Human-Centered Computing Bachelor of Science Degree

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Human-Centered Computing
Bachelor of Science Degree

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RIT’s human-centered computing degree combines computing, psychology, and design to examine how people use technology and how computing systems can become more intuitive.

86%

Outcomes Rate of RIT Graduates from this degree

$71.3K

Average First-Year Salary of RIT Graduates from this degree

Overview for Human-Centered Computing BS

Why Study Human Centered Computing at RIT

  • Gain Hands on Experience: Two required blocks of cooperative education and internship mean significant hands-on, full-time paid work experience in industry.
  • Focused Degree Options: Choose two of six interdisciplinary concentrations to focus your education on your personal interests and career goals.
  • STEM-OPT Visa Eligible: The STEM Optional Practical Training (OPT) program allows full-time, on-campus international students on an F-1 student visa to stay and work in the U.S. for up to three years after graduation.
9 Majors That Launch Your Career in Digital Media
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What is Human-Centered Computing?

Fundamental to human-centered computing (HCC) is a focus on humans as individuals and how they behave with technology. Students in this major find themselves at the intersection of computer advancements and human behavior around technology. Topics of consideration include the design, evaluation, and implementation of interactive computing systems and understanding the ways in which such systems can transform our lives. Given the growing reliance on computing in our everyday lives, technology no longer is the exclusive realm of tech-savvy users; industry has recognized the need to make software and devices that are usable and desirable to everyone.

Human-centered computing degrees are about leveraging technology, and exploring and adapting how people access and interact with it. Finding ways to integrate technology with our everyday lives—regardless of our physical capabilities, age, or location—is a key component of the program. HCC professionals are changing the world every day. HHC professionals have pioneered a range of development, including creating ways for computers to reproduce realistic animations of American Sign Language, designing the successor for the Fitbit, or building the next generation of speech recognition software. HCC students are the driving force at the center of the global accessibility effort.

RIT’s Human-Centered Computing BS

RIT's human-centered computing BS blends strengths from varied disciplines to understand how people use technology, and how technologies can be developed that are more intuitive and usable. This major prepares you for careers in industry or to pursue graduate study, offering options for you to specialize in different areas of computing depending on individual interests in computing, design, or psychology.

The skills that make up the core of the HCC degree include the ability to design, prototype, implement, and evaluate interactive computing systems. The program is unique in its foundation of courses grounded in psychology, design, and technology.

Human-Centered Computing Curriculum

The curriculum combines courses from three different RIT colleges to ensure students develop a firm understanding of these diverse subjects. Core courses include several foundational classes in:

  • Technology
  • Cognitive science and psychology
  • Gestalt
  • Color theory
  • Creative thinking.

This is an interdisciplinary degree with six concentrations, allowing you to immerse yourself in two areas you find most interesting.

  • Accessibility: Learn to develop systems that are equally accessible to all people, making the benefits of technology a reality for everyone.
  • Design: Learn to integrate elements of imagery, type, actions, color, and more to form a unified graphical interface that is understandable to people everywhere.
  • Front End Development: Master programming and development for desktop, web, and mobile computing interfaces, with a focus on efficient code and meeting user needs.
  • Instructional Technology: Plan, organize and develop systems to effectively leverage technology to convey knowledge and skills to users.
  • Natural Language Processing: Study the interactions between computers and human language. Learn about the latest advances in computational linguistics and how computers derive meaning via natural language processing.
  • Psychology: Explore how humans perceive, process, and store information. Study best practices in research and evaluation, and learn how to implement them into your work.

The major also requires students to complete two blocks of cooperative education, which may begin after the second year of study.

Furthering Your Education in Human-Centered Computing

Combined Accelerated Bachelor's/Master's Degrees

Today’s careers require advanced degrees grounded in real-world experience. RIT’s Combined Accelerated Bachelor’s/Master’s Degrees enable you to earn both a bachelor’s and a master’s degree in as little as five years of study, all while gaining the valuable hands-on experience that comes from co-ops, internships, research, study abroad, and more.

+1 MBA: Students who enroll in a qualifying undergraduate degree have the opportunity to add an MBA to their bachelor’s degree after their first year of study, depending on their program. Learn how the +1 MBA can accelerate your learning and position you for success.

