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Students
Tuition Fee
Start Date
Medium of studying
Duration
Program Facts
Program Details
Degree
Masters
Major
User Experience Design | User Interface Design
Area of study
Information and Communication Technologies
Course Language
English
About Program

Program Overview


Human-Computer Interaction Master of Science Degree

Overview

The Human-Computer Interaction (HCI) master's degree focuses on the skills needed by user-experience researchers and computing professionals, including observing how people interact with websites and software and designing new technologies to help them accomplish their goals.


RIT's Human-Computer Interaction Master's Degree: On-Campus or Online

Human-computer interaction (HCI) addresses the design, evaluation, and implementation of interactive computing and computing-based systems for the benefit of human use. HCI research is driven by technological advances and the increasing pervasiveness of computing devices in our society.


Human-Computer Interaction Curriculum: Packed with High-Demand Skills

  • Research: Demand for user research skills is growing 35%, and carries a competitive advantage in the marketplace.
  • UI/UX: Information architecture skills carry a salary premium in the workforce.
  • Design Thinking: Demand for design thinking skills is growing 112%.
  • Development: Demand for front-end development skills is growing 12% and carries a salary premium.

Human-Computer Interaction Master's Courses

Core Courses

  • HCIN-600: Research Methods
  • HCIN-610: Foundations of Human-Computer Interaction
  • HCIN-620: Information and Interaction Design
  • HCIN-630: Usability Testing
  • HCIN-794: MS Human Computer Interaction Capstone Proposal

Application Domain Courses

  • e-Learning Technologies
    • HCIN-660: Fundamentals of Instructional Technology
    • HCIN-661: Interactive Courseware
  • Geographic Information Science and Technology
    • IGME-770: Geographic Information Science and Technology
    • IGME-772: Geographic Visualization
  • Smart Device Application Design and Development
    • HCIN-720: Prototyping Wearable and Internet of Things Devices
    • HCIN-722: Human-Computer Interaction with Mobile, Wearable, and Ubiquitous Devices
  • Web Development
    • ISTE-645: Foundations of Web Technologies I
    • ISTE-646: Foundations of Web Technologies II

Program Electives

  • HCIN-660: Fundamentals of Instructional Technology
  • HCIN-661: Interactive Courseware
  • HCIN-662: Research in Accessibility
  • HCIN-663: Access and Assistive Technology
  • HCIN-700: Current Topics in HCI
  • HCIN-720: Prototyping Wearable and Internet of Things Devices
  • HCIN-722: Human-Computer Interaction with Mobile, Wearable, and Ubiquitous Devices
  • HCIN-730: User-Centered Design Methods
  • IGME-770: Spatial Data Science
  • IGME-772: Geographic Visualization
  • ISTE-645: Foundations of Web Technologies I
  • ISTE-646: Foundations of Web Technologies II
  • ISTE-730: Foundations in IoT
  • ISTE-732: IoT Analytics
  • ISTE-764: Project Management
  • ISTE-782: Visual Analytics
  • MEDI-701: Introduction to Health Informatics
  • PSYC-712: Graduate Cognition
  • PSYC-715: Graduate Perception

Admissions and Financial Aid

Application Details

  • Complete an online graduate application.
  • Submit copies of official transcript(s) (in English) of all previously completed undergraduate and graduate course work, including any transfer credit earned.
  • Hold a baccalaureate degree (or US equivalent) from an accredited university or college. A minimum cumulative GPA of 3.0 (or equivalent) is recommended.
  • Satisfy prerequisite requirements and/or complete bridge courses prior to starting program coursework.
  • Submit a current resume or curriculum vitae.
  • Submit a personal statement of educational objectives.
  • Submit two letters of recommendation.
  • Entrance exam requirements: GRE optional for Spring 2025 and Fall 2025 applicants. No minimum score requirement.
  • Submit English language test scores (TOEFL, IELTS, PTE Academic), if required.

