult in take action what fits​ For nurse skin his face . So from That objective he did study This is For make A system expert in identify type skin face with method certainty and uncertainty . The results of system expert This expected can help Lots individual For know and understand type skin her face , so that can give more solutions​ appropriate .
ANDROID-BASED BOAT RENTAL INFORMATION SYSTEM ON PANGANDARAN BEACH Ima Maelani
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 1 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

Pangandaran Beach there is Lots very object interesting tours​ For visited by tourists . Tourists can enjoy beautiful sun rising on the East Coast and the sun sunset on the West Coast. In addition , tourists can also rent boat For middle sea and also around Good from the West Coast to the East or on the contrary . In rental boat moment This Still done manually , such as must come to moreover formerly to place rental boat . Meanwhile , now This everything want to all-round practical and not complicated when do rental boat the . So, for simplify the rental process boat that is with use android application that I made about rental boat at Pangandaran Beach . Through application This tenant can do booking online without​ need come to place rentals and more easy in determine desired location​ targeted as well as can pay it inside application the . If the research This succeed will produce A capable system​ help give convenience for second split parties , so that can expected later will simplify and speed up the service process , data storage and presentation return the data .
INTEGRATED POPULATION DATA RECORDING INFORMATION SYSTEM AT THE RT LEVEL BASED ON MOBILE (CASE STUDY IN CIROYOM CIKELET VILLAGE, GARUT REGENCY) M Nandi Ginanjar
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 1 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

Population registration is an activity of data collection and recording of population events reports in order to issue population identity documents in the form of family cards and resident identification cards or other population documents issued by the local government. The population registration process is carried out in Ciroyom Cikelet Village, Garut Regency, precisely in Kp Rancaputat RT 03 / RW 04, population registration is still done manually using paper methods so that data is easily lost and damaged. Population registration here includes resident data according to family cards, current asset data and non-current asset data. The application consists of 4 parts: admin (Sensusu), residents, RT officers, The application was built with the aim of simplifying population data processing and providing population information, especially for residents around RT 03/RW 04 Ciroyom Village and making it easier for residents to apply for KTP cover letters. This Android-based application system was built with Microsoft Windows 10 Pro, the application creation process used Delphi 10.3 Rio Software with the Pascal Programming Language, MYSQL as the Database, and PHP MyAdmin as a tool for connecting Delphi Software and MYSQL. Based on the results of the tests that have been carried out, the application runs well.
DESIGN AND DEVELOPMENT OF A CCTV SYSTEM FOR MITIGATING BLIND SPOTS IN BANKING FACILITIES Aldy Rinaldy Fadzilah; Taofik Muhammad; Alfadl Habibie
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 2 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

This study aims to develop a Closed-Circuit Television (CCTV) system to reduce surveillance blind spots and improve security coverage at the BRI Cempaka Mas Branch Office, Jakarta. A qualitative descriptive approach was employed using direct observation, semi-structured interviews, documentation, and literature review. The study focused on identifying blind spots, evaluating camera positions and viewing angles, assessing network infrastructure, and determining the requirements for CCTV system improvement. System development included the installation of additional cameras, camera repositioning, network cable organization, IP configuration, PoE optimization, NVR configuration, and system testing. The results showed that the CCTV system capacity increased from 16 to 24 cameras, while five previously identified blind spot areas were eliminated. Surveillance coverage increased from approximately 80% to 100%. Connectivity testing demonstrated a 100% connection success rate for all 24 cameras, with no packet loss or IP conflicts. The NVR successfully supported live monitoring, recording, playback, motion detection, and multi-screen functions. These findings demonstrate that combining camera expansion with strategic repositioning and network infrastructure improvements can substantially enhance CCTV effectiveness and monitoring reliability in banking facilities. The study provides a practical reference for systematic CCTV development based on coverage analysis and operational requirements.
FINGERPRINT-BASED DOOR SECURITY SYSTEM USING FINGERPRINT RECOGNITION TECHNOLOGY Frasetio
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 2 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

