Bachelor Of Information System

This course aims to equip students with a comprehensive understanding of Pancasila as the foundation of the state, the state ideology, the nation’s way of life, and a source of values that guide social, national, and civic life.

• CPMK1 — Students are able to apply the values of Pancasila in academic and social life by demonstrating ethical conduct, upholding human values, and exhibiting independent, adaptive, and collaborative behavior to make a positive contribution to society.

Visual Programming equips students with practical competence to design and build GUI-based desktop applications using Java. Coverage includes OOP refresh, the Swing and JavaFX GUI libraries, layout management, event handling, JavaFX FXML and Scene Builder, CSS styling and animation, SQLite database integration through CRUD operations, authentication, and build/deployment and presentation. Learning uses a Project-Based Learning approach on a continuous character-manager case study.

• CPMK1 — Re-apply basic OOP concepts in a modular Java code structure
• CPMK2 — Build user interfaces with Swing/JavaFX along with Layout management
• CPMK3 — Implement Event Handling and advanced interfaces for responsive interactivity
• CPMK4 — Integrate the interface application with the SQLite database through CRUD operations
• CPMK5 — Build, document, and deploy the Java desktop application and present it

Software Engineering is a course that studies the principles, methods, techniques, and practices of systematic software development, covering requirements analysis, design, implementation, testing, and maintenance to produce high-quality software.

• CPMK1 — Able to apply basic concepts and principles of software engineering in the software development process.
• CPMK2 — Able to apply software engineering methodologies and process models in software requirements analysis and design.
• CPMK3 — Able to apply software engineering methods in software development, testing, and evaluation.

Information Systems Analysis and Design is a course that studies the process of analyzing requirements, problems, and business processes to design effective and efficient information systems that meet the needs of users and organizations.

• CPMK1 — Able to apply information systems analysis concepts and principles to identify problems, user requirements, and business processes.
• CPMK2 — Able to apply system modeling methods and techniques to analyze and design information systems according to organizational needs.
• CPMK3 — Able to apply the results of analysis and design to produce effective and efficient information system designs that meet user requirements.

This course equips Information Systems undergraduate students with the ability to apply artificial intelligence, predictive machine learning, and generative AI to solve information systems problems using Google Cloud services. It emphasizes problem framing, data preparation, model development and evaluation, deployment on Vertex AI, the use of Gemini and Vertex AI Studio, and Responsible AI principles.

• CPMK1 — Able to apply artificial intelligence concepts, methods, and Google Cloud services to formulate responsible solutions for Information Systems problems.
• CPMK2 — Able to build, evaluate, and implement end-to-end predictive machine learning models using BigQuery ML and Vertex AI on Google Cloud.
• CPMK3 — Able to design and build a generative AI application prototype using Gemini and Vertex AI Studio that addresses organizational needs and follows Responsible AI principles.

Computer Security is a course that covers the concepts, threats, protection mechanisms, and management of computer system and network security to maintain the confidentiality, integrity, and availability of information

• CPMK1 — Able to explain computer security concepts, principles, threats, and risks, as well as the aspects of confidentiality, integrity, and availability (CIA)
• CPMK2 — Able to analyze threats and vulnerabilities and implement security mechanisms for computer systems and networks
• CPMK3 — Able to evaluate computer security solutions based on technical aspects and risks, and formulate security recommendations to protect systems and information

Web Programming II is an advanced computer science and software engineering course focused on building dynamic, database-driven web applications through the integration of PHP, JavaScript, and MySQL.

• CPMK1 — Able to implement client-side scripting techniques using JavaScript (DOM manipulation, event handling, and asynchronous processing via AJAX/Fetch API) to build interactive and responsive web interfaces.
• CPMK2 — Able to develop server-side processing logic using Object-Oriented PHP (OOP) and implement Session and Cookie mechanisms for user access control and authentication.
• CPMK3 — Able to design, construct, and operate relational databases using MySQL through data normalization, DDL/DML queries, and complex table relationships.