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Careers and Experiential Learning

Typical Job Titles

UX Designer Product Designer UI Developer
Software Developer Technology Development Programmer Web and Systems Programmer

Industries

  • Commercial Banking and Credit

  • Internet and Software

  • Performing and Fine Arts

  • Health Care
Post-Graduation Salary and Career Info for Human-Centered Computing BS

Cooperative Education

What’s different about an RIT education? It’s the career experience you gain by completing cooperative education and internships with top companies in every single industry. You’ll earn more than a degree. You’ll gain real-world career experience that sets you apart. It’s exposure–early and often–to a variety of professional work environments, career paths, and industries.

Co-ops and internships take your knowledge and turn it into know-how. Your computing co-ops will provide hands-on experience that enables you to apply your computing knowledge in professional settings while you make valuable connections between classwork and real-world applications.

Students in the human-centered computing degree are required to complete two blocks of cooperative education experience.

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.

Co-op and Experiential Learning Options for Human-Centered Computing BS

Featured Work and Profiles

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Curriculum for 2024-2025 for Human-Centered Computing BS

Current Students: See Curriculum Requirements

View Printable Curriculum

Human-Centered Computing, BS degree, typical course sequence

Course Sem. Cr. Hrs.
First Year
ISTE-110
FYW: Ethics in Computing (WI) (General Education – First-Year Writing)
Computing and the Internet are now integral parts of our lives. In this course, we consider and discuss how ethical theories and principles can inform and provide guidance about interactions and uses of computing technologies. Topics include the development interpretation, and application of ethical theory, moral values, personal responsibility, codes of conduct, ethics in the real and virtual worlds, intellectual property, and information security. This is a Writing Intensive (WI) course. Students are provided with guidance and opportunities for improving informal and formal writing skills. Grades received on writing assignments will constitute a significant component of the final course grade. Lecture 3 (Fall, Spring).
 3
ISTE-140
Web & Mobile I
This course provides students with an introduction to internet and web technologies, and to development on Macintosh/UNIX computer platforms. Topics include HTML and CSS, CSS3 features, digital images, web page design and website publishing. Emphasis is placed on fundamentals, concepts and standards. Additional topics include the user experience, mobile design issues, and copyright/intellectual property considerations. Exercises and projects are required. Lec/Lab 3 (Fall, Spring).
 3
ISTE-262
Foundations of Human Centered Computing
This course explores how the fields of psychology, digital design, and computing converge in the design, development, and evaluation of new technologies that people find effective and enjoyable to use. Students will investigate the field of human-computer interaction (HCI), with a focus on how users' various sensory, motor, and cognitive abilities are essential to their successful use of technology. Students will be exposed to modern research methods and paradigms in field of human-computer interaction, including predictive modeling, heuristic evaluation, interpretive methods, and experimental user testing. Students will learn key design principles and guidelines and apply them to analyze existing designs and conduct a design process that is centered on human users of technology. (Prerequisite: ISTE-140 or IGME-230 or NACA-172 or equivalent course.) Lecture 3 (Fall).
 3
NMDE-111
New Media Digital Design Survey I
This project-based course is an investigation of the computer as an illustrative, imaging, and graphical generation tool. It develops foundational design skills in raster and vector image creation, editing, compositing, layout and visual design for online production. Emphasis will be on the application of visual design organization methods and principles for electronic media. Students will create and edit images, graphics, layouts and typography to form effective design solutions for online delivery. (This course is restricted to students in the WMC-BS or HCC-BS or NMDE-BFA or NWMEDID-BS or DIGHSS-BS program.) Lab 3, Lecture 2 (Fall, Spring).
 3
PSYC-101
Introduction to Psychology (General Education – Scientific Principles Perspective)
Introduction to the field of psychology. Provides a survey of basic concepts, theories, and research methods. Topics include: thinking critically with psychological science; neuroscience and behavior; sensation and perception; learning; memory; thinking, language, and intelligence; motivation and emotion; personality; psychological disorders and therapy; and social psychology. Lecture 3 (Fall, Spring, Summer).
 3
PSYC-223
Cognitive Psychology (General Education)
This course examines how people perceive, learn, represent, remember and use information. Contemporary theory and research are surveyed in such areas as attention, pattern and object recognition, memory, knowledge representation, language acquisition and use, reasoning, decision making, problem solving, creativity, and intelligence. Applications in artificial intelligence and human/technology interaction may also be considered. (Prerequisites: PSYC-101 or PSYC-101H or completion of one (1) 200 level PSYC course.) Lecture 3 (Fall, Spring, Summer).
 3
STAT-145
Introduction to Statistics I (General Education – Mathematical Perspective A)
This course introduces statistical methods of extracting meaning from data, and basic inferential statistics. Topics covered include data and data integrity, exploratory data analysis, data visualization, numeric summary measures, the normal distribution, sampling distributions, confidence intervals, and hypothesis testing. The emphasis of the course is on statistical thinking rather than computation. Statistical software is used. (Prerequisites: Any 100 level MATH course, or NMTH-260 or NMTH-272 or NMTH-275 or (NMTH-250 with a C- or better) or a Math Placement Exam score of at least 35.) Lecture 3 (Fall, Spring, Summer).
 3
STAT-146
Introduction to Statistics II (General Education – Mathematical Perspective B)
This course is an elementary introduction to the topics of regression and analysis of variance. The statistical software package Minitab will be used to reinforce these techniques. The focus of this course is on business applications. This is a general introductory statistics course and is intended for a broad range of programs. (Prerequisites: STAT-145 or equivalent course.) Lecture 6 (Fall, Spring, Summer).
 4
YOPS-10
RIT 365: RIT Connections
RIT 365 students participate in experiential learning opportunities designed to launch them into their career at RIT, support them in making multiple and varied connections across the university, and immerse them in processes of competency development. Students will plan for and reflect on their first-year experiences, receive feedback, and develop a personal plan for future action in order to develop foundational self-awareness and recognize broad-based professional competencies. (This class is restricted to incoming 1st year or global campus students.) Lecture 1 (Fall, Spring).
 0
 
