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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Teknika PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Jurnal Ilmu Komputer dan Agri-Informatika Jurnal Informatika Proceeding International Conference on Information Technology and Business Proceedings Konferensi Nasional Sistem dan Informatika (KNS&I) International conference on Information Technology and Business (ICITB) Jurnal SIMADA (Sistem Informasi dan Manajemen Basis Data) Proceeding of the Electrical Engineering Computer Science and Informatics International Journal of Artificial Intelligence Research INTEGER: Journal of Information Technology Faktor Exacta JMM (Jurnal Masyarakat Mandiri) Jurnal Teknoinfo JUTIM (Jurnal Teknik Informatika Musirawas) Jurnal Informasi dan Komputer Jurnal Teknik Elektro dan Komputasi (ELKOM) Jurnal Infortech Jurnal Generic Journal of Applied Data Sciences Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Bioscientist : Jurnal Ilmiah Biologi Jurnal Pengabdian kepada Masyarakat Journal of Research in Social Science and Humanities International Journal of Advanced Science and Computer Applications TECHSI - Jurnal Teknik Informatika Jurnal INFOTEL Journal of Digital Literacy and Volunteering Journal of Digital Literacy and Volunteering Journal of Digital Market and Digital Currency
M Said Hasibuan
Institute Informatika Dan Bisnis Darmajaya
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Public Health Social Sciences Other

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Application of Nave Bayes Algorithm for SMS Spam Classification Using Orange Nosiel Nosiel; Sigit Andriyanto; Muhammad Said Hasibuan
International Journal of Advanced Science and Computer Applications Vol. 1 No. 1: March 2022
Publisher : Utan Kayu Publishins

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (854.267 KB) | DOI: 10.47679/ijasca.v1i1.5

Abstract

Mobile phones have become a necessity for everyone. SMS is a communication service that is used to send and receive short messages in the form of text on mobile phones. Among all the advantages of SMS, there is a very annoying activity called spam (unsolicited commercial advertisements). Spam is the continuous use of electronic devices to send messages. called spammers. Spam messages are sent by advertisers with the lowest operating costs. Therefore, there are a lot of spammers and the number of messages requested is huge. Therefore, many aspects are harmed and disturbed. When SMS enters the user's mobile device, this study aims to classify spam and ham SMS. SMS classification adopts naive Bayes method. By looking at the contents of the SMS, the application of the naive Bayes method in data mining can distinguish unwanted SMS from non-spam. Results The classification accuracy rate is 0.999%. Based on the research that I have done, the Naive Bayes method can classify 1000 SMS spam data contained in the SMS spam data set file correctly.
Visualization of Lecturer Education and Research Data (case study of Informatics Engineering Lecturer IIB Darmajaya Guntur Tiara Wahyu Hidayah; Baruna Wisnu Wardana; Ari Rohmawati; Yogi Maulana; M S Hasibuan
Prosiding International conference on Information Technology and Business (ICITB) 2021: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 7
Publisher : Proceeding International Conference on Information Technology and Business

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Abstract

Lecturers who are qualified and competent in their fields are needed to encourage the quality of higher education. One way that can be done is by conductingresearch. Research in higher education is directed at developing science and technology, as well as improving the welfare of the community and the competitiveness of the nation. As time goes by, the research conducted by lecturersof the informatics engineering study program is increasing. This causes the processing and retrieval of certain information takes a long time. Currently data processing only uses Microsoft Excel so that the available informationis more difficult to understand. The information to be processed is data visualization of education and research data by lecturers of the informatics engineering studyprogram at The Institute Informatics and Business Darmajaya. Therefore, visualization using Google Data Studio is needed to make it easier for someone tounderstand the existing data and information. based on trials of making educational data visualization and lecturer research using Google Data Studio, it produces data inattractive graphic form so that the data and information displayed are easily understood by readers.Keywords—visualization, Research data, Google Data Studio.
Design of Data Visualization for Publication of Scientific Work by Lecturers of The Management Master's Program Baskoro Baskoro; Fely Dany Prasetya; Iwan Tri Bowo; Prilian Ayu Winarni; M S Hasibuan
Prosiding International conference on Information Technology and Business (ICITB) 2021: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 7
Publisher : Proceeding International Conference on Information Technology and Business

