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Pembelajaran MBKM dan Luarannya
Program Merdeka Belajar-Kampus Merdeka (MBKM) bertujuan untuk memberikan kebebasan kepada mahasiswa dalam menentukan jalannya pendidikan, baik dalam pemilihan mata kuliah, metode pembelajaran, hingga pengalaman belajar di luar kelas. Dengan memberikan mahasiswa lebih banyak kebebasan dalam menentukan jalannya pendidikan, diharapkan kualitas pendidikan di perguruan tinggi dapat meningkat. Program ini dapat membantu mahasiswa untuk mengembangkan keterampilan seperti kepemimpinan, kerja sama tim, dan kreativitas melalui pengalaman belajar yang beragam. Dengan memberikan kesempatan kepada mahasiswa untuk belajar di luar kelas, program ini juga dapat mendorong pengembangan jiwa kewirausahaan di kalangan mahasiswa.
Clustering for Data Mining
Often considered more as an art than a science, the field of clustering has been dominated by learning through examples and by techniques chosen almost through trial-and-error. Even the most popular clustering methods--K-Means for partitioning the data set and Ward's method for hierarchical clustering--have lacked the theoretical attention that wou
Multidimensional Nonlinear Descriptive Analysis
Quantification of categorical, or non-numerical, data is a problem that scientists face across a wide range of disciplines. Exploring data analysis in various areas of research, such as the social sciences and biology, Multidimensional Nonlinear Descriptive Analysis presents methods for analyzing categorical data that are not necessarily sampled randomly from a normal population and often involve nonlinear relations. This reference not only provides an overview of multidimensional nonlinear descriptive analysis (MUNDA) of discrete data, it also offers new results in a variety of fields. The first part of the book covers conceptual and technical preliminaries needed to understand the data ana...
Recommender Systems
In this age of information overload, people use a variety of strategies to make choices about what to buy, how to spend their leisure time, and even whom to date. Recommender systems automate some of these strategies with the goal of providing affordable, personal, and high-quality recommendations. This book offers an overview of approaches to developing state-of-the-art recommender systems. The authors present current algorithmic approaches for generating personalized buying proposals, such as collaborative and content-based filtering, as well as more interactive and knowledge-based approaches. They also discuss how to measure the effectiveness of recommender systems and illustrate the methods with practical case studies. The final chapters cover emerging topics such as recommender systems in the social web and consumer buying behavior theory. Suitable for computer science researchers and students interested in getting an overview of the field, this book will also be useful for professionals looking for the right technology to build real-world recommender systems.
Teaching Introductory Physics
This book is an invaluable resource for physics teachers. It contains an updated version of the author's A Guide to Introductory Physics Teaching (1990), Homework and Test Questions (1994), and a previously unpublished monograph "Introduction to Classical Conservation Laws."
Link Mining: Models, Algorithms, and Applications
This book offers detailed surveys and systematic discussion of models, algorithms and applications for link mining, focusing on theory and technique, and related applications: text mining, social network analysis, collaborative filtering and bioinformatics.
Effective Writing
A useful guide to all the stages of the writing process. Effective Writing guides the writer through all the stages of the writing process: planning, critical thinking, generating and organizing ideas, writing the draft, revising, and designing for presentation. Throughout the text, Effective Writing stresses coherence, conciseness, and clarity as the most important qualities of the writing done by accountants. This edition includes many new and revised assignments that reinforce the concepts covered in the text, as well as coverage on ethics in communication.
A Guide to Introductory Physics Teaching
A guide to teaching introductory physics, from high school to calculus-based college courses, this instructional tool presents systematic observations based upon research into how physics students come to learn and understand physical concepts, models and lines of reasoning. Includes many examples of test questions and homework problems.
Applications of Data Mining to Electronic Commerce
Applications of Data Mining to Electronic Commerce brings together in one place important contributions and up-to-date research results in this fast moving area. Applications of Data Mining to Electronic Commerce serves as an excellent reference, providing insight into some of the most challenging research issues in the field.
Ecological Urban Architecture
The goal of advancing eco cities often remains confined to political or technological issues. This book establishes a focus on architectural and infrastructural design approaches to sustainable urban development.
