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THE NAÏVE BAYES METHOD AS A MEASUREMENT MODEL EFFECTIVENESS OF ONLINE LEARNING Siti Mukodimah; Muhamad Muslihudin; Suyono Suyono; Trisnawati Trisnawati
Jurnal TAM (Technology Acceptance Model) Vol 13, No 2 (2022): Jurnal TAM (Technology Acceptance Model)
Publisher : LPPM STMIK Pringsewu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/jurnaltam.v13i2.1283

The rapid development of technology requires the world of education to be able to take advantage of its positive impact, making various new innovations by utilizing technology to support education such as online learning in the learning process amid the Covid-19 pandemic. Changes in learning methods which occur suddenly from conventional learning methods or directly face-to-face switching to distance learning methods or using online learning media greatly impact and influence students who come from underprivileged families and students who are in remote areas where internet access and inadequate infrastructure. This study aims to create a classification model for measuring the effectiveness of online learning in Pringsewu using the classification method. The classification method is used to classify data based on the nature of the data which each class already recognizes. There are various methods which can be used to classify data using the Naïve Bayes method. The results of the research conducted are a classification for measuring the effectiveness of online learning in Pringsewu. The feasibility of the model obtained is supported by the results of the analysis of the Naïve Bayes model which has an accuracy rate of 98.48%, an AUC value of 0.995, a precision level of 98.17% and a 100% recall. In this study, the level of accuracy of the performance of the model used reached values above 90%. In addition, the AUC value of the two methods used is also more than 90% which is a value that is categorized as Excellent Classification. Further research can be carried out using other different parameters such as Economic Capability, Regional Location, Connectivity Mode, Digital Literacy, and others. In addition, this research was conducted only from the student's point of view. Inclusion of school opinion in future research will be useful in determining the exact effectiveness of online learning.

DECISION MAKING SYSTEMS FOR THE PERFORMANCE MEASUREMENT OF THE COVID-19 TASK FORCE IN PAGELARAN DISTRICT USING THE COMPARISON OF THE SIMPLE ADDITIVE WEIGHTING (SAW) METHOD AND THE WEIGHTED PRODUCT (WP) METHOD Komariyah Komariyah; Muhamad Muslihudin
International Journal of Artificial Intelligence and Robotic Technology Vol 2, No 3 (2022): IJAIRTec (International Journal of Artificial Intelligence and Robotic Technolog
Publisher : SRA Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/ijairtec.v2i3.56

Coronavirus is a virus which originated in Wuhan, China because this virus was first discovered in Wuhan, China. The spread is very fast. According to the prevention manual, Coronavirus Disease (COVID-19) is clarified into 3, patients under surveillance, people under monitoring and people without symptoms. This virus entered Indonesia on March 2, 2020. In order to reduce the spread of the corona virus-19, the government is expected to be able to form a disciplined and best Covid-19 task force team. To determine the best task force team, it must follow the criteria which have been set with the best performance gets a reward or award. In measuring the performance of the Covid-19 task force towards the predetermined criteria, a decision-making system is used by using a comparison of the simple additive weighting method and the weighted product method, which in this method looks for the weighted summation of the performance branches on each alternative on each criterion on all attributes. The criteria for the productivity aspect describe supervision, socialization, and appeals. The criteria for service quality aspects explain the existence of information disclosure in conducting monitoring. The criteria for the quality aspect of human resources explain the direction and training in developing leadership. Responsiveness aspect criteria explain about the quick handling as well as health services and the provision of social assistance. The responsibility criteria explain the work procedures of the COVID-19 task force. The criteria for the accountability aspect explain the reporting of work and financial evaluations. The management aspect criteria describe project development. Criteria for field operation aspects explain the acceleration of handling and the capacity of health workers. By using these criteria and by using a comparison between the simple additive weighting (saw) and weighted product (wp) methods, it can be seen that the performance weight value of the COVID-19 task force in Pagelaran District, Pringsewu Lampung with the best results according to the specified criteria, is 92 and 0.14.

