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PUBLIC SENTIMENT ANALYSIS OF THE INDONESIAN NATIONAL FOOTBALL TEAM ON INSTAGRAM USING NAIVE BAYES Adhianti, Puspita Dewi; Solikhin, Solikhin; Riyanto, Eko; Lutfi, Septia; Purwanto, Agus
JURNAL TEKNOLOGI INFORMASI DAN KOMUNIKASI Vol. 16 No. 2 (2025): September
Publisher : UNIVERSITAS STEKOM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/jtikp.v16i2.1539

Abstract

Social media platforms such as Instagram have become essential spaces for fans of the Indonesian National Football Team to articulate their reactions and support. Systematically analyzing these comments offers a valuable window into the collective sentiment and perception surrounding match outcomes and team management decisions. This research applies the Naive Bayes Classifier (NBC), a widely recognized probabilistic method for text classification, to categorize Instagram comments into sentiment classes. The NBC operates on the principle of conditional probability and is particularly advantageous due to its efficiency with limited training data. Between September 5, 2024, and March 25, 2025, a dataset of 1,500 comments was assembled from 15 Instagram posts reflecting different match results—victories, draws, and defeats. The analysis revealed that while NBC attained an overall classification accuracy of 90%, its performance varied across sentiment categories. The model was especially adept at identifying Neutral comments, achieving high precision and recall, but demonstrated limitations in reliably classifying Positive and Negative sentiments. These findings highlight both the potential and the challenges of deploying NBC for sentiment analysis in imbalanced social media datasets.
Kajian Pengelolaan Keuangan Yang Baik di Universitas terhadap Peningkatan Produktivitas dan Kualitas Hariyasasti, Yayuk; Purwanto, Agus
PROFESOR : Professional Education Studies and Operations Research Vol. 3 No. 1 (2026): June 2026
Publisher : AGUSPATI RESEARCH INSTITUTA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.7777/r830e468

Abstract

Universitas merupakan institusi pendidikan tinggi yang memiliki peran strategis dalam mencetak sumber daya manusia yang unggul, berdaya saing, serta mampu berkontribusi terhadap pembangunan bangsa. Dalam menjalankan perannya, universitas tidak hanya berfungsi sebagai tempat transfer ilmu pengetahuan, tetapi juga sebagai pusat penelitian, pengembangan inovasi, serta pengabdian kepada masyarakat. Oleh karena itu, produktivitas, kualitas, dan kinerja menjadi tiga aspek utama yang menentukan keberhasilan sebuah universitas dalam mencapai visi dan misinya. Namun, dalam praktiknya, banyak universitas menghadapi berbagai permasalahan yang menghambat pencapaian produktivitas optimal, kualitas pendidikan yang tinggi, serta kinerja institusi yang efektif dan efisien.Selain itu, penerapan keuangan yang transparan dan akuntabel dapat memperkuat tata kelola dan budaya kerja. Sistem pelaporan keuangan yang baik meningkatkan pengawasan dan mengurangi potensi penyimpangan. Lingkungan kerja yang tertib dan terpercaya akan mendorong kolaborasi, koordinasi, serta komitmen seluruh civitas akademika dalam mencapai visi dan misi universitas.Lebih jauh, pengelolaan keuangan yang profesional juga meningkatkan kepercayaan pemangku kepentingan, seperti pemerintah, lembaga akreditasi, dan mitra eksternal. Kepercayaan ini berdampak pada dukungan kebijakan dan pendanaan yang lebih besar, sehingga universitas mampu meningkatkan kinerja secara berkelanjutan dan berdaya saing tinggi.
Kajian Penerapan Total Quality Management (TQM) Pada Satuan Pendidikan di Era Digital Hariyasasti, Yayuk; Purwanto, Agus
PROFESOR : Professional Education Studies and Operations Research Vol. 3 No. 1 (2026): June 2026
Publisher : AGUSPATI RESEARCH INSTITUTA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.7777/6rpb4a52