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Abstract

Research which is one of the elements of Tri Dharma has been carried out by lecturers as tasks and responsibilities that are carried out regularly every year. Create data visualizations using Google Data Studio, which can provide information on scientific publications for Master of Management lecturers based on the track record of submission of each lecturer based on the citation index of publishedscientific works, and find out the location or city of Master of Management lecturers from Bachelor to Doctoral. This research has succeeded in displaying data visualization of lecturers' scientific publications using Google Data Studio according to the citation index so as to help leaders evaluate lecturer's performance. The data sources used in this data visualization system with Google Data Studio are stored inGoogle Sheets. Data is collected from Google Scholar, Scopus, and WOS sites. This study also presents data on the history of lecturers' education by showing where the management master's lecturers have studied Keywords—Dashboard, Scientific Work Lecturers, Google Data Studio
Utilization of Content Base Image RetrievalTechnique Based Sketch for Facial Recognition Muhammad Said Hasibuan; Handoyo Widi Nugroho; Suhendro Yusuf
Prosiding International conference on Information Technology and Business (ICITB) 2016: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 2
Publisher : Proceeding International Conference on Information Technology and Business

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Abstract

As the rising up Including terrorist crimes in our society due to issues politics, economy, poverty, religion and ethnic conflicts. Many ways and techniques have been tried to crack down Reviews those crimes, but unfortunately the Efforts to seize person or group of suspected criminal is far from our expectation. Face recognition is one of techniques Introduced by many Researchers for the last Decades with many methods and approaches they tried to Recognize a person based on his or his faces. Some of the methods such as face recognition with Query by Example (QBE) using shape, color, and texture to match a query face with the face in the database; however the result is not good enough to Recognize the faces. One of the problems of face recognition by QBE is sometime we do not have a picture or a face image to the make QBE. In order to sort it out the problem, in this research we will try to introduce of face recognition method by generating a face image by a face sketch.Many sketch based face recognition was Introduced by some Researchers and experts, but most of reviews their methods have been applied directly inputting a sketch into a database the which is very costly and Involved a complex algorithm. In addition to the research, we are applying our proposed method compressed into face images, as the compressed images will save storage and unsumming the algorithm. KEY WORDS: Query by Example, Face recognition, criminal 
EXPERT SYSTEM FOR IDENTIFYING STUDENTS’ BEHAVIOR AND PERSONALITY THROUGH CASED-BASED REASONING AT THE STATE JUNIOR HIGH SCHOOL 5 BANDAR LAMPUNG Elis Malana; Muhammad Said Hasibuan
Prosiding International conference on Information Technology and Business (ICITB) 2020: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 6
Publisher : Proceeding International Conference on Information Technology and Business

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Abstract

Expert system was the system designed to emulate the expertise belonging to experts in answering questions and solving problems. This expert system provided solutions to the problems obtained from dialogues among users. This expert system was used because it contained knowledge, facts, and reasoning techniques to solve the problems and to transfer the experts’ ability to the computer. The expert system brought persons who were not an expert to be able to answer questions, solve problems, and make decisions that are usually made by the experts.  The State Junior High School 5 Bandar Lampung was one of the institutions engaged in the educational sector. In principle, The State Junior High School 5 Bandar Lampung always attempted to provide the best learning according to the students’ needs (e.g., giving advice to students in controlling themselves to behave and have a good personality in the school environment). The State Junior High School 5 Bandar Lampung carried out the learning and teaching processes for a long period of time. Moreover, the State Junior High School 5 Bandar Lampung also provided a good-learning quality for students through the expert system for identifying the student behavior and personality in State Junior High School 5 Bandar Lampung. It was expected that the students were able to control themselves in behaving and having good personalities so that they were able to develop the students in the learning processes.Keywords: Expert system, Case-Based Reasoning
USING QUALITY OF SERVICE VIRTUAL PRIVATE NETWORK (VPN) ON E-KTP BANDAR LAMPUNG Novi Herawadi Sudibyo; Muhammad Said Hasibuan
Prosiding International conference on Information Technology and Business (ICITB) 2015: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 1
Publisher : Proceeding International Conference on Information Technology and Business

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Abstract

Implementation e-ktp in Bandar Lampung , there areseveral obstaclesin the field, among others, areoftendelays inthe exchange of databetween theserverthatislocatedin the districtandthat is inthe centralserver. Tofindthe cause ofthese obstaclesand the importance ofthequality ofnetwork servicesit is necessarytodothemeasurementthatcanbeusedtomeasurethePerformance of/qualityofnetworkservice VPN that isused in theimplementation of E-Ktpin Bandar Lampungon each -eachin the district, the main problemin this studyis"Identification of QualityofService Virtual PrivateNetwork (vpn) on the Implementationof Electronic-Ktp"in Bandar Lampung. By using Axcent Net Toolsandmethods used action research model with QoSmonitoringsystem.KEYWORDS: Network VPN, Quality Of Service,ActionResearch
Data Visualization of Research Publications of IIB Darmajaya Lecturers Destiawan Destiawan; Eko Zulkaryanto; Muhammad Fahmi Hafidz; Yoni Hisbullah; M S Hasibuan
Prosiding International conference on Information Technology and Business (ICITB) 2021: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 7
Publisher : Proceeding International Conference on Information Technology and Business