PENDAMPINGAN DAN UJI KOMPETENSI KEAHLIAN SMK ISLAM AL BAROKAH Muhamad Muslihudin; Mardiyanto Mardiyanto; Siti Mukodimah
Jurnal PkM Pemberdayaan Masyarakat Vol 4 No 2 (2023): Jurnal PkM Pemberdayaan Masyarakat
Publisher : LP3K Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/jurnalpkm.v4i2.78

Assistance and skills competency tests in SMK are important aspects in ensuring the quality of education provided to students. Assistance is carried out to assist students in developing the skills and knowledge needed to meet established competency standards. Meanwhile, the skills competency test aims to evaluate students' ability to apply the knowledge and skills they have learned while at SMK. This study aims to explore and understand mentoring and skills competency testing in SMK, with a focus on the roles and benefits of these two aspects. Data was collected through interviews with teachers and students in SMKs that have mentoring programs and skills competency tests. The results of the study show that mentoring and expertise competency tests have an important role in helping students prepare themselves to enter the world of work or continue their education to a higher level. Mentoring can assist students in developing skills that cannot be learned through theoretical learning alone, while skills competency tests can ensure that students have met the competency standards needed for success in the future.

ENTERPRISE ARCHITECTURE PLANNING SEBAGAI BLUE PRINT SETRATEGI PROMOSI KELOMPOK PENGELOLA USAHA MAHAN TAPIS Agus Salim; Muhamad Muslihudin; Fauzi Fauzi
Jurnal TAM (Technology Acceptance Model) Vol 14, No 1 (2023): Jurnal TAM (Technology Acceptance Model) Preview Issue
Publisher : LPPM STMIK Pringsewu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/jurnaltam.v14i1.1421

The advancement and development of technology that we enjoy today is the impact of the era of globalization. The existence of technological advances in the business world is marked by the emergence and increase of business actors (MSMEs). The problems that occur in the scope of business actors show that business actors (KPU) in Pringsewu Regency still depend on simple Customer to Customer (C2C) business management. Research conducted by designing Enterprise Architecture Planning for groups of business actors is expected to be able to encourage business progress and business quality such as changes in promotion strategies and sales transactions. Enterprise Architecture Planning (EAP) is a modern approach to planning data quality and achieving information system missions and the steps taken to define the architecture for using information to support business and planning the implementation of that architecture. The results of the research are in the form of system architecture design, interface architecture design, and technology architecture design. The resulting architectural design allows for more open coordination between IT and business units, providing businesses with opportunities to prioritize investments, making it easy to test the current architecture against long-term goals.

MOBILE WEB-BASED INFORMATION SYSTEM MTs MA'ARIF KEPUTRAN Primayoga, Bagus; Muslihudin, Muhamad
JECE (Journal of Ethics and Character Education) Vol. 2 No. 2 (2024): JECE (Journal of Ethics and Character Education)
Publisher : YHMM PUBLISHING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/jece.v2i2.45

Information System is an information facility to provide or convey information that will provide news or activities in the form of information of course it is not an easy thing for an institution or organization if it does not have an information system, it cannot be said that it is advanced with the information systems that exist today. At Madrasah Tsanawiyah Ma'arif Keputran there are a number of problems in the form of an information system that still uses bulletin boards and needs to be updated. With the development of the era, website-based information systems will later be designed and developed to provide information related to activities in madrasas. As well as making it easier for the teacher council or interested people in this madrasa to search for or to collect student data online. As well as being able to store a file or document so that it becomes more secure and practical. The data collection method used by the author is the method of observation, interviews and literature review. The developer method used is the waterfall method. In the information system built by researchers using editor software in the form of Visual Studio Code, Appserv, and MySQL. The results of this study will be in the form of an information system that will make it easier for users to find a madrasah. Besides that, it also makes it easier for an operator to store information data.