General Education – Elective
 3
 
Open Elective
 3
Second Year
ISTE-99
School of Information Second Year Seminar
This course helps students prepare for cooperative employment by developing job search approaches and material. Students will explore current and emerging aspects of IST fields to help focus their skill development strategies. Students are introduced to the Office of Career Services and Cooperative Education, and learn about their professional and ethical responsibilities for their co-op and subsequent professional experiences. Students will work collaboratively to build résumés, cover letters, and prepare for interviewing. (Prerequisites: This class is restricted to HCC-BS or CMIT-BS or WMC-BS or WMCCR-BS or CMITDU-BS or COMPEX-UND or CMITKO-BS Major students with at least 2nd year standing.) Lecture 1 (Fall, Spring).
 0
ISTE-240
Web & Mobile II
This course builds on the basics of web page development that are presented in Web and Mobile I and extends that knowledge to focus on theories, issues, and technologies related to the design and development of web sites. An overview of web design concepts, including usability, accessibility, information architecture, and graphic design in the context of the web will be covered. Introduction to web site technologies, including HTTP, web client and server programming, and dynamic page generation from a database also will be explored. Development exercises are required. (Prerequisites: (ISTE-120 or CSCI-140 or CSCI-141 or GCIS-127 or NACA-161 or IGME-105 or IGME-101 or NMAD-180 or GCIS-123) and (ISTE-140 or NACA-172 or IGME-230 or IGME-235) or equivalent course.) Lec/Lab 3 (Fall, Spring).
 3
ISTE-264
Prototyping and Usability Testing
This course will explore how modern human centered computing design and evaluation methodologies can be effectively used to create high-quality and usable technologies for a variety of users. Students will learn how an initial design can be evaluated and improved through the use of prototyping and user evaluations. Students will investigate a variety of high- and low-fidelity prototyping techniques, plan an iterative design process for an application, conduct an evaluation of a prototype, and analyze the results of user testing to drive a design process. Programming is required. (Prerequisites: ISTE-262 or equivalent course.) Lec/Lab 3 (Spring).
 3
ISTE-266
Design for Accessibility
This course will explore the design, evaluation, and use of computing and information technologies to benefit people with disabilities and older adults. Students will learn how to analyze the accessibility of existing software or websites, and they will learn how to design technology that can be effectively, enjoyably, and efficiently used by people with diverse sensory, motor, and cognitive abilities. Students will learn about cutting-edge ways in which science and technology has provided assistance and accessibility for people with disabilities. Students will learn how to investigate the needs of users with disabilities, design technologies according to universal design or accessibility principles, interpret key accessibility regulations and guidelines, and include people with disabilities in the design and evaluation of new technologies. Programming is required. (Prerequisites: ISTE-262 or equivalent course.) Lecture 3 (Fall).
 3
ISTE-499
Undergraduate Co-op (summer)
Students perform paid, professional work related to their program of study. Students work full-time during the term they are registered for co-op. Students must complete a student co-op work report for each term they are registered; students also are evaluated each term by their employer. A satisfactory grade is given for co-op when both a completed student co-op report and a corresponding employer report that indicates satisfactory student performance are received. (Enrollment in this course requires permission from the department offering the course.) CO OP (Fall, Spring, Summer).