English Language Test Scores

  • TOEFL: 88
  • IELTS: 6.5
  • PTE Academic: 60

Cost and Financial Aid

An RIT graduate degree is an investment with lifelong returns. Graduate tuition varies by degree, the number of credits taken per semester, and delivery method.


Faculty

  • Tae Oh
  • Garreth Tigwell
  • Elissa Weeden

Related News

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  • RIT professor forges connections as president of the Korean-American Scientists and Engineers Association

Contact

  • Bethany Iraci-McBane, Admissions Counselor
  • Qi Yu, Graduate Program Director

Program Outline

Explore the design methods, evaluation, and implementation of interactive computing systems for human use. Building on decades of research in psychology and human behavior, the human-computer interaction master’s degree focuses on the skills needed by user-experience researchers and computing professionals, including observing how people interact with websites and software and the design new technologies to help them accomplish their goals. With computing moving rapidly away from the traditional desktop, companies need professionals that understand how evolving technologies can be designed to be intuitive, effective, and compelling for users.

RIT’s Human-Computer Interaction Master’s Degree: On-Campus or Online

Human-computer interaction (HCI) addresses the design, evaluation, and implementation of interactive computing and computing-based systems for the benefit of human use. HCI research is driven by technological advances and the increasing pervasiveness of computing devices in our society. With an emphasis on making computing technologies more user-friendly, HCI has emerged as a dynamic, multifaceted area of study that merges theory from science, engineering, and design—as well as concepts and methodologies from psychology, anthropology, sociology, and industrial design—with the technical concerns of computing.

Read More

Students are also interested in: Experimental Psychology MS, Visual Communication Design MFA

This program is offered on-campus or online.

Careers and Experiential Learning

Typical Job Titles

User Experience Researcher UI/UX Designer
Interaction Designer Usability Specialist
Entrepreneur Frontend Developer
Mobile Applications Designer Product Designer
Research Associate Senior Software Engineer
UX/UI Developer

Salary and Career Information for Human-Computer Interaction MS

Cooperative Education

What makes an RIT education exceptional? It’s the ability to complete relevant, hands-on career experience. At the graduate level, and paired with an advanced degree, cooperative education and internships give you the unparalleled credentials that truly set you apart. Learn more about graduate co-op and how it provides you with the career experience employers look for in their next top hires.

Cooperative education is optional but strongly encouraged for graduate students in the human-computer interaction program.

Creative Industry Day

RIT’s Office of Career Services and Cooperative Education hosts Creative Industry Day, which connects students majoring in art, design, film and animation, photography, and select computing majors with companies, organizations, creative agencies, design firms, and more. You'll be able to network with company representatives and interview directly for open co-op and permanent employment positions.


SHOW MORE
About University
PhD
Masters
Bachelors
Diploma
Courses

Rochester Institute of Technology (Dubai)

Overview:

Rochester Institute of Technology (Dubai) is a branch campus of the renowned Rochester Institute of Technology in the United States. Located in Dubai Silicon Oasis, a special economic zone for knowledge and innovation, RIT Dubai offers a comprehensive range of undergraduate and graduate programs in various fields, including engineering, business, computing, and design. The institution is committed to providing students with a high-quality American education in a dynamic and international setting.

Services Offered:

RIT Dubai provides a wide array of services to support student success, including:

Academic Support Center:


  • Offers tutoring, study skills workshops, and other resources to enhance academic performance.

Advising Resources:


  • Provides guidance on academic planning, career exploration, and personal development.

Health and Wellness:


  • Offers access to healthcare services, counseling, and wellness programs.

Athletics and Recreation:


  • Provides opportunities for students to participate in sports, fitness activities, and recreational programs.

Student Leadership:


  • Encourages student involvement in clubs, organizations, and leadership initiatives.

Student Accommodation:


  • Offers on-campus housing options for students.

Parking and Transportation:

  • Provides parking facilities and transportation services for students.

