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PENERAPAN ASSOCIATION RULE MINING PADA DATA BURSA EFEK INDO-NESIA DENGAN ALGORITMA APRIORI UNTUK MEMILIH SAHAM UNGGULAN Prayitno, Deden
Jurnal Teknologi Vol 8 No 2 (2015): Jurnal Teknologi
Publisher : Jurnal Teknologi, Fakultas Teknologi Industri, Institut Sains & Teknologi AKPRIND Yogyakarta

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Abstract

Banyak perusahaan emiten yang menawarkan sahamnya kepada public dengan berbagai cara yang bertujuan menarik perhatian public agar membeli sahamnya. Penelitian ini dilakukan untuk menggambarkan pergerakan saham dari sudut pandang bidang teknologi informasi. Semua emiten yang menjadi penelitian adalah yang tercatat BEI (Bursa Efek Indonesia) yang telah diklasifikasikan ke dalam 9 sektor saham menurut klasifikasi industri. Tujuan penelitian ini adalah melihat pergerakan saham yang paling baik (dominan bergerak positip) dengan melihat adanya hubungan saham antar emiten dan juga hubungan dengan Indeks harga saham gabungan (IHSG), dimana hubungan tersebut dapat bernilai bergera positip (p), negative (n) atau equal (e). Sampel yang digunakan dengan memilih 18 perusahaan emiten dari pergerakan saham selama 3 tahun (2011 – 2013) yang dipilih dengan metode penarikan sampel yang dilakukan adalah metode purposive sampling (judgement sampling), yaitu 9 perusahaan dengan nilai saham terbesar dan 9 emiten dengan nilai saham terkecil dari masing-masing sector saham. Teknik analisis menggunakan Association Rule Mining (ARM) dengan algoritma Apriori dan program aplikasi WEKA 3.6.10. Untuk melihat hubungan antar emiten dan IHSG dengan melihat pada support (tingkat seringnya muncul) dan confidence (tingkat kepercayaan adanya hubungan). Nilai katagori menunjukan hubungan yang searah (positip), terbalik (negatip) ataupun tidak adanya perubahan atas perubahan dari nilai saham lain (equal). Hasil penelitian menunjukan adanya saham yang dominan dan bergerak positip, sehingga dapat dipertimbangkan untuk dipilih sebagai investasi oleh calon investor. Saham yang berasosiasi pada kelompok saham yang bernilai besar dengan nilai confidence lebih dari 95 persen dan support 10% adalah ASII, BHIT dan BNII, dan untuk saham bernilai kecil dengan support 30% adalah ARTA, RIMO, KICI dan KARW.
PROGRAM KEMITRAAN MASYARAKAT UNTUK SOSIALISASI PROGRAM DIGITALISASI UMKM DI WILAYAH JAKARTA PUSAT Legowo, Mercurius Broto; Prayitno, Deden; Indiarto, Budi
Jurnal Berdaya Mandiri Vol 3, No 2 (2021): Jurnal Berdaya Mandiri (JBM: EDISI KERJASAMA STIE EKUITAS BANDUNG)
Publisher : Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/jbm.v3i2.1766

Abstract

Program Kemitraan Masyarakat (PKM) merupakan paradigma baru dalam kegiatan pengabdian masyarakat yang betujuan untuk mengembangkan usaha dimasyarakat yang produktif secara ekonomi untuk meningkatkan kinerja usahanya melalui program digitalisasi UMKM. Sosialisasi ProgramDigitalisasi ini mengambil studi kasus Usaha Kecil  Menengah di wilayah Jakarta Pusat. Permasalahan yang dihadapi kedua UMKM mitra tersebut adalah keterbatasan pengetahuan UMKM tentang model bisnis berbasis digital dan praktik digitalisasi menggunakan platform digital. Metode pelaksanaan kegiatan program ini meliputi edukasi dan penyuluhan tentang manajemen bisnis, pengenalan, dan praktik penggunaan platform digital untuk digitalisasi UMKM. Hasil program sosialisasi kepada kedua mitra UMKM tersebut menunjukkan adanya peningkatan pemahaman inovasi model bisnis dan praktik digitalisasi dalam kinerja bisnisnya. Program Kemitraan Masyarakat ini telah memberikan kontribusi yang signifikan dan berkelanjutan terhadap Program Digitalisasi UMKM pemerintah, terutama di masa pandemi Covid-19 saat ini.
PENGEMBANGAN APLIKASI SISTEM INFORMASI PENJAMINAN MUTU BERBASIS INTEGRASI STANDAR AKREDITASI BAN-PT DAN ISO 9001:2008 Mercurius Broto Legowo; Budi Indiarto; Deden Prayitno
Prosiding SNST Fakultas Teknik Vol 1, No 1 (2019): PROSIDING SEMINAR NASIONAL SAINS DAN TEKNOLOGI 10 2019
Publisher : Prosiding SNST Fakultas Teknik