DECISION MAKING SYSTEMS FOR THE PERFORMANCE MEASUREMENT OF THE COVID-19 TASK FORCE IN PAGELARAN DISTRICT USING THE COMPARISON OF THE SIMPLE ADDITIVE WEIGHTING (SAW) METHOD AND THE WEIGHTED PRODUCT (WP) METHOD Komariyah Komariyah; Muhamad Muslihudin
International Journal of Artificial Intelligence and Robotic Technology (IJAIRTec) Vol. 2 No. 3 (2022): International Journal of Artificial Intelligence and Robotic Technology (IJAIRT
Publisher : International Journal of Artificial Intelligence and Robotic Technology (IJAIRTec)

Show Abstract | Download Original | Original Source | Check in Google Scholar

Coronavirus is a virus which originated in Wuhan, China because this virus was first discovered in Wuhan, China. The spread is very fast. According to the prevention manual, Coronavirus Disease (COVID-19) is clarified into 3, patients under surveillance, people under monitoring and people without symptoms. This virus entered Indonesia on March 2, 2020. In order to reduce the spread of the corona virus-19, the government is expected to be able to form a disciplined and best Covid-19 task force team. To determine the best task force team, it must follow the criteria which have been set with the best performance gets a reward or award. In measuring the performance of the Covid-19 task force towards the predetermined criteria, a decision-making system is used by using a comparison of the simple additive weighting method and the weighted product method, which in this method looks for the weighted summation of the performance branches on each alternative on each criterion on all attributes. The criteria for the productivity aspect describe supervision, socialization, and appeals. The criteria for service quality aspects explain the existence of information disclosure in conducting monitoring. The criteria for the quality aspect of human resources explain the direction and training in developing leadership. Responsiveness aspect criteria explain about the quick handling as well as health services and the provision of social assistance. The responsibility criteria explain the work procedures of the COVID-19 task force. The criteria for the accountability aspect explain the reporting of work and financial evaluations. The management aspect criteria describe project development. Criteria for field operation aspects explain the acceleration of handling and the capacity of health workers. By using these criteria and by using a comparison between the simple additive weighting (saw) and weighted product (wp) methods, it can be seen that the performance weight value of the COVID-19 task force in Pagelaran District, Pringsewu Lampung with the best results according to the specified criteria, is 92 and 0.14.

IMPLEMENTASI MODEL FUZZY SAW DALAM PENILAIAN KINERJA PENYULUH AGAMA (Studi Kasus: Kementerian Agama Kabupaten Pringsewu) Muhamad Muslihudin; Didik Kurniawan; Ika Widyaningrum
Jurnal TAM (Technology Acceptance Model) Vol 8, No 1 (2017): Jurnal TAM (Technology Acceptance Model)
Publisher : LPPM STMIK Pringsewu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/jurnaltam.v8i1.85

Purpose in this study is to find and accused of performance employees the ministry of religion in counseling religion in kabupaten pringsewu and whatever that becomes obstacle barrier performance employees the ministry of religion in counseling held in kabupaten Pringsewu. Of research in the ministry of religious affairs distric pringsewu. Data collection collected by interviews and documentation. Analysis the data used was data analysis qualitative in starting by making data collection, reduction data, and presentation of data and the withdrawal of conclusion. This research using a technique collection, research room namely by data collection through the activities of observation, research, interview documentation to get data clearer in accordance with required in research. In the results of research obtained conclusion on performance counselors religion the ministry of religion in counseling religion in kabupaten pringsewu.The guidance had run quite well where stage the training is do three stages covering guidance, counseling, and lighting. Performance evaluation of among others for the delivery of material, discipline, responsibility, absentee, cooperation. From the study obtained the result that father m.Including extension workers miftahudin religion with the best grades namely 0.91.

