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DATA MINING PENILAIAN KINERJA KARYAWAN UPI CONVENTION GROUP MENGGUNAKAN BAYESIAN CLASSIFIER Eka Praja Wiyata Mandala; Muhammad Ridwan; Dewi Eka Putri
Sebatik Vol 23 No 1 (2019): JUNI 2019
Publisher : STMIK Widya Cipta Dharma

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (274.154 KB)

Abstract

Kinerja merupakan tingkat berhasilnya seorang karyawan dalam periode tertentu ketika melaksanakan pekerjaannya berupa standar dari hasil kerja dan target yang sudah dicapai. Kinerja biasa juga disebut dengan prestasi kerja yang merupakan gabungan dari kemampuan dari seorang karyawan, usaha yang dilakukannya dan kesempatan yang bisa dinilai dari semua hasil kerjanya. Penilaian kinerja karyawan harus dilakukan pada semua bidang usaha yang melibatkan karyawan didalamnya, termasuk UPI Convention Group sebagai pengelola gedung pertemuan dan penyedia fasilitas untuk menunjang semua kegiatan yang dilakukan di gedung tersebut. UPI Convention Group memiliki karyawan tetap yang ditempatkan pada dua gedung yang dikelola yaitu UPI Exhibition Hall dan UPI Convention Center. Padatnya kegiatan yang dilakukan pada kedua gedung tersebut, diantaranya adalah acara pernikahan, seminar, pertemuan dan kegiatan lainnya membuat pihak manajemen UPI Convention Group mempunyai masalah dengan kinerja karyawan mereka yang dirasakan tidak stabil, kadang kinerja mereka bagus, kadang kurang bagus. Karena masalah ini, maka diperlukan sebuah aplikasi pendukung untuk melakukan penilaian kinerja karyawan di UPI Convention Group, dimana aplikasi ini dibuat menggunakan pendekatan data mining dengan metode bayesian classifier untuk menentukan nilai probabilitas dari masing-masing kriteria penilaian. Hasilnya sangat membantu manajemen UPI Convention Group dalam proses penilaian kinerja karyawan berdasarakan kriteria-kriteria yang sudah ditentukan.
DATA MINING PEMBERIAN REWARD PADA KARYAWAN UPI CONVENTION GROUP MENGGUNAKAN NEAREST NEIGHBOR Eka Praja Wiyata Mandala; Muhammad Ridwan; Dewi Eka Putri
Sebatik Vol 24 No 1 (2020): Juni 2020
Publisher : STMIK Widya Cipta Dharma

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Abstract

Reward bisa diartikan sebagai penghargaan atau hadiah, merupakan sesuatu yang diberikan oleh perusahaan kepada karyawan dengan tujuan agar karyawan menjadi senang, bisa lebih giat bekerja, semangat dalam melakukan pekerjaan dan bisa lebih rajin dalam bekerja. Bisa dikatakan reward bisa menjadi salah satu bentuk motivasi yang dilakukan oleh perusahaan untuk meningkatkan kualitas sumber daya manusia. UPI Convention Group merupakan salah satu bentuk bisnis dalam hal penyedia gedung dan fasilitas untuk kegiatan seperti pernikahan, seminar dan berbagai pertemuan lainnya. UPI Convention Group membawahi dua gedung yaitu UPI Convention Center dan UPI Exhibition Hall. Sangat banyaknya kegiatan yang dilakukan membuat banyaknya karyawan yang dibutuhkan untuk bisa memenuhi kebutuhan untuk setiap kegiatan. Selain mempunyai karyawan tetap, UPI Convention Group juga biasanya menerima siswa dari SMK untuk magang dan ditugaskan untuk membantu acara pernikahan yang dilakukan di gedung tersebut. Karena banyaknya karyawan, maka diperlukan sebuah sistem penunjang untuk pemberian reward. Sistem dikembangkan dengan pendekatan data mining dengan menggunakan metode nearest neighbor untuk mendapatkan nilai similarity ksus baru dengan kasus sebelumnya. Hasil penelitian ini adalah aplikasi data mining yang diimplementasikan menggunakan media web.
The Effect of Usefulness, Ease of Use, Risk, and Trust to Behavioral Intention in the Use of Internet Banking Robino Indan; Rio Andika; Muhammad Ridwan; Robby Darma
UPI YPTK Journal of Business and Economics Vol. 1 No. 1 (2016): May 2016
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat Universitas Putra Indonesia YPTK

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35134/jbe.v1i1.6

Abstract

Recently information technology is one of the vital elements in human daily activity supports. One example of information technology measurement is based on the Technology Acceptance Model (TAM), which is an information system that shows how users come to accept and use the technology. Usefulness and Ease of Use are the main reasons that would predispose a person to use such technology. The TAM is also applied to the use of Internet Banking, but there are some more factors that will affect the Behavior Intention in using the Internet Banking including Risk and Trust. The aim of this study is to prove the hypothesis of the variables that affect the Behavior Intention. Research variables were measured using a questionnaire that is processed with SPSS software. The results showed that the four variables studied positive influence on Behavior Intention in the use of Internet Banking.
The Effect of Leadership Style and Human Resources Development on Employee Performance with Job Satisfaction as Intervening Variable Muhammad Ridwan; Ramdani Bayu Putra; Joko Purwanto; Hasmaynelis Fitri
UPI YPTK Journal of Business and Economics Vol. 6 No. 1 (2021): January 2021
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat Universitas Putra Indonesia YPTK