Student Life and Campus Experience:

RIT Dubai fosters a vibrant and inclusive campus community where students can engage in a variety of activities and experiences, including:

Student Life at RIT Dubai:


  • Offers opportunities for students to connect with peers, participate in social events, and explore cultural activities.

New Student Orientation:


  • Provides a welcoming introduction to campus life and resources.

Co-op and Internship Program:

  • Offers students practical work experience through co-op and internship opportunities.

Key Reasons to Study There:

American Degree:


  • RIT Dubai offers a true American degree, recognized globally for its quality and rigor.

State-of-the-Art Campus:


  • The campus features modern facilities and technology to support learning and research.

Co-op and Internship Program:


  • Provides students with valuable work experience and career development opportunities.

Study Abroad Options:


  • Offers students the chance to study at other RIT campuses or partner institutions around the world.

Global Connectivity:

  • RIT Dubai is located in a dynamic and international hub, providing students with diverse perspectives and networking opportunities.

Academic Programs:

RIT Dubai offers a range of undergraduate and graduate programs, including:

Undergraduate Programs:

  • Bachelor of Fine Arts in New Media Design
  • Bachelor of Science in Psychology
  • Bachelor of Science in Industrial Engineering
  • Bachelor of Science in Cybersecurity
  • Bachelor of Science in Computing and Information Technologies
  • Bachelor of Science in Electrical Engineering
  • Bachelor of Science in Mechanical Engineering
  • Bachelor of Science in Marketing
  • Bachelor of Science in Finance
  • Bachelor of Science in Global Business Management

Graduate Programs:

  • Master of Science in Organizational Leadership and Innovation
  • Masters of Science in Professional Studies: Future Foresight and Planning
  • Masters of Science in Engineering Management
  • Masters of Science in Mechanical Engineering
  • Masters of Science in Professional Studies: Data Analytics
  • Masters of Science in Professional Studies: Smart Cities
  • Masters of Science in Cybersecurity
  • Masters of Science in Electrical Engineering

Other:

  • RIT Dubai has a strong focus on innovation and entrepreneurship, with dedicated labs and centers supporting student projects and research.
  • The institution boasts a diverse student body representing over 75 nationalities, creating a rich and multicultural learning environment.
  • RIT Dubai has a high employability rate, with over 80% of graduates securing employment within six months of graduation.
  • The institution has a strong network of alumni, providing students with valuable connections and career support.

Total programs
226
Average ranking globally
#442
Average ranking in the country
#132
Admission Requirements

Human-Computer Interaction (capstone project option), MS degree, typical course sequence

Course Sem. Cr. Hrs.
First Year
HCIN-600 3
This course provides students with an introduction to the practical application of various research methods that can be used in human computer interaction. The course provides an overview of the research process and the literature review, and provides experience with qualitative, survey, and experimental research methods. Students will study existing research and design and conduct studies. Students will need to have taken a statistics course before registering for this class. (Prerequisites: DECS-782 or STAT-145 or equivalent course.) Lecture 3 (Fall, Spring).
HCIN-610 3
Human-computer interaction (HCI) is a field of study concerned with the design, evaluation and implementation of interactive computing systems for human use and with the study of major phenomena surrounding them. This course surveys the scope of issues and foundations of the HCI field: cognitive psychology, human factors, interaction styles, user analysis, task analysis, interaction design methods and techniques, and evaluation. This course will focus on the users and their tasks. (This class is restricted to degree-seeking graduate students or those with permission from instructor.) Lecture 3 (Fall, Spring).
HCIN-620 3
Designing meaningful relationships among people and the products they use is both an art and a science. This course will focus on the unique design practice of: representing and organizing information in such a way as to facilitate perception and understanding (information architecture); and, specifying the appropriate mechanisms for accessing and manipulating task information (interaction design). This course will also explore the various design patterns (design solutions to particular problems) that are appropriate for the HCI professional. Students will need prior knowledge of an interface prototyping tool. (Prerequisite: ISTE-200 or equivalent course. Co-requisite: HCIN-610 or equivalent course.) Lecture 3 (Fall, Spring).
HCIN-630 3
This project-based course will focus on the formal evaluation of products. Topics include usability test goal setting, recruitment of appropriate users, design of test tasks, design of the test environment, test plan development and implementation, analysis and interpretation of the results, and documentation and presentation of results and recommendations. (Prerequisites: HCIN-600 and HCIN-610 or equivalent courses.) Lecture 3 (Spring, Summer).
HCIN-794 3
In this course, students will design a proposal for a capstone project to apply the theories and methodologies to a problem in the HCI domain. Students working through the guidance of the instructor, will investigate a problem space, perform a literature review, develop the problem statement, write a proposal for how they intend to design and implement a solution, and communicate the proposal to potential capstone committee members. (Prerequisites: HCIN-600 and HCIN-610 or equivalent courses.) Lecture 3 (Fall, Spring).
 