Abstract

Pendidikan merupakan fondasi pembangunan manusia dan masyarakat, namun berbagai permasalahan dapat menurunkan kinerja siswa, guru, dan sistem secara keseluruhan. Kinerja di sini merujuk pada hasil belajar, produktivitas, dan pencapaian akademik. Berikut adalah beberapa permasalahan utama yang sering diidentifikasi dalam literatur pendidikan, berdasarkan analisis global dan lokal. Penerapan Total Quality Management (TQM),   di pendidikan, melalui pendekatan seperti TQM, standar ISO, atau reformasi berbasis data, memberikan manfaat signifikan bagi siswa, guru, institusi, dan masyarakat secara keseluruhan. Ini membantu mengatasi permasalahan seperti yang disebutkan sebelumnya, dengan fokus pada peningkatan standar dan hasil jangka panjang. Berikut adalah manfaat utama, didukung oleh bukti empiris dari studi global.
Problem-Based Learning Models in Computer Science Education Supported by Digital Platforms: A Systematic Literature Review Purwanto, Agus; Santoso, Joko; Karang Utama, I Wayan; Nugroho, Anggun; Irfan Fauziawan, Affan
Technologia Journal Vol. 3 No. 1 (2026): Technologia Journal-February
Publisher : Pt. Anagata Sembagi Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62872/a8nnzd66

Abstract

Computer science education requires strong problem-solving skills, algorithmic thinking, and collaboration. Problem-Based Learning (PBL) is widely regarded as a relevant pedagogical approach to address these demands, particularly when supported by digital platforms that enable collaborative, exploratory, and contextual learning. This study aims to synthesize PBL models in computer science education supported by digital platforms, identify the roles of digital platforms in facilitating PBL, and evaluate its impacts and implementation challenges. A Systematic Literature Review with a qualitative synthesis approach was conducted on peer-reviewed journal articles and conference proceedings published between 2014 and 2024. A total of 36 studies were included and analyzed through thematic analysis and narrative synthesis. The findings indicate that digital PBL is implemented through several dominant patterns, including full PBL, hybrid PBL, and project-based PBL, with a strong emphasis on authentic problems reflecting real-world computing practices. Digital platforms function as pedagogical mediators that support collaboration, solution exploration, and reflective learning. Although digital PBL demonstrates positive effects on problem-solving skills, motivation, and collaboration, its effectiveness is highly dependent on pedagogical alignment, instructor readiness, and students’ digital literacy.
IMPLEMENTASI ALGORITMA POHON BINER DAN PAYMENT GATEWAY PADA SISTEM PERHITUNGAN BONUS MLM BERBASIS WEB PADA PT JAVA ENERGY TECHNOLOGY Halim, Abdul; Machmud, Pajar; Purwanto, Agus; Salim, Agus
Journal of Information System, Applied, Management, Accounting and Research Vol 10 No 1 (2026): JISAMAR (February 2026)
Publisher : Sekolah Tinggi Manajemen Informatika dan Komputer Jayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52362/jisamar.v10i1.2278

Abstract

Perkembangan model bisnis Multi-Level Marketing (MLM) menuntut adanya sistem manajemen jaringan dan keuangan yang akurat. PT Java Energy Technology saat ini menghadapi kendala dalam perhitungan bonus dan verifikasi pembayaran yang masih dilakukan secara manual menggunakan tabel dan pengecekan bukti transfer konvensional. Hal ini mengakibatkan keterlambatan distribusi bonus dan tingginya risiko human error. Penelitian ini bertujuan merancang bangun sistem berbasis web yang mengintegrasikan algoritma pohon biner (Binary Tree) untuk otomatisasi struktur jaringan dan perhitungan bonus, serta Payment Gateway untuk verifikasi transaksi secara real-time. Metode pengembangan sistem menggunakan System Development Life Cycle (SDLC) model Waterfall. Hasil pengujian Black Box menunjukkan bahwa sistem mampu memvisualisasikan jaringan dalam struktur biner, menghitung bonus secara otomatis berdasarkan posisi node, dan memvalidasi pembayaran tanpa intervensi manual. Implementasi sistem ini terbukti meningkatkan efisiensi operasional, akurasi data, dan transparansi bagi anggota.
The Influence of Transformational Leadership and Oganization Culture on The Peformance of Stockfit Employees at PT Adis Dimension Footwear Tangerang Regency Rizal, Samsul; Purwanto, Agus; Setiawan, Temmy
UJoST- Universal Journal of Science and Technology Vol. 5 No. 2 (2026): October 2026
Publisher : Faculty of Science and Technology University of Pramita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11111/ujost.v5i2.210