A fingerprint-recognition-based door security system using a fingerprint sensor is designed to enhance access security. The process begins with the user registration stage, where a fingerprint is scanned and its digital data is stored in the fingerprint database as a reference. When a user requests access, the fingerprint is scanned again by the sensor, and the data is automatically compared with the stored records. If a match is found, the system sends a signal to unlock the door and automatically records the time and user identity in the security log. This system offers a secure, fast, and practical biometric solution for managing door access automatically and reliably.
COMPARISON OF CERTAINTY FACTOR AND DEMPSTER SHAFER METHODS IN EXPERT SYSTEMS FOR IDENTIFYING FACIAL SKIN TYPES Fajar Maulana Yusuf; Andri Sukma Indrayana
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 2 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

The Tematik Aperta Nusantara (TAN) Course and Training Institution (LKP) offers various training programs aimed at enhancing participant competence. However, the process of determining the appropriate training program for prospective participants is currently conducted manually through interviews and initial assessments by staff, a method that is time-consuming and prone to subjectivity. This research aims to design and develop a web-based Decision Support System (DSS) to classify prospective training participants at LKP TAN using the *Profile Matching* method, thereby making the selection process more objective, efficient, and structured. The research methodology encompasses observation, interviews, literature review, and the development of a web-based system implementing the *Profile Matching* technique. Participant data is collected via registration and questionnaires, then processed based on five criteria: interest in the training field, basic computer skills, information technology experience, communication skills, and creativity. The results demonstrate that the developed system is capable of managing participant data, criteria data, and ideal training program profiles. It performs *Profile Matching* calculations—including GAP analysis, GAP weighting, *Core Factor* and *Secondary Factor* assessments, and final score computation. The system generates training program recommendations ranked by the level of compatibility between the participant's profile and the program's ideal profile. Consequently, the developed system assists LKP TAN in classifying prospective training participants more effectively, objectively, and through a computerized process.
STUDENT ACTIVITY MONITORING INFORMATION SYSTEM USING RADIO FREQUENCY TECHNOLOGY WEB-BASED IDENTIFICATION Soparudin; Iman Hikmat Nugraha
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 2 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

Cottage Islamic boarding school Sabilul Huda makes it mandatory his students follow various routine activities , starting from prayer congregation , religious study , deposits memorization , until memorize together , but recording his presence Still done manually using​ book absence so that often cause error recording , long recap process , minimal announcement for students who do not present , as well as vulnerable manipulated , while lack of utilization technology is also a concern make Islamic boarding school left behind in the digital era. Research This aim design and build System Activity Monitoring Information Students Use Web- Based Radio Frequency Identification (RFID) Technology as effort computerization presence students , using method Waterfall development with tool help designing Activity Diagrams, Use Case Diagrams, Sequence Diagrams, and Entity Relationship Diagrams (ERD), as well as implemented using integrated PHP and MySQL with RFID module RC522, NodeMCU ESP8266, LCD 2004A I2C, and buzzer. Research results show system succeed take notes presence students in a way automatic and real-time, as well as serve report presence for administrator Islamic boarding schools , and based on Black Box Testing of the entire system feature system functioning with good , so system This expected help Islamic boarding school adapt with technology at a time monitor activity students in a way more effective , accurate , and efficient .
ANALYSIS AND IMPLEMENTATION OF THE FONNTE WHATSAPP API IN THE STUDENT MONITORING SYSTEM USING THE SYSTEM DEVELOPMENT LIFE CYCLE METHOD Soparudin; Nanang Durahman
ADVANCE INFORMATICS RESEARCH JOURNAL Vol. 2 No. 2 (2026): Advanced Informatics Research
Publisher : LKP Tematik Aperta Nusantara

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Abstract

Monitoring activity students at Islamic boarding schools Sabilul Huda faces various constraint consequence use method manual recording that requires time quite long and vulnerable to data input error . Research This aim For develop system information web -based to improve efficiency and accuracy in monitoring activity students . System developed using PHP, HTML, CSS, and MySQL with feature integrated digital attendance with notification automatic For support monitoring in real-time. Implementation results show that system capable increase effectiveness and transparency supervision , speeding up the recording process presence , reducing data input errors , as well as make things easier delivery information to parents . Findings​ study This show that implementation system digital attendance can support management activity more Islamic boarding schools structured , efficient , and accountable as well as increase communication between party Islamic boarding schools and parents in the digital era.

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