Information Systems Project Management is a course that covers the planning, execution, control, and evaluation of information system projects to achieve project objectives within the established scope, schedule, cost, and quality parameters

• CPMK1 — Able to explain the concepts, principles, lifecycle, and scope of information system project management
• CPMK2 — Able to analyze requirements, formulate project plans, and manage the scope, schedule, costs, resources, and risks of information system projects
• CPMK3 — Able to evaluate project execution and prepare recommendations and documentation for information system projects based on organizational goals and requirements

Data Warehouse is a course that covers concepts, design, implementation, ETL, and integrated data analysis to generate information and insights that support business decision-making

• CPMK1 — Able to explain the concepts, architecture, components, and characteristics of a data warehouse, as well as its role in supporting organizational decision-making
• CPMK2 — Capable of analyzing data requirements as well as designing and implementing a Data Warehouse, including dimensional modeling and ETL processes
• CPMK3 — Able to process and analyze data using OLAP and present information in the form of reports or dashboards to support decision making

Data Mining is a course that covers data processing and analysis techniques to discover patterns, relationships, and relevant knowledge to support business decision-making

• CPMK1 — Able to explain the concepts, processes, and basic techniques of data mining, as well as the characteristics of the data used in the data mining process
• CPMK2 — Able to perform data preprocessing and apply data mining methods to discover patterns and information from datasets
• CPMK3 — Able to evaluate and interpret data mining results and present relevant insights to support decision-making

The Service Excellence course studies the concepts, strategies, and techniques of delivering high-quality service that exceeds customer expectations. This course equips students with effective communication skills, an understanding of professional ethics, and the ability to execute service recovery and handle customer complaints in a solution-oriented and professional manner across various service industry sectors.

• CPMK1 — able to apply excellent service strategies and professional customer complaint handling in accordance with service industry ethical standards.

This course equips students with an understanding of the concepts and essence of entrepreneurship; the entrepreneurial mindset and character; the identification of business problems and opportunities; creativity and business ideas; product/service innovation and business models; business plan development; business management and growth; and sustainability and business decision-making.

• CPMK1 — Students are able to explain the concepts of problem identification, decision-making, creativity, opportunity, innovation, and business development and management; and to apply—systematically and responsibly—fundamental steps for business problem-solving, techniques for generating creative and relevant business ideas, and the formulation and development of innovative, adaptive, and sustainable businesses.

Information Systems Research Methodology is a course that covers the research processes, methods, and techniques used to identify problems, collect and analyze data, and generate solutions or knowledge within the field of Information Systems

• CPMK1 — Able to explain the concepts, paradigms, approaches, and stages of research in the field of Information Systems
• CPMK2 — Able to formulate problems, objectives, research questions, and literature reviews, as well as design research methods appropriate for Information Systems issues
• CPMK3 — Able to collect, analyze, and interpret research data, and compile Information Systems research proposals in a systematic and academic manner

Mobile Programming is a course that equips students with the ability to design and build cross-platform mobile applications using React Native and Expo, from composing user interfaces with core components, managing state and user input, screen navigation, consuming REST APIs and local storage, to leveraging native device features and the application build and release process.

• CPMK1 — Able to build React Native mobile application interfaces with Expo using core components and styling
• CPMK2 — Able to develop interactive mobile applications with state management, form input handling, and list-based data presentation
• CPMK3 — Able to integrate screen navigation, component lifecycle, REST API data consumption, and local storage
• CPMK4 — Able to design, build, and release a complete mobile application by leveraging native device features and the EAS build process

Expert Systems is a course that covers concepts, knowledge representation, inference methods, and the development of knowledge-based systems designed to generate solutions or recommendations that mirror an expert's decision-making process

• CPMK1 — Able to explain the concepts, characteristics, architecture, components, and application of Expert Systems in problem-solving
• CPMK2 — Able to analyze problems, represent expert knowledge using appropriate methods, and apply inference techniques within Expert Systems
• CPMK3 — Able to design, implement, and evaluate Expert Systems to generate solutions or recommendations based on the represented knowledge