Application Domain Courses
6
 
Program Elective
3
Second Year
HCIN-795 3
In this course, students will apply the theories and methodologies to the investigation of a problem in the HCI domain. Students who have already prepared a proposal for their capstone project,will design and implement a solution to a problem, and communicate the results. (Prerequisites: HCIN-794 or equivalent course.) Project 4 (Fall, Spring, Summer).
 
Program Elective
3
Total Semester Credit Hours
30

Human-Computer Interaction (thesis option), MS degree, typical course sequence

Course Sem. Cr. Hrs.
First Year
HCIN-600 3
This course provides students with an introduction to the practical application of various research methods that can be used in human computer interaction. The course provides an overview of the research process and the literature review, and provides experience with qualitative, survey, and experimental research methods. Students will study existing research and design and conduct studies. Students will need to have taken a statistics course before registering for this class. (Prerequisites: DECS-782 or STAT-145 or equivalent course.) Lecture 3 (Fall, Spring).
HCIN-610 3
Human-computer interaction (HCI) is a field of study concerned with the design, evaluation and implementation of interactive computing systems for human use and with the study of major phenomena surrounding them. This course surveys the scope of issues and foundations of the HCI field: cognitive psychology, human factors, interaction styles, user analysis, task analysis, interaction design methods and techniques, and evaluation. This course will focus on the users and their tasks. (This class is restricted to degree-seeking graduate students or those with permission from instructor.) Lecture 3 (Fall, Spring).
HCIN-620 3
Designing meaningful relationships among people and the products they use is both an art and a science. This course will focus on the unique design practice of: representing and organizing information in such a way as to facilitate perception and understanding (information architecture); and, specifying the appropriate mechanisms for accessing and manipulating task information (interaction design). This course will also explore the various design patterns (design solutions to particular problems) that are appropriate for the HCI professional. Students will need prior knowledge of an interface prototyping tool. (Prerequisite: ISTE-200 or equivalent course. Co-requisite: HCIN-610 or equivalent course.) Lecture 3 (Fall, Spring).
HCIN-630 3
This project-based course will focus on the formal evaluation of products. Topics include usability test goal setting, recruitment of appropriate users, design of test tasks, design of the test environment, test plan development and implementation, analysis and interpretation of the results, and documentation and presentation of results and recommendations. (Prerequisites: HCIN-600 and HCIN-610 or equivalent courses.) Lecture 3 (Spring, Summer).
 
Application Domain Courses
6
 
Program Electives
6
Second Year
HCIN-796 6
Students electing a research capstone experience will work closely with an adviser on a current research project or one self-developed and guided by the adviser. Permission of the capstone committee and the graduate program director is required. (Enrollment in this course requires permission from the department offering the course.) Thesis (Fall, Spring, Summer).
Total Semester Credit Hours
30

Human-Computer Interaction (directed final project option*), MS degree, typical course sequence