 0
NMDE-112
New Media Digital Design Survey II
Through formal studies and perceptual understanding, including aesthetics, graphic form, structure, concept development, visual organization methods and interaction principles, students will design graphical solutions to communication problems for static and interactive projects. Students will focus on creating appropriate and usable design systems through the successful application of design theory and best practices. Assignments exploring aspects of graphic imagery, typography, usability and production for multiple digital devices and formats will be included. (Prerequisite: NMDE-111 or NMAD-155 or equivalent course.) Lab 3, Lecture 2 (Fall, Spring).
 3
PSYC-250
Research Methods I (WI-PR) (General Education)
This course will serve as an introduction to research methods in psychology, with the goal of understanding research design, analysis and writing. Topics include examining the variety of methods used in psychology research, understanding research ethics, developing empirical hypotheses, designing experiments, understanding statistical concepts, interpreting results, and writing research and review papers in APA style. This is a required course for all psychology majors, and is restricted to students in the psychology program. (Prerequisites: PSYC-101 or PSYC-101H and STAT-145 or STAT-145H equivalent course and student standing in PSYC-BS or HCC-BS programs.) Lecture 3 (Fall, Spring).
 3
PSYC-251
Research Methods II (WI-PR) (General Education)
This course will serve as an advanced research methods course in psychology, and will build on the foundational knowledge presented in Research Methods I. Topics and tasks for this course include designing single and multi-factor experiments, interpreting correlational research, completing statistical analyses appropriate to design, completing and analyzing an IRB application, understanding observational and survey research, and presenting results in APA style. This is a required course for all psychology majors, and is restricted to students in the psychology program. (Prerequisites: PSYC-250 and STAT-146 or equivalent course.) Lecture 3 (Fall, Spring).
 3
GCIS-123
Software Development and Problem Solving I (General Education)
A first course introducing students to the fundamentals of computational problem solving. Students will learn a systematic approach to problem solving, including how to frame a problem in computational terms, how to decompose larger problems into smaller components, how to implement innovative software solutions using a contemporary programming language, how to critically debug their solutions, and how to assess the adequacy of the software solution. Additional topics include an introduction to object-oriented programming and data structures such as arrays and stacks. Students will complete both in-class and out-of-class assignments. Lab 6 (Fall, Spring).
 4
GCIS-124
Software Development and Problem Solving II (General Education)
A second course that delves further into computational problem solving, now with a focus on an object-oriented perspective. There is a continued emphasis on basic software design, testing & verification, and incremental development. Key topics include theoretical abstractions such as classes, objects, encapsulation, inheritance, interfaces, polymorphism, software design comprising multiple classes with UML, data structures (e.g. lists, trees, sets, maps, and graphs), exception/error handling, I/O including files and networking, concurrency, and graphical user interfaces. Additional topics include basic software design principles (coupling, cohesion, information expert, open-closed principle, etc.), test driven development, design patterns, data integrity, and data security. (Prerequisite: C- or better in SWEN-123 or CSEC-123 or GCIS-123 or equivalent course.) Lab 6 (Fall, Spring, Summer).
 4
 
