Reviewerly/exHarmony huggingface dataset:
Weather Forecasting in Bandung Regency based on FP-Growth Algorithm

&lt;p&gt;Weather change is one of the things that can affect people around the world in doing activities, including in Indonesia. The area of Indonesia, especially in Bandung regency has a high intensity of rainfall, compared with other regions. The people of Bandung Regency mostly have livelihoods in the fields of industry and agriculture, both of which are closely related to the effects of weather. Weather prediction is used for reference, so the future of society can prepare all possible weather before the move. One method of data mining used to predict weather is the association rule method. In this method there is Frequent Pattern Growth (FP-Growth) algorithm, this algorithm is used to determine the pattern of linkage between attribute weather with rainfall. The result of the FP-Growth algorithm is an association rule, the result of the algorithm rules is then used as reference for data entry in the classification process, where the process is done to get the forecast based on the rainfall category to obtain maximum accuracy. The highest performance result of FP-Growth from the result of rules based on its confidence value is 92%.&lt;/p&gt;
The use of ERP systems in didactics of higher education in the era of the concept of Industry 4.0 and Logistics 4.0

The article presents challenges faced by higher education didactics resulting from the development of new concepts, Industry 4.0 and Logistics 4.0. In this context, there is now a research problem in how to conduct the didactic process, to be related to the real issues of the production companies and the TSL industry that occur in the everyday life of a company. The article may be an aid in choosing a modern ERP class system for the needs of the didactic process in a higher education institution, which should support a sequence of integrated procurement processes, production and distribution of goods as part of the Industry 4.0 and Logistics 4.0 concept. The selection process presented in the article should include the formulation of requirements regarding the selection of the appropriate ERP system by the university, the choice of the system and the parameterization of the solution to the specifics of the didactic classes along with the development of the laboratory schedule.
Diagnosa Preeklampsia pada Ibu Hamil Menggunakan Sistem Informasi Berbasis Web

This study aims to produce a preeclampsia diagnostic system online and to determine the difference in the speed of time required to diagnose preeclampsia using a web-based information system with a manual system. This research method is to arrange a framework with a quasi experimental research design with a post test only with control group. This research was conducted at the Community Health Center. The results showed that the majority of respondents were healthy pregnant women namely in the intervention group of 20 pregnant women (30.30%) and in the control group of 15 pregnant women (22.73%). The smallest number of diagnoses is in the case of superimposed preeclampsia. Web-based information systems are also able to increase diagnostic speeds to 7.21%. Statistical test results using the Independent T-Test obtained a P-value of 0.041 &lt;0.05 (α). Conclusion, there is a difference in the time of diagnosis of preeclampsia using a web-based information system with a manual system.&#x0D; &#x0D; Keywords: Diagnosis, Preeclampsia, Information Systems, Web
ASSESSMENT OF MODEL FIT FOR 2016 AND 2017 BIOLOGY MULTIPLE CHOICE TEST ITEMS OF THE NATIONAL BUSINESS AND TECHNICAL EXAMINATION BOARD

This study was based on the assessment of model fit for 2016 and 2017 Biology multiple choice test items of the National Business and Technical Examination Board. It aimed at empirically investigating the model fit of the 1, 2, and 3 Parameter Logistic Models (PLM) of the examinations using Item Response Theory. Three research questions were raised with two hypotheses formulated and tested. The expo-facto research design was adopted for this study. The population for the study was 5,115 and 4600 candidates in public and private schools in south-south geo-political zone in Nigeria for 2016 and 2017 respectively. A total of 2000 students were sampled using Simple random sampling technique. The instruments for data collection was the NABTEB 2016 and 2017 Biology multiple choice question papers. The instruments are said to be valid and reliable as they were developed by a standard examination body. The responses from the instruments were used for data analysis. The results obtained from the study revealed that the 1, 2 and 3 PLM fit the 2017 and 2016 NABTEB May/June Biology multiple choice test items. However, the 1PLM provided a better fit to the data than other models. Based on the findings of the study, it was recommended among others that the examining bodies should make sure that model fit the data well before they are used to make inferences regarding the data.
TEACHERS’ PERCEPTIONS TOWARDS TEACHING WRITING USING WORD GAMES; THE CASE STUDY OF JUNIOR HIGH SCHOOLS IN SEMARANG, CENTRAL JAVA, INDONESIA