Course Sem. Cr. Hrs.
First Year
HCIN-600 3
This course provides students with an introduction to the practical application of various research methods that can be used in human computer interaction. The course provides an overview of the research process and the literature review, and provides experience with qualitative, survey, and experimental research methods. Students will study existing research and design and conduct studies. Students will need to have taken a statistics course before registering for this class. (Prerequisites: DECS-782 or STAT-145 or equivalent course.) Lecture 3 (Fall, Spring).
HCIN-610 3
Human-computer interaction (HCI) is a field of study concerned with the design, evaluation and implementation of interactive computing systems for human use and with the study of major phenomena surrounding them. This course surveys the scope of issues and foundations of the HCI field: cognitive psychology, human factors, interaction styles, user analysis, task analysis, interaction design methods and techniques, and evaluation. This course will focus on the users and their tasks. (This class is restricted to degree-seeking graduate students or those with permission from instructor.) Lecture 3 (Fall, Spring).
HCIN-620 3
Designing meaningful relationships among people and the products they use is both an art and a science. This course will focus on the unique design practice of: representing and organizing information in such a way as to facilitate perception and understanding (information architecture); and, specifying the appropriate mechanisms for accessing and manipulating task information (interaction design). This course will also explore the various design patterns (design solutions to particular problems) that are appropriate for the HCI professional. Students will need prior knowledge of an interface prototyping tool. (Prerequisite: ISTE-200 or equivalent course. Co-requisite: HCIN-610 or equivalent course.) Lecture 3 (Fall, Spring).
HCIN-630 3
This project-based course will focus on the formal evaluation of products. Topics include usability test goal setting, recruitment of appropriate users, design of test tasks, design of the test environment, test plan development and implementation, analysis and interpretation of the results, and documentation and presentation of results and recommendations. (Prerequisites: HCIN-600 and HCIN-610 or equivalent courses.) Lecture 3 (Spring, Summer).
 
Application Domain Courses
6
 
Program Electives
6
Second Year
HCIN-797 3
This course provides students with the skills to develop a plan and execute a project in the field of human-computer interaction. Emphasis is placed on the student applying skills and knowledge gained previously throughout their HCI master’s degree program. Students will select a topic from a set of recommendations provided by the instructor, formulate a detailed plan for the execution of this project, provide deliverables for key milestones throughout the semester, and present their work in a professionally appropriate manner, e.g. via a written report, video, or other forms that are suitable for dissemination in a professional user-experience portfolio. The goal of this course is for students to gain experience how to employ methodologies and skills from the field of human-computer interaction appropriately as part of an extended final project that serves as a culminating experience for their master’s degree program. This course is only an option for students who are registered as online students. (Enrollment in this course requires permission from the department offering the course.) Project 3 (Fall, Spring).
 
Program Elective
3
Total Semester Credit Hours
30

* Directed Final Project Option is for online students.

Application domain courses

e-Learning technologies

Course
HCIN-660
Instructional Technology encompasses the basic processes for developing and delivering instruction. Instructional Systems Design (ISD) is a well-established methodology for describing knowledge and skills and developing instructional systems to effectively conveying knowledge. This course enables the student to be able to plan, organize, and systematically develop instructional materials. The course uses an ISD model to analyze, design, deliver, and evaluate instruction. Lecture 3 (Fall).
HCIN-661
Computer software that teaches is referred to as courseware. This course is a continuation of HCIN-660 that transitions from general instructional design into the actual application of these principles in a computer-based environment. Although the basic principles of instructional design hold true in all media environments, using these teaching and learning principles is somewhat different when developing instruction that will be delivered by computer. This course teaches procedures that have already been successful in the design and development of courseware. Successful students should have one year of object-oriented programming. (Prerequisites: HCIN-660 or equivalent course.) Lecture 3 (Spring).