General Education – Social Perspective
 3
 
General Education – Natural Science Inquiry Perspective
 3
Third Year
ISTE-252
Foundations of Mobile Design
This course is an introduction to designing, prototyping, and creating applications and web applications for mobile devices. These devices include a unique set of hardware and communications capabilities, incorporate novel interfaces, are location aware, and provide persistent connectivity. Topics covered include user interaction patterns, connectivity, interface design, software design patterns, and application architectures. Programming projects are required. (Prerequisites: ISTE-240 or IGME-330 or equivalent course.) Lec/Lab 3 (Fall, Spring).
 3
Choose one of the following:
0
   ISTE-498
Undergraduate Creative, Innovative or Research Experience
Students may substitute the second block of traditional co-op experience with creative, innovative or research (iSchool CIR) activities as long as it is directly related to the applicant’s degree. Examples include contributing to research projects, supervised participation in entrepreneurial activities, and cross-disciplinary innovation projects not otherwise eligible for co-op. Students will follow a structured application process prior to registering for the course. They will submit a plan of work that outlines the proposed activities, defines tangible goals and deliverables, and identifies a person (faculty member, business contact, etc.) who will provide oversight throughout the term. At the conclusion of the term, students will follow an assessment process similar to that used for traditional co-op as well as (submission of evaluation of responsible oversight party, their daily time and activity logs, the students report and an announced presentation – see iSchool CIR Experience Guidelines on the web at https://ischool.rit.edu/ > Student Resources > Co-op Enrollment for further information). (Prerequisites: ISTE-499 or equivalent course.) CO OP (Fa/sp/su).
  
   ISTE-499
Undergraduate Co-op (summer)
Students perform paid, professional work related to their program of study. Students work full-time during the term they are registered for co-op. Students must complete a student co-op work report for each term they are registered; students also are evaluated each term by their employer. A satisfactory grade is given for co-op when both a completed student co-op report and a corresponding employer report that indicates satisfactory student performance are received. (Enrollment in this course requires permission from the department offering the course.) CO OP (Fall, Spring, Summer).
 0
 
HCC Concentration Courses
 12
 
General Education – Artistic Perspective
 3
 
General Education – Global Perspective
 3
 
General Education – Immersion 1
 3
 
Open Electives
 6
Fourth Year
ISTE-500
Senior Development Project I
The first course in a two-course, senior level, system development capstone project. Students form project teams and work with sponsors to define system requirements. Teams then create architectures and designs, and depending on the project, also may begin software development. Requirements elicitation and development practices introduced in prior coursework are reviewed, and additional methods and processes are introduced. Student teams are given considerable latitude in how they organize and conduct project work. (This course is restricted to WMC-BS, HCC-BS, CMIT-BS, and 2 ISTE-499 completed or (1 ISTE-498 completed and 1 ISTE-499 completed).) Lecture 3 (Fall, Spring).
 3
ISTE-501
Senior Development Project II (WI-PR)
The second course in a two-course, senior level, system development capstone project. Student teams complete development of their system project and package the software and documentation for deployment. Usability testing practices introduced in prior course work are reviewed, and additional methods and processes are introduced. Teams present their developed system and discuss lessons learned at the completion of the course. (Prerequisites: ISTE-500 or equivalent course.) Lecture 3 (Fall, Spring).
 3
 
HCC Concentration Courses
 6
 
General Education – Ethical Perspective
 3
 
General Education – Immersion 2, 3
 6
 
Open Elective
 3
 
General Education - Elective
 3
Total Semester Credit Hours
120

Please see General Education Curriculum (GE) for more information.

(WI) Refers to a writing intensive course within the major.

Please see Wellness Education Requirement for more information. Students completing bachelor's degrees are required to complete two different Wellness courses.