Information Systems Audit is a course that covers the processes of examining, evaluating, and controlling information systems focusing on aspects of risk, security, governance, compliance, and IT effectiveness to generate recommendations for improvement

• CPMK1 — Able to explain the concepts, objectives, principles, standards, and frameworks of Information Systems Auditing.
• CPMK2 — Able to analyze information system risks, controls, governance, security, and compliance, and execute audit stages based on relevant audit evidence.
• CPMK3 — Able to evaluate audit results and formulate findings and recommendations for information system improvements based on organizational risks and needs.

System Testing and Implementation is a course that covers the planning, design, execution of testing, deployment, and implementation of information systems to ensure the system operates according to requirements and is ready for use

• CPMK1 — Able to explain the concepts, principles, strategies, and stages of information system testing and implementation.
• CPMK2 — Able to design and execute various system testing methods based on system requirements and characteristics.
• CPMK3 — Able to carry out system implementation, deployment, evaluation, and improvement based on testing results and user requirements.

Distributed Systems is a course that discusses concepts, architecture, communication, coordination, synchronization, and resource management in systems consisting of several computers that work in an integrated manner

• CPMK1 — Able to explain the concepts, characteristics, architecture, and fundamental principles of distributed systems, as well as their differences from centralized systems
• CPMK2 — Able to analyze and design communication, coordination, synchronization, and data management within distributed systems
• CPMK3 — Able to implement and evaluate distributed system solutions while considering scalability, reliability, consistency, and system performance

Data Science Fundamentals is a course that covers the fundamental concepts, processes, and techniques of data science for processing, exploring, analyzing, and interpreting data to generate information and insights

• CPMK1 — Able to explain Data Science concepts, processes, methodologies, and ecosystems, and understand the role of data in supporting decision-making
• CPMK2 — Able to collect, clean, prepare, and explore data using statistical techniques and basic programming
• CPMK3 — Able to analyze, visualize, and interpret data, as well as generate insights based on analysis results to support decision-making

Digital Marketing is a course that covers digital marketing strategies, media, technologies, and analytics to build engagement, increase reach, and achieve an organization's business goals

• CPMK1 — Able to explain digital marketing concepts, principles, channels, and strategies, as well as their evolution within the digital business environment
• CPMK2 — Able to design digital marketing strategies by developing target audiences and content strategies, creating digital campaigns, and leveraging various digital channels
• CPMK3 — Able to analyze and evaluate digital marketing performance using KPIs and digital analytics, and formulate strategic recommendations based on the analysis results

Organizational Leadership and Management is a course that examines concepts of leadership, organizational behavior, resource management, communication, decision-making, and organizational strategies for achieving goals effectively and sustainably

• CPMK1 — Able to explain the concepts, theories, styles, functions, and principles of leadership and organizational management
• CPMK2 — Able to analyze individual behavior, group dynamics, communication, culture, conflict, and change within an organization
• CPMK3 — Able to apply leadership and management principles in decision-making, as well as formulate strategies and recommendations to enhance organizational effectiveness

Research Proposal is a course that discusses the systematic preparation of Information Systems research proposals based on problem identification, literature review, research gaps, methodology, and research analysis plans

• CPMK1 — Able to identify and formulate research problems, as well as determine research objectives, questions, and scope within the field of Information Systems.
• CPMK2 — Able to conduct a literature review, identify research gaps, and develop a conceptual framework and research methodology appropriate to the research problem.
• CPMK3 — Able to prepare, present, and defend an Information Systems research proposal systematically, in accordance with scientific standards.

