scholarly journals Call for Papers: “Process Data in Computer-Based Assessment: Opening the Black Box”

2021 ◽  
Vol 37 (2) ◽  
pp. 161-162
Keyword(s):  
Black Box ◽  
Process Data ◽  
Computer Based

Review of the Applications of Deep Learning in Bioinformatics

2021 ◽  
Vol 15 (8) ◽  
pp. 898-911
Author(s):  
Yongqing Zhang ◽  
Jianrong Yan ◽  
Siyu Chen ◽  
Meiqin Gong ◽  
Dongrui Gao ◽  
...  
Keyword(s):  
Deep Learning ◽  
Drug Discovery ◽  
Biomedical Imaging ◽  
State Of The Art ◽  
Black Box ◽  
Medical Data ◽  
Biological Data ◽  
High Dimensional ◽  
Biological Research ◽  
Process Data

Rapid advances in biological research over recent years have significantly enriched biological and medical data resources. Deep learning-based techniques have been successfully utilized to process data in this field, and they have exhibited state-of-the-art performances even on high-dimensional, nonstructural, and black-box biological data. The aim of the current study is to provide an overview of the deep learning-based techniques used in biology and medicine and their state-of-the-art applications. In particular, we introduce the fundamentals of deep learning and then review the success of applying such methods to bioinformatics, biomedical imaging, biomedicine, and drug discovery. We also discuss the challenges and limitations of this field, and outline possible directions for further research.

scholarly journals COMPUTER BASED TEST (CBT) PADA SEKOLAH TINGGI TARAKANITA JAKARTA MENGGUNAKAN METODE COMPUTERIZED FIXED-FORM TEST (CFT)

2017 ◽  
Vol 4 (1) ◽  
Author(s):  
Petrus Dwi Ananto Pamungkas
Keyword(s):  
High School ◽  
Management System ◽  
Learning Management System ◽  
Black Box ◽  
Application Development ◽  
Final Exam ◽  
Black Box Testing ◽  
Computer Based ◽  
Learning Management ◽  
Waterfall Model

[Id] Ujian merupakan salah satu tahapan yang biasa digunakan untuk mengevaluasi kemampuan seseorang dalam melakukan serangkaian kegiatan. Dalam serangkaian kegiatan pembelajaran di Sekolah Tinggi Tarakanita juga perlu suatu tahapan dalam mengukur kemampuan seorang mahasiswa. Tahapan ujian tersebut dilakukan dua kali dalam satu semester, yaitu ujian tengah semester dan ujian akhir semester. Dengan jumlah sekitar 900 mahasiswa, setiap ujian berlangsung maka Sekolah Tinggi Tarakanita harus menyiapkan sekitar 64.800 sampai 108.000 lembar kertas atau sekitar 130 sampai 216 rim kertas ukuran F4 (folio) yang hanya digunakan saat ujian berlangsung. Setelah kegiatan ujian selesai maka lembaran soal ujian tidak digunakan dan akan ditumpuk dalam gudang. Selain mendukung program pemerintah dalam kampanye o Green/em> ternyata soal ujian berbasis Computer Based Test (CBT) juga mampu menghemat biaya sampai 80% untuk setiap kali kegiatan ujian berlangsung. Melalui integrasi Learning Management System (LMS) yang dibangun di Sekolah Tinggi Tarakanita maka soal ujian berbasis Computer Based Test (CBT) ini dapat dilaksanakan dengan baik. Dengan menggunakan metode penelitian eksperimen maka dirancang sebuah aplikasi soal ujian berbasis Computer Based Test (CBT). Sedangkan metode pengembangan aplikasi yang digunakan adalah waterfall model dengan black box testing sebagai metode yang dipilih untuk pengujian aplikasi. Adapun hasil ujicoba aplikasi menunjukkan bahwa soal ujian berbasis Computer Based Test (CBT) dapat dilaksanakan dengan baik melalui dukungan sarana dan prasarana yang sudah tersedia. Bahkan hasil ujian pun dapat langsung diketahui beserta lokasi benar dan salah ada di nomor mana saja. Oleh karena itu, aplikasi ini juga dapat digunakan sebagai latihan dalam persiapan menghadapi ujian. [En] The test is one of the stages used to evaluate a person's ability to perform a series of activities. In a series of learning activities at Sekolah Tinggi Tarakanita also need a step in measuring ability of a student. Stages of the exam is done twice in one semester, the midterm exam and the final exam of the semester. With about 900 students, each exam is ongoing so Tarakanita High School must prepare around 64,800 to 108,000 sheets of paper or about 130 to 216 reams of F4 size (folio) paper that is only used during the test. After the exam is over, the exam sheet is not used and will be stacked in the warehouse. In addition to supporting government programs in the campaign "Go Green" was a matter of test based Computer Based Test (CBT) is also able to save costs up to 80% for each time the examination takes place. Through the integration of Learning Management System (LMS) built at Tarakanita High School, this Computer Based Test (CBT) based test can be implemented well. By using the experimental research method then designed an application test questions based on Computer Based Test (CBT). While the application development method used is waterfall model with black box testing as the method chosen for testing the application. The results of the application test show that the question of Computer Based Test (CBT) based test can be done well through the support of facilities and infrastructure that are already available. Even the test results can be directly known along with the correct location and wrong in any number. Therefore, this application can also be used as an exercise in preparation for exams.