This was a descriptive qualitative study which was done in 2017 at junior high schools in Semarang Central Java, Indonesia. This study focused on the teachers’ perception and teaching writing using word games. According to Chastain (1988) "writing is a basic communication skill and a unique tool in the process of second language learning" (p.244). The problem of this study was what are the teachers’ perception towards the word games used in enhancing the students’ writing skill? The sample of the research were 6 junior high schools’ students in Semarang central java, Indonesia. They were students of grade eighth at SMP N 8, SMPN 39, SMPN 36, SMP Institut Indonesia, SMP PGRI Semarang, and SMP Theresiana Semarang. A structured interview was kindly used as the instrument in collecting the data. The findings are; 1) Teaching writing is not easy and need to be creative to make students understand since they have to master the way hoe to organize a good paragraph or text. 2) Usually they do not apply any games in teaching writing since they got the material for granted. 3) Most of the teachers have known what word game is. Even they have applied it sometimes in speaking and vocabulary. 4) Teachers rarely do teaching English using word games by purpose. Especially teaching writing, teachers do not really pay attention on the current skill. 5) Even though some teachers do not really understand the way to use word games in the case of implementation but then, they are aware that students need a motivation in a space of teaching and learning process during filling the material. 6) Teachers like teaching writing using word games because word games can help them to motivate students in following the questions since the love playing while learning in the classroom. 7) teachers can motivate students to follow the lesson with fun, teachers easily follow the word games because it is equipped by the clear instructions, there are various word games which are related to teaching skills, word games are easily made/created by teachers based on the need of the lesson plan, word games are the simplest media to teach and long life. 8) word games which applicable to teach writing using word games are entitled broken sentence, mixed story, arranging sentence in a story, and getting occupation. The conclusions are The teachers’ perceptions towards teaching writing using word games are; teachers feel happy and fun during teaching writing using word games, teachers need more energy and time to maintain the word games, teachers should focus on the goal of writing mastery not the game itself, teachers should be creative in creating and organizing the word games, and teachers believe that word games are able to motivate students in following the lesson. Key words: teachers’ perception, teaching writing, word games
The Effect of Mind Mapping Technique on Poetry Writing Skills Elementary School Students

This study aims to examine the Effect of Mind Mapping Techniques on Poetry Writing Skills of students in elementary schools. This research is an experimental research type Quasi Experimental Design with the design of Nonequivalent Control Group Design. Based on the results of the pretest the average value of the experimental class 60 was obtained and the average value of the control class was 64.2. From the results of the comparison of the two sample classes obtained a difference in value of 3.7, it can be concluded that there is no significant difference in the value of the pretest of both classes, meaning that both classes have the same initial ability. Then learning is done using mind mapping techniques in the experimental class and learning without mind mapping techniques in the control class. After learning was given later in both classes posttest was conducted. For the experimental class the average value is 82 and for the control class the average value is 77.5. From the results of testing the hypothesis with a significant level of 0.05 obtained a significant value of 0,000 because of sig. &lt;α, the hypothesis is accepted, so it can be concluded that there is an effect of using mind mapping techniques on students' poetry writing skills in elementary schools.&#x0D; &#x0D; Keywords: Mind Mapping Techniques, Poetry, Writing Skills
MEMBANGUN KEARIFAN LOKAL MELALUI GERAKAN LITERASI MIBANDA (MICINTA BACA TULIS AKSARA SUNDA) DI SDN SUKAHAYU KABUPATEN SUBANG

Some teachings in Sundanese culture about the path to the primacy of life, the ethos, and character of Sundanese are cageur, bageur, singer, and pinter, which can be interpreted as healthy, good, insightful, and intelligent. Sundanese culture has certain characteristics that distinguish it from other cultures. Sukahayu Elementary School is one of the impact schools in the area of 2 groups of Jalancagak, Jalancagak District. Precisely in Bunihayu Village, Jalancagak District, Subang Regency. The use of language as a communication tool for students interacting in schools mostly uses Sundanese bases in addition to Indonesian. Sundanese language must be maintained, to maintain local wisdom the writer made a school action research in order to know whether the preservation of Sundanese culture can be maintained through the Mibanda Literation Movement? And the response from the school community about the literacy movement. This study used School Action Research (SAR) with research procedures beginning with planning, implementation, observation, and reflection. The results of this study are that local wisdom in Sukahayu Elementary School, Jalancagak Subang District can be built through the school literacy movement (SLC). The Literacy Movement that was applied included habituation, development and learning with the steps taken including socialization, In-House Training (IHT), mentoring and provision of facilities and infrastructure. Responses provided by participants in the Mibanda Literacy Movement (Teachers, Students, and committees) in building local wisdom in Sukahayu Jalancagak Subang Elementary School is quite good, as shown by the results of the questionnaire.
Desain Pedoman Implementasi Sistem Pengendalian Intern Pemerintah di Lingkungan Perguruan Tinggi Negeri

