Reviewerly/exHarmony huggingface dataset:
Who is wearing me? TinyDL‐based user recognition in constrained personal devices

Deep learning (DL) techniques have been extensively studied to improve their precision and scalability in a vast range of applications. Recently, a new milestone has been reached driven by the emergence of the TinyDL paradigm, which enables adaptation of complex DL models generated by well-known libraries to the restrictions of constrained microcontroller-based devices. In this work, a comprehensive discussion is provided regarding this novel ecosystem, by identifying the benefits that it will bring to the wearable industry and analysing different TinyDL initiatives promoted by tech giants. The specific use case of automatic user recognition from data captured by a wearable device is also presented. The whole development process by which different DL configurations have been embedded in a real microcontroller unit is described. The attained results in terms of accuracy and resource usage confirm the validity of the proposal, which allows precise predictions in a highly constrained platform with limited input information. Therefore, this work provides insights into the viability of the integration of TinyDL models within wearables, which may be valuable for researchers, practitioners, and makers related to this industry.
Generative Adversarial Networks based on Mixed-Attentions for Citation Intent Classification in Scientific Publications

We propose the mixed-attention-based Generative Adversarial Network (named maGAN), and apply it for citation intent classification in scientific publication. We select domain-specific training data, propose a mixed-attention mechanism, and employ generative adversarial network architecture for pre-training language model and fine-tuning to the downstream multi-class classification task. Experiments were conducted on the SciCite datasets to compare model performance. Our proposed maGAN model achieved the best Macro-F1 of 0.8532.
A DBpedia-based Benchmark for Ontology-mediated Query Answering

Ontology-mediated query answering (OMQA) is a frame-work for querying data with a background ontology. Detailed evaluation of OMQA systems remains a challenge due to limitations in existing benchmarks. In this paper, we propose a new benchmark for OMQA based on natural language questions over DBpedia. In particular, the data are sampled from DBpedia with adjustable volumes and can easily reach a scale that is diffcult for existing OMQA systems to handle. Log-ical rules are automatically extracted from DBpedia using a rule learner, and the queries come from real-life natural language questions over DB-pedia. We evaluated two state-of-The-Art systems under various settings, to demonstrate the potential of our benchmark in benchmarking and analyzing the behavior of OMQA systems.
Pengaruh Penggunaan Metode Reading Questioning and Answering (RQA) Terhadap Hasil Belajar Siswa Pada Mata Pelajaran Sejarah Kelas XI IIS di SMA N 3 Padang

This study looked at the effect of using the Reading Questioning and Answering (RQA) method on student learning outcomes in history learning in class XI IIS at SMA Negeri Padang. Based on the results of processed research data with a predetermined formula and the help of Microsoft Excel, it was found that the results showed that there was an effect of the reading, questioning, and answering (RQA) method on the history learning outcomes of class XI IIS students at SMA Negeri 3 Padang. Learning with the Reading, Questioning, and Answering (RQA) method is good for the learning process because with the Reading Questioning and Answering (RQA) strategy learning method students participate actively in the learning process and make students more serious in reading and understanding the reading content, and find concepts about the material being studied. In addition, the presence of students making questions and answering these questions themselves can strengthen students' cognitive abilities and can empower their thinking skills deliberately. And through the independent application of this method by making questions and answers individually, students are more competent in a sporting way to get awards. Meanwhile, the application of the Reading Questioning and Answering (RQA) method with a system of dividing students into several groups can foster a system of cooperation and social attitudes among students in doing the assignments given by the teacher. The results of this study are very important because there is an influence from each variable, namely between the independent variable and the dependent variable.
RANCANG BANGUN SMART TRASH BIN BERBASIS ARDUINO DAN MODUL GSM

Lack of public awareness in maintaining cleanliness is a problem faced by cleaning staff. Where every day cleaning staff must collect the garbage that is disposed of not in its place. solution chosen was wrong only by attracting the interest of the community in the practice of disposing of trash in its place, designed as attractive as possible with “SMART TRASH BIN BERBASIS ARDUINO DAN MODUL GSM”, Where this tool functions automatically and the public can be disposed of garbage at the shelter without having to open and closes. This SMART TRASH BIN can also help cleaning staff by sending SMS to officers with information The trash can is full, please empty the trash”.
MIOCENE AGED PALEO-CHANNEL ASSOCIATED WITH EXTENSIONAL TECTONICS OF THE SOUTHERN BASIN AND RANGE PROVINCE, COYOTE MOUNTAINS, SOUTHERN CALIFORNIA

