NUMERICAL COMPUTING
For example, they will need to collect several articles related to numerical computing topics. During the lecture, everyone is expected to contribute to the discussion of what has been read.
ALGORITHM DESIGN AND ANALYSIS
For each topic they will be given assignments to complete before the topic is discussed in class. For example, they will need to collect several articles related to algorithm design and analysis.
DATA SCIENCE
Practical Linear Algebra for Data Science: From Fundamental Concepts to Applications Using Python, 1st Edition” by Mike Cohen (2022). Data Science: Connotation, Methods, Technologies and Development” Zongben Xu, Niansheng Tang, Chen Xu, Xueqi Cheng (2021).
ARTIFICIAL INTELLIGENCE
For example, they will need to collect several articles related to artificial intelligence topics. Students are expected to analyze the questions and present their findings in a group presentation.
RESEARCH METHODOLOGY AND SCIENTIFIC WRITING
Student research topics are expected to be based on the results of literature studies conducted and presented. Data Analysis, Data Visualization, and Communication of Data: 3 Books in 1: Learn the processes of data analysis and data science, create compelling data visualizations, and present data effectively” by Elizabeth Clarke (2022).
CAPITA SELECTA
For example, they will be asked to gather several articles related to data science topics that have the potential to support their thesis ideas. They are expected to analyze the issues and problems presented in the article and utilize research knowledge from the article to improve their own topics.
HUMAN AND COMPUTER INTERACTION
Students are expected to be able to produce publication articles based on class project reports in human-computer interaction. Handbook of Human-Computer Interaction: Fundamentals, Developing Technologies, and Emerging Applications, Third Edition (Human Factors and Ergonomics)” by Julie A.
SOFTWARE ENGINEERING
Assignments must be completed no later than three weeks after the end of the module. The criteria used in the evaluation of the assignment are: the degree to which students have succeeded in designing software projects, how the tasks are presented and whether the documents made are appropriate (planning and quality of the project).
ADVANCED DATABASE TECHNOLOGY
Data-Efficient Performance Modeling for Configurable Big Data Frameworks by Reducing Information Overlap Between Training Examples” by Zhiqiang Liu, Xuanhua Shi, Hai Jin (2022). Data Strategy: How to Profit from a World of Big Data, Analytics and Artificial Intelligence 2nd Edition" by Bernard Marr (2021). An Automated Implementation of Hybrid Cloud for Performance Evaluation of Distributed Databases" by Yaser Mansouri (2020).
MOBILE COMPUTING
For example, they will be asked to collect various articles/newa related to mobile computing topics. Assessment will be carried out through the oral presentation which must include an overview of the results of articles/news related to mobile computing. Students may be asked to give presentations or demonstrations of mobile applications or research findings related to mobile computing.
INTERNET OF THINGS
The assessment will be carried out by creating a video that will summarize the results of two articles on Internet of Things problems and solutions. The students are expected to analyze the problems and present their findings in the video. A prototype IoT-based technology for body temperature monitoring” by Kadek Yota Ernanda Aryanto, et al. (2021).
DIGITAL IMAGE PROCESSING
For each topic they will be given an assignment to do before the topic is discussed in class. For example, they will be asked to collect several articles related to image segmentation and create a summary report. Students will be required to prepare a publication article dealing with one of the topics with case studies of digital image processing.
COMPUTER VISION
For example, they will be asked to collect various articles related to research topics in the field of computer vision. The assessment will be conducted through the creation of a prototype application using computer science methods. The student must make an oral presentation to discuss the prototype. The criteria used for grading assignments are as follows: the extent to which students successfully present the problems, their ability to analyze the problems, and their skill in developing and presenting prototype applications using computer vision methods.
MACHINE LEARNING
For example, they will be asked to collect several articles related to machine learning topics. Assessment will be conducted through oral presentations discussing topics related to machine learning case studies. Assignments must be completed no later than four weeks after the end of the module.
MEDICAL INFORMATICS
For example, they will be asked to collect several articles related to medical informatics research topics. Assessment in the course may include assignments, projects, or exams that test students' knowledge of medical informatics concepts, their ability to apply informatics tools and techniques to health care scenarios, and their understanding of ethical and legal considerations related to medical records and information management. The criteria used to evaluate the assignments are as follows: the degree to which students successfully present problems, their ability to analyze issues, and their ability to present review research related to medical informatics.
SOFT COMPUTING
For example, they will be asked to collect several articles related to soft computing topics. Evaluation will be done by creating a video that must contain an explanatory review of the findings from at least one article related to a soft computing case study. The criteria used to evaluate assignments are as follows: the degree to which students successfully present the issues in the video, their ability to analyze the issues, and their ability to recommend alternative solutions related to the articles reviewed.
