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Sentiment Analysis of Shopee App Reviews Using Random Forest and Support Vector Machine Suswadi, Suswadi; Erkamim, Moh.
ILKOM Jurnal Ilmiah Vol 15, No 3 (2023)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v15i3.1610.427-435

Abstract

During the COVID-19 outbreak, Indonesian marketplaces were significantly impacted including Shopee app. It is necessary to evaluate the features and services of the Shopee application by looking at the feedback given by the public in Google Play Store reviews. This is what prompted research to be conducted from Kaggle data in the form of Shopee reviews. From this data, sentiment analysis is carried out utilizing the Support Vector Machine (SVM) and Random Forest methods. This method are used to classify reviews based on positive and negative sentiments. The results showed that the level of classification accuracy in the Random Forest model is 82.21%. While the SVM model provides a higher level of accuracy of 84.71%. Data exploration on positive and negative sentiment classes is used to find insight into this problem. In positive sentiment, words that often appear such as “belanja”, “aplikasi”, and “barang” are found. As for the negative sentiments, namely “ongkir”, “kirim”, “aplikasi”. These words can be used to be a quality improvement or evaluation for the Shopee company.
Corruption in the Procurement Process of Government Goods and Services Riza, Wahyu Friyonanda; Alhadi, Muhammad Nurcholis; Lukman, Lukman; Ardiansyah, Ardiansyah; Suswadi, Suswadi
JURNAL RECTUM: Tinjauan Yuridis Penanganan Tindak Pidana Vol 6 No 3 (2024): EDISI BULAN SEPTEMBER
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM) Universitas Darma Agung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46930/jurnalrectum.v6i3.4722

Abstract

Procurement is one of the important functions of government organizations, one of which is channeling and distributing the state budget through the procurement of government goods/services. Procurement of government goods/services is a fundamental component of good governance. Government procurement of goods/services has the aim of, among other things, obtaining goods/services at prices that can be accounted for with appropriate quantity and quality and timely implementation. The implementation of procurement of goods and services in Indonesia until 2008 still used a conventional procurement system. In carrying out this tender, the interaction between the procurement committee and service providers is carried out directly so that there are many irregularities in the process of procuring goods and services. This type of research uses descriptive qualitative with analytical methods. The causes of irregularities in the procurement of goods and services in Indonesia include: a dominating bureaucratic leadership structure, lack of strong regulations on government procurement of goods/services, the system of government procurement of goods/services not working properly, employee salaries/incentives that are still low, the mental and moral of employees the low, the lack transparency, expensive political campaigns, the existence of political dynasties, big projects, crony interests, weakness order and law enforcement, weak legal profession.
STUDY OF SOCIO-ECONOMIC CONDITIONS WITH THE IMPLEMENTATION OF ORGANIC GOOD AGRICULTURE PRACTICES TOMATO (LYCOPERSICUM ESCULENTUM) CROPS suswadi, suswadi
Jurnal Ilmiah Hijau Cendekia Vol 9 No 1 (2024): Jurnal Ilmiah Hijau Cendekia
Publisher : Universitas Islam Kadiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32503/hijau.v9i1.4837

Abstract

The aim of organic farming are to make high-quality and nutritious products, safeguarding environmental health, and sustainable soil ecosystems. SOP-GAP is a right and proper way to raising land, the selection of seeds, fertilizer, pesticides, tools, planting, plant maintenance, fertilizing, irrigation, controlling organisms that annoy plants, and harvesting. The purpose of the study is to identify the relationship between the economic conditions of farmers and the implementation of SOP-inbakes in the village of Senden, Selo district, Boyolali. This “Argoayuningtani” Farmer Group has received a certificate from the office of the Seloliman certification (LESOS) and has received a certificate consistently meeting the requirements of the SOP sni manual and Internal Control System (ICS). documents The analytical methods used were the formulas for values calculations, the spearman ratio correlation, and the testing of hypotheses. Based on the appraisal of the value for polite application, a value of 77.06 percent would be included in a high percentage. From the calculation of a correlation of the rating between the economic condition of the farmers and the implementation of sop-gap, it is known that the value of rho < 0.05, which indicates that there is a correlation between the farmer's socioeconomic conditions and the implementation of SOP-GAP. Then the corelation value varies between 0,440-0,923, which means it has a moderate, strong, and very strong corelation. From tha analysis, there are several unrelated socio-economic factors, including farming experience with pesticides, and land ownership with land cultivation, selection of seeds, fertilizers, presticides, planting, plant maintenance, irrigation, cultivation, and harvesting.
PELATIHAN TEKNOLOGI BIOFLOCK DAN AUTOMATIC FEEDER PADA USAHA BUDIDAYA IKAN LELE Suswadi; Suprapti, Endang; Prasetyo, Agung; Irawan, Norbertus Citra; Mahananto; Supriyadi, Teguh
PROFICIO Vol. 5 No. 1 (2024): PROFICIO: Jurnal Abdimas FKIP UTP
Publisher : FKIP UNIVERSITAS TUNAS PEMBANGUNAN SURAKARTA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36728/jpf.v5i1.3238

