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A Performance Comparison of Algorithms On the Indonesian Tweet Comment Labeled with ITE Law Faisal Fahmi; Romantike, Ardila Nolla
Jurnal Informasi dan Teknologi 2024, Vol. 6, No. 2
Publisher : SEULANGA SYSTEM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60083/jidt.v6i2.564

The presence of Twitter as an online forum causes everyone to be free to comment. This is one of the reasons the government issued the law on Electronic Information and transactions (ITE) to oversee all activities in cyberspace. However, the growing and growing amount of comment data is also increasingly difficult to analyze. Therefore, the application of data mining using the Rapid Miner application is proposed in this study to help in finding the most effective and efficient method, by looking at the accuracy, precision, and time lapse required when processing the comment data. In this study, a total of more than 12,000 data, containing comments and seven types of labels based on ITE were collected for analysis. After pre-processing the data, the researchers chose five of several classification methods, namely Naive Bayes, k-NN, Decision Tree, SVM, and Perceptron methods to be tested. From the tests that have been carried out through the Rapid Miner application, it was found that SVM became the best method used to classify comment data, with an accuracy of 55.32%. Meanwhile, the method with the lowest accuracy is occupied by Perceptron with a total accuracy of only 18.04%. Based on observations, the best accuracy results only reached 55.32% due to the large number of labels considered in the prediction.

Analisis Minat Masyarakat Non Muslim Tentang Perbankan Syariah dari Tahun ke Tahun di Indonesia Faisal Fahmi; Muhammad Habibi Siregar
Trending: Jurnal Manajemen dan Ekonomi Vol. 3 No. 1 (2025): Januari : Trending: Jurnal Manajemen dan Ekonomi
Publisher : Universitas 45 Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30640/trending.v3i1.3735

Islamic banks in terms of their current development are not lagging behind with progress as well as conventional ibanks. Conventional ibanking ithat iimplements ian iinterest isystem igoes iside iby iside iwith iIslamic ibanking ithat iimplements ia iprofit-sharing isystem. iThe iproblem ifaced iby iIslamic ibanks iis ithe ilow ipublic iknowledge iabout iIslamic ibanking, iespecially icaused iby ithe idominance iof iconventional ibanking iso ithat iIslamic ibanking iis istill iunderestimated. iThe ipurpose iof ithis istudy iis ito ifind iout ihow ithe ipublic iunderstands iIslamic ibanking iin iAdi iJaya iVillage, iFlygi iBesar iDistrict, iCentral iLampung iRegency. iThis itype iof iresearch iis ifield iresearch iconducted iin iKampung iAdi iJaya. iThe inature iin ithis istudy iis ia iqualitative idescriptive imethod. iThere iare itwo isources iof idata iin ithis istudy, inamely iprimary idata isources iand isecondary idata isources. iThe iprimary idata isource iis iobtained idirectly ifrom ithe icommunity, iwhile ithe isecondary idata isource ithat ithe iresearchers iuse iis iin ithe iform iof iKampung iAdi iJaya idocuments iand ifrom ivarious ibooks. iTo iobtain ivalid idata, iresearchers iuse ia idata icollection imethod, inamely iinterviews. iAfter ithe idata iis icollected, ithe iresearcher ianalyzes iusing iqualitative idata ianalysis itechniques iusing iinductive imethods.. iThe iresults iof ifield iresearch ishow ithat ithe iunderstanding iof ithe ipublic iabout iIslamic ibanks iin iKampung iAdi iJaya iis ithat ipeople ionly iknow ithe iexistence iof iIslamic ibanks ibut ido inot iunderstand iIslamic ibanks iin idetail. iOnly isome ipeople iunderstand iabout iIslamic ibanks iand isome ieven idon't iknow iabout iIslamic ibanks iat iall. iMost ipeople ido inot iknow iwhat iproducts iand iservices iare iavailable iin iIslamic ibanks. iLack iof iunderstanding ifrom ithe ipublic idue ito ithe ilack iof iinformation iobtained ifrom iIslamic ibanks iand imedia isuch ias itelevision, iprint imedia iand isocial imedia iwhich icauses ipeople inot ito iknow iwhat iIslamic ibanks iare iand iwhat iproducts iare iin I Islamic ibanks.

Analisis Minat Masyarakat Non Muslim tentang Perbankan Syariah dari Tahun Ke Tahun di Indonesia Faisal Fahmi; Muhammad Habibi Siregar
Jurnal Masharif al-Syariah: Jurnal Ekonomi dan Perbankan Syariah Vol 10 No 1 (2025)
Publisher : Universitas Muhammadiyah Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/jms.v10i1.25571

Islamic banks in terms of their current development are not lagging behind with progress as well as conventional banks. Conventional banking that implements an interest system goes side by side with Islamic banking that implements a profit-sharing system. The problem faced by Islamic banks is the low public knowledge about Islamic banking, especially caused by the dominance of conventional banking so that Islamic banking is still underestimated. The purpose of this study is to find out how the public understands Islamic banking in Adi Jaya Village, Flygi Besar District, Central Lampung Regency. This type of research is field research conducted in Kampung Adi Jaya. The nature in this study is a qualitative descriptive method. There are two sources of data in this study, namely primary data sources and secondary data sources. The primary data source is obtained directly from the community, while the secondary data source that the researchers use is in the form of Kampung Adi Jaya documents and from various books. To obtain valid data, researchers use a data collection method, namely interviews. After the data is collected, the researcher analyzes using qualitative data analysis techniques using inductive methods.. The results of field research show that the understanding of the public about Islamic banks in Kampung Adi Jaya is that people only know the existence of Islamic banks but do not understand Islamic banks in detail. Only some people understand about Islamic banks and some even don't know about Islamic banks at all. Most people do not know what products and services are available in Islamic banks. Lack of understanding from the public due to the lack of information obtained from Islamic banks and media such as television, print media and social media which causes people not to know what Islamic banks are and what products are in Islamic banks.

