The final project is one of the requirements of graduation students. Students who want to do the final project need to see the final project result on the same topic that has been done before. With a large number of end-task documents, it certainly takes a great effort to find the final project document on the same topic. The final grouping can be automated using the document classification method. The methods that can be used to classify documents are K-Nearest Neighbors as classifier and Vector Space Model to measure the distance between documents From the initial observation, the multilabel classification in the final abstract using Vector Sapce Model and K-Nearest Neighbors has not been evaluated. Because some previous studies have led to the testing of single labels and only lead to one method, as the method is tested. Classification of abstract document final task consists of 2 stages of making distance table using vector space model and multilabel classification using KNN. This method has not been able to predict the label accurately because the exact exact ratio of its optimum value is only 0.57 when m = 4 and k = 8. This method is good enough in predicting the label even though not precisely. Can be seen from the accuracy value of its optimum which is 0.74 when m = 4 and k = 9. The exact match ratio and accuracy value of this method has the optimum value at m = k / 3.
Vanilla (Vanilla planifolia) has a high price due to the complicated cultivation and harvesting process, which is also faced by PKM partners. The Balinese vanilla farmer group has started to recover from the slump that almost 10 years of vanilla production in Bali was attacked by stem rot pests. The purpose of this PKM activity is to provide training to PKM Partners on the use of social media in disseminating information about the vanilla plant. The stages of PKM activities include the stages of identification, preparation, implementation, monitoring and evaluation as well as reporting and publication. PKM activities will be held on 27 June 2021 and 5 July 2021 with a focus on training on the use of Facebook and Instagram. This PKM activity was attended by 6 vanilla farmers. Based on the pretest and posttest, there was an increase in knowledge from the previous pretest value of 42.74%, in the posttest it increased to 75.24%. PKM activities have been successfully implemented and achieved in good conditions.
One of the defense equipment that determines the readiness of the Navy in maintaining the integrity of the Republic of Indonesia is the Republic of Indonesia Warship (KRI). The worthiness of the KRI is of course the main parameter that is always integrated with the condition that it is always ready to fight to maintain Indonesia's sovereignty at sea . The readiness of the KRI is assessed from the aspect of equipment feasibility as a benchmark to determine the level of readiness and capability of the warship. This research aims to analyze the concept of increasing the competence of the Navy surveyor personnel. The research method used is the AHP and SWOT methods. The results of the study indicate that the appropriate strategy to be applied by the Navy in order to achieve sustainable competitive advantage is by : a ) increasing the competence of the Navy with formal and informal course activities, b ) increasing cooperation with external institutions, c ) increasing standardization socialization. operational test equipment to increase the ability to operate test equipment owned by the Indonesian Navy's airworthiness personnel, d ) add equipment in accordance with the update on the development of defense equipment, and e ) improve the coaching program for both tour of duty and tour of area.
A traditional village in Bali is an institution that is responsible for managing and maintaining the sustainability of a traditional village in Bali. The development of information technology has developed so rapidly that even village officials must keep up with the development of information technology. However, in reality some village officials are not fluent in using information technology either in the form of Microsoft Word, Excel, Power Point, especially now that online meetings are also developing with many positive impacts. Based on these problems, community service was carried out by conducting Microsoft Word, Excel, Power Point training, and online meetings using the Zoom application. This training was conducted with the aim of increasing the skills of indigenous village communities in using information and communication technology. In this training, participants will be taught how to use Microsoft Word, Excel, and Power Point to create documents, process data, and make presentations. In addition, participants will also be taught how to use the Zoom application to conduct online meetings. This training is expected to provide benefits for indigenous village communities in improving their skills and productivity. Based on the evaluation results that have been carried out using the pre-test and post-test methods, in general there is an increase in the ability of village officials to operate the information technology material that has been provided in this community service.
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