Geographic information science and technology

Course
IGME-770
This course provides a survey of the theory, concepts, and technologies related to representation and understanding of the earth - a scientific domain known as Geographic Information Science and Technology (GIS & T). Students will gain hands-on experience with technologies such as Global Positioning Systems (GPSs), Geographic Information Systems (GISs), remote sensing, spatial data science and analysis, and web mapping. Furthermore, students will learn relevant GIS & T theory, concepts, and research trends such as spatial reasoning, spatiotemporal data representation, and spatial analysis. Lec/Lab 3 (Fall).
IGME-772
This course examines concepts and techniques associated with dynamic map construction, usage, and assessment. Specific topics include thematic cartography, geographic information visualization, sources of dynamic geographic information, developing animated and interactive maps, mapping mashup development, using maps as a means to support group work, usability of dynamic maps, and current geovisualization research areas. Development of a visualization prototype and an associated scholarly paper in an area related to thematic cartography and geographic visualization are required. Lec/Lab 3 (Spring).

Smart device application design and development

Course
HCIN-720
Wearable computers and Internet of Things devices involve both hardware and software. In order to design user experiences for these systems, professionals must understand how they are built. Students will learn how to rapidly prototype and evaluate wearable and IoT devices combining hardware and software. Experience in programming is helpful but not a prerequisite. Lecture 3 (Fall).
HCIN-722
Mobile phones are now a major computing platform, and wearable and Internet of Things devices are emerging as major technologies. Each device offers different interaction opportunities and challenges. Students will learn about the research in interaction with these devices and how to design effective interactions for mobile, wearable, and ubiquitous devices. (Prerequisites: HCIN-610 or equivalent course.) Lecture 3 (Spring).

Web development

Course
ISTE-645
This class provides an introduction to internet and web technologies. Topics include an introduction to the internet and basic internet technologies (including, but not limited to: SSH, SFTP, UNIX, XHTML, CSS, Client-Side programming, and website publishing). Lec/Lab 3 (Fall).
ISTE-646
This course builds on the basic aspects of web page development that are presented in the first course and extends that knowledge to focus on issues and technologies related to the design and development of web sites. Topics include advanced internet technologies (including, but not limited to: AJAX, server-side programming, database use and access, client libraries, server frameworks, and creating and consuming information services). (Prerequisites: ISTE-645 or equivalent course.) Lec/Lab 3 (Spring).