Abstract

This study aims to determine the simultaneous influence of transformational leadership and organizational culture on the performance of employees in the Stockfit department at PT Adis Dimension Footwear Balaraja-Tangerang.This study used a quantitative descriptive method, and the population comprised all employees at PT Adis Dimension Footwear Balaraja-Tangerang. The sample size was 81 respondents. Simple random sampling was used to determine the sample size. The Slovin formula was used to determine a representative sample size in quantitative research. Data analysis used multiple linear regression analysis using SPSS 26.The results of this study indicate that (1) partially, transformational leadership significantly influences the performance of employees in the Stockfit department at PT Adis Dimension Footwear Balaraja-Tangerang, as indicated by the calculated t-value > t-table (2.209 > 1.990), and a significance value of 0.000, which is less than the 0.05 threshold. Therefore, Ha is accepted and H0 is rejected. (2) Partially, organizational culture significantly influences the performance of Stockfit employees at PT. Adis Dimension Footwear Balaraja-Tangerang, as indicated by the calculated t value > t table (10.024 > 1.990) and a significance value of 0.000 smaller than the significance value of 0.05. Thus, Ha is accepted and H0 is rejected. (3) Simultaneously, transformational leadership and organizational culture significantly influence the performance of Stockfit employees at PT. Adis Dimension Footwear Balaraja-Tangerang, as indicated by the calculated F value > F table (334.900 > 3.11) with a significance level of 0.000. Thus, Ha is accepted and H0 is rejected.Based on the results of the study, it can be concluded that the variables of transformational leadership and organizational culture, both partially and simultaneously, have a significant influence on the performance of Stockfit employees at PT. Adis Dimension Footwear Balaraja-Tangerang.
Zakat, Sustainability, and the SDGs: A Bibliometric Analysis and Systematic Mapping of Global Scholarship Prasojoharto, Prayogo; Chariri, Anis; Purwanto, Agus
International Journal of Zakat Vol 11 No 1 (2026): International Journal of Zakat
Publisher : Center of Strategic Studies (PUSKAS) BAZNAS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37706/ijaz.v11i1.780

Abstract

PurposeThis study aimed to map and analyze the global scholarly landscape and thematic evolution within research integrating zakat with sustainability concepts and the Sustainable Development Goals (SDGs). Design/Methodology/Approach This research employed a bibliometric approach by analyzing 50 selected articles from the Scopus database spanning the period 2015-2025. Data were analyzed using VOSviewer software to perform co-authorship network mapping and keyword co-occurrence analysis. The PRISMA flow diagram was applied in the data selection process to ensure sample relevance and accuracy. FindingsThe results revealed a significant increase in publication volume since 2021, with contributions dominated by Malaysia and Indonesia. Thematic mapping identified three main clusters: (1) Islamic economics, zakat, and poverty; (2) the integration of zakat with SDGs and corporate sustainability; and (3) digitalization and the response to COVID-19. The study also identified limited international collaboration and a shift in research focus from conceptual approaches towards practical applications, particularly in digital accounting and corporate sustainability. Research limitations/implicationsThe primary limitation of this study lies in the use of the Scopus database as a single data source. Implications for future research include the need to expand data coverage to other databases, employ qualitative approaches to explore collaboration dynamics, and develop metrics to quantitatively measure the impact of zakat on SDG indicators. Practical implicationsThe findings recommend that zakat managers adopt digital technologies and strengthen governance to enhance program accountability and impact. For regulators, the results highlight the need for policy frameworks that support the integration of zakat into national development strategies and inter-institutional collaboration. Social implicationsThis study underscores the potential contribution of strategically managed zakat in supporting the achievement of the SDGs, particularly poverty alleviation and economic empowerment, which could ultimately enhance community welfare and social justice. Originality/valueTo the best of the authors' knowledge, this is the first bibliometric study to comprehensively map and analyze the evolution of the integration of zakat, sustainability, and the SDGs, thereby providing a foundational framework and a directed research agenda for the future development of this field.
ANALISIS PENGARUH PROMOSI MEDIA SOSIAL TERHADAP MINAT KUNJUNGAN ULANG MELALUI KEPUASAN PASIEN PADA RSUD LAMADDUKELLENG SENGKANG Purwanto, Agus
Jurnal Riset Akuntansi dan Bisnis Indonesia STIE Widya Wiwaha Vol 6 No 1 (2026): Jurnal Riset Akuntansi dan Bisnis Indonesia
Publisher : Sekolah Tinggi Ilmu Ekonomi Widya Wiwaha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32477/jrabi.v6i1.1372