This course equips Information Systems undergraduate students to design, build, integrate, and evaluate Internet of Things (IoT) solutions from edge devices to cloud services. It integrates UNPRI SPADA IoT materials (IoT fundamentals, Arduino environment and IDE, Arduino programming and libraries, project-board circuits, LED projects, Arduino-to-Internet communication, IoT platforms, web data transmission, LCD, servo motors, and DHT11 temperature sensors) with Google Cloud connected-device and streaming-data practices using MQTT, Pub/Sub, Dataflow, BigQuery, dashboards/alerts, security, observability, and end-to-end testing.

• CPMK1 — Able to apply IoT architecture concepts, sensors-actuators, microcontrollers/gateways, connectivity, and MQTT to build a connected-device prototype relevant to Information Systems needs.
• CPMK2 — Able to build and evaluate an end-to-end IoT data pipeline on Google Cloud using MQTT/Pub/Sub patterns, Dataflow, and BigQuery to produce analyzable data for Information Systems.
• CPMK3 — Able to design, implement, and evaluate a secure, reliable, scalable, observable, end-to-end IoT solution integrated with organizational needs using relevant Google Cloud services.

UI/UX Design is a course that covers the principles, methods, and processes of designing user interfaces and user experiences for digital products that are effective, intuitive, and user-centered.

• CPMK1 — Able to identify the basic concepts, principles, and differences between UI and UX in digital product design.
• CPMK2 — Able to explain the principles of user interface design, user experience, and factors affecting the usability of digital products.
• CPMK3 — Able to apply UI/UX methods and principles to analyze user needs and problems.
• CPMK4 — Able to apply UI/UX design principles and tools to create structures, wireframes, and digital product interface designs based on user needs.
• CPMK5 — Able to apply UI/UX design principles in practicing the process of creating interactive prototypes for digital products.
• CPMK6 — Able to apply basic usability testing procedures and document the evaluation results to improve the quality of UI/UX designs.

Customer Relationship Management is a course that covers the strategies, processes, technologies, and data analysis used to manage customer relationships, enhance satisfaction and loyalty, and create value for both customers and the organization

• CPMK1 — Able to explain the concepts, principles, objectives, strategies, and components of Customer Relationship Management within an organization
• CPMK2 — Able to analyze customer needs, the customer journey, business processes, and customer data as a basis for developing CRM strategies
• CPMK3 — Able to design and evaluate CRM strategies and solutions to enhance customer satisfaction, loyalty, and value

Equip students with the understanding and readiness to enter the workplace, perform tasks professionally, understand organizational expectations, and communicate, collaborate, and adapt effectively in the work environment

• CPMK1 — Students are able to apply professional readiness principles to understand organizational expectations and perform tasks in accordance with roles and responsibilities in the workplace.
• CPMK2 — Students are able to apply principles of professional communication, collaboration, and adaptability to respond effectively to workplace situations in accordance with organizational characteristics.

Equip students with the ability to identify and develop professional competencies, build work ethics and responsibility, reflect on their own capabilities, and prepare evidence of competencies to support their internship experience

• CPMK1 — Students are able to apply professional competency development principles to identify competency gaps, formulate development needs, and develop competency development strategies relevant to the internship experience.
• CPMK2 — Students are able to apply principles of professional ethics, responsibility, and reflection to develop competency evidence that demonstrates their personal capability development during the internship experience.

Information Systems Audit is a course that covers the processes of examining, evaluating, and controlling information systems focusing on aspects of risk, security, governance, compliance, and IT effectiveness to generate recommendations for improvement

• CPMK1 — Able to explain the concepts, objectives, principles, standards, and frameworks of Information Systems Auditing.
• CPMK2 — Able to analyze information system risks, controls, governance, security, and compliance, and execute audit stages based on relevant audit evidence.
• CPMK3 — Able to evaluate audit results and formulate findings and recommendations for information system improvements based on organizational risks and needs.