An east-west trending group of exposures, interpreted as a flat bottom, Miocene aged paleo-channel (PC), formed by a west flowing drainage, has been mapped in the Coyote Mountains. The sides of the PC are confined, for the most part, by basement units. This PC has been linked to the second episode of extension associated with the southern Basin and Range Province. The Miocene aged normal (listric) Nickel Prospect Fault cuts the PC, into western (graben) and eastern (horst) groups of exposures. Under the eastern and western portions of the PC are, locally derived, Miocene aged marine and subaerial units of the Viejo Formation (Mv). Deposited in the PC, on both sides of the Fault, is a thick (200+ feet), locally derived, subaerial Garnet Fanglomerate Member of the Mv. This subaerial unit has been mapped as Quaternary in age by Christensen (1957), Ewing (2014), Smart (2018) and Bykerk-Kauffman et al. (2018). Winker and Kidwell (1996) mapped the subaerial gravels as Miocene. On both sides of the Fault, conformably deposited on the Garnet Fanglomerate is the near-shore marine, Miocene aged, Garnet Member of the Mv. Unconformably deposited on the Garnet Member, on both sides of the Fault, is the near-shore marine, Miocene aged, Upper Garnet Member of the Mv. The Garnet Fanglomerate, Garnet and Upper Garnet Members appear to be unique to the PC. The PC is erosionally truncated in the central part of the horst. 1.2 km to the east of the truncation, in different graben produced by the Miocene aged, normal (listric) Amphitheater Fault, is a similar, Miocene aged PC. We believe this second PC is a continuation of the truncated PC to the west. Bykerk-Kauffman, A., Lucas, S. and Smart, J., 2018, The Painted Gorge fault, a potentially active dextral fault in the northeastern Coyote Mountains, Salton Trough, Calif.: GSA Abstracts with Programs. Vol. 50, No. 5. Christensen, A. D., 1957, Part of the geology of the Coyote Mountains area, Imperial County, Calif.: Unpublished M.S. Thesis, University of California at Los Angeles, 188p.
Community Participation to Promote Disaster Risk Reduction in Yogyakarta, Indonesia: A Qualitative Study

Ledoksari is one of the areas where natural disasters often occur, primarily floods every year. Therefore, the government designated the area as a disaster-resilient village to Promote Disaster Risk Reduction. Active community participation is needed for the success of the program. An evaluation program is required to explain this. The purpose of this study is to explore community participation in developing a Disaster-resilient Urban Village. This study is a qualitative method with in-depth interviews as data collection. Fifteen people were selected as research subjects by the purposive sampling technique. The study results show that the steps of activities in Ledoksari as a Disaster-resilient Urban Village are preparation, profiling, and disaster risk analysis. Then, the movement continued with mapping, community action plan, simulation, and review. Participation in planning, implementing, evaluating, and utilizing the results is formed community participation. Meanwhile, the lack of public awareness to be actively involved in each activity was claimed as a barrier. The community has participated well and actively in the implementation and utilization of the results. But, the study shows the whole community has not been completely involving in the planning and the evaluation process.
Design and Implementation of In-Memory Database System for Efficient Information Retrieval

The aim of design and implementation of this database is to minimize the retrieval time of various operations like Read, Search and Update then comparing the retrieval time on both the primary storage and secondary storage. The comparison will be done by using a suitable Data-Structure and an appropriate Indexing scheme which will help us to efficiently retrieve data. To perform this task selection of a suitable programming language is must. The result of comparison will be in the form of a time that is obtained by comparing the various database operations on both primary as well as secondary storage relies. IMDB’s shows great results when we deal with massive amount of data and we can retrieve data in short amount of time as compared to the secondary storage. Variations in amount of dataset are considered to show that with increase in the dataset the system responds to the queries more efficient. Difference between this database and the existing databases is that it will be using Data-Structure to segregate and sort the present data first thereafter using indexing scheme in searching data and applying different operations which will result in faster responses. Selection of a suitable data-set and performing operations on a massive amount of data of that data-set and comparing the retrieval time.
Research Guides: Open Access: Finding Open Access Articles

This subject guide is intended to serve as a learning tool to educate our users on open access and the changing world of scholarly communications.
Play with trained hierarchical reinforcement learning agents in two common games

Participants will have an opportunity to learn the basic concepts of reinforcement learning. They can engage with a recently developed reinforcement learning system to play two different games, Con...
Pelatihan Penggunaan Laboratorium Maya untuk Meningkatkan Literasi Digital Guru Dan Siswa SMP Negeri 3 Secang

