With the current technological advances, news can be found easily and totaling very much in digital form causing the need for a technique to categorize the news into specific topics to make it easier for readers to find the news according to the desired topic. Text categorization is a technique that can categorize news into predefined topics automatically. One important process in categorization is feature extraction where unigram binary is one of the basic feature extraction compared to term weighting which in this study will use the weighting method TF.ABS and TF.CHI to obtain optimal news categorization results. Based on the test results, the average accuracy obtained from three data sources on unigram binary feature extraction of 90.44%. While on the weighting method TF.ABS of 95.74% and TF.CHI of 95.87%. Based on the results of the accuracy, it can be concluded that the term weighting is better than the unigram binary. The weighting methods of TF.ABS and TF.CHI are both good in categorization because they do not differ significantly in performance. Other test results show that the stemming process does not have much effect on the accuracy of news categorization, but this process can make up to 45% time efficiency. AbstrakDengan kemajuan teknologi saat ini, berita dapat ditemukan dengan mudah dan berjumlah sangat banyak dalam bentuk digital yang menyebabkan diperlukannya suatu teknik untuk mengkategorikan berita-berita tersebut ke dalam topik tertentu agar mempermudah pembaca menemukan berita sesuai dengan topik yang diinginkan. Kategorisasi teks merupakan suatu teknik yang dapat mengkategorikan berita ke dalam topik yang telah ditentukan secara otomatis. Salah satu proses yang penting dalam kategorisasi adalah ekstraksi fitur yang mana unigram binary merupakan salah satu ekstraksi fitur yang dasar dibandingkan dengan term weighting yang dalam penelitian ini akan menggunakan metode pembobotan TF.ABS dan TF.CHI untuk memperoleh hasil kategorisasi berita yang optimal. Berdasarkan hasil pengujian, rata-rata akurasi yang didapatkan dari tiga sumber data pada ekstraksi fitur unigram binary sebesar 90.44%. Sedangkan pada metode pembobotan TF.ABS sebesar 95.74% dan TF.CHI sebesar 95.87%. Berdasarkan hasil akurasi tersebut, dapat disimpulkan bahwa term weighting lebih baik dibandingkan dengan unigram binary. Metode pembobotan TF.ABS dan TF.CHI sama-sama baik dalam kategorisasi karena tidak berbeda secara signifikan dalam performansinya. Pada hasil pengujian lainnya menunjukkan bahwa proses stemming tidak memberikan banyak pengaruh terhadap akurasi kategorisasi berita, namun proses ini dapat mengefisiensikan waktu hingga 45%.

The purpose of this study was to find out the influence of electronic word of mouth and destination image on satisfaction through the visiting decision to the visitors of Banjarejo Tourism Village. The population in this study were all visitors of the Banjarejo Tourism Village. The total of samples was 120 respondents with incidental sampling techniques through a Likert scale questionnaire. The data collection method used a questionnaire. Data analysis used classical assumption test and hypothesis test (t-test and path analysis) with SPSS 25 statistical version. The results showed that electronic word of mouth had a positive influence and significant on visitor satisfaction, destination image had a positive influence and significant on visitor satisfaction, visiting decision had a positive influence and significant on visitor satisfaction, and the visiting decision mediated the influence of electronic word of mouth and destination image on visitor satisfaction.

This study aims to develop a website of Master Study Programs in Vocational Education of Universitas Negeri Semarang (UNNES). This research used Research and Development methods, and website development design using the Waterfall method. The subjects of the study are students, alumni & managers of the Master Study Program at UNNES vocational education. The object of this study is the website of the UNNES Vocational Education Graduate Study Program. The sample of the research subjects was taken purposively because this research focused more on the research objectives, the website applied in this Study Program. The development of this website was tested by validators of web experts, substance experts, and user validators. The test results from the validator are as follows: (1) the test results of web experts got an average percentage of 90% or can be considered very feasible; (2) the results of testing by a substance expert got an average of 88% (very feasible); (3) the test results by the user got an average of 90% or very good. This study program information website was also tested using the blackbox method which resulted in the average website running well in suitted with the results expected. The reliability of the website was tested using loadimpact, tools for stress testing using 50 virtual users for 5 minutes, the results of which failed rate 0. This study produced a web with broadcast message feature, responsive website theme. The final results of research on website development are categorized as very feasible to be applied.