The Purpose of this research to evaluate and design guidelines implementation internal goverment control system in State Polytechnic of Malang. Kind of this research was descriptive using qualitative apporoach and the data that were used in this study were primer data colleted from interview result with internal audit unit at State Polytechnic of Malang. The result of this research indicate State Polytechnic of Malang don’t have guidelines implementation internal goverment control system. Researcher recommended guidelines implementation internal goverment control system design at State Polytechnic of Malang for fulfill indicators: infrastructure needed to build, the implementation, and the legal basis. Advice for directure of State Polyechnic of Malang immediately communicate to all academic community so they can understand about guidelines implementation internal goverment control system.
The Design of Immersion Acrophobia Adjuvant Therapy System (IAATS)

A new immersion acrophobia adjuvant therapy system (IAATS) was designed by us to help people with acrophobia escape the fear of heights. We built a realistic virtual scene, in which patients receive Virtual reality exposure therapy (VRET). Scenes of different heights are available to offer patients with different levels of stimulation. Patients can get continuous progress and corresponding feedback in the system. During the patient’s treatment, we collected the patient’s eye movement data and Electroencephalogram (EEG) data through certain algorithms and different external hardware devices. These two data are involved in Altitude layering agreement we designed to form a more reasonable treatment strategy. They can also be saved and further analyzed after the treatment. The effectiveness of the whole system still needs further experimental exploration.
Penciptaan Karya Film Animasi 2D “Miliv” Dengan Teknik Hybrid

When human realize that they are not as they appear, it causes personal conflicts in humans, there are two sources that come from inside and outside. With animated films that have become increasingly popular with various groups, the creation of the animated film “MILIV” as one of media delivery in the form of visual and media delivery messages contained in the film.With the concept of hybrid, it combines stopmotion animation techniques, rotoscope, and digital animation, creating an experimental genre animation work with its unique visual style.The animated film “MILIV” tells of a bird who is too late to realize his true identity and is trapped in comfort zone. Contemplation became the main goal in this animated film “MILIV”Keywords: Film, MILIV, Hybrid, Rotoscope, Stopmotion, Experimental, Animation
Tadaluring Microteaching: An Effective Learning Model to Develop Basic Teaching Skills

This study explored the effect of using a Tadaluring microteaching learning model on mastering a number of basic teaching skills by prospective teachers. The Tadaluring microteaching learning model is a learning model which combines three forms of integrated training namely classroom practices, online practices, and offline practices. This study was classified as a quasi-experimental study with a non equivalent control group design. The sample was selected with a purpose-sampling technique. The data were analyzed using a t-test method. The results of the study were: (1) there is a significant effect of using a Tadaluring microteaching learning model on prospective teachers' basic teaching skills, (2) the average ability to master basic teaching skills of prospective teachers using the Tadaluring model was higher than 80 with a very effective interpretation used in microteaching learning.
Development of Belajar Astronomi: an Astronomy Learning Application for Kids

Learning process should be an interesting process, especially for kids in elementary school. There are many methods has delivered to make the kids going fun to learn any new thing. Information and Communication Technolgy (ICT) could been involved to the learning process. ICT-based learning tools that used to help teachers and parents are developed in this research. Astronomy is one of the fields of science which is generally taught in schools as a part of natural science subject. In this study, authors developed an astronomy learning application’s named Belajar Astronomi that comes as a supplement study material for elementary students. This Astronomy Learning application is designed to be a tool for students to study astronomy independently. Belajar Astronomi’s application developed with the Visual Basic programming language in Microsoft Visual Studio 2010 using Waterfall methods, to make sure Its functionality and usefulness. The application is equipped with images, text, and videos that can help students to learn astronomy more easily, Its also equipped with quizzes as training materials that can help students in sharpening their knowledge in Astronomy subject.
Remotely Operated Robot with Live Camera Feed

In recent years robots have begun to become an active presence in everyday life in various forms.Helpful robots that offer help and support to people with special needs or social robots that are able to interact with customers in stores.The basic challenges that lie in improving their utilization and development are that they do not interact with each other and cannot use the information from one to the other.This paper aims to present a method of how to create a low-cost Android operated robot in order to validate the proposed architecture for an Edge-Computing Cloud in which the robots can be interconnected in a digital society.
Multimodal Age-Group Recognition for Opinion Video Logs using Ensemble of Neural Networks