Online learning is now an obligation for all schools to organize learning during the pandemic. Experimental learning can be carried out using virtual laboratory. Generally, virtual laboratories that are widely used are simulation-based which are easy to use and can serve practical learning online or online. When pandemic, Teachers and students do not have to meet face to face to carry out learning. Teachers can directly direct to the website or virtual laboratory application accompanied by experimental steps and worksheets for each activity. Then students can independently practice according to the direction of the teacher. For that reason, Integrated Science Department, UNNES provides virtual laboratory training for teacher, especially for Science Teacher Group in Magelang. The training program held online using video conference and the participant got assistance by Whatsapp Group. Participants created an experimental lesson using a virtual laboratory. This training gains quality digital literacy of science teacher that support online learning during pandemic.
Securing Physical Government Identification Cards Using QR Code Encoding and Multi-Factor Authentication

This paper seeks to explain the need and means to improve the security of Government issued ID cards which contain sensitive data which is explicitly shown. This can potentially lead to data theft and misuse. So, in order to combat such heinous crimes, in this paper we propose a solution wherein we use secured QR codes along with multi-factor authentication, which would allow only authorized users to gain access to the information present in the card. Furthermore, the ID card can be deactivated when users misplace their card.
THE EFFECT OF GALLERY WALK STRATEGY ON STUDENTS' WRITING ABILITY IN DESCRIPTIVE PARAGRAPH OF TENTH GRADE AT SMK SWASTA PALAPA BINJAI

The objective of this study is to find out the effect of effect of gallery walk strategy on students' writing ability in descriptive paragraph. This study applied quasi experimental research. This study was conducted of the tenth grade students at SMK Swasta Palapa Binjai as the population of the study. The sample was selected by using random sampling, with 50 students as the sample of this study. the writer used clas X-AP which consist of 25 students as the experimental class and X-TSM which consist of 25 students as controlled class.. The data collected from this study were analyzed using t-test formula. The result from calculating the data was t-observation (to = 7,73) and t-table (tt = 1.67). Based on the statistical calculation, it showed that to is higher than tt in significant level 5%. Therefore the alternative hypothesis (Ha) is accepted and the null hypothesis (Ho) is rejected. It means that there was an effect of Gallery Walk Strategy on Students’ Writing Ability in Descriptive Paragraph of Tenth Grade at SMK Swasta Palapa Binjai.
NICE: Neural Image Commenting with Empathy.

Emotion and empathy are examples of human qualities lacking in many human-machine interactions. The goal of our work is to generate engaging dialogue grounded in a user-shared image with increased emotion and empathy while minimizing socially inappropriate or offensive outputs. We release the Neural Image Commenting with Empathy (NICE) dataset consisting of almost two million images and the corresponding human-generated comments, a set of human annotations, and baseline performance on a range of models. In-stead of relying on manually labeled emotions, we also use automatically generated linguistic representations as a source of weakly supervised labels. Based on these annotations, we define two different tasks for the NICE dataset. Then, we propose a novel pre-training model - Modeling Affect Generation for Image Comments (MAGIC) - which aims to generate comments for images, conditioned on linguistic representations that capture style and affect, and to help generate more empathetic, emotional, engaging and socially appropriate comments. Using this model we achieve state-of-the-art performance on one of our NICE tasks. The experiments show that the approach can generate more human-like and engaging image comments.
TEACHERS AND STUDENTS PERCEPTION ON THE IMPLEMENTATION OF CURRICULUM 2013

This study aims know the students and teachers perception the English curriculum 2013 of SMA Muhammadiyah 1 Purwokerto. 25 students and 3 teachers was used as the subject of the reseach. the data was collected by two forms of a single questionnaire consisting of the same items for students and teachers. In order to find out answers to the questions of the research, the questionnaire was developed by the researcher in the frame of Stufflebeam’s CIPP evaluation model principles. According to the responses to the scales representing English curriculum components such as context, input, process and product, we conclude that, mostly, teachers and students tend to support all four of these curriculum components. However, we noted significant and substantial differences in the support given to the four components of the curriculum. Some significant differences concerning some items of the context, input, process and product components of the curriculum were observed.
Analysis on the Role Transformation of College English Teachers under the Background of MOOC Class

MOOC class is a novel modern teaching mode. The application of MOOC class has a far-reaching impact on China’s traditional teaching mode. Under the background of teaching, more and more teachers have changed their traditional educational ideas and innovated teaching methods; College English teachers should also size up the situation, and carry out teaching innovation based on the advantages of admiring the class, so as to flexibly change their classroom role and actively improve their professional teaching ability. By maximizing the value of MOOC course in English teaching, we can lay a foundation for the effective reform of this course.
Dist Frequent Next Neighbours: A Distributed Galois Lattice Algorithm for Frequent Closed Itemsets Extraction