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35134/jbe.v6i1.41

Abstract

This study aims to determine how much influence leadership style, human resource development has on employee performance at the Mukomuko district social service with job satisfaction as an intervening variable. Methods of collecting data through surveys and questionnaires. The analytical method used is validity and reliability test, multiple linear analysis, hypothesis testing using F test and t test. The total respondents in this study amounted to 55 respondents. Based on the research obtained based on the partial test (t test) obtained: (a) Leadership style has a positive and significant effect on job satisfaction. (b) human resource development has a positive and significant effect on job satisfaction. (c) Leadership style has a positive and significant effect on employee performance. (d) human resource development has a positive and significant effect on employee performance. (e) job satisfaction has a positive and significant effect on employee performance. Then the results of the coefficient of determination 0.592 or 59.2% this shows that the percentage of the contribution of the independent variable leadership style and human resource development to job satisfaction is 0.408 or 40.8 is influenced by variables outside the study while the second equation is 0.720 or 72.0% this shows that the percentage of the contribution of the independent variables of leadership style, human resource development and job satisfaction to the dependent variable of employee performance (Y) is 0.720 or 72, 0%. While the rest is 0.280 or 28.0% influenced by other variables outside of this study.
MEMPERSIAPKAN SDM HANDAL DALAM MENGHADAPI SMART SOCIETY 5.0 PADA SANTRI RAHMATAN LIL’ALAMIN INTERNATIONAL ISLAMIC BOARDING SCHOOL Muhammad Ridwan; Neni Sri Wahyuni Nengsi; Ai Elis Karlinda
Community Development Journal : Jurnal Pengabdian Masyarakat Vol. 3 No. 2 (2022): Volume 3 Nomor 2 Tahun 2022
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/cdj.v3i2.5216

Abstract

Teknologi semakin berkembang seiring berjalannya waktu yang ditandai dengan adanya revolusi industri 1.0 sampai dengan revolusi industri 4.0. Seiring dengan perkembangan teknologi ini mengakibatkan pola perilaku sosial masyarakat (society) mengalami perubahan. Hal ini terbukti dari yang awalnya setiap perilaku masyarakat hanya berpusat pada pemenuhan kebutuhan masyarakat saja tanpa ada pengaruh teknologi, namun saat ini setiap tatanan kehidupan dan kebutuhan masyarakat akan berpusat pada manusia dan berbasis pada teknologi. Saat ini perkembangan society sudah berada pada level society 5.0. Pada hakikatnya, mau tidak mau Indonesia akan memasuki era society 5.0 terkhusus pada santri di kalangan siswa siswi RLA IIBS (Rahmatan Lil ‘Alamin International Islamic Boarding School), sehingga bagaimanapun caranya Indonesia harus mampu jika memasuki era tersebut dengan cara melakukan evaluasi terhadap proses pembelajaran dari tingkat yang paling rendah hingga tingkat perguruan tinggi, serta mengubah kurikulum sesuai dengan kebutuhan pasar agar terciptanya SDM yang unggul dan berdaya saing agar mampu menghadapi Era Society 5.0.
ANALYSIS OF ORGANIZATIONAL COMMITMENT THROUGH OCB ON EMPLOYEE PERFORMANCE Muhammad Ridwan
Dinasti International Journal of Management Science Vol 1 No 4 (2020): Dinasti International Journal of Management Science (March - April 2020)
Publisher : Dinasti Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31933/dijms.v1i4.189

Abstract

This study aims to analyze the effect of organizational commitment on OCB and employee performance, OCB on employee performance, and analyze the effect of organizational commitment through OCB as an intervening variable on employee performance. The population is all employees who work at SPMI units of Private Universities in West Sumatra, amounting to 241 people. Of the 241 people taken 30 as a sample of validity and reliability so the remaining 211 people still exist. While the number of samples taken using the saturation sampling technique, which is a sampling technique by taking the entire population that is 211 samples. The data collection method uses the survey method, followed by the statistical method to test the hypothesis by path analysis. The results of this study indicate that organizational commitment has a positive and significant effect on OCB and employee performance, so does OCB has a positive and significant effect on employee performance. In addition, organizational commitment through OCB also has an influence on employee performance.
Study on teacher performance determinants Muhammad Ridwan; Sitti Rizki Mulyani; Rio Andhika Putra; Neni Sri Wayuni Ningsih; Vicky Brama Kumbara
JPPI (Jurnal Penelitian Pendidikan Indonesia) Vol 8, No 3 (2022): JPPI (Jurnal Penelitian Pendidikan Indonesia)
Publisher : Indonesian Institute for Counseling, Education and Theraphy (IICET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29210/020221851