Abstract

Pada tanggal 8 januari 2024, di Desa Triyagan, Distrik Mojolaban, Kabupaten Sukoharjo, ada pelatihan teknologi bioflock dalam bisnis budidaya ikan lele. Instruksi ini disediakan untuk mengurangi biaya umpan ikan lele, meningkatkan produktivitas ikan lele di kolam kecil, dan mempersingkat waktu pemeliharaan karena teknologi bioflock adalah alat pemeliharaan dengan pengumpan otomatis digunakan untuk melestarikan pakan dan mengatur waktu makan yang ideal untuk ikan lele, sambil menumbuhkan mikroorganisme yang menanam Konversi limbah dari ikan menjadi benjolan yang digunakan sebagai makanan alami untuk ikan. Kuliah, latihan praktis, dan demonstrasi lapangan adalah pendekatan yang digunakan dalam pelatihan ini. Tiga puluh orang dari petani Pearl Asri menghadiri kursus. Lebih dari 80% petani dapat menanggapi dengan benar pertanyaan tentang bioflock, menurut hasil post-test.
PEMETAAN POTENSI DAN MASALAH PENGEMBANGAN CABE JAMU (LONG PEPPER) ORGANIK KUALITAS EKSPOR DENGAN METODE TRANSEK DI DESA GUDANGHARJO, KECAMATAN PARANGGUPITO, KABUPATEN WONOGIRI Suswadi; Tyas Soemarah Kurnia Dewi; Supartini; Mohammad Erkamim; Faustina Yuniastuti; Rahmat Catur Haryadi
PROFICIO Vol. 5 No. 2 (2024): PROFICIO : Jurnal Abdimas FKIP UTP
Publisher : FKIP UNIVERSITAS TUNAS PEMBANGUNAN SURAKARTA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36728/jpf.v5i2.3844

Abstract

Penelitian ini bertujuan untuk memetakan potensi dan permasalahan dalam pengembangan cabe jamu (Long Pepper) organik di Desa Gudangharjo, Kecamatan Paranggupito, Kabupaten Wonogiri, dengan menggunakan metode transek. Metode ini digunakan untuk mengidentifikasi secara detail kondisi geografis, sosial, dan ekonomi yang mempengaruhi budidaya cabe jamu (Long pepper). Data diperoleh melalui survei lapangan, wawancara dengan petani, dan observasi langsung dengan menelusur potensi yang ada di lokasi. Hasil penelitian menunjukkan bahwa Desa Gudangharjo memiliki potensi besar untuk pengembangan cabe jamu organik kualitas ekspor, baik dari sisi internal seperti karena kondisi lingkungan yang sesuai, dan sisi eksternal adanya potensi ekspansi produksi ekspor. Namun, terdapat beberapa masalah yang perlu diatasi, seperti keterbatasan pengetahuan petani tentang teknik budidaya serta penanganan paska panen dan minimnya teknologi yang memudahkan petani untuk menghasilkan produk yang berstandar ekspor (organik). Sehingga hasil studi ini merekomendasikan peningkatan pelatihan bagi petani, perbaikan infrastruktur, serta penguatan jaringan pemasaran untuk mengoptimalkan potensi cabe jamu di wilayah ini. Upaya kolaboratif antara petani, pemerintah, dan pihak terkait mitra sangat diperlukan untuk mencapai hasil yang maksimal.
Marketing Strategy Of Tomatoes (Solanum Lycopersicum Mill) Using Soar And Qspm Methods In The Argoayuningtani Farmers Group, Senden Village, Selo District Boyolali District Latif Mahmudi, Wildana; Prasetyo, Agung; suswadi; Ridyo Arum, Mutiarra; Prasetyowati, Kusriani
Journal of Rural and Urban Community Studies Vol 2 No 2 (2024): August
Publisher : Agribusiness Department, Agriculture Faculty, Tunas Pembangunan University, Surakarta, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36728/jrucs.v2i2.4017

