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Buku Ajar Metodologi Penelitian Ilmu Komputer : Dilengkapi dengan Studi Kasus
Buku Ajar Metodologi Penelitian Ilmu Komputer ini disusun sebagai buku panduan komprehensif yang menjelajahi kompleksitas dan mendalamnya tentang ilmu komputer. Buku ini dapat digunakan oleh pendidik dalam melaksanakan kegiatan pembelajaran di bidang ilmu metodologi penelitian ilmu komputer dan diberbagai bidang Ilmu terkait lainnya. Buku ini dapat digunakan sebagai panduan dan referensi mengajar mata kuliah metodologi penelitian ilmu komputer dan menyesuaikan dengan Rencana Pembelajaran Semester tingkat Perguruan Tinggi masing-masing. Secara garis besar, buku ajar ini pembahasannya mulai dari Pengenalan dan Konsep Dasar Penelitian Ilmu Komputer, Pendekatan dan Tahapan Penelitian, Kajian Literatur Penelitian, Jenis Jenis Penelitian, Studi Kasus Penelitian Bidang sistem pengambilan keputusan. selain itu materi penting lainnya seperti Studi Kasus Penelitian Bidang Data Mining dan Studi Kasus Penelitian Bidang Sistem Pakar juga di bahas secara mendalam. Buku ajar ini disusun secara sistematis, ditulis dengan bahasa yang jelas dan mudah dipahami, dan dapat digunakan dalam kegiatan pembelajaran.
Sistem Informasi Manajemen: Panduan Praktis dalam Pembangunan Sistem Informasi Manajemen
Buku "Sistem Informasi Manajemen: Panduan Praktis dalam Pembangunan Sistem Informasi Manajemen" menawarkan pandangan yang komprehensif dan praktis tentang bagaimana mengembangkan sistem informasi manajemen yang efektif. Melalui penjelasan yang sistematis, pembaca dibimbing melalui konsep dasar SIM, peran, dan manfaatnya dalam konteks pengambilan keputusan bisnis. Buku ini tidak hanya mengulas tahapan-tahapan penting seperti identifikasi kebutuhan bisnis, analisis proses bisnis, dan perancangan sistem informasi, tetapi juga memberikan wawasan tentang pengelolaan data, pengamanan sistem, serta studi kasus yang mengilustrasikan penerapan SIM dalam berbagai industri. Dengan fokus pada kejelasan bahasa dan ketepatan panduan, buku ini merupakan sumber daya yang berharga bagi profesional teknologi informasi, manajer, dan mahasiswa yang ingin memahami dan mengimplementasikan SIM untuk meningkatkan efisiensi dan produktivitas organisasi. Dari pemula hingga ahli, pembaca akan menemukan informasi yang berguna dan praktis yang dapat membantu mereka menghadapi tantangan dalam mengembangkan dan mengelola sistem informasi manajemen yang efektif sesuai dengan kebutuhan bisnis mereka.
IMPLEMENTASI SISTEM PENDUKUNG KEPUTUSAN : Teori & Studi Kasus
Buku ini sebagai referensi atau panduan bagi akademisi, mahasiswa, peneliti dan praktisi yang membahas tentang sistem pendukung keputusan (SPK) dan penerapannya dalam dunia pendidikan, penelitian, kerja dan bisnis, terdiri dari dua bagian utama, yaitu teori dan studi kasus. Bagian teori menjelaskan tentang pengantar dan konsep dasar SPK, Analisis Kebutuhan SPK, Perancangan SPK dan Evaluasi dan Pemiliharaan SPK. Sedangkan bagian studi kasus menyajikan beberapa contoh penerapan SPK dalam berbagai bidang menggunakan metode-metode yang populer saat ini, seperti studi kasus SPK Metode SAW,ROC, AHP, TOPSIS,FUZZY MAMDANI, WP, MOORA, SMART, dan study kasus SPK Metode Profile Matching. Melalui buku i...
