Graduate ProgramsThe Master of Science Degrees Given the rapid and apparently unlimited growth of this new field at all levels of competence, each of the master's degree programs serves students who need education in the use of information technologies to enhance their job performance or employment prospects. The School of Informatics offers five master's degrees: Master of Science in Bioinformatics Bioinformatics, Chemical Informatics, Health Informatics, and Human-Computer Interaction require 36 credits including the completion of two common graduate core courses. Media Arts and Science requires 30 credits including the completion of 18 credit hours of core courses. Master of Science in Bioinformatics, IUB/IUPUI (36 cr.)About the Master of Science in Bioinformatics About the Master of Science in BioinformaticsBioinformatics is a pure and an applied science dealing with the collection, management, analysis and dissemination of biological data and knowledge, especially with respect to genetics and molecular biology. A Master of Science in Bioinformatics addresses needs for education in this rapidly growing field of bioinformatics. This is an interdisciplinary program at the Bloomington and Indianapolis campuses, involving faculty from the departments of biology, computer science, chemistry, library and information science, and others. The end of the twentieth century saw an explosion of data discovered from living organisms, especially in areas of molecular biology and genetics. The goal of bioinformatics is to deal with this flood of data, organize it as comprehensible information, and turn it into useful knowledge. For example, the flow of information from the Human Genome Project will revolutionize medical practice and biological research in this century, and enable an understanding of most inherited diseases. Study of the genomic code, coupled with new understanding of its organization, regulation and function in cells, and in development of organisms, is forming the basis for designing new treatments for many diseases and for understanding and modulating health problems associated with aging. Genome information is quickly becoming the basis for designing new drugs. It is also central to the improvement of genomes of economically important crops and animals. Experienced bioinformaticians are limited in number, while the need for them in industry, academe, and government has grown rapidly. Full understanding and application of this new data requires a large body of intelligent, creative, and experienced scientists with a firm understanding of both computation and biology. There is a current and projected shortage of such people and a pressing need for educational institutions to teach bioinformatics. In the mid-1990s, biosciences industries discovered the importance of bioinformatics to their goals and quickly stripped academic centers of many experts who would normally serve to educate a new generation of students. New directions following the unraveling of the genomic code also point to greatly increased information flow and an increasing scale in the application of computing methods to biosciences. The IUPUI and IUB campuses are well suited for offering graduate education in bioinformatics. At IUPUI, the Department of Computer and Information Science and the Department of Biology in the School of Science collaborate closely with the Department of Biochemistry and Molecular Biology and other departments in the School of Medicine. Many ongoing projects funded by federal agencies need the knowledge and technology of bioinformatics. The Department of Computer and Information Science has obtained funds from the Research Laboratories at Eli Lilly and Company for research in bioinformatics. Individual faculty members in the Department of Computer and Information Science and the Department of Biochemistry and Molecular Biology are also engaged in a research initiative in Bioinformatics at IUPUI. At IUB, the Department of Biology has a strong, highly respected faculty and is the center for internationally recognized bioinformatics projects, including the popular IUBio Archive of biology software and data. This department is home to the FlyBase Drosophila genome informatics project, which is recognized as one of the most technologically advanced databases of the Human Genome Project. New bioinformatics initiatives at IUB include areas of phylogenetics, genomics and microarray data processing. Return to Master of Science in Bioinformatics General Requirements for the M.S. in BioinformaticsThis curriculum includes a set of core and elective courses covering concepts and training in bioinformatics, biosciences and informatics, and computer sciences. A primary goal of this curriculum is to provide scientists with a strong foundation in the areas of computation/informatics and biology, though their primary focus may be in one or the other area. The integration of knowledge from biology, computing, mathematics, and related areas will receive particular emphasis. Students with different levels of background in biology, computing, and informatics sciences are encouraged to apply. Students with academic deficiencies will address these through individually planned programs of suggested course work. Students will gain experience in the applications of computing methods to biology information by completing course work and non-classroom original research projects. These projects will be supervised jointly by informatics and biosciences faculty. Return to Master of Science in Bioinformatics PrerequisitesProspective students for graduate study in bioinformatics will be expected to have introductory background in both informatics and biology. Students need approximately 6 undergraduate credit hours of coursework in biology, covering areas of molecular biology, genetics, and evolution. Students need approximately 6 undergraduate credit hours of computer science or informatics coursework, covering