Abstract

The goal of this study is to determine how patient satisfaction and Instagram advertising influence a patient's desire to return for treatment. The analytical approach used in this study is path analysis, which is quantitative. The sample was chosen using a purposive sampling technique, which yielded 80 participants out of a total patient population of 450. A survey instrument that had been tested for validity and reliability was used to gather the data. Path analysis with simple and multiple regression, along with the Sobel test, were among the data analysis approaches used. The study's findings demonstrate that: (1) The path coefficient for the influence of Instagram promotion on patient satisfaction is 0. 158, with a significance level of 0. 161 < 0. 05; (2) The path coefficient for the influence of Instagram promotion on patient revisit intention is 0. 052, with a significance level of 0. 615; (3) The path coefficient for the influence of patient satisfaction on revisit intention is 0. 443, with a significance level of 0. 000; (4) The indirect effect of Instagram promotion on patient revisit intention through patient satisfaction is 5. 20%, with an indirect effect of 6. 99% and a p-value of 0. 633 based on the Sobel test. The findings of this study are as follows: (1) Instagram promotion has no discernible impact on patient satisfaction; (2) Instagram promotion has no discernible impact on patient revisit intention; (3) patient satisfaction has a positive and significant effect on patient revisit intention; and (4) Instagram promotion does not indirectly influence patient revisit intention through patient satisfaction.
Co-Authors ', Susilatri ', Yusralaini - Isdiyarto A Halim Adhianti, Puspita Dewi Adhisty Septia Hidayat Adhy Karyo Nugroho Adi Widodo Adiguna, Yogatama Aditya Bramana, Aditya Aditya Sukma Pawitra Adrian Nur Agung Budiarto, Agung Agus Salim Agustian Budi Prasetya, Agustian Budi Agustika, Dyah Kurniawati Agustina Ahmad Basuki ahmad yani Amri, Whan Augustin Ainul Andalantama, Yudikha Andi Sumangelipu Andi Sunyoto Anditya, Krisma Angga Rahabistara Sumadji Anggaripeni Mustikasiwi Anggraini, Winda Nirwana Anggun Nugroho, Anggun Anindita Putri Nurmalita Sari Anis Chariri Anne Zulfia Antonius Budiawan Anwari Adi Nugroho, Anwari Apriliani, Enni Aqila Praditya, Rayyan Arditiyan, Arma Karisma Aris Mukimin Arkhan Subari Armania, Valerry Arum Purwandari Arya Dwi Sanjaya, Arya Dwi Asbari, Masduki Askiantari, Anisa Eka Aulia Rizka, Aulia Ayu, Tresna Ratna Ayunita, Dian Azis, Muh. Arkam Azmi Ramadhania Azzahra, Filosophia Bagus, Asep Bahy, Lanang Mustika Bida Cincin Kirana