Abstract

This research aims to: (1) determine the internal factors that are the strengths and aspirations of tomatoes marketing in Senden Village, Selo District, Boyolali Regency. (2) knowing the external factors that become opportunities and results in tomato marketing in Senden Village, Selo District, Boyolali Regency. (3) knowing the marketing strategy for tomatoes in Senden Village, Selo District, Boyolali Regency. The method used in this research is quantitative descriptive. The selection of research locations was carried out purposively, namely Senden Village, Selo District, Boyolali Regency. Sampling with key informants. The types of data used are primary data and secondary data. Data collection techniques using observation, interviews and recording. The data analysis used is the SI and AI matrix, IE matrix and SOAR (Strength, Opportunity, Aspiration, Result) analysis. The results of the analysis from this research are that the SI matrix has a score of 2.28 and the AI matrix has a score of 2.31. The IE matrix analysis is in cell I, meaning this strategy is to grow and build (Hold and Maintain) with an intensive strategy consisting of market penetration, development and product development that focuses on existing tomatoes. The results of the SOAR analysis show five alternative strategies.
PERAN KELOMPOK TANI TERHADAP PRODUKTIVITAS BAWANG MERAH (STUDI KASUS: KELOMPOK TANI AGROAYUNINGTANI, KABUPATEN BOYOLALI) Sekarani, Fadhilla; Suswadi, Suswadi; Prasetyo, Agung; Arum, Mutiarra Ridyo
Jurnal Ilmiah Hijau Cendekia Vol 9 No 2 (2024): Jurnal Ilmiah Hijau Cendekia
Publisher : Universitas Islam Kadiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32503/hijau.v9i2.5758

Abstract

Penelitian bertujuan untuk mengetahui hubungan kelompok tani terhadap produktivitas komoditas bawang merah. Pada penelitian ini peran kelompok tani dibagi menjadi tiga yaitu (1). ruang belajar, (2). tempat kerjasama dan (3). unit produksi. Penelitian ini berlokasi di Kelompok Tani Agroayuningtani, Kecamatan Selo, Kabupaten Boyolali. Metode analisis yang digunakan yaitu kuantitatif dengan analisis korelasi dan kualitatif. Metode pengambilan sampel dengan cara sensus dari seluruh anggota kelompok tani. Hasil dari penelitian menunjukan bahwa peran kelompok tani sebagai tempat kerjasama (2) dan unit produksi (3) memiliki hubungan yang paling kuat dengan produktivitas bawang merah. Sedangkan peran kelompok tani sebagai ruang belajar (1) memiliki hubungan sedang dengan produktivitas. Bentuk kerjasama dan unit produksi yang dijalankan di lokasi penelitian salah satunya melalui penyaluran subsidi input dan penyedia bibit untuk meningkatkan produktivitas. Sehingga dalam penelitian ini menunjukan bahwa kelompok tani sangat berperan penting dalam menentukan produktivitas hasil bawang merah
Earnings Quality and Economic Narratives: Insights into Corporate Truth-Making from CFOs and Financial Standard Setters Warsina, W.; Suswadi, S.; Budiana Kurniawati, Susilaningtyas; Dwanita Widodo, Zandra
Golden Ratio of Finance Management Vol. 4 No. 2 (2024): April - September
Publisher : Manunggal Halim Jaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52970/grfm.v4i2.873