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Abstract

Tujuan  studi ini  untuk  mengembangkan  suatu aplikasi  sistem  informasi  penjaminan  mutu  berbasis integrasi akreditasi  BAN-PT  dan  ISO  9001:2008  untuk  Institusi  Perguruan  Tinggi  bersertifikasi  ISO. Masalah terjadi ketika  institusi perguruan tinggi bersertifikasi ISO  9001:2008 untuk mengembangkan aplikasi  sistem  informasi penjaminan  mutu  berbasis  integrasi  Akreditasi  BAN-PT  dan  ISO  9001:2008. Penelitian  Terapan  ini  adalah  jenis  penelitian  yang  termasuk dalam Action Research. Penelitian  Multi-Tahun ini  merupakan  tahapan akhir  dari  penelitian-penelitian  sebelumnya. Penggunaan Agile Software Development dengan metode Scrum sangat tepat karena melalui cara pengembangan cepat  ini produktivitas menjadi sangat tinggi. Hasil  dari  penelitian  ini  mempresentasikan suatu aplikasi  sistem  informasi  penjaminan  mutu  berbasis  integrasi standar akreditasi BAN-PT dan ISO 9001:2008 yang dihasilkan melalui proses Scrum secara lengkap. Aplikasi  sistem  informasi  penjaminan  mutu  berbasis integrasi standar akreditasi  BAN-PT  dan  ISO  9001:2008 diharapkan akan menjadi  aplikasi  yang   sangat   berguna   untuk   perguruan   tinggi bersertifikasi ISO dalam menyiapkan penilaian Akreditasi dari BAN-PT bagi program studi yang dimilikinya..Kata kunci : food bar, gizi, kacang, pangan, timor. 
MODEL SISTEM INFORMASI PENJAMINAN MUTU BERBASIS INTERGRASI AKREDITASI BAN-PT DAN ISO 9001:2008 DENGAN PENDEKATAN METODE EKD-CM Mercurius Broto Legowo; Budi Indiarto; Deden Prayitno
PROSIDING SNAST Prosiding SNAST 2018
Publisher : IST AKPRIND Yogyakarta

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Abstract

The purpose of this research is to develop a model of quality assurance information system based on integration of BAN-PT accreditation and ISO 9001: 2008 for ISO certified university, using the approach of "Knowledge Development-Change Management (EKD-CM) method. The EKD-CM method is the result of a study conducted by Nurcan and Barios (2003) is a method in developing information system model based on the business goal model, business process model up to model information system. The use of this method will improve the knowledge of academic resources on the quality of the study program, provide reasons for alternative solutions from different perspectives, and develop knowledge in support of organizational learning. This study is the next stage of previous research showing a framework of accreditation results of BANT-PT and ISO 9001: 2008. This National Strategy Research for Institutions is a type of applied research that uses a qualitative approach.. The result of this research is a model of Quality Assurance Information System (QAIS) based on integration of BAN-PT and ISO 0001: 2008 for ISO certified higher education. By using EKD-CM method approach, this modeling will present business purpose model, business process model, and information system modeling (process modeling, data modeling, Information System architecture modeling and system application modeling). This QAIS modeling will later facilitate in software development at next stage of research in the future. This information system model will be able to support the change of study program management to improve the accreditation standard of study program significantly.
Ekstraksi Pola Hubungan Penerimaan Mahasiswa Baru Dengan Sebaran Wilayah Asal Sekolah Menggunakan ARM Algoritma Apriori deden deden prayitno
Jurnal Teknik Informatika dan Sistem Informasi Vol 3 No 1 (2017): JuTISI
Publisher : Maranatha University Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28932/jutisi.v3i1.653