Budiman, Anatta Wahyu Budiyono Budiyono Cahyani, Erlien Dwi Cahyanti, Fiky Ariska Chintya Fadila Laksmitaningrum Cholid Syahroni, Cholid Christianto Adhy Nugroho Dadan Rosana Darmadi, Eko Agus Darmoatmodjo, L. M. Y. D. Daulay, Dedy David Agustriawan Dela Safitri Dermawan, Ilham Aji Devisa, Fitrah Deyana, Deyana Dhanindra Prabowo, Dhanindra Dian Dian Dwi Harjanto, Ganang Dwi Nugroho, Setyawan Dwi Ratmono Dwinaeni, Etik Dylmoon Hidayat Dylmoon Hidayat, Dylmoon EDWAR EDWAR Efik Yusdiansyah Ema Utami Emha Taufiq Luthfi Endah Retno Dyartanti, Endah Retno Eneng Martini Eskundari , Ratna Dewi Fadli, Septi Aulia Fahmalatif, Farida Fajrin, Andira Falentina Lucia Banda Farhan, Akhmad Farida Ariyani Farida, Florentina Anif Faridawati, F Fathurrahman, Hanif Muhammad Fatkhurrahman, Januar Fauziawan, Affan Irfan Fitri, Cicih Larasati Widya Gazali Gazali Gde Sastrawangsa, Gde Geifira, Ghaitsa Ginting, James Davidta Ginzania, Maria Gumelar, Abih Gunawan Santoso Gunawan, Ayub Hadion Wijoyo Hakim, Much Azizum Hanny Vistanty, Hanny Hapsari, Yanurita Dwi Haque, Marissa GraceHaque Hardi, M Hariyasasti, Yayuk Harmadji, Dwi Ekasari Hartuti Hartuti Hasnur, Rizfan Hatta, Nadisya Rachelia Heny Kusumayanti Hermansyah, Vicky HERY WINARSI Hidayah Dwiyanti Hidayati, Laily Hidayati hutagalung, leo Hyun, Choi Chi I Kadek Ariana, I Kadek I Made Suartika Ida Hayu Dwimawanti Ihyaul Ulum Imam Ghozali Imawati, Maria Fatmadewi Indah Epriliati Indrianto Indrianto Indriasari, Christina Innocentius Bernarto, Innocentius Irfan Fauziawan, Affan Irhamni Irnaning Handayani, Novarina Ischiadica Elharomy Ismail Ismail Ismail, Muhamad Yusuf Iya Purnama Sari Jidanah Darmiyati Joko Aryanto Joko Santoso Jumari, Arif Jusmita, Jusmita Karang Utama, I Wayan Karnawi Kamar, Karnawi Khaerul Fahmi Kirana, Bida Cincin Kulla Himmy Azz, Istajib Kuncoro Diharjo Kusnadi Kusnaedi, Edi Kusrini, Kusrini Lafendry, Ferdinal Laksmita, Nadea Cipta Larasati, Rakhma Fitria Leo Eladisa Ganjari Lestari, Silvi lestari, winda Levi Puradewa Liya Tri Khikmawati, Liya Tri Luisa Peny , Theresia Lounggina M Yunus Aks, Safriadi M. Suyanto, M. Ma'ruf, Maulana Machmud, Pajar Made Mahendra Jaya Maharief, Rama MAINNAH, MUTH Majid, Ghufron Nurul Mala, Nisrina Nuril Manalu, Lorence Marsiyah, Marsiyah Marta, Fadhillah Mashuri, Agus Alwi Mawardi, Iman Mega, Yuan Mety Nuraini Mintari, Nia Miratul Atiqah Mirayani, Rubi Misbachul Moenir, Misbachul Moniva, Anip Muhamad Rizal, Imam Muhamad Samsudin Muhammad Fairul Filza Muliati, Lisdewi Muttaqien, Muchamad Satya Nadeak, Multi Nafis Ayyasy, Ahmad Nasikhah, Lulukatin Nelza, Audea Briliana Nilawati Nilawati Niyarsih, Witri Noar