Abstract

This study investigates the perceptions of Chief Financial Officers (CFOs) in Indonesian companies regarding earnings quality and the factors influencing their reporting decisions. It aims to explore the implications of these perceptions for stakeholders, including investors and standard setters. Employing qualitative methodologies, the research collects data through in-depth interviews and surveys administered to CFOs across various sectors in Indonesia. The study examines the relationship between earnings quality and institutional ownership, credit ratings, and the professional backgrounds of CFOs. The findings reveal that nearly 95% of CFOs perceive earnings as critical for investors in valuing companies, with a strong emphasis on sustainability and the absence of one-time items as key attributes of high-quality earnings. Additionally, a significant correlation exists between institutional ownership and earnings quality, while CFOs with public accounting backgrounds report higher perceptions of earnings quality compared to their counterparts. The study highlights that firms with higher credit ratings tend to demonstrate greater earnings quality. The results underscore the importance of transparent and reliable financial reporting practices for CFOs, suggesting a need for improved accounting standards that address the complexities of earnings quality. Investors are encouraged to consider the sustainability of earnings when making investment decisions. This research contributes to the understanding of earnings quality in emerging markets, specifically within the context of Indonesian corporate governance. It bridges the gap between academic theories and practical insights from financial executives, offering valuable implications for future research and policy development.
POLTIK HUKUM PENGATURAN DAN PEMBANGUNAN HUKUM TRANSPORTASI ONLINE DI ERA DISRUPSI BERBASIS E-GOVERNANCE DAN DYNAMIC GOVERNANCE Suswadi, Suswadi; Elviandri, Elviandri; Yulianingrum, Aullia Vivi; Alhadi, Muhammad Nurcholis
JURNAL RECTUM: Tinjauan Yuridis Penanganan Tindak Pidana Vol 7 No 1 (2025): EDISI BULAN JANUARI
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM) Universitas Darma Agung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46930/jurnalrectum.v7i1.5199

Abstract

Transportasi online berkembang pesat di era disrupsi, membawa tantangan besar dalam sektor kebijakan publik, terutama dalam pengaturan dan pembangunan hukum yang sesuai dengan perkembangan teknologi. Di tengah pesatnya pertumbuhan transportasi berbasis aplikasi, terdapat kesenjangan dalam regulasi yang menyebabkan ketidakpastian dan potensi konflik. Pembaharuan dan pembangunan hukum transportasi online menjadi kebutuhan mendesak untuk menciptakan sistem yang adaptif, efisien, dan adil. E-governance dan dynamic governance dipandang sebagai solusi untuk menciptakan regulasi yang lebih responsif terhadap perubahan teknologi dan dinamika sosial. Penelitian ini bertujuan untuk menelaah politik hukum pembaharuan dan pembangunan hukum transportasi online dan tawaran model regulasi hukum transportasi berbasis e-governance dan dynamic governance. Penelitian ini menggunakan metode hukum normatif dengan analisis kualitatif berdasarkan data sekunder dari bahan hukum, teori, dan pendapat ahli. Kajian ini mengusulkan desain model regulasi hukum transportasi online berbasis e-governance dan dynamic governance yang mampu menciptakan keseimbangan antara inovasi teknologi dan perlindungan hak-hak konsumen serta pekerja. Pemerintah, dalam hal ini, harus memperbaharui regulasi yang mengatur sektor transportasi online, seperti tarif, keselamatan, hak-hak pengemudi, serta transparansi operasional perusahaan aplikator. Sinergi antar kementerian terkait, seperti Kementerian Perhubungan, Kementerian Ketenagakerjaan, dan Kementerian Komunikasi dan Digital, juga penting untuk memastikan regulasi yang komprehensif dan inklusif. Dengan adanya regulasi yang lebih adil dan jelas, diharapkan sektor transportasi online dapat berkembang secara berkelanjutan, memberikan manfaat optimal bagi masyarakat, dan melindungi kepentingan semua pihak yang terlibat.
Analisis Kesenjangan Budaya Kerja Terhadap Strategi Perubahan Kinerja Karyawan Perkebunan Swasta Mikro di Kabupaten Karanganyar Utami, Rosita Tri; Suswadi, Suswadi; Irawan, Norbertus Citra
MuJAgri: Musamus Journal of Agribusiness Vol 8 No 1 (2025): Musamus Journal of Agribusiness
Publisher : Musamus University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35724/mujagri.v8i1.6219