Gesture Recognition
This book presents a thorough analysis of gestural data extracted from raw images and/or range data with an aim to recognize the gestures conveyed by the data. It covers image morphological analysis, type-2 fuzzy logic, neural networks and evolutionary computation for classification of gestural data. The application areas include the recognition of primitive postures in ballet/classical Indian dances, detection of pathological disorders from gestural data of elderly people, controlling motion of cars in gesture-driven gaming and gesture-commanded robot control for people with neuro-motor disability. The book is unique in terms of its content, originality and lucid writing style. Primarily intended for graduate students and researchers in the field of electrical/computer engineering, the book will prove equally useful to computer hobbyists and professionals engaged in building firmware for human-computer interfaces. A prerequisite of high school level mathematics is sufficient to understand most of the chapters in the book. A basic background in image processing, although not mandatory, would be an added advantage for certain sections.
Expert Systems
Presents a step-by-step methodology for designing expert systems. Each chapter on design methodology starts with a problem and leads the reader through the design of a system which solves that problem.
Data Mining with Microsoft SQL Server 2008
Eine praxisorientierte Einführung in das Data Mining Toolset des SQL Server 2008 und die neuen Data Mining Add-Ins für Office 2007. Enthält detaillierte Erläuterungen und Beispiele zu allen neuen Data Mining Features des SQL Server 2008. Gibt präzise Anleitungen zum Arbeiten mit den wichtigsten Data Mining-Algorithmen, (Naive Bayes-, Decision Trees-, Time Series-, Sequence Clustering-, Association- und Neural Network-Algorithmus), zum Data Mining in OLAP Datenbanken und mit SQL Server Integration Services 2008. Die begleitende Website enthält den kompletten Quellcode zu den Beispielen aus dem Buch.
Oil Price Volatility and the Role of Speculation
How much does speculation contribute to oil price volatility? We revisit this contentious question by estimating a sign-restricted structural vector autoregression (SVAR). First, using a simple storage model, we show that revisions to expectations regarding oil market fundamentals and the effect of mispricing in oil derivative markets can be observationally equivalent in a SVAR model of the world oil market à la Kilian and Murphy (2013), since both imply a positive co-movement of oil prices and inventories. Second, we impose additional restrictions on the set of admissible models embodying the assumption that the impact from noise trading shocks in oil derivative markets is temporary. Our additional restrictions effectively put a bound on the contribution of speculation to short-term oil price volatility (lying between 3 and 22 percent). This estimated short-run impact is smaller than that of flow demand shocks but possibly larger than that of flow supply shocks.
Time Series and Panel Data Econometrics
This book is concerned with recent developments in time series and panel data techniques for the analysis of macroeconomic and financial data. It provides a rigorous, nevertheless user-friendly, account of the time series techniques dealing with univariate and multivariate time series models, as well as panel data models. It is distinct from other time series texts in the sense that it also covers panel data models and attempts at a more coherent integration of time series, multivariate analysis, and panel data models. It builds on the author's extensive research in the areas of time series and panel data analysis and covers a wide variety of topics in one volume. Different parts of the book...
Macroeconomic Responses to the COVID-19 Pandemic
This book examines economic policies utilized within Southeast Europe in response to the COVID-19 pandemic. Covering countries both within and outside the European Union, the human and economic cost of the pandemic is calculated using macroeconomic models from a short and longer term perspective. The economic policies used during the pandemic are analyzed, alongside crisis management approaches, to highlight the effectiveness of monetary policy, fiscal policies and potential future economic solutions for the post COVID-19 period. This book aims to provide policy recommendations based on findings from Southeast Europe. It is relevant to researchers and policymakers involved in economic policy and the political economy, as well as anyone interested in the responses to the COVID-19 pandemic.
Africa's Infrastructure
Sustainable infrastructure development is vital for Africa's prosperity. And now is the time to begin the transformation. This volume is the culmination of an unprecedented effort to document, analyze, and interpret the full extent of the challenge in developing Sub-Saharan Africa's infrastructure sectors. As a result, it represents the most comprehensive reference currently available on infrastructure in the region. The book covers the five main economic infrastructure sectors--information and communication technology, irrigation, power, transport, and water and sanitation.'Africa's Infrastructure: A Time for Transformation' reflects the collaboration of a wide array of African regional ins...