Muda Satyawan Nofiyanti Nofiyanti, Nofiyanti Noormawati, Linda Septie Noveldesra Suhery Novitasari, Dewiana Nugroho, Yunianto Agung Nur Aini, Afifah Nur Cahyonowati Nur Kadarisman Nur Rokhimah Hanik Nur Zen, Nur nurbayti, Hania Nurhayati, Wakhida Nusantara, Wahyu Octavia, Ercilia Rini Oktari, Vivi Pahlevi, Andi Paini Sri Widyati Pangestu, Prestiani Yulia Paryanto Pradana, Satria Edvan Nanda Praditya, Rayyan Aqila Prakoso, Ganang Prameswari, Mirza Prasojoharto, Prayogo Prayuda, Rafie Zaidan Primaditya, Calvin Yusuf PRISILA, INGKA Purba, John Tampil Purno, Marhaendro Purwaningrum, Fajar Adhi Putra, Arman Syah Putra, Firdaus Rafzan, Rafzan Rahmaleli sakinah Ramadhan, Rikky Erlangga Ramdhan, Dimas Rame Rame, Rame Rantina, Meilanta Ratna Dewi Eskundari Ratnaningtyas, Endah Marendah Reny Yesiana Rhahmadanny, Rhahmadanny Ristiarini, Susana Riyanto, Eko Rizky Rizky, Rizky Roedavan, Rickman Romedia, Atra Rosdiana Sijabat Rosita, Galuh Chynintya Rosita royana, ida Rudyawan, Alfend Ruliaty, Lisa Rusadi, Bobi Erno S.Williana Kusumaningsih Sakfrasani, Fifi Sakinah, Rahmaleli Samsul Rizal Santoso, Priyono Budi Saputro, Ignatius Rinanto Cipto Dwi Sarasati, Wulandari Sari, Nurratri Kurnia Septia Lutfi Septianingrum, Parigi Akhiri Septianingtyas, Luhfi Sesilianus Fau Setiana, Yuni Nuraeni Setyawan, Ramadhan Indra Shavila, Dania Adelia Shihab, M. Ainun Shofwan Hanief Sidiq, Ilham sigit purnomo adi Silvy Djayanti Silvy Djayanti, Silvy Siregar, Izhary Siswanto, Edy Siti Aisyah Siti Novy Romlah Siwi P. M. Wijayanti Siwi P.M. Wijayanti Sjoekri, Adi Adriansyah Solikhin Solikhin Solikhin Solikhin Sri Mulyani Sri Rustianti Rustianti, Sri Rustianti Stephani Novitasari Christianingsih Kaluti Subandrio, Andri Slamet Sudargini, Yuli Suharjum, Suharjum Suharto, Toni Suherman, Alex Lukmanto Sukmawati, Klara Iswara Sulaiman, Anwar Sulistiana, Chindy Sumarna Sumarna Sunarsi, Denok Supriatna, Heri Sutedi Sutedi Suwarto Suwarto Syarifa Arum Kusumastuti, Syarifa Arum Tanjov, Yulia Estmirar Taufik Kurrohman Teguh Iman Santoso Temmy Setiawan, Temmy Tiara Nur sabila Tika Paramitha TONNY HIDAYAT Tri . Wiharti Tugiyo Putri, An'umillah Dhi'fan Tumonglo, Delvia Uky Yudatama, Uky Vanesha, Nellya Anggun Wara Dyah Pita Rengga Waruwu, Hatoli Wicaksono, Kukuh Aryo Wijayanti, Laksmi Mayesti WINANTI, WINANTI Winarsih Winarsih Windyandari, Aulia Windyandari Wipsar Sunu Brams Dwandaru Wiratama, Jansen Wisnuwijaya, Rhyko Irawan Witri Yanti, Plapiana Yanuar, Hanif Fadli Yudanto, Yusuf Arya Yudha, Cornelius Satria Yuliani, Esse Yulita Setiawanta Yunilestari, Eta Yusim, Adi Kurniawan Yuvita Avrie Diany Zaidan Prayuda, Rafie Zaludin, Syafri