Abstract

Competition between Private Universities (PTS) to get new students increasingly tight course, making the marketing department at any educational institution undertake various promotional model that is exciting and innovative, plus competitors from new opening cooperation Asean Economic Community (AEC). One of the breakthrough strategies undertaken apart from the various models of the promotion is to open up the new student registration database that has been saved to be sufficiently large. The goal is to get a pattern of relationships between data on the attributes of the student database. Patterns can provide prefix information (knowledge base) as a base to get a map of the area students who apply to the Banks Association Institute. To get the pattern diekstark database using data mining techniques with association rule mining and algorithms priori.this research uses secondary data that already exists in Marketing Bureau and the Bureau of PTI, the entire database of students who enroll in PERBANAS Institute in period of 3 years (2013-2015. The results of data processing using data mining, can describe patterns of relationships between data attributes are selected, which describes the distribution area prospective students who apply and are accepted on any existing courses at the Institute Banks Association. This pattern can be used to help define marketing strategies on the Bureau to create a campaign targeted at high school and equivalent territory of origin as prospective new student Perbanas Institute. Keywords: extract the data, students, data mining, data patterns, associations, algorithms apriori
Strategies for Improving the Quality of Private Higher Education Institutions Using the SWOT and PESTEL Approaches Deden Prayitno
Jurnal Visionary : Penelitian dan Pengembangan dibidang Administrasi Pendidikan Vol. 13 No. 2 (2025): October
Publisher : Universitas Pendidikan Mandalika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33394/vis.v13i2.17482

Abstract

Abstract: The quality of private universities in Indonesia still shows significant disparities. Some institutions have successfully improved the quality of their academic services and gained recognition thru excellent accreditation, while many others have fallen behind due to weak strategic planning and sustainable quality management. This difference poses serious challenges in achieving equitable access to quality higher education. One of the essential instruments that every university must implement is the Internal Quality Assurance System (IQAS), What is commonly known in the university environment is the Internal Quality Assurance System (SPMI), designed to maintain consistency in quality standards thru the Planning, Implementation, Evaluation, Control, and Improvement (PIECI) cycle, or also known as PPEPP . However, the implementation of SPMI often faces obstacles, ranging from non-compliance with standards and weak evaluation to minimal involvement of work units and leaders in the quality culture. This article aims to analyze the factors causing quality inequality and formulate adaptive improvement strategies thru PESTEL and SWOT analysis. The research method uses a descriptive-qualitative approach with a case study at a private university experiencing obstacles in implementing SPMI (Internal Quality Assurance System). The analysis results show that the inability to anticipate external changes and weak internal governance have led to quality stagnation, low effectiveness of self-evaluation, and limited competitiveness. This article offers a PESTEL and SWOT-based strategic framework to help private colleges build a more integrated, adaptive, and sustainable quality system to strengthen accreditation and enhance competitiveness at both national and international levels. Keywords: SPMI, higher education, PESTEL and SWOT analysis.
A Conceptualization of The Sme Digitalization Model To Support The "SME-Go Digital" Program in Indonesia Broto Legowo, Mercurius; Indiarto, Budi; Prayitno, Deden
Indonesian Journal of Business and Entrepreneurship Vol. 8 No. 3 (2022): IJBE, Vol. 8 No. 3, September 2022
Publisher : School of Business, IPB University (SB-IPB)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17358/ijbe.8.3.421

Abstract

Nowadays, many business people and academic researchers are paying attention to improving digitalization in business and innovation for business models, especially in the case of SMEs. Many SMEs have not implemented digitalization then, they never think about the business model as an issue that underlies the conceptualization of the MSME digitization model in this study. This research aims to provide a conceptualization of the SME digitalization model to assist Indonesia's "SME-Go Digital" program. In this study, a qualitative approach was applied using descriptive methods. The development of a conceptual framework based on Grounded Theory and Perception Analysis from the results of the SME survey was used to conceptualize the SME digitalization model. The results of this study present a conceptualization of the SME digitization model used to support the Indonesian government's digitization program (“SMEs Go Digital”). This study concludes that the SME digitization model had developed using a conceptual framework based on the description of grounded theory. Furthermore, this study emphasizes the influence of dynamic capabilities on the digitization of SMEs, which impacts the development of Business Model Innovations. The Indonesian government's "SME-Go Digital" program will be partially supported by contributions from this research. Keywords: conceptualization, government program, model, SMEs digitalization