The distortion model becomes a problem in development planning, including in the development goals of reducing discrimination and concerns. These two things are closely related to gender expectations on work participation. The purpose of this study was to estimate the gender pay gap at the work participation rate of household heads in Magelang during the Covid-19 pandemic. The analytical tools used are Probit regression and the decomposition of the Blinder-Oaxaca model. The model decomposes wage differentials by gender. The study uses the 2020 SAKERNAS data. The results show that work participation for male household heads is determined by the marginal effect of work experience, age and area of residence, not education level and number of family dependents, while female household heads are only determined because of the number factor. family responsibilities. Furthermore, the potential work experience of male household heads has a significant negative effect. Research findings from the Blinder-Oaxaca Decomposition calculation show that the difference in wages between groups of household heads during the Covid 19 pandemic proved statistically significant. The role of the government is expected to be more active in disseminating policies related to gender in the labor market and exercising control over business actors in implementing labor regulations.

Penelitian ini didasarkan pada potensi Perkebunan Teh yang berada di Kabupaten Subang, PT Perkebunan Nunsatara VIII Kebun Tambaksari merupakan salah satu pekebunan yang ada di Kabupaten Subang. Setiap perusahaan tentu memiliki Target dalam mencapai tujuan yang telah ditentukan. Tidak terealisasinya hasil produksi sesuai dengan target yang diharapkan merupakan salah satu permasalahan yang terjadi di PT Perkebunan Nusantara VIII Kebun Tambaksari. hal ini diduga disebabkan oleh stres kerja yang tinggi. Stres kerja bisa berpengaruh Terhadap Kinerja, tetapi tidak selalu berdampak negatif ketika individu dapat mengelola stres tersebut maka stres kerja akan bernilai positif. Tujuan dalam penelitian ini ingin mengetahui stres kerja dan kinerja yang terjadi di PT Perkebunan Nusantara VIII Kebun Tambaksari, serta ingin mengetahui seberapa besar pengaruh stres kerja terhadap kinerja karaywan PT Perkebunan Nusantara VIII Kebun Tambaksari. Metode yang digunakan dalam penelitian ini berangkat dari titik tolak permasalahan yang terjadi sehingga penelitian ini menggunakan metode kuantitatif,dengan pendekatan survei untuk menjelasakan mengenai pengaruh stres kerja dan kinerja karyawan. serta instrumen penelitian yang digunakan dengan menyebarkan kusioner dengan jumlah respoden sebanyak 73 karyawan Berdasarkan hasil penelitian menunjukan bahwa stres kerja berpengaruh positif dan signifikan terhadap kinerja karyawan PT Perkebunan Nusantara VIII Kebun Tambakasari. Dilihat dari hasil analisis bahwa stres kerja  berpengaruh sebesar30,1% terhadap kinerja karyawan. Namun pada saat observasi dilakukan bahwa stres kerja bukan merupakan faktor utama yang menyebabkan tidak tercapainya target perusahaan, tetapi iklim kerja yang tidak mendukung dalam proses pekerjaan.   This research is based on the potential of tea plantation in Subang Regency, PT Perkebunan Nunsatara VIII Kebun Tambaksari is one of the gardening in Subang Regency. Each company certainly has its Target in achieving a predetermined goal. Unrealized production in accordance with the target is expected one of the problems that occur in PT Perkebunan Nusantara VIII Kebun Tambaksari.This is thought to be caused by high working stress. Working stress can have an effect on performance, but it does not necessarily negatively impact when individuals can manage those stress then work stress will be of positive value. The purpose of this study wants to know the work stress and performance that occurs in PT PerkebunananNusantara VIII KebunTambaksari, and want to know how much impact work stress on the performance of designed PT plantation Nusantara VIII KebunTambaksari. The method used in this research departs from the point of decline of problems that occur so that this research uses quantitative methods, with a survey approach to explain the influence of occupational stress and employee performance. and research instruments used by spreading the questionnaire by a total of 73 respoden. Based on the results of the study showed that the work stress is positive and significant to the performance of employees of PT Plantation Nusantara VIII KebunTambakasari. Judging from the results of the analysis that the work stress affects 30.1% of employee performance. But at the time of observation is done that work stress is not a major factor that leads to not achieving the target company, but the working climate is not supportive in the job process.