Program electives

Course
HCIN-660
Instructional Technology encompasses the basic processes for developing and delivering instruction. Instructional Systems Design (ISD) is a well-established methodology for describing knowledge and skills and developing instructional systems to effectively conveying knowledge. This course enables the student to be able to plan, organize, and systematically develop instructional materials. The course uses an ISD model to analyze, design, deliver, and evaluate instruction. Lecture 3 (Fall).
HCIN-661
Computer software that teaches is referred to as courseware. This course is a continuation of HCIN-660 that transitions from general instructional design into the actual application of these principles in a computer-based environment. Although the basic principles of instructional design hold true in all media environments, using these teaching and learning principles is somewhat different when developing instruction that will be delivered by computer. This course teaches procedures that have already been successful in the design and development of courseware. Successful students should have one year of object-oriented programming. (Prerequisites: HCIN-660 or equivalent course.) Lecture 3 (Spring).
HCIN-662
Students will dive into cutting edge research in the field of computer accessibility and assistive technology; they will read, present, and discuss research literature from major conferences and journals in the field. Students will learn about recent developments and ongoing research efforts in accessibility, and they will learn how to synthesize the results from research publications. Students will learn how to identify high quality research and how to critique this work to identify areas for improvement or future research directions. Students will learn the elements of a high-quality research publication, and they will explore and gain expertise in a particular topic in the field of accessibility in depth. (Prerequisites: HCIN-600 or equivalent course.) Lecture 3 (Biannual).
HCIN-663
Students will gain hands-on experience and knowledge about a wide variety of accessibility and assistive technology available for people with disabilities. Students will understand the design principles underlying this technology and how the features and capabilities of assistive technology can be tailored to a particular individual’s needs and capabilities. Students will learn about how new technologies and research in accessibility can be made available for users, and they will learn how to design websites and software that work effectively with a user’s own technology. Specific technologies discussed in the course may include, e.g.: alternative input devices, communication devices, and screen readers and magnifiers for people with visual impairments. (Prerequisites: HCIN-630 or equivalent course.) Lecture 3 (Biannual).
HCIN-700
Human-Computer Interaction (HCI) is an evolving field. This course is designed to study the current themes and advanced issues of HCI. Topics will vary depending upon current research and developments in the field. Lecture 3 (Spring).
HCIN-720
Wearable computers and Internet of Things devices involve both hardware and software. In order to design user experiences for these systems, professionals must understand how they are built. Students will learn how to rapidly prototype and evaluate wearable and IoT devices combining hardware and software. Experience in programming is helpful but not a prerequisite. Lecture 3 (Fall).
HCIN-722
Mobile phones are now a major computing platform, and wearable and Internet of Things devices are emerging as major technologies. Each device offers different interaction opportunities and challenges. Students will learn about the research in interaction with these devices and how to design effective interactions for mobile, wearable, and ubiquitous devices. (Prerequisites: HCIN-610 or equivalent course.) Lecture 3 (Spring).
HCIN-730
This course will focus on the major user centered design methodologies used in the development of applications and environments. Topics include: evolution of software design methods, emergence of user-centered design, and key concepts, attributes and process of the major design methodologies. Software design projects will be required. (Prerequisites: HCIN-610 or equivalent course.) Lecture 3 (Spring).
HCIN-794
In this course, students will design a proposal for a capstone project to apply the theories and methodologies to a problem in the HCI domain. Students working through the guidance of the instructor, will investigate a problem space, perform a literature review, develop the problem statement, write a proposal for how they intend to design and implement a solution, and communicate the proposal to potential capstone committee members. (Prerequisites: HCIN-600 and HCIN-610 or equivalent courses.) Lecture 3 (Fall, Spring).
IGME-770
This course provides a survey of the theory, concepts, and technologies related to representation and understanding of the earth - a scientific domain known as Geographic Information Science and Technology (GIS & T). Students will gain hands-on experience with technologies such as Global Positioning Systems (GPSs), Geographic Information Systems (GISs), remote sensing, spatial data science and analysis, and web mapping. Furthermore, students will learn relevant GIS & T theory, concepts, and research trends such as spatial reasoning, spatiotemporal data representation, and spatial analysis. Lec/Lab 3 (Fall).
IGME-772
This course examines concepts and techniques associated with dynamic map construction, usage, and assessment. Specific topics include thematic cartography, geographic information visualization, sources of dynamic geographic information, developing animated and interactive maps, mapping mashup development, using maps as a means to support group work, usability of dynamic maps, and current geovisualization research areas. Development of a visualization prototype and an associated scholarly paper in an area related to thematic cartography and geographic visualization are required. Lec/Lab 3 (Spring).
ISTE-645
This class provides an introduction to internet and web technologies. Topics include an introduction to the internet and basic internet technologies (including, but not limited to: SSH, SFTP, UNIX, XHTML, CSS, Client-Side programming, and website publishing). Lec/Lab 3 (Fall).
ISTE-646
This course builds on the basic aspects of web page development that are presented in the first course and extends that knowledge to focus on issues and technologies related to the design and development of web sites. Topics include advanced internet technologies (including, but not limited to: AJAX, server-side programming, database use and access, client libraries, server frameworks, and creating and consuming information services). (Prerequisites: ISTE-645 or equivalent course.) Lec/Lab 3 (Spring).