Abstract

The objective of this research was to see how salary, leadership support, and work-life balance affected teacher effectiveness. The non-probability sampling approach was applied, as well as a purposive sampling strategy. A total of 150 instructors from Padang City, West Sumatra, were employed in this study. SEM and AMOS 24.0 software were utilized in this study's analysis. Compensation has a considerable impact on teacher performance, according to the findings. Teachers' salary has a huge impact on their work-life balance. Support from leaders has a huge impact on teachers' work-life balance. Support from leaders has a substantial impact on teacher performance. Teachers' performance is unaffected by work-life balance. Compensation and leader support have a significant effect on teacher performance, compensation and leader support have a significant effect on work-life balance, and work-life balance has no significant effect on teacher performance, according to the results of this study. Various disputes and challenges will occur as a result of striking a balance between the "work" and "non-work" domains, which must be addressed by persons with families. Work-life balance cannot increase an employee's effectiveness at work. Employees that are able to manage their work and personal life may not necessarily perform better.
Developing Digital Entrepreneurship Learning Model: 4-D Competencies-Based for Millennial Generation in Higher Education Erdisna Erdisna; Muhammad Ridwan; Hadi Syahputra
Utamax : Journal of Ultimate Research and Trends in Education Vol. 4 No. 2 (2022): UTAMAX : Journal of Ultimate Research and Trends in Education
Publisher : LPPM Universitas Lancang Kuning. Pekanbaru. Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31849/utamax.v4i2.10081

Abstract

This present R&D study aims to develop a digital model of millennial entrepreneurship in universities attached to the Information System Design Analysis course with 4C competencies (Communication, Collaboration, Critical thinking, and Creativity). The problem is that students only make software to fulfill course assignments without thinking about the usefulness of the software they produce as a means of digital entrepreneurship. The research method used was a 4-D development model consisting of 4 stages: Definition, Design, Development, and Dissemination. The literacy model testing carried out showed that the average score was 0.840, which stated that the model was distributed as valid and doable to use. The average results of the practicality assessment of the operation of the Digital entrepreneurship literacy model grounded on the perception of the experimental class scholars were 87 in the practical order. The results show that the digital entrepreneurship model encourages students to open businesses using information technology. The development of this entrepreneurship digital learning model can train students to have an entrepreneurial spirit. In addition, it can improve students' skills in 21st-century literacy.
Perceived organizational support as key success factor to improve employee performance besides organization commitment and organizational citizenship behavior Muhammad Ridwan; Tiara Puspa
Jurnal Manajemen dan Pemasaran Jasa Vol. 15 No. 2 (2022): September
Publisher : Lembaga Penerbit Fakultas Ekonomi dan Bisnis

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Abstract

This research aims to investigate and demonstrate the impact of perceived organizational support and organizational commitment on organizational citizenship behavior and the performance of university lecturers. The object of research is a lecturer who serves at a private university located in West Sumatra. The effects and implications that were analyzed and proven in this study were carried out partly or jointly. The descriptive and verification approach was employed with a sample of 320 respondents, and the data analysis method was the SEM (Structural Equation Modeling) method utilizing the Lisrel Program. According to the study's findings, perceived organizational support and organizational commitment have a positive and significant effect on organizational citizenship behavior. It was discovered that perceived organizational support, organizational commitment, and organizational citizenship behavior have a positive and significant impact on lecturer performance. This study concluded and indicated that it is required to incorporate perceived organizational support that benefits employees, organizational commitment, and organizational citizenship behavior to increase employee performance. Further research suggested the influence and impact of other variables not only from the individual perception but also from the level of team and organization.
EFFECT OF KNOWLEDGE MANAGEMENT AND TALENT MANAGEMENT ON EMPLOYEE PERFORMANCE WITH JOB SATISFACTION AS INTERVENING VARIABLE Sitti Rizki Mulyani; Muhammad Ridwan; Rio Andhika Putra; Vicky Brama Kumbara; Yulanda Putri
Jurnal Ipteks Terapan (Research Of Applied Science And Education ) Vol. 16 No. 2 (2022): Jurnal Ipteks Terapan (Research Of Applied Science And Education)
Publisher : Lembaga Layanan Pendidikan Tinggi Wilayah X

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1044.534 KB) | DOI: 10.22216/jit.v%vi%i.1060

Abstract

Background: This study aims to examine how much influence knowledge management and talent management have on the performance of general bureau employees at the West Sumatra Governor's Office with job satisfaction as an intervening variable. Method: collecting data by distributing questionnaires, with a sample of 60 respondents. The analytical method used is SMART PLS 3.0. Result: results of this study are (I) Knowledge management has a positive and significant effect on job satisfaction. (II) Talent management has a positive and significant effect on job satisfaction. (III) Knowledge management has a positive and significant effect on employee performance. (IV) Talent management has a positive and non-significant effect on employee performance. (V) job satisfaction has a positive and significant effect on employee performance. (VI) Knowledge management has a positive and significant effect on employee performance through job satisfaction. (VII) Talent management has a positive and insignificant effect on employee performance through job satisfaction. Conclution: contribution of knowledge management and talent management variables to employee performance is 5%. The contribution of knowledge management and talent management variables to job satisfaction is 86%.