Implementation of Information Technology Solutions is a course that covers the processes of implementing, configuring, integrating, testing, deploying, and evaluating information technology solutions in accordance with organizational needs

• CPMK1 — Able to explain the concepts, strategies, stages, and success factors for implementing information technology solutions within an organization
• CPMK2 — Able to plan, configure, integrate, and deploy information technology solutions in accordance with organizational needs
• CPMK3 — Able to evaluate the outcomes of information technology solution implementations and formulate recommendations for improvement and continuous development

Data Management and Analysis is a course that covers the processes of data collection, cleaning, processing, management, and analysis to generate information and insights that support decision-making

• CPMK1 — Able to explain concepts, principles, the lifecycle, and data management techniques for analysis purposes
• CPMK2 — Able to manage, clean, integrate, and transform data from various sources to produce high-quality datasets
• CPMK3 — Able to analyze and interpret data using statistical and analytical techniques, and generate relevant information and insights

IT Analysis and Problem Solving is a course that covers methods for systematically identifying, analyzing, evaluating, and resolving information technology issues based on organizational needs

• CPMK1 — Able to explain concepts, principles, processes and analysis techniques as well as information technology problem solving
• CPMK2 — Able to identify, analyze and determine the root of IT problems using appropriate problem solving methods and tools
• CPMK3 — Able to evaluate alternative IT solutions based on technical, business, risk and governance aspects and prepare appropriate solution recommendations

Research Report is a course that covers the research implementation process, data processing and analysis, interpretation of results, discussion of findings, as well as the preparation and presentation of research reports in a systematic, scientific, and ethically sound manner

• CPMK1 — Able to explain the stages of conducting research and the principles of compiling a research report in a systematic, scientific, and ethical manner
• CPMK2 — Able to carry out data collection, processing, and analysis in accordance with established research methods
• CPMK3 — Able to interpret research findings, draft the discussion and conclusions, and present the research report in an academic manner

Professional Work Practice provides undergraduate Information Systems students with workplace-based learning through direct engagement in an organization or industry. Students apply Information Systems knowledge to identify problems, elicit requirements, design and implement solutions, conduct testing and documentation, communicate professionally, evaluate impact, and reflect on competencies while considering ethics, security, privacy, quality, and organizational governance.

• CPMK1 — Able to apply professional ethics, communication, teamwork, business process observation, and requirements analysis to identify Information Systems problems and improvement opportunities in the workplace.
• CPMK2 — Able to design, implement, test, and document Information Systems solutions relevant to organizational needs using professional methods and tools.
• CPMK3 — Able to evaluate work-practice outcomes and solution impact, present results professionally, and prepare competency reflection and portfolio for continuous development.

IT Project Evaluation and Reporting is a course that covers the processes of evaluating the performance, outcomes, quality, risks, resource utilization, and goal achievement of information technology projects, as well as the systematic preparation of project reports and recommendations for improvement

• CPMK1 — Able to explain the concepts, objectives, indicators, and evaluation methods for information technology projects, as well as the principles of project report preparation.
• CPMK2 — Able to evaluate IT project performance based on scope, schedule, cost, quality, risk, resources, and the achievement of project objectives.
• CPMK3 — Able to compile IT project evaluation reports and provide recommendations for improvement based on evaluation results in a systematic and professional manner.

Professional Documentation and Communication is a course that covers techniques for document preparation, oral and written communication, and presentations, as well as the effective, ethical, and professional delivery of information within a work environment

• CPMK1 — Able to explain the principles, ethics, forms, and techniques of professional communication within academic and organizational environments
• CPMK2 — Able to draft various professional documents systematically, effectively, and in accordance with organizational needs
• CPMK3 — Able to convey information, ideas, and work results—orally, visually, and in writing—through effective and professional communication

Research Publication is a course that covers the process of transforming research findings into scientific articles, selecting appropriate publication outlets, drafting manuscripts according to journal or conference proceedings standards, managing citations and references, and handling the submission process through to publication

• CPMK1 — Able to explain the principles, structure, standards, ethics, and processes involved in publishing scholarly work in journals or conference proceedings.
• CPMK2 — Able to draft scientific articles based on research findings, ensuring the structure, methodology, analysis, citations, and references align with the requirements of the target publication.
• CPMK3 — Able to select appropriate publication outlets, submit manuscripts, respond to review outcomes, and revise manuscripts in an academically sound and professional manner.

