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This is an open access book. Indonesia, as a member of ASEAN, is now facing the ASEAN Economic Community (AEC) 2016. The AEC will support the ASEAN’s transformation into a region that guarantees free movement of goods, services, capital, and skilled labors. This will make ASEAN an even more dynamic and competitive region. In preparation for the AEC, the ASEAN member countries have ventured to improve the comparability and connectivity of their TVET systems. As an important component of human resources development, TVET is expected to play an active role in preparing the successful EAC. The implications of technological, economic and social trends are intervening factors that refine pedagogical strategies, leading to the molding of TVET as a more effective platform to catalyze pragmatic approaches to prepare the workforce for the new imperatives of the world of work. Regional integration and harmonization of TVET in the region have become key concerns and at the same time the strength of the ASEAN region. They are considered the overarching interventions needed in TVET to address major issues and challenges.
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Bukunya memperkenalkan konsep dasar yang diperlukan untuk merancang, menggunakan, dan mengimplementasikan sistem basis data dan aplikasi basis data. Presentasi kami menekankan dasar-dasar pemodelan dan desain basis data, bahasa dan model yang disediakan oleh sistem manajemen basis data, dan teknik implementasi sistem basis data. Buku ini dimaksudkan untuk digunakan sebagai buku teks pada matakuliah sistem basis data sebagai buku referensi. Tujuan buku ini memberikan presentasi yang mendalam dan terkini tentang aspek terpenting dari sistem basis data, serta teknologi terkait. Ada dua bab baru mengenai kemajuan terkini dalam sistem basis data dan pemrosesan data besar; satu bab baru (Bab 13) mencakup pengenalan kelas sistem basis data baru yang dikenal sebagai basis data NOSQL, dan bab baru lainnya (Bab 14) mencakup teknologi untuk memproses data besar, termasuk MapReduce dan Hadoop. Bab mengenai pemrosesan dan optimalisasi kueri telah diperluas dan disusun ulang pada bab 11 Bab 11 berfokus pada strategi dan algoritma untuk pemrosesan kueri sedangkan Bab 12 berfokus pada teknik pengoptimalan kueri.
We are delighted to introduce the proceedings of the third edition of the International Conference on of Education and Science. The 3rd International Conference of Education and Science (ICES) Universitas Kristen Indonesia will be an annual event hosted by Education and Teacher Training Faculty, Universitas Kristen Indonesia. This year (2021), will be the third ICES UKI will be held on 17-18 November 2021 at Education and Teacher Training Faculty, Universitas Kristen Indonesia, Indonesia. This conference has brought researchers, developers and practitioners around the world. The theme of ICES 2021 was “Research and Education Sustainability Post COVID-19 in Asian Context” . The 3rd Intern...
This is an open access book. The development and use of new technologies have accelerated considerably in recent decades. Researchers and experts are encouraged to innovate in across fields in support of sustainable development (SDGs) especially in education. The 3rd International Conference on Education and Technology (ICETECH 2022), organized by Universitas PGRI Madiun (UNIPMA) Indonesia, accommodates researchers, experts, academics, educators, stakeholders, and students to exchange experiences through research results in TEAM Based Education, Digital Literacy in Education, Applied Science in Education, Digital Education, Curriculum and Instruction, Social Science Education.
Tersusunnya buku ini merupakan hasil dari penelitian yang telah diuji dan telah dilakukan kevalidannya oleh para ahli di bidangnya. Buku ini berisikan bagaimana model karier mahasiswa menggunakan sistem pakar yang telah diterapkan pada mahasiswa Sistem Informasi. Buku ini merekomendasikan bagaimana mahasiswa setelah menjadi sarjana dapat berkarier sesuai dengan profil lulusan Sistem Informasi dengan melakukan percobaan menggunakan konsep sistem pakar sebagai rekomendasinya.
Judul : IMPLEMENTASI DATA MINING (Clastering, Association, Prediction, Estimation, Classification) Penulis : 1. Rulin Swastika 2. Siti Mukodimah 3. Ferry Susanto 4. Muhamad Muslihudin 5. Sri Ipnuwati Editor : Didi Susianto, M.Kom Suyono, M.T.I Ukuran : 15,5 x 23 cm Tebal : 124 Halaman No ISBN : 978-623-497-285-6 Sinopsis Pada dasarnya keberadaan data mining dibutuhkan mengingat semakin banyaknya informasi di era teknologi seperti data transaksi bisnis, data ilmiah, gambar, video dan data-data lainnya. Dengan banyaknya data tersebut dibutuhkan sistem yang mampu mengekstraksi esensi dari semua informasi yang tersedia dan membuat ringkasan untuk membantu pengambilan keputusan yang lebih baik. A...
The knowledge discovery process is as old as Homo sapiens. Until some time ago this process was solely based on the ‘natural personal' computer provided by Mother Nature. Fortunately, in recent decades the problem has begun to be solved based on the development of the Data mining technology, aided by the huge computational power of the 'artificial' computers. Digging intelligently in different large databases, data mining aims to extract implicit, previously unknown and potentially useful information from data, since “knowledge is power”. The goal of this book is to provide, in a friendly way, both theoretical concepts and, especially, practical techniques of this exciting field, ready to be applied in real-world situations. Accordingly, it is meant for all those who wish to learn how to explore and analysis of large quantities of data in order to discover the hidden nugget of information.
Introduction to Measurement Theory bridges the gap between texts that offer a mathematically rigorous treatment of the statistical properties of measurement and ones that discuss the topic in a basic, cookbook fashion. Without overwhelming novices or boring the more mathematically sophisticated, the authors effectively cover the construction of psychological tests and the interpretation of test scores and scales; critically examine classical true-score theory; and explain theoretical assumptions and modern measurement models, controversies, and developments. Practical applications, examples, and study questions facilitate a better understanding of the uses and limitations of common measures of test reliability and validity and how to perform the basic item analysis necessary for test construction.
This book discusses Change Management Impact Analysis and how this method is used to analysis the risks and benefits of a change management initiative when it pertains to obtaining critical insight into how the change management program budget should be allotted. The process also offers useful indicators for what areas within the system should be monitored during the change management process. This book presents theoretical analysis of practical implications and surveys, along with analysis. It covers the functions aimed at identifying various stakeholders associated with the software such as requirement component, design component, and class component. The book talks about the interrelation...