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Abstract

Data visualization is now very important to understand data and can be used for decision making. Effective visualization assists users in analyzing and reasoningabout data and makes complex data accessible, understandable and useful. Users can perform analysis, such as making comparisons or understanding causality. The Indonesian government has upgraded the status of the IIB Darmajaya Research Institute so that it must increase its publications. IIB Darmajaya currently requires a system to determine the achievements of lecturers' research publications in datavisualization. Visualization tools are increasingly being used, such as Microsoft Power BI, Google Chart, Tableau, Zoho Analytics, Datawrapper, Infogram, Google Data Studio, and others. Currently, Google Data Studio is increasingly beingused since its release in 2016. Google Data Studio allows developers to easily visualize data without having to be a data scientist. IIB Darmajaya currently does not have a system to visualize published research publication data. This study usesGoogle Data Studio in developing a data visualization system for lecturer research publications that have been published on Scopus, Google Scholar, and Web of Science (WOS). The steps taken in this research are requirements analysis, collecting data, preparing data, and implementation. This study succeeded in developing a data visualization system for lecturer research publications for IIB Darmajaya and is expected to be a source of information on current achievementsand a reference for future decision making. Keywords— data visualization, google data studio, research publications
Evaluation Website of the Bandar Lampung City Government using the Webuse Method A Feriyanto; A Adven Tonny; Y Verawati; M S Hasibuan
Prosiding International conference on Information Technology and Business (ICITB) 2021: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 7
Publisher : Proceeding International Conference on Information Technology and Business

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Abstract

The City of Bandar Lampung is a quickly creating city, to spread data and to work on great public administrations for the local area, the Bandar Lampung Regional Government has carried out a data framework e-government based site, with the location https://bandarlampungkota.go.id/ yet there are numerous objections from clients of the site which expresses that data on the difficult to come by site, reaction the site long enough when gotten to, etc, so it should be assessed convenience on site to work on the simplicity and productivity in the utilization of clients. The advancement of good-quality pages requires complex strategies for plan and assessment. One of the devices to realize the fulfillment level of a framework isthrough convenience testing. In this way, ease of use testing is led to test the fulfillment level of clients. Advancement of a Site Ease of use Assessment (Webuse)as a norm for estimating ease of use, with a-based survey assessment technique web that permits clients to survey the convenience of the site to be assessed. The site this review alludes to the Webuse to assess ease of use on the site Bandar Lampung Regional Government with the elements of Content, Organization and Readability, Navigation and Links, User Interface Design, and Performance and Effectiveness. Webuse centers around fostering an assessment framework convenience electronic with an abstract activity approach that includes the interest of clients to give an appraisal of a site. In the analysis of the usability website it can be seen that the level of usability website Bandar Lampung City Government is at point 0.74 on “good” level. The purpose of this study was to determine the level usabilityof the website Bandar Lampung City Government in service to provide optimal information and services to users. 4 elements of Webuse produce Cronbach's Alphaworth which is more noteworthy than 0.70, it tends to be deciphered that the exploration instrument utilized is truly dependable, so it is deserving of additionalexamination. Keywords—e-government, Usability, Webuse, website.
Evaluation of Metro City Government Website Using WEBUSE Method Ali Nasution; Dani Apriansyah; Netty Sefriyanti; M S Hasibuan
Prosiding International conference on Information Technology and Business (ICITB) 2021: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 7
Publisher : Proceeding International Conference on Information Technology and Business

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Abstract

Metro City is one of the Madya Cities in Lampung Province which has the goal of "The Realization of an Educated, Healthy, Prosperous and Cultured Metro City". To balance this goal, a facility is needed which is expected to help the community and the government to be able to find and provide information easily and clearly. Metro City has tried to build a forum so that its people can get information easily and clearly, as evidenced by the existence of a metrokota.go.id page. However, the problem isthat many people in Metro City and its surroundings do not yet know the benefits or functions of the website. This is evidenced by the data of respondents filling out thequestionnaire from the percentage of 100% who are natives of Metro City, only 26.8%. So with this basis the Metro City website must be evaluated to find out the shortcomings of the website. This research refers to the Website Usability Evaluation (WEBUSE) approach to determine the results of the usability evaluation on the Metro City Government website with 4 categories of assessment, namely Content Organization and Readability, Navigation And Link, User Interface Design, Performance And Effectiveness. The WEBUSE method used focuses on the development of a webbased usability evaluation system with a subjective action approach that involves the participation of Metro City Government website users to provide an assessment of their website. The purpose of this study is to evaluate whether the Metro City Government website can provide optimal service to users. After measuring WEBUSE, the Metro City Website of the 4 variables measured, in Content organization and readability produces a value of 0.654 "Good", Navigation and link got a value of 0.663 "Good", Performance and effectiveness produces a value of 0.667 "Good", while in user design The interface gets a “Moderate” result with a score of 0.560.Keywords—WEBUSE, Metro City, Website
An Enterprise Architecture Plan for Training Center of IIB Darmajaya M Said Hasibuan; Hendri Purnomo; Melda Agharina
Prosiding International conference on Information Technology and Business (ICITB) 2020: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 6
Publisher : Proceeding International Conference on Information Technology and Business