PARALLEL PROGRAMMING
For example, they will need to collect several articles related to parallel programming research topics. They are expected to analyze questions and problems that can be solved using parallel programming concepts. They will have to analyze the problem and propose appropriate parallel programming techniques that can effectively address research problems.
INFORMATION RETRIEVAL
For example, they will be asked to collect various articles related to information retrieval and create a summary report. Students will be required to prepare a publication article dealing with one of the topics with case studies of information retrieval. Information Retrieval: Implementation and Evaluation of Search Engines (The MIT Press) Illustrated Edition” by Stefan Buttcher (2016).
ADVANCED INFORMATION SYSTEMS
For example, they will be asked to collect some items related to enterprise information systems. Students will be expected to design enterprise information systems with appropriate tools, techniques and technologies in a case study. Interoperability of enterprise information systems for asset life cycle management to improve circular production” by Adalberto Polenghi (2021).
KNOWLEDGE MANAGEMENT
For example, they will need to collect several articles related to knowledge management topics. They are expected to analyze problems in the organization/company and present their findings in an oral presentation. Knowledge Management for Development: Domains, Strategies and Technologies for Developing Countries” Nuno Vasco Moreira Lopes et al.
E-BUSINESS AND E-GOVERNMENT
The criteria used in the evaluation of the assignment are the degree to which the students have managed to create a master plan and how the assignments are presented. Evaluation of E-Government Implementation DPMPTSP Denpasar using SPBE maturity level model" by Nyoman Sutrisna Janureksa, I Made Candiasa, Komang Setemen, Dewa Gede Hendra, I Divayana (2021). Analysis of E-Government governance in Bangli district government using COBIT 5 framework” by Putu Juliantari, Gede Rasben Dantes, Dewa Gede Hendra Divayana (2019).
INFORMATION SYSTEMS STRATEGIC PLANNING
The Role of Organizational Maturity Level to Improve Information System Capability” by GR Dantes (2022). Strategic planning of information systems in Dinas Pekerjaan Umum dan Penataan Ruang Provinsi Bali” by IBEW Pradana, GR Dantes, IM Candiasa (2020). Risk Assessment and Recommendation Strategy Based on COBIT 5 for Risk: Case Study SIKN JIKN Helpdesk Service” by Sari Agustin Wulandari (2019).
INFORMATION SECURITY
Students are expected to prepare a publication article addressing one of the topics through information security case studies. Research on the Security and Perception of Consumer Personal Information Based on Digital Twins and the Internet of Things” by Xiaoxia Liu (2022). Publication of Sensitive Personal Data on Higher Education Information System Websites in Indonesia" I Putu Alit Sudrastawa, Kadek Yota Ernanda Ayanto (2019).
INFORMATION TECHNOLOGY INVESTMENT MANAGEMENT
Able to analyze the quality, investment techniques, governance, control and audit of information systems / information technology (IS/IT) in accordance with the organizational strategy. The criteria used in assessing the task are the extent to which students have succeeded in designing the investment document and the way in which the assignments are presented.
COMPUTER AND SOCIETY
The assessment will be conducted through written assignments to create an overview paper on Industry 4.0 and Society 5.0 in Computer and Society. REST API and Real-Time Notification of SIsKA-NG Mobile for Academic Progress Information System” by Gede Indrawan (2022). Latin to Balinese Script Transliteration: Lessons Learned from the Computer-Based Implementation” by Gede Indrawan (2021).
PROGRAMMING ALGORITHMS AND DATA STRUCTURES
For example, they will be asked to collect several articles related to algorithms and data structures. The assessment will be carried out through a written assignment, where the students must create an analytical report. They are expected to analyze problems and issues that can be solved using algorithms and data structures.
BASIC SOFTWARE ENGINEERING
Assignments must be completed no later than two weeks after the end of the module. A Systematic Comparison of Round Trip Software Engineering Approaches Applied to UML Class Diagram” by Dionisie Rosca, Luísa Domingues (2021). Effectiveness Analysis of Distributed Scrum Model Compared to Waterfall Approach in Third Party Application Development” by Kresna Dwi Prasetya (2021).
BASIC DATABASE TECHNOLOGY
During the lecture, everyone is expected to contribute to a discussion of what they have done. Assessment will be done through written assignments to produce a report on database design in a case study. The criteria used in the assessment of the assignment are the extent to which the students have succeeded in creating a report on database design and how the assignments are presented.
BASIC MOBILE COMPUTING