Abstract

Dissatisfaction with the work culture in the workplace can lead to decreased employee motivation, especially if they feel unappreciated, lack opportunities for development, or do not receive adequate incentives. This study aims to understand how gaps in work culture affect employee performance and formulate strategies for better performance improvement. Using a mixed approach that combines quantitative and qualitative methods and descriptive analysis, this study applies a purposive approach to determining the location and a census method for selecting respondents. We analyzed the data using gap analysis and descriptive statistics. The results revealed positive gaps in seven attributes: compliance with regulations, commitment, self-development, appreciation, effective communication, work-life balance, and discipline, all of which require maintenance and improvement. In contrast, teamwork, creativity, and a sense of responsibility show negative gaps, requiring change strategies to improve employee performance transformation effectively.
Co-Authors A. Peni Aan Budi Santoso Abdul jalil Achmad Fatchul Aziez AF Aziez AF Aziez Agung Prasetyo Agung Prasetyo Agung Prasetyo Agung Riyanto Agus Budiyono Agus Susilo Agustina Tri Suryaningsih Akrom, Akrom Andi Walela Anggraini, Selvia Putri Annida Fidiena Aprilia Yuanita Anwaristi Arbianti ARDIANSYAH ARDIANSYAH Arganata Yuda Prastya Yuana Aryani, Alina Dian ATIK NUR FARIDA Damayanti, Adhisty Puri Daryanti David Bagas Riyanto Dewi Rahmawati Intan Permatasari Dewi Wulan Sari Diego Hermacho Dwanita Widodo, Zandra DWI SURYANTO Dwi Susilo Utami Dwi Wahyuni D` Kartikasari Eka Aprilliyanti Elviandri, Elviandri Endang Suprapti Erni Widarti Fadhilah, Muhamad Nur Faustina Yuniastuti Faustina Yuniastuti Fidiena, Annida Handayani Handayani HARTOYO, EKO Haryuni Heriyanto Heriyanto Heriyanto Heriyanto Holyness Nurdin Singadimedja Ismail Aji Eko Cahyono Jalu Ariowibowo Jayawarsa, A.A. Ketut K Prasetyowati K. Prasetyowati K. Prasetyowati KHARISMA A.E.S KUSRIANI PRASETYAWATI Kusriani Prasetyowati Kusriani Prasetyowati Kusriani Prasetyowati Kusriani Prasetyowati Kusriani Prasetyowati KUSRIANI PRASETYOWQATI Latif Mahmudi, Wildana Lutfi Septi Mardiyanti M.Th Handayani M.Th. Handayani Mahananto Majasto Majasto Majasto Moh. Erkamim MTH HANDAYANI Muhammad Nurcholis Alhadi Muhammad Zidni Subarkah Mustaqim Mutiarra Ridyo Arum Nadian Nur Aulia Nadian Nur Aulia Ninda Beny Asfuri Norbertus Citra Irawan Nur Fauzi Nurlarasati, Dewi Gesang Permatasari, Dewi Rahmawati Intan Pratiwi Rahayuningsih Puri Damayanti, Adhisty R Soelistijono R.K. Ramadhani Rahmat Catur Haryadi Rahmat Catur Haryadi Rahmawati Intan Permatasari, Dewi Raniasari Bimanti Esthi Ratih Dwi Kartikasari Ratih Dwi Kartikasari Riza, Wahyu Friyonanda ROHMAWAN HENDRIASTO S Sutarno S. SUTARNO Sahrifudin, Muhammad Angga Samuel Randamuluk Sapto Priyadi Sari, Y.E. Sekarani, Fadhilla Setie Harieni Shuwaifi, Ahmad Supartini Supartini Supartini Supartini Susilaningtyas Budiana Kurniawati sutarno Sutarno Sutarno R Sutarno Sutarno Sutarno Sutarno Suyanti T. Nurrokhim Tamalia Azzahra Wahyuningtyas Tanjung Kusumaningrum Teguh Supriyadi Teguh Supriyadi Tyas Soemarah K.D Tyas Soemarah K.D Tyas Soemarah Kurnia Dewi Tyas SOEMARAH KURNIA DEWI Utami, Rosita Tri Vynysha Maretha Enjellhyna Slamet Riyadi Warsina, W. Wiwik Handayani Wiyono Yulianingrum, Aullia Vivi Yuniastuti, Faustina Zahrul Yunus