scholarly journals Calculating Therapeutic Compliance

2018 ◽  
pp. 30-51 ◽  
Author(s):  
Martina Klausner
Keyword(s):  
Physical Parameters ◽  
Therapeutic Effects ◽  
Process Data ◽  
Generative Process ◽  
The Core ◽  
Theoretical Approaches ◽  
Therapeutic Measures ◽  
Computer Based ◽  
Technological Processing ◽  
Incremental Process

This article discusses calculation practices in the development of a monitoring device, aimed at improving therapeutic compliance of children and teenagers suffering from a deformation of the spine. In managing the complexities of physical parameters, therapeutic measures and interventions in every day life, numbers are central participants in inferring from and interfering into bodies and behaviours. Numbers are input and output of such monitoring systems, translating, circulating and visualizing body conditions, therapeutic effects and suggesting action. At the core of this generative process of capturing and interpreting data are algorithms as common participants of managing the complexities of vast amounts of data and providing the basis for interference in people’s lives. They process data and provide seemingly unambiguous numerical outcome, based on mathematical-technological processing of information. Attending to the incremental process of “learning algorithms” as central part of the system’s development allows me to describe the robustness of certain modes of inference. Beyond using the specific case as an exemplary for computer-based numerical inference and interference, the article is an attempt to probe and complement two theoretical approaches to the numerical management of complexity: Helen Verran’s focus on numbers’ performative properties and the potential tensions arising from divergent numerical orderings; and Paul Kockelman’s sieving of inferential and indexical chains along the generation of meaning and ontological transformativities.

scholarly journals Analisis Data Sistem Informasi Geografis Rumah Tidak Layak Huni (RTLH) Menggunakan Metode Fuzzy Logic

2020 ◽  
Vol 4 (6) ◽  
Author(s):  
Khairil Hamdi
Keyword(s):  
Fuzzy Logic ◽  
Local Governments ◽  
Human Life ◽  
Process Data ◽  
Location Data ◽  
The Family ◽  
Computer Based ◽  
Family Housing ◽  
Input Variables

Houses and other types of housing are things that cannot be separated from the needs of human life. The house function as a place to refuge, a place to live, and to gather with family. Proper housing is the basic need of all people who will strengthen the family, as the main pillar of the nation's strength, at the same time acting as a bastion against various health risks. The properness of a house for family housing becomes the basis for the growth and development of a better family life. Roofs, floors, and walls (aladin) are indicator data of whether a house is proper or not at the time of the survey. An adaptive, flexible and interactive computer-based system is used to solve unstructured problems so the more valuable decisions can be produced. This study describes how to process data using fuzzy logic methods. The expected result is to support the decision whether or not a house is feasible are in accordance with the facts and location data in the field. To determine which housing are categorized as severely damaged, moderate and lightly damaged by using the fuzzy logica method with roof, floor and wall variables as input variables so that local governments will find it easier to sort work priorities in the short, medium and long term

scholarly journals Sensors with Digital Output – A Metrological Challenge

2019 ◽  
Author(s):  
Michael Mende ◽  
Philipp Begoff
Keyword(s):  
Signal Processing ◽  
Internet Of Things ◽  
Measurement Uncertainty ◽  
Black Box ◽  
The Internet ◽  
Process Data ◽  
Digital Output ◽  
Calibration Standards ◽  
New Applications ◽  
The Internet Of Things