THE NAÏVE BAYES METHOD AS A MEASUREMENT MODEL EFFECTIVENESS OF ONLINE LEARNING Siti Mukodimah; Muhamad Muslihudin; Suyono Suyono; Trisnawati Trisnawati; Baqiatus Solihah
Jurnal TAM (Technology Acceptance Model) Vol 13, No 2 (2022): Jurnal TAM (Technology Acceptance Model)
Publisher : LPPM STMIK Pringsewu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/jurnaltam.v13i2.1283

The rapid development of technology requires the world of education to be able to take advantage of its positive impact, making various new innovations by utilizing technology to support education such as online learning in the learning process amid the Covid-19 pandemic. Changes in learning methods which occur suddenly from conventional learning methods or directly face-to-face switching to distance learning methods or using online learning media greatly impact and influence students who come from underprivileged families and students who are in remote areas where internet access and inadequate infrastructure. This study aims to create a classification model for measuring the effectiveness of online learning in Pringsewu using the classification method. The classification method is used to classify data based on the nature of the data which each class already recognizes. There are various methods which can be used to classify data using the Naïve Bayes method. The results of the research conducted are a classification for measuring the effectiveness of online learning in Pringsewu. The feasibility of the model obtained is supported by the results of the analysis of the Naïve Bayes model which has an accuracy rate of 98.48%, an AUC value of 0.995, a precision level of 98.17% and a 100% recall. In this study, the level of accuracy of the performance of the model used reached values above 90%. In addition, the AUC value of the two methods used is also more than 90% which is a value that is categorized as Excellent Classification. Further research can be carried out using other different parameters such as Economic Capability, Regional Location, Connectivity Mode, Digital Literacy, and others. In addition, this research was conducted only from the student's point of view. Inclusion of school opinion in future research will be useful in determining the exact effectiveness of online learning.

IMPLEMENTASI E-GOVERMENT SEBAGAI UPAYA PENINGKATAN POTENSI DESA DI DESA BUMIREJO MENGGUNAKAN WEB MOBILE Eka Pratiwi; Muhamad Muslihudin
Jurnal TAM (Technology Acceptance Model) Vol 9, No 1 (2018): Jurnal TAM (Technology Acceptance Model)
Publisher : LPPM STMIK Pringsewu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/jurnaltam.v9i1.596

In the current era of globalisai E-Government role is needed in the government system, because it can be used to facilitate the delivery of information and is expected to face changes in accordance with Law No. 11 Year 2008. Implementation of E-Government in an effort to increase the potential village in Bumirejo Village is wrong a website-shaped media, used in facilitating the dissemination of information and viewing Potential data as well as the state and government system in Bumirejo Village, the E-Government process of Bumirejo Village by analyzing an existing system using the SDLC method, the SDLC method passes through several the stage from start of this system is planned until the system is applied, then proceed with making some diagram that is diagaram ERD (Entity Relationship Diagram), Usecase system running and Relation table database, then proceed with designing Web-based website of Mobile and use pemograman structured using PHP programming language and MySQL database.

APLIKASI WEB MOBILE CALON PENERIMA JAMBAN SEHAT BAGI KELUARGA KURANG MAMPU METODE TOPSIS Guna Yanti Kumala Sari Siregar Pahu; Evi Haryani; Muhamad Muslihudin
Jurnal TAM (Technology Acceptance Model) Vol 10, No 2 (2019): Jurnal TAM (Technology Acceptance Model)
Publisher : LPPM STMIK Pringsewu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/jurnaltam.v10i2.799

Decision making using multiple attribute has an advantage in determining alternative weight values. In determining to determine the condition of latrines declared healthy or unhealthy using six criteria, including: Knowledge, the number of people using latrines, Institutional Monitoring, Regulations, Cleanliness of Public Facilities, Community Behavior. In this study, to determine healthy latrines, community samples were used in Pringsewu District. The TOPSIS method is applied to determine the priority of unhealthy latrine conditions. The research aims to design a Decision Support System for the feasibility of latrines in public housing in Pringsewu District to realize Pringsewu Open Defecation Free. Testing results are combined with using web mobile to facilitate the Health Office in calculating weight values and following up on the results of calculations as an evaluation material for the service to prepare policy directives to achieve the goal of Open Defecation Free. From the Test Results the system describes the results of calculations and accurate research in accordance with the manual tests conducted. Which alternative 3 has the highest value than the other alternatives while alternative 4 has the lowest value.

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