With the wide spread usage of smartphones and social media platforms, video logging is gaining an increasing popularity, especially after the advent of YouTube in 2005 with hundred millions of views per day.It has attracted interest of many people with immense emerging applications, e.g.filmmakers, journalists, product advertisers, entrepreneurs, educators and many others.Nowadays, people express and share their opinions online on various daily issues using different forms of content including texts, audios, images and videos.This study presents a multimodal approach for recognizing the speaker's age group from social media videos.Several structures of Artificial Neural Networks (ANNs) are presented and evaluated using standalone modalities.Moreover, a two-stage ensemble network is proposed to combine multiple modalities.In addition, a corpus of videos has been collected and prepared for multimodal age-group recognition with focus on Arabic language speakers.The experimental results demonstrated that combining different modalities can mitigate the limitations of unimodal recognition systems and lead to significant improvements in the results.
Active Virtual Impedance Control for Sound-Following Robots to Avoid Obstacles

A novel active virtual impedance algorithm is here proposed to help sound-following robots avoid obstacles while tracking a sound source. The tracking velocity of a mobile robot to a sound source is determined by virtual repulsive and attraction forces to avoid obstacles and to follow the sound source, respectively. Active virtual impedance is defined as a function of distances and relative velocities to the sound source and obstacles from the mobile robot, which is used to generate the tracking velocity of the mobile robot. Conventional virtual impedance methods have fixed coefficients for relative distances and velocities. However, in this research, the coefficients are dynamically adjusted to extend the obstacle avoidance performance to multiple obstacle environments. The relative distances and velocities are obtained using a microphone array consisting of three microphones in a row. The geometrical relationships of the microphones are utilized to estimate the relative position and orientation of the sound source with respect to the mobile robot, which carries the microphone array. The effectiveness of the proposed algorithm is demonstrated by experiments.
Multiliteracy in English Department Universitas Muhammadiyah Sidoarjo

This research aims to describe multiliteracy model in the lecture Introduction to Literature, semester 3 students of English Department, Universitas Muhammadiyah Sidoarjo. Research methods that will be used is qualitative descriptive on the lecture Introduction to Literature. Research data obtained from the results of questionnaires and interviews with students, student assignment documents, learning materials and assessment system of the lecturer. The data in this study were collected through observation which is equipped with observation, interviews with guidelines based on the guidelines of the interview, the document to see the response of the students, as well as documented through photos and videos. All data are then analyzed and checked each other. The validity and reliability of research accomplished through member check and outsider check. Discussion and consultation with experts and literature, language learning and literacy experts conducted to obtain accurate data. The research was conducted in two stages, among other things: 1) research on the multiliteracy aspects of student in the English Department, which is reflected in multiliteracy competence in Introduction to Literature lecture; 2) research on the students’ response against the multiliteracy competence in the lecture of Introduction to literature.
Analyse the data tendency in the public opinion monitoring system

With the rise of the network era of big data, many of a colour view of public opinion data emerge in endlessly, network also drives the various views in the different public opinion direction, so the tendency of public opinion data analysis is becoming more and more attention by many scholars and government officials, public opinion is most critical text content, data is mixed of text content. This paper analyses the tendency of network comment data, introduces language processing, subject extraction and other related knowledge, and achieves the purpose of improving the accuracy of tendency classification.
Nanostructured Photonic Power Splitter Design via Convolutional Neural Networks

We train a convolutional neural network (CNN)that can predict the optical response of randomly generated nanopatterned photonic power splitters in a 2400 design space with a prediction correlation coefficient of 85 %. © 2019 The Author(s)
An auction framework for DaaS in cloud computing and its evaluation

Data-as-a-service (DaaS) is the next emerging technology in cloud computing research. Small clouds operating as a group may exploit the DaaS efficiently to perform the substantial amount of work. In this paper, an auction framework is studied and evaluated when the small clouds are strategic in nature. We present the system model and formal definition of the problem and its experimental evaluation. Several auction DaaS-based mechanisms are proposed and their correctness and computational complexity is analysed. To the best of our knowledge, this is the first and realistic attempt to study the DaaS in a strategic setting. We have evaluated the proposed approach under various simulation scenarios to judge on its usefulness and efficiency.