Concentrations

Accessibility
ISTE-464
Accessibility Through the Lifespan
Students will explore how accessibility and assistive technologies intersect with aging throughout the lifespan, with a particular focus on the early and later stages of human development, including: educational contexts (for children or young adults) and effective design strategies for promoting accessibility for older adults with diverse capabilities. Students will learn key legal regulations that govern special education and accessibility in educational contexts, including the provision of assistive technologies and the accessibility of instructional technologies. Students will also explore typical changes in ability and impairments that relate to the human aging process, and they will investigate how to design usable and engaging technology for the growing population of older adults. Students will come to understand the concepts and needs of younger and older users firsthand through, e.g., guest speakers or personal interactions. (Prerequisites: ISTE-266 or equivalent course.) Lec/Lab 3 (Spring).
ISTE-562
Research in Accessibility
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: ISTE-266 and PSYC-251 or equivalent course.) Lecture 3 (Fall).
ISTE-563
Access & Assistive Technology
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. Programming is required. (Prerequisites: ISTE-266 or equivalent course.) Lec/Lab 3 (Biannual).
Design
NMDE-201
New Media Design Elements II
Information design for static, dynamic and interactive multimedia integrates content with visual indicators. Legibility and clear communication of information and direction is important to the success of any user interface design. This course integrates imagery, type, icons, actions, color, visual hierarchy, and information architecture as a foundation to design successful interactive experiences. (Prerequisites: NMDE-102 or NMDE-112 or equivalent course and student standing in NMDE-BFA or HCC-BS or DIGHSS-BS program.) Lab 3, Lecture 2 (Fall).
NMDE-203
New Media Design Interactive II
This course extends previous interactive design and development experience and skills to emphasize interactive design principles and development. The emphasis in this course will be on the creative process of planning and implementing an interactive project across multiple platforms. Students will concentrate on information architecture, interactive design, conceptual creation, digital assets, visual design and programming for interactions. (Prerequisites: NMDE-103 or ISTE-140 and NMDE-112 and NMDE-201 or equivalent courses.) Lab 3, Lecture 2 (Spring).
NMDE-302
New Media Design Graphical User Interface
This course examines the user-centered and iterative design approaches to application and interactive development with a focus on interface design, testing and development across multiple devices. Students will research and investigate human factors, visual metaphors and prototype development to create effective and cutting edge user interfaces. (Prerequisites: NMDE-201 and NMDE-203 or equivalent courses.) Lab 3, Lecture 2 (Fall).
Front End Development
ISTE-340
Client Programming
This course will explore the analysis, design, development, and implementation of client-side programming in the context of Internet technologies, mobile devices, Web-based client systems and desktop applications. Students will learn to design and build usable and effective interactive systems, clients, and interfaces. Key features addressed will include browser and platform compatibility, object reusability, bandwidth and communications issues, development environments, privacy and security, and related technologies and APIs. Programming is required. (Prerequisites: (ISTE-240 or IGME-330) and (GCIS-124 or ISTE-121 or ISTE-200 or CSCI-142 or CSCI-140 or IGME-106 or IGME-102 or GCIS-127) or equivalent courses.) Lec/Lab 3 (Fall, Spring).
ISTE-454
Mobile Application Development I
This course extends the material covered in the Foundations of Mobile Design course and provides students with the experience of creating interesting applications for small-size form factor mobile devices such as smartphones These devices are exceptionally portable, have unique sets of hardware and communications capabilities, incorporate novel interfaces, are location aware, and provide persistent connectivity. Students are encouraged to make creative use of these unique device characteristics and operating properties to develop innovative applications. Programming projects are required. (Prerequisites: (ISTE-252 and ISTE-340) or IGME-330 or equivalent courses.) Lec/Lab 3 (Fall, Spring).
ISTE-456
Mobile Application Development II
This course extends the Foundations of Mobile Design course in that students will learn to apply mobile design skills to develop applications in the Android platform. Students will design, develop, and test mobile applications using the Android Studio IDE. This course covers the major components such as activities, receivers, content providers, permissions, intents, fragments, data storage, and security. Programming projects are required (Prerequisites: (ISTE-252 and ISTE-340) or IGME-330 or equivalent courses.) Lec/Lab 3 (Fall, Spring).
Instructional Technology
ISTE-560
Fundamentals of Instructional Technology
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 convey knowledge. This course enables the student to plan, organize, and systematically develop instructional materials. The course uses an ISD model to analyze, design, deliver, and evaluate instruction. Lecture 3 (Fall).
ISTE-561
Interactive Courseware
Instructional software is referred to as courseware. This course is a continuation of Fundamentals of Instruction Technology (ISTE-560), and serves as a transition from general instructional design principles to the actual application of these principles in a computer-based environment. Using teaching and learning principles is somewhat different when developing instruction that will be delivered by computer. This course teaches techniques that have been successful in the design and development of courseware as well as reviewing current theories and models. (Prerequisites: ISTE-560 and ISTE-121 or GCIS-124 or equivalent courses.) Lecture 3 (Spring).
PSYC-235
Learning and Behavior