The Internet of Things (IoT) as well as many other new applications require sensors that can already process data inside the sensor and exchange the pre-processed data more or less directly with their environment. Such sensors typically have a digital output and thus challenge current calibration systems which usually have analogue input channels. Furthermore most calibration standards were written for an analogue world and do not fit to sensors with internal A/D converters and data pre-processing. Based on experiences of the authors with the calibration of accelerometers with digital output, the paper will give an overview over the challenges that we will face in a digital sensor world. How will calibration systems for such transducers will look like? How do I calculate a measurement uncertainty if the signal processing inside a sensor is a black box? The paper addresses the challenges and tries to give an outlook how to meet them.

scholarly journals Perancangan Sistem Informasi Selam Program Studi Ekowisata Bawah Laut Politeknik Negeri Manado

Jurnal MIPA ◽  
2019 ◽  
Vol 8 (3) ◽  
pp. 126
Author(s):  
Mex U. Pesik ◽  
Yonathan Parassa
Keyword(s):  
Information System ◽  
Data Processing ◽  
Processing System ◽  
Unit Testing ◽  
Process Data ◽  
Study Program ◽  
North Sulawesi ◽  
Study Programs ◽  
Computer Based ◽  
System Requirements

Ekowisata Wisata Bawah Laut adalah salah satu program studi di Politeknik Negeri Manado yang salah satu tujuannya adalah untuk mendukung dunia pariwisata di Indonesia Khususnya di Provinsi Sulawesi Utara. Pengolahan Data selam pada Program Studi Ekowisata Bawah Laut selama ini dilakukan dengan cara mencatat di buku.  Menyelam dimana, perangkat yang digunakan, waktu penyelaman dan hal lain yang menyangkut penyelaman dilakukan dengan cara mencatat.  Kebutuhan akan pengolahan data peyelaman berbasis komputer dirasakan sangat mendesak.  Selain untuk kebutuhan perekaman data, memproses dan dalam melaporkan kegiatan perkuliahan. Tujuan perancangan sistem informasi selam Program Studi Ekowisata Bawah Laut adalah merancang dan membuat sistem pengolahan data penyelaman berbasis komputer sehingga pengolahan data penyelaman yang selama ini dilakukan dengan cara mencatat di buku akan dilakukan dengan menggunakan aplikasi baik untuk merekam, memproses data dan menghasilkan informasi. Metode yang digunakan untuk membangun sistem menggunakan metode waterfall, dimulai dengan tahapan penetapan kebutuhan sistem, desain, implementasi dan pengujian unit, integrasi dan pengujian sistem kemudian tahapan operasi dan perawatan. Hasil dari penelitian ini adalah Perangkat Lunak Sistem informasi selam pada program studi ekowisata bawah laut Politeknik Negeri ManadoUnderwater Tourism Ecotourism is one of the study programs in the Manado State Polytechnic which one supports to support the world of tourism in Indonesia, especially in North Sulawesi Province. Diving Data Processing in the Underwater Ecotourism Study Program so far has been done by recovering in books. Diving where, equipment used, time diving and other things that save diving is done by recovering. The need for computer-based dive data processing was received very satisfactorily. In addition to the purposes of data recording, processing and reporting of lecture activities. The purpose of designing an information system for the Underwater Ecotourism Study Program is to organize and create a computer-based diving data processing system for data processing diving which has been done by updating books to be carried out using good applications to assist, process data and produce information. The method used to build the system using the waterfall method, starting with the stages of determining the system requirements, design, implementation and unit testing, integration and testing of the system begins the operation and maintenance stages. The results of this study are Dive Information System Software in the underwater ecotourism study program Manado State Polytechnic

High-School Students' Regulation of Learning During Computer-Based Science Inquiry

2005 ◽  
Vol 33 (2) ◽  
pp. 189-217 ◽  
Author(s):  
Fielding I. Winters ◽  
Roger Azevedo
Keyword(s):  
High School ◽  
High School Students ◽  
Prior Knowledge ◽  
Science Inquiry ◽  
External Support ◽  
Process Data ◽  
School Students ◽  
Post Test ◽  
Computer Based ◽  
High Prior Knowledge

Sixty-two high-school biology students, paired heterogeneously based on prior knowledge, learned about genetic using GenScope, a computer-based learning environment (CBLE), over four 90-minute class periods. Differences between low and high prior knowledge students emerged with convergence of verbal process data and pre- and post-test product data. The low prior knowledge students gained significantly in conceptual understanding from pre- to post-test, whereas the high prior knowledge students' understanding did not significantly change. In an analysis of their verbalizations, low prior knowledge students regulated their learning by relying on their partners for cognitive and other regulatory support whereas the high prior knowledge students spent most of their time regulating their own learning or providing external support for their lower prior knowledge peer. The results of this naturalistic study can potentially be used to inform educational practice by highlighting scaffolds that may foster self-regulated learning in a CBLE-mediated science inquiry context.