areas of programming, discrete structures, and data structures. Students not having completed these prerequisites may need to take appropriate undergraduate courses to ensure regular progress through the program. To receive the master's degree, the applicant must be admitted as a graduate student and complete 36 credits in bioinformatics-related courses accepted for graduate credit, including 9 hours of core courses, 21 hours of electives and 6 hours of project or thesis credit. The following courses may be used for this: Return to Master of Science in Bioinformatics Core Courses, IUB (9 cr.)INFO I501 Introduction to Informatics (3 cr.) Choose one from among the following: Return to Master of Science in Bioinformatics Core Courses, IUPUI (9 cr.)CSCI 548 Topics: Introduction to Bioinformatics (3 cr.) Return to Master of Science in Bioinformatics Electives, IUB (21 cr.)Electives are to be chosen, with prior approval of a graduate advisor, from a list of departments specific to each degree program. The following courses have been approved. Additional courses may be added to the student's program with advisor's consent. Biology Biochemistry Analytical Chemistry Inorganic Chemistry Organic Chemistry Physical Chemistry Informatics Computer Science Library and Information Science Statistics Other Courses Return to Master of Science in Bioinformatics Electives, IUPUI (21 cr.)Electives are to be chosen, with prior approval of a graduate advisor, from a list of departments specific to each degree program. The following courses have been approved. Additional courses may be added to the student's program with advisor's consent. Note that elective courses may require prerequisites. BIOL 484 Cellular Biochemistry (3 cr.) Return to Master of Science in Bioinformatics Project/Thesis, IUB/IUPUI (6 cr.)Students must perform an independent research project and produce a report or thesis for public defense. The project might consist of a research paper, a designed artifact, or other appropriate deliverable format. INFO I692 Thesis/Project in Bioinformatics (1-6 cr.) Return to Master of Science in Bioinformatics
Master of Science in Chemical Informatics, IUB/IUPUI (36 cr.)About the Master of Science in Chemical Informatics About the Master of Science in Chemical InformaticsThe size of the information problem in chemistry is staggering. It can be judged from the fact that Chemical Abstracts Service adds over 700,000 new compounds to its database annually. Massive amounts of physical and chemical property data are generated each year for new and existing chemical substances. The avalanche of data can bury a chemical research project unless chemists find ways to cope with it. Fortunately, those trained in chemical informatics provide the tools to acquire, organize, and evaluate data, yielding new insights for further chemical research. Chemical informatics companies combine molecular simulation and data analysis techniques with high-quality graphical visualization to obtain stunning results. Chemical informatics thus helps chemists investigate new problems and organize and analyze scientific data to develop novel compounds, materials, and processes through the application of information technology. The curriculum for a Master of Science in Chemical Informatics in the School of Informatics, developed jointly by IUB and IUPUI, educates students in the following major aspects of chemical informatics:
PrerequisitesProspective students for graduate study in chemical informatics will be expected to have training in both informatics and chemistry. If sufficient background has not been completed, some additional coursework may be necessary to ensure progress through the program. Return to Master of Science in Chemical Informatics Students with a Bachelor's Degree in Computer Science, Informatics, or Other Information FieldsStudents with a B.S. in any information-based field will require approximately 22 undergraduate credit hours of coursework in chemistry to provide sufficient background for coursework required to study for the M.S. in Chemical Informatics. This includes: General Chemistry with laboratory (two semesters)Return to Master of Science in Chemical Informatics Students with a Bachelor's Degree in Chemistry (B.A. or B.S.)Students with undergraduate degrees in chemistry (typically 25 or more credits in chemistry or biochemistry courses) will need some preparative work in informatics. Four or more credits in formal informatics coursework, computer science courses relevant to informatics, or bioinformatics or chemical informatics coursework will provide the necessary background for graduate study. Students not having completed this study may need to take appropriate undergraduate courses to ensure regular progress through the program. Return to Master of Science in Chemical Informatics Core Courses, IUB/IUPUI (6 cr.)INFO I501 Introduction to Informatics (3 cr.) Return to Master of Science in Chemical Informatics Core Courses, IUB (6 cr.)CHEM C571 Chemical Information Technology (3 cr.) Return to Master of Science in Chemical Informatics Core Courses, IUPUI (6 cr.)CHEM 696 Special Topics in Chemistry (3 cr.) Course content changes each semester. Students register for 3 credit hours for two semesters. Return to Master of Science in Chemical Informatics Electives, IUB (18 cr., at least 6 of which must be in chemistry or biochemistry)Electives are to be chosen, with prior approval of a graduate advisor, from a list of departments specific to each degree program. The following courses have been approved. Additional courses may be added to the student's program with advisor's consent. Some of the following courses may also be offered at IUPUI; check current course schedules. Note that some elective courses may require prerequisites. Biology Biochemistry Analytical Chemistry Inorganic Chemistry Organic Chemistry Physical Chemistry Informatics Computer Science Library and Information Science Statistics Other