The general purpose of this paper is to propose a distributed version of frequent closed itemsets extraction in the context of big data. The goal is to have good performances of frequent closed itemsets extraction as frequent closed item-sets are bases for frequent itemsets. To achieve this goal, we have extended the Galois lattice technique (or concept lattice) in this context. Indeed, Galois lattices are an efficient alternative for extracting closed itemsets which are interesting approaches for generating frequent itemsets. Thus we proposed Dist Frequent Next Neighbour which is a distributed version of the Frequent Next Neighbour concept lattice construction algorithm, which considerably reduces the extraction time by parallelizing the computation of frequent concepts (closed itemsets).
Translating a Financial Article about Bitcoin in an Industry Magazine in PT. Solusi Bahasa Internasional (Translexi)

ABSTRACTThis report is written based on the internship experience at PT. Solusi BahasaInternasional (Translexi), Special Region of Yogyakarta starting from 27th January2020 to 20th March 2020. The objectives of the internship are to write and produce a good translation for some projects like a financial article in an industry magazine in PT. Solusi Bahasa Internasional (Translexi). I used three steps of translation. They were analysing, transferring, and restructuring the translation projects. There were some problems faced during conducting the project. The problems were related to translating unfamiliar phrases or terms and bad internet connection. The solutions were looking for the definition of the unfamiliar terms in the online dictionary and articles.
Improvement Of Writing Batik Skills Of Pkk Women, Tajinan Village, Kepanjen District, Malang Regency

The purpose of this service at PKK RW.06 Tajinan village, Kepanjen sub-district, Malang Regency is to empower PKK members with various activities that can improve their economy. Activities carried out by making batik from the initial process until it becomes batik cloth and processing it into skills that have economic value. The method used is by transferring knowledge to members of PKK RW.06 Tajinan village, Kepanjen sub-district, Malang Regency, covering the process of batik until it becomes a skill that is ready to be sold. and food packaging with direct assistance. Results devotion to community train skills member of PKK RW.06 Tajinan village, Kepanjen sub-district, Malang Regency in the resulting batik PKK members.
Metodologias de avaliação de sistemas de informação: Um estudo nas produções científicas dos campos de Ciência da Informação e Sistemas de Informação

Information systems assessment (ASI) is an issue of interest to all areas of knowledge that are concerned with meeting the needs of users who make more and more frequent use of the most diverse information systems. Some of these areas are Information Science (CI) and Information Systems (SI). In this context, the present work aims to present some ASI methodologies used in the perspective of CI and SI. As methodological procedures, a bibliographic survey was carried out on the scientific productions available in databases and journals in the areas of Information Science and Information Systems, which are part of the CAPES Journal Portal. It is a qualitative research, based on bibliographic research on the theme “evaluation of information systems”. Based on this study, it was possible to highlight some of the IS evaluation models adopted in both fields.
Industrial Training Report: Perpustakaan Politeknik Kuching / Norzieana Mohammad Nasir

Industrial training is one of the compulsory study requirements in order to fulfill students to hold a degree. It is a challenge to anyone who involved on it. I have chosen to do my internship at two different libraries which are academic library, Perpustakaan Politeknik Kuching Sarawak, and public library, Pustaka Negeri Sarawak. I have been in both organizations for 5 months starting 1st August 2019 until 31st October 2019 at Perpustakaan Politeknik Kuching Sarawak, meanwhile from 1st November 2019 until 31st December 2019 at Pustaka Negeri Sarawak. The report of this industrial training consists of 4 chapters which are the introduction, organizational information, industrial training activities, and industrial training reflection. The main inputs for this report are in chapter 3 and chapter 4. I will explain in details about the activities and tasks have been done within 5 months of my industrial training as well as the special project I have done for Perpustakaan Politeknik Kuching Sarawak. Chapter 4 will cover about my knowledge gained, personal thoughts, lesson learnt, and limitation and suggestion from my perspective. I have been exposed to the working environment and obtain many knowledge and experiences during my industrial training.
Sistem Penjualan Furnitur Berbasis Web Pada Cv. Ferdiosa

FERDIOSA one of the companies engaged in the sale of furniture. So far CV.FRDIOSA socialization is still done simply by phone and visits. This is a less effective and efficient way because in addition to requiring a lot of time, it also requires a lot of costs to be incurred. Therefore CV. FERDIOSA should have a growing marketing strategy. For that required an application in the form of a website that is able to provide information about products to customers quickly via the internet. This problem can be overcome with website pembutanulangi as a medium that allows customers in obtaining information about the price, type, image and size of products that are marketed CV. FERDIOSA. With the website, customers can place orders even though the place of sale is very far