ISTE-730
Internet of Things (IoT) refers to physical and virtual objects that are connected to the Internet to provide intelligent services for energy management, logistics, retail, agriculture and many other domains. IoT leverages sensors, wireless communication, mobile devices, networking and cloud technologies to create many smart applications. In this course, the students learn about IoT design and development methodologies that enable the development of IoT applications. The students have hands-on opportunities to program and build IoT prototypes through lab assignments and a course project. The students should have some programming knowledge and required to purchase a IoT kit. (This course is restricted to students in INFOST-MS.) Lecture 3 (Spring).
ISTE-732
IoT is simply interconnected devices that generate and exchange data from observations, facts, and other data, making it available to anyone. This includes devices that generate data from sensors, smart phones, appliances, and home network devices. IoT solutions are designed to make our knowledge of the world around us more aware and relevant, making it possible to get data about anything from anywhere at any time. This course teaches how IoT data could help and execute data driven operational and business decisions. The students learn how IoT analytics can create adaptive business and operational decisions in intelligent, effective and efficient ways. First, this course provides students with an understanding of different types of IoT data and the knowledge of how to handle the data relate to IoT. Then, the students learn how to create and setup a cloud analytic environment, exploring IoT data. The course also teaches how to apply analytics and statistics to extract value from the data. Lastly, the course explores different use-cases for IoT data. Purchasing a IoT kit is required. (This course is restricted to INFOST-MS or HUMCOMP-MS or DATASCI-MS students.) Lec/Lab 3 (Fall).
ISTE-764
Information technology projects require the application of sound project management principles in order to be developed on time, on budget, and on specification. This course takes students through the nine knowledge areas of modern project management and the utilization of project management principles in both traditional and agile environments. Lecture 3 (Fall).
ISTE-782
This course introduces students to Visual Analytics, or the science of analytical reasoning facilitated by interactive visual interfaces. Course lectures, reading assignments, and practical lab experiences will cover a mix of theoretical and technical Visual Analytics topics. Topics include analytical reasoning, human cognition and perception of visual information, visual representation and interaction technologies, data representation and transformation, production, presentation, and dissemination of analytic process results, and Visual Analytic case studies and applications. Furthermore, students will learn relevant Visual Analytics research trends such as Space, Time, and Multivariate Analytics and Extreme Scale Visual Analytics. Lec/Lab 3 (Spring).
MEDI-701
This course provides a rigorous introduction to the principles of medical informatics. The focus of this course is on the study of the nature of medical information and its use in clinical practice and clinical quality improvement. Key topics include: the electronic medical record (EMR) and its impact on health care delivery, the Internet and mobile computing as sources of medical information, Health care information systems, the software development lifecycle, the importance of the informatics specialists in medicine and the various roles they can play, and government economic incentives and policy issues in healthcare such as privacy, confidentiality, including health care regulatory and accreditation issues and the Health Insurance Portability and Accountability Act (HIPAA). Students will participate in online discussion of medical informatics. They will also investigate several topics of interest in the field and provide presentations. (This class is restricted to degree-seeking graduate students or those with permission from instructor.) Lecture 3 (Fall).
PSYC-712
This course will survey theoretical and empirical approaches to understanding the nature of the mental processes involved in attention, object recognition, learning and memory, reasoning, problem solving, decision-making, and language. The course presents a balance between historically significant findings and current state of-the-art research. Readings that have structured the nature and direction of scientific debate in these fields will be discussed. The course also includes discussions of methodology and practical applications. Students will have opportunities to develop their research skills and critical thinking by designing research studies in cognitive psychology. Seminar (Spring).
PSYC-715
The course is designed to provide students with a deeper understanding of topics in perception. This course will be organized such that students will work in groups on various projects as well as covering topics through readings and classroom discussion. The topics may include, but are not limited to: spatial frequency perception; aftereffects, visual illusions and their relationship to cortical function and pattern perception; color perception; depth and motion perception; higher order perception such as face and object recognition; and music and speech perception. The goal is to cover current research and theories in perception, looking at current developments and their antecedents. The course will be divided into various modules. Students will be assigned readings relevant to each section of the course, and will be expected to master the major concepts. Group discussion of the readings will complement lectures where the instructor will present relevant background material. There will also be laboratory time for the students, where they will examine empirical findings in perception, and develop their research skills in the field. Lecture 3 (Biannual).

Note for online students

The frequency of required and elective course offerings in the online program will vary, semester by semester, and will not always match the information presented here. Online students are advised to seek guidance from the listed program contact when developing their individual program course schedule.

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