Peningkatan Kemampuan Mengelola Arsip Keluarga di Kalangan Penggerak PKK Kelurahan Sukomulyo Kabupaten Lamongan : Pengabdian Faisal Fahmi; Zulfatun Sofiyani; Meinia Prasyesti Kurniasari; Endang Gunarti; Ajeng Mustika Pratiwi; Muhammad Namirus Salim
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 2 (2025): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 2 (October 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i2.2990

The lack of public understanding and awareness in managing family archives in everyday life causes the archives to become damaged, not easy to find, and even lost. Many families ignore the importance of managing family archives, and understanding the contents of the information in archives so that they can be used as valid legal evidence of a family's life. The research aims to improve the community's ability to manage family records (KTP, KK, Deeds, Diplomas, Land/Building Certificates, and other securities) through the PKK drive. The research population involved PKK cadres in Sukomulyo subdistrict, Lamongan subdistrict, Lamongan regency. The training method is carried out by preparing, implementing and evaluating. Data was collected through pretest and posttest to measure the knowledge and skills of PKK activists. The analysis was carried out by looking at the pretest and posttest results to find out how significant the increase in knowledgeability (78.6%) and skills (57.1%) was in implementing the training material taught. The training succeeded in increasing knowledge, understanding, and skills in managing archives by classifying them and implementing a preservation process with encapsulation.

Peningkatan Kemampuan Pustakawan Sekolah dalam Mengelola Perpustakaan Berbasis Teknologi Digital : Penelitian Zulfatun Sofiyani; Faisal Fahmi; Meinia Prasyesti Kurniasari; Mega Putri Mahadewi; Arly Maya Berlyanti; Alf Arira Ananta Aysya
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 2 (2025): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 2 (October 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i2.2991

The low level of competence of school librarians in Lamongan Regency in managing technology-based libraries is a major obstacle to modernization. The lack of mastery of information and communication technology (ICT) has resulted in slow services, minimal digitization, and suboptimal information systems. This situation is exacerbated by a lack of training and limited infrastructure, making it difficult for school libraries to remain relevant to the needs of the current generation. The purpose of this study was to improve the ICT competency of librarians in managing digital technology-based school libraries using Inlislite media. The research methods included preparation, training implementation, evaluation, and follow-up. The research subjects were 50 school librarians from kindergarten, elementary school, and junior high school levels. Data analysis used descriptive and inferential statistical techniques to assess changes in librarians' ICT competencies. The results showed that librarians were able to independently manage digital collections using Inlislite. The conclusion of this study indicates that Inlislite training is effective in improving the competencies of school librarians, especially in mastering automation, collection entry, membership management, and circulation features. These findings confirm that Inlislite is the right medium for modernizing school libraries and is capable of improving the quality of technology-based digital services

Analisis Minat Masyarakat Non Muslim tentang Perbankan Syariah dari Tahun Ke Tahun di Indonesia Faisal Fahmi; Muhammad Habibi Siregar
Jurnal Masharif al-Syariah: Jurnal Ekonomi dan Perbankan Syariah Vol 10 No 1 (2025)
Publisher : Universitas Muhammadiyah Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/jms.v10i1.25571

Islamic banks in terms of their current development are not lagging behind with progress as well as conventional banks. Conventional banking that implements an interest system goes side by side with Islamic banking that implements a profit-sharing system. The problem faced by Islamic banks is the low public knowledge about Islamic banking, especially caused by the dominance of conventional banking so that Islamic banking is still underestimated. The purpose of this study is to find out how the public understands Islamic banking in Adi Jaya Village, Flygi Besar District, Central Lampung Regency. This type of research is field research conducted in Kampung Adi Jaya. The nature in this study is a qualitative descriptive method. There are two sources of data in this study, namely primary data sources and secondary data sources. The primary data source is obtained directly from the community, while the secondary data source that the researchers use is in the form of Kampung Adi Jaya documents and from various books. To obtain valid data, researchers use a data collection method, namely interviews. After the data is collected, the researcher analyzes using qualitative data analysis techniques using inductive methods.. The results of field research show that the understanding of the public about Islamic banks in Kampung Adi Jaya is that people only know the existence of Islamic banks but do not understand Islamic banks in detail. Only some people understand about Islamic banks and some even don't know about Islamic banks at all. Most people do not know what products and services are available in Islamic banks. Lack of understanding from the public due to the lack of information obtained from Islamic banks and media such as television, print media and social media which causes people not to know what Islamic banks are and what products are in Islamic banks.

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