This course equips Information Systems undergraduate students to design, build, integrate, and evaluate Internet of Things (IoT) solutions from edge devices to cloud services. It integrates UNPRI SPADA IoT materials (IoT fundamentals, Arduino environment and IDE, Arduino programming and libraries, project-board circuits, LED projects, Arduino-to-Internet communication, IoT platforms, web data transmission, LCD, servo motors, and DHT11 temperature sensors) with Google Cloud connected-device and streaming-data practices using MQTT, Pub/Sub, Dataflow, BigQuery, dashboards/alerts, security, observability, and end-to-end testing.

• CPMK1 — Able to apply IoT architecture concepts, sensors-actuators, microcontrollers/gateways, connectivity, and MQTT to build a connected-device prototype relevant to Information Systems needs.
• CPMK2 — Able to build and evaluate an end-to-end IoT data pipeline on Google Cloud using MQTT/Pub/Sub patterns, Dataflow, and BigQuery to produce analyzable data for Information Systems.
• CPMK3 — Able to design, implement, and evaluate a secure, reliable, scalable, observable, end-to-end IoT solution integrated with organizational needs using relevant Google Cloud services.

UI/UX Design is a course that covers the principles, methods, and processes of designing user interfaces and user experiences for digital products that are effective, intuitive, and user-centered.

• CPMK1 — Able to identify the basic concepts, principles, and differences between UI and UX in digital product design.
• CPMK2 — Able to explain the principles of user interface design, user experience, and factors affecting the usability of digital products.
• CPMK3 — Able to apply UI/UX methods and principles to analyze user needs and problems.
• CPMK4 — Able to apply UI/UX design principles and tools to create structures, wireframes, and digital product interface designs based on user needs.
• CPMK5 — Able to apply UI/UX design principles in practicing the process of creating interactive prototypes for digital products.
• CPMK6 — Able to apply basic usability testing procedures and document the evaluation results to improve the quality of UI/UX designs.

Customer Relationship Management is a course that covers the strategies, processes, technologies, and data analysis used to manage customer relationships, enhance satisfaction and loyalty, and create value for both customers and the organization

• CPMK1 — Able to explain the concepts, principles, objectives, strategies, and components of Customer Relationship Management within an organization
• CPMK2 — Able to analyze customer needs, the customer journey, business processes, and customer data as a basis for developing CRM strategies
• CPMK3 — Able to design and evaluate CRM strategies and solutions to enhance customer satisfaction, loyalty, and value

Professional Work Practice provides undergraduate Information Systems students with workplace-based learning through direct engagement in an organization or industry. Students apply Information Systems knowledge to identify problems, elicit requirements, design and implement solutions, conduct testing and documentation, communicate professionally, evaluate impact, and reflect on competencies while considering ethics, security, privacy, quality, and organizational governance.

• CPMK1 — Able to apply professional ethics, communication, teamwork, business process observation, and requirements analysis to identify Information Systems problems and improvement opportunities in the workplace.
• CPMK2 — Able to design, implement, test, and document Information Systems solutions relevant to organizational needs using professional methods and tools.
• CPMK3 — Able to evaluate work-practice outcomes and solution impact, present results professionally, and prepare competency reflection and portfolio for continuous development.

Dissemination is a course that addresses the process of presenting and accounting for students' scholarly work—including the presentation of findings, question-and-answer sessions, and academic evaluation—before lecturers or examiners in a systematic, scholarly, and professional manner

• CPMK1 — Able to explain the structure, substance, methodology, results, and contributions of the prepared scholarly work.
• CPMK2 — Able to present the findings of the scholarly work systematically and effectively, utilizing appropriate presentation media.
• CPMK3 — Able to defend the scholarly work through Q&A and scientific argumentation, as well as provide clarifications and recommendations based on feedback from lecturers or examiners.