scholarly journals Prototipe Sistem Computer Based Test dengan Pengacakan Soal Menggunakan Metode Fisher-Yates Shuffle

2021 ◽  
Vol 8 (2) ◽  
pp. 81-89
Author(s):  
Aryajaya Alamsyah ◽  
Imam Marzuki Shofi ◽  
Hendra Bayu Suseno
Keyword(s):  
Black Box ◽  
Computer Based

Evaluasi pendidikan di Sekolah Menengah Kejuruan Negeri 2 Depok seperti Ulangan Harian, Ulangan Tengah Semester, Ulangan Akhir Semester, dan Ujian Sekolah Berstandar Nasional belum terkomputerisasi. Evaluasi pendidikan yang belum terkomputerisasi ini mengakibatkan perlunya biaya untuk penggandaan soal dan waktu untuk proses koreksi jawaban. Oleh karena itu, solusi untuk menjawab masalah tersebut adalah pembuatan sebuah sistem terkomputerisasi untuk melakukan evaluasi pendidikan atau sering disebut sebagai computer-based test (CBT). Penelitian ini bertujuan untuk membuat sistem CBT di SMKN 2 Depok, sesuai dengan rencana pihak sekolah yang ingin merapkan sistem CBT pada evaluasi pendidikan. Penelitian ini menggunakan metode Fisher-Yates shuffle (FYS) untuk melakukan pengacakan soal. Metode pengembangan sistem yang digunakan adalah Waterfall. Alat yang digunakan dalam pembuatan CBT yaitu PHP, JavaScript, Bootstrap dan MySQL. Percobaan pada sistem CBT dilakukan dengan mengacak soal ujian yang terdiri atas 30 soal. Pengacakan soal dilakukan sebanyak 40 kali. Pengacakan soal yang dilakukan berhasil dengan baik, karena tidak terdapat urutan soal yang sama. Pengujian sistem dilakukan menggunakan metode black box. Hasil pengujian sistem menunjukan bahwa fungsional sistem sudah 100% berjalan dengan baik.

scholarly journals PERANCANGAN SISTEM PENDUKUNG KEPUTUSAN SERTIFIKASI PENDIDIK GURU SMP DI KABUPATEN MURUNG RAYA DENGAN METODE SIMPLE ADDITIVE WEIGHTING (SAW)

2020 ◽  
Vol 14 (1) ◽  
pp. 71-82
Author(s):  
Jadiaman Parhusip
Keyword(s):  
Teacher Certification ◽  
Process Data ◽  
Inaccurate Data ◽  
Systematic Effort ◽  
Legal Foundation ◽  
Computer Based ◽  
Final Score ◽  
Simple Additive Weighting ◽  
Database Engine

Means of government to improve quality of teacher is accomplished through teacher certification. It is done by selecting every teacher listed in Education Board in Indonesia. Lots of data of participants of the teacher certification and confusion of criteria in selection of the teacher certification done by committee of the teacher certification can cause inaccurate data of the eligible participants to be certified. It causes gap for teacher which is actually eligible to be certified. To overcome the situation, it is necessary to produce a computer-based systematic effort for every working unit, in this case is Education Board of Murung Raya Regency in Central Kalimantan. The Development of Decision Support System which was used in this study was started by analyzing available system and analyzing related literature, Government Regulations, which was used as legal foundation to process data related to the teacher certification. Teacher certification scoring used Simple Additive Weighting (SAW), which scored every datum and then was normalized by matrix. The result of matrix normalization obtained the final score of 7 (seven) criteria for every teacher which later will be ranked from the highest to the lowest. The rank was utilized to decide priority of teacher which was eligible to be certified. This application used Borland Delphi 7 as the programming language and MySQL as the database engine. The result of this study was a helping application to recommend teacher certification. Data which was produced by the application showed the similar result compared with the result of manual scoring from the institution. Therefore, it is suggested to implement the application since it is really helpful to assist the Education Board of Murung Raya, especially for employment construction to decide priority teacher to get the certification for every year as long as the regulation or policy does not change.

Sign in / Sign up

Export Citation Format

Share Document