Articles
PENGARUH USER PROFILING PADA REKOMENDASI SISTEM MENGGUNAKAN K MEANS DAN KNN
Hartatik Hartatik;
Rosyid Rosyid
Journal of Information System Management (JOISM) Vol. 2 No. 1 (2020): Juni
Publisher : Universitas Amikom Yogyakarta
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DOI: 10.24076/joism.2020v2i1.199
Sparsity adalah satu masalah yang sering terjadi pada teknik collaborative clustering dimana user sedikit sekali memiliki informasi (pada penelitian ini rating) yang menyebabkan sistem seringkali tidak akurat ketika memberikan rekomendasi. Banyak metode yang bisa digunakan untuk menyelesaikan masalah sparsity data, salah satunya adalah metode KNN. Namun metode KNN memiliki kelemahan yaitu scalability. Scalability terjadi ketika ketika data yang harus dicari kesamaannya semakin besar. Salah satu solusi yang mungkin diimplementasikan adalah dengan mencari profil dari user dan mengelompokkannya menjadi satu kelompok. Eksperimen yang dilakukan pada penelitian ini untuk mengatasi masalah sparsity dan scalability adalah dengan menggabungkan algoritma silhouette, k-means, K-Nearest Neighbour. Dataset yang dipakai di penelitian ini, berjumlah 700 rating yang di crawling melalui web traveloka. Data rating antara user dan item akan disimpan dalam database, untuk selanjutnya dirubah menjadi bentuk array user-item. Hasil pengujian dengan 5 data uji didapatkan nilai rata-rata RMSE 1,33% dengan rata-rata akurasi = 100% - 1,33% = 98,67%.
Sosialisasi dan Pelatihan Penggunaan Aplikasi Untuk Membantu Pengelompokkan Menu di Wisanggeni Coffee
Hartatik Hartatik;
Andri Syafrianto
JAMU : Jurnal Abdi Masyarakat UMUS Vol. 1 No. 02 (2021): Februari
Publisher : LPPM Universitas Muhadi Setiabudi
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DOI: 10.46772/jamu.v1i02.342
Wisanggeni Coffee adalah sebuah cafe yang terletak di kaki bukit Gunung Merapi. Ketatnya persaingan bisnis menuntut pemilik Wisanggeni Coffee untuk terus berinovasi dalam setiap penentuan strategi bisnisnya. Beberapa permasalahan yang ditemukan di adalah persaingan bisnis yang ketat membuat trend penjualan stagnan. Selain itu pemilik kesulitan untuk mendapatkan pola pembelian konsumen. Pola pembelian yang tidak terprediksi membuat pemilik kesulitan dalam penentuan stok bahan makanan, minuman dan souvenir yang dijual. Kurang terprediksinya pola konsumen juga sering membuat kehilangan kesempatan untuk menjual makanan, minuman dan souvenir karena out of stock. Memanfaatkan ilmu yang ada di bidang komputer yaitu asosiasi untuk mendapatkan pola pembelian konsumen di “Wisanggeni Coffee”. Aplikasi yang dibangun akan menggunakan metode apriori. Metode apriori akan menganalisa pola pembelian konsumen 1 bulan terakhir guna mendapatkan pola asosiasi antar produk makanan, minuman dan souvenir yang dijual. Hasil dari pengabdian ini adalah keinginan pemilik dalam membangun sistem asosiasi cukup baik. Pemilik langsung menerapkan aplikasi baik dalam pola menawarkan menu maupun mengatur tata letak souvenir di rak penjualan. Sebelumnya kami menargetkan sampai pada evaluasi hasil penerapan aplikasi apakah bisa meningkatkan penjualan. Namun karena pandemi Covid-19 tidak kunjung selesai, evaluasi ini kami tunda hingga kegiatan wisata pulih kembali.
Sentimen Analis Thread Investasi Pada Twitter Menggunakan Naïve Bayes
Hartatik Hartatik
The Indonesian Journal of Computer Science Research Vol. 1 No. 1 (2021): January
Publisher : Hemispheres Press
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DOI: 10.59095/ijcsr.v1i1.13
Social media is one of the market shares that allows people to consume news or promotions from an investment service because the source data is abundant and is updated every second on the internet. Social media is vulnerable to containing news or information on an investment platform and other forms of investment that are illegal or called fraudulent investments, so to overcome this, an Investment Thread Analyst Sentiment on Twitter is needed. The method used to evaluate investment threads to obtain positive and negative feedback is nave Bayes. The research results received a precision score of 0.69, recall of 0.70, f1-score (f-measure) of 0.74, and accuracy of 0.7.