This course covers topics in learning such as non-associative learning, classical conditioning, instrumental conditioning, stimulus control of behavior, reinforcement, generalization and discrimination, and observational learning. Topics on learning and behavior in non-human animals may also be covered. (Prerequisites: PSYC-101 or PSYC-101H or completion of one (1) 200 level PSYC course.) Lecture 3 (Fall, Spring, Summer).
Natural Language Processing
ENGL-351
Language Technology (required)
LING-581
Natural Language Processing I (required)
This course provides theoretical foundation as well as hands-on (lab-style) practice in computational approaches for processing natural language text. The course will have relevance to various disciplines in the humanities, sciences, computational, and technical fields. We will discuss problems that involve different components of the language system (such as meaning in context and linguistic structures). Students will additionally collaborate in teams on modeling and implementing natural language processing and digital text solutions. Students will program in Python and use a variety of relevant tools. Expected: Programming skills, demonstrated via coursework or instruction approval. Lecture 3 (Spring).
Plus one of the following:
   LING-582
 Natural Language Processing II
Study of a focus area of increased complexity in computational linguistics. The focus varies each semester. Students will develop skills in computational linguistics analysis in a laboratory setting, according to professional standards. A research project plays a central role in the course. Students will engage with relevant research literature, research design and methodology, project development, and reporting in various formats. (Prerequisites: ENGL-581 or LING-581 or equivalent course.) Lecture 3 (Spring).
   LING-584
 Undergraduate Speech Processing
This course introduces students to speech and spoken language processing with a focus on real-world applications including automatic speech recognition, speech synthesis, and spoken dialog systems, as well as tasks such as emotion detection and speaker identification. Students will learn the fundamentals of signal processing for speech and explore the theoretical foundations of how human speech can be processed by computers. Students will then collect data and use existing toolkits to build their own speech recognition or speech synthesis system. This course provides theoretical foundation as well as hands-on laboratory practice. Lecture 3 (Fall).
Psychology
PSYC-430
Memory and Attention
This course is intended for students in the cognitive track. This course reviews current research in the areas of memory and attention. This course will consider such memory topics as: classic theories of memory, Baddeley’s model of working memory, in-formation processing, implicit and explicit memory, principles of forgetting, developmental changes in memory, skill memory, autobiographical memory, eyewitness memory, and the neural bases of memory. Attention topics covered in this course will include: Selective and divided attention, search and vigilance, signal detection theory, and neural correlates of attention. (Prerequisites: PSYC-223 and (PSYC-251 or 0514-315, 0514-350 and 0514-400) or equivalent courses.) Lecture 3 (Biannual).
PSYC-431
Language and Thought
This course is intended for students in the cognitive track. This course examines the structure of human language and its relationship to thought, and surveys contemporary theory and research on the comprehension and production of spoken and written language. In addition, we will discuss categorization, representation of knowledge, expertise, consciousness, intelligence, and artificial intelligence. Topics on language and thought in non-human animals may also be covered. Part of the cognitive track for the psychology degree program. (Prerequisites: PSYC-223 and (PSYC-251 or 0514-315, 0514-350 and 0514-400) or equivalent courses.) Lecture 3 (Biannual).
PSYC-432
Decision Making, Judgment and Problem Solving
This course is intended for students in the cognitive track. This course explores judgment, decision-making and problem-solving processes and focuses on the social and cognitive aspects of complex information processing. Major topics include normative, descriptive (heuristics and biases), and naturalistic approaches to decision-making, as well as selective perception, memory and hindsight biases, framing effects, social influences, group processes and human error. Models of decision-making considered include the prospect theory, expected utility theory, and Bayes’ Theorem. Problem solving will be examined from perspectives of formal, computational methods as well as intuition and creativity. Experimental methods and applications in design of systems and decision aids will receive special attention. (Prerequisites: PSYC-223 and (PSYC-251 or 0514-315, 0514-350 and 0514-400) or equivalent courses.) Lecture 3 (Biannual).

Admissions and Financial Aid

This program is STEM designated when studying on campus and full time.

First-Year Admission

A strong performance in a college preparatory program is expected. This includes:

  • 4 years of English
  • 3 years of social studies and/or history
  • 3 years of mathematics is required and must include algebra, geometry, and algebra 2/trigonometry. Pre-calculus is preferred.
  • 2-3 years of science is required and must include chemistry or physics; both are preferred.
  • Computing electives are preferred.

Transfer Admission

Transfer course recommendations without associate degree
Courses in computer science, calculus, liberal arts; calculus-based physics, chemistry, or biology

Appropriate associate degree programs for transfer
AS degree in computer science, engineering science, or liberal arts

Learn How to Apply

Financial Aid and Scholarships

100% of all incoming first-year and transfer students receive aid.

RIT’s personalized and comprehensive financial aid program includes scholarships, grants, loans, and campus employment programs. When all these are put to work, your actual cost may be much lower than the published estimated cost of attendance.
Learn more about financial aid and scholarships

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