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Abstract

The Training Center of Institute of Informatics and Business (IIB) Darmajaya was one of the technical implementation units that facilitated the needs of IIB Darmajaya and stakeholders to achieve superior quality graduates. This Training Center had prospective alumni who were distributed their training skills needed by stakeholders. This Training Center was not able to provide integrated services, e.g., optimizing the inadequate service. The objective of this study was to design the enterprise architecture (EA) using TOGAF framework to solve the problem. The procedure of this study was carried out through the preliminary phase, architecture vision, business architecture, information systems and technology architecture. The result of this study was designing novel models by using TOGAF EA.Keywords: TOGAF, Enterprise Architecture, Darmajaya
Co-Authors - Nurfiana A Adven Tonny A Feriyanto Abdi Darmawan Abror , Muhamad Achmad Aldi Sakoni Adam Japal Adi Wijaya Admi Syarif Afdal Wahyu Prayuda Agus, Isnandar Ali Nasution Andry Ferianto anggalia wibasuri Anuar Sanusi Anuar Sanusi Arbi Gunawan ARDIANSYAH ARDIANSYAH Ari Rohmawati Arie Setya Putra Arman Suryadi Karim, Arman Suryadi Aziz, RZ. Abdul Bagus Yuda Pratama Baruna Wisnu Wardana Baskoro Baskoro Dani Apriansyah Danil, Sapni Delli Maria Denny Prastiawan Destiawan Destiawan Dewi, Deshinta Arrova Dian Saputra Dika Tondo W Diki Andita Kusuma Doni Andrianto Dworo, Dworo Effendi, M. Junius Eko Budi Wicaksono Eko Zulkaryanto Elis Malana Fauziah Zahra Ramadhani Febriana, Annisa Arsya Fely Dany Prasetya Fernando, Rhino Firmansyah Firmansyah Firmansyah Firmansyah Firmansyah Fitria Fransiska, Devi Guntur Tiara Wahyu Hidayah handoyo widi nugroho Hardiansyah, Deni Henderi . Hendri Purnomo Herawadi S, Novi Hermansyah, Idi Herwanto, Riko Ismail, Abdul Azim Bin Isnaini Bastari Iwan Tri Bowo Khristina Henny R Kumala, Dian Agustin Arta Kurnia Muludi Kurniawan Kurniawan, Tri Basuki Laila, Siti Nur M. Arif Prayoga M. Arif Rifai M. Royan Fauzi Mahfut Maizary, Ary Marzuki Marzuki Melda Agarina Melda Agharina Muhammad Fahmi Hafidz Mukhas Munif Ahsani Munaa Munaa Munaa, Munaa Nathan Nurdadyansyah Nathan, Yogeswaran Netty Sefriyanti Nosiel Nosiel Novi Herawadi Sudibyo Novi Herawadi Sudibyo, Novi Herawadi Novita Sari Nurdiyanto, Heri Nurpambudi, Ramadhan Nuryana, Sapta Adi Onno W Purbo Periasamy, Jeyarani Pratama, Bagus Yuda Pratama, Tomy Adi Prayoga, M. Arif Prayuda, Afdal Wahyu Prilian Ayu Winarni Purbo, Onno W R Rizal Isnanto R, Khristina Henny Rahmadi, Lendy Rahmalia Syahputri Rahmalia Syahputri Ramadhani, Fauziah Zahra Rangga Firdaus Ratih Pratiwi Ratna Nurhaya Renita Dwi Astuti Ridho Kurniawan RIDHO KURNIAWAN, RIDHO Rizky Yulizar Rahman Romadhoni, Nuzul Rahmat Rosandi, Triowali Ruki Rizal Sakoni, Achmad Aldi Sapni Danil Savitri, Ratna Selfiyana, Reva Setiyono . Sigit Andriyanto Singagerda, Faurani Santi Singh, Harprith Kaur Rajinder Siti Khodijah Situmorang, Klaudia SB SRI RAHAYU Sri Ratna Sulistiyanti Suci Mutiara Sutedi Sutedi Suwandi Tetra Praja Utama Triloka, Joko Wahyu Bintono Wasilah Wibaselppa, Anggawidia Winda Rika Lestari Y Verawati Y. Suhendro Yeh, Ming-Lang Yogi Maulana Yoni Hisbullah Yudha, Efrian Prama Yusuf, Suhendro Zainal A. Hasibuan Zakaria, Mohd Zaki