The Utilization of Student Worksheets on The Subject of Knowing Hindu, Budha, and Islamic Historical Legacy
Purwandari, Elce;
Subakti, Agung;
Hartatik, Hartatik;
Seplyana, Desy;
Jamilah, Jamilah
Jurnal Basicedu Vol. 6 No. 3 (2022)
Publisher : Universitas Pahlawan Tuanku Tambusai
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DOI: 10.31004/basicedu.v6i3.2554
This study aims to determine the use of Student Worksheets (LKS) as a social media learning medium for material knowing the historical heritage of Hinduism, Buddhism, and Islam in the fifth grade of Bingin Teluk State Elementary School (SDN). The method used in this research is a quantitative method in the form of a survey. The data collection technique was carried out using an online questionnaire in the form of a Google Form which was analyzed quantitatively descriptively. The data source is the fifth-grade students of SDN Bingin Teluk as many as 25 students. The results of the study revealed that students enjoy learning to use Student Worksheets, students regularly open or read Student Worksheets at home, Hindu, Buddhist, and Islamic materials are easy to understand using Student Worksheets, students are not lazy to read Student Worksheets when studying in class, students discuss together with friends. my seat. This research is new because it has never been done before at SDN Bingin Teluk. The contribution of research can provide understanding for other schools that want to use Student Worksheets as a learning medium, provide references for other researchers who want to conduct research related to the use of Student Worksheets as a learning medium that is used by students and teachers.
Analysis of Time and Frequency of Implementation of Non-Communicable Disease Integrated Guidance Posts in the New Normal Era in Binjai City
Hartatik, Hartatik;
Aulia, Destanul;
Lubis, Rahayu
Budapest International Research and Critics Institute-Journal (BIRCI-Journal) Vol 4, No 4 (2021): Budapest International Research and Critics Institute November
Publisher : Budapest International Research and Critics University
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DOI: 10.33258/birci.v4i4.3520
The purpose of this study was to determine and analyze of time and frequency of implementation of non-communicable disease integrated guidance posts in the new normal era in Binjai City. This type of research is an analytic survey with a cross sectional design. The total population in this study was 179,650 with a total sample of 174 respondents obtained by purposive sampling. This research instrument uses a questionnaire that is used in the form of a google form. The data obtained in this study were analyzed by conjoint analysis. Based on the results of research on the people of Binjai City, the attribute activities of the non-communicable disease integrated guidance posts in the new normal era in Binjai City, the most important thing is the time of the implementation of the non-communicable disease integrated guidance posts, then the attribute activities of the non-communicable disease integrated guidance posts which are not too important are the frequency implementation of the non-communicable disease integrated guidance posts.
Analisis Putusan Pengadilan Negeri Jombang Nomor:15PDT.G/2014/PN.JMB Tentang Peralihan Hak Atas Tanah Dengan Menggunakan Bilyet Giro
Hartatik, Hartatik;
Puspitawati, Dhiana
Jurnal Ilmiah Pendidikan Pancasila dan Kewarganegaraan Vol 4, No 1 (2019): Juni 2019
Publisher : Universitas Negeri Malang
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DOI: 10.17977/um019v4i1p81-92
This paper aims to review the Court Decision Number: 15 / Pdt.G / 2014 / PN.JMB dated October 14, 2014, relating to the validity of the transfer of land rights by buying and selling through payment using Bilyet Giro, and analyzing the settlement of the transfer of land rights using Bilyet Giro according to customary law. The method used in this paper is normative research to find a solution to the problem of transferring land rights through buying and selling using Bilyet Giro to produce a new opinion, theory or concept as a prescription related to the problem. The results of the analysis in this paper show that the payment in full with the Bilyet Giro against the price agreed in the sale of land rights must be declared valid and valuable, both in terms of the Civil Code and the concept of customary law, and according to the provisions of customary law, cash payment with Bilyet Giro is sufficient for the transfer of land rights due to buying and selling.
Kompetensi Konselor Sebaya Bagi Remaja Berbasis Keagamaan
Hartatik, Hartatik;
Subari, Subari;
Munawwaroh, Fabroy Fauziyatul;
Haroen, Hilman;
Rahayu, Supriati Hardi
Asas Wa Tandhim: Jurnal Hukum, Pendidikan Dan Sosial Keagamaan Vol. 1 No. 1 (2022)
Publisher : Universitas Cokroaminoto Yogyakarta
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DOI: 10.47200/awtjhpsa.v1i1.1115
In this article, it can be seen through a literature review that peer-to-peer relationships are often associated with adolescent life. Students as academics are mostly still in that range, especially at the undergraduate level. They are the ones who are vulnerable to national turmoil that triggers violent behavior. They require intense interaction with the same age group in responding to existing changes and developments.
The Utilization of Student Worksheets on The Subject of Knowing Hindu, Budha, and Islamic Historical Legacy
Purwandari, Elce;
Subakti, Agung;
Hartatik, Hartatik;
Seplyana, Desy;
Jamilah, Jamilah
Jurnal Basicedu Vol. 6 No. 3 (2022)
Publisher : Universitas Pahlawan Tuanku Tambusai
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DOI: 10.31004/basicedu.v6i3.2554
This study aims to determine the use of Student Worksheets (LKS) as a social media learning medium for material knowing the historical heritage of Hinduism, Buddhism, and Islam in the fifth grade of Bingin Teluk State Elementary School (SDN). The method used in this research is a quantitative method in the form of a survey. The data collection technique was carried out using an online questionnaire in the form of a Google Form which was analyzed quantitatively descriptively. The data source is the fifth-grade students of SDN Bingin Teluk as many as 25 students. The results of the study revealed that students enjoy learning to use Student Worksheets, students regularly open or read Student Worksheets at home, Hindu, Buddhist, and Islamic materials are easy to understand using Student Worksheets, students are not lazy to read Student Worksheets when studying in class, students discuss together with friends. my seat. This research is new because it has never been done before at SDN Bingin Teluk. The contribution of research can provide understanding for other schools that want to use Student Worksheets as a learning medium, provide references for other researchers who want to conduct research related to the use of Student Worksheets as a learning medium that is used by students and teachers.
The Influence of Product Quality, Location and Word of Mouth on Purchase Decisions
Hartatik, Hartatik;
Mendrofa, Syah Abadi;
Mar'ati, Fudji Sri;
Wicahyono, Agus;
Permana, Indra
Management Studies and Entrepreneurship Journal (MSEJ) Vol. 5 No. 1 (2024): Management Studies and Entrepreneurship Journal (MSEJ)
Publisher : Yayasan Pendidikan Riset dan Pengembangan Intelektual (YRPI)
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DOI: 10.37385/msej.v5i1.4072
The research analysis aims to determine the effect of product quality, location and word of mouth (WOM) on purchasing decisions at Bebek Goreng Pak Slamet. The sampling collection used was purposive sampling of 100 respondents. Data collection used a questionnaire distributed to customers at Bebek Goreng Pak Slamet. The population in this study were customers of Bebek Goreng Pak Slamet. This research method uses quantitative methods and multiple linear regression analysis through SPSS 24. The results of this study indicate that product quality, location and word of mouth (WOM) have a positive and simultan impact on purchasing decisions at Bebek Goreng Pak Slamet.
Effect of Product Quality, Price Perceptions and Brand Image on Purchase Decisions
Hartatik, Hartatik;
Sutardjo, Agus;
Putra, I Gusti Ngurah Agung Dewantara;
Hasan, Syahril;
Sugianto, Efendi
Management Studies and Entrepreneurship Journal (MSEJ) Vol. 5 No. 1 (2024): Management Studies and Entrepreneurship Journal (MSEJ)
Publisher : Yayasan Pendidikan Riset dan Pengembangan Intelektual (YRPI)
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DOI: 10.37385/msej.v5i1.4075
Sidomuncul is a herbal medicine industry that is currently very developed. Consumers in making choices are influenced by various factors. This research aims to determine the influence of product quality, price perception and brand image on purchasing decisions. The case study for this research is consumers of Sidomuncul wind resistance products. This research method is quantitative using primary data sourced from questionnaires. The number of respondents for this research was 100 respondents. The results of this research show that product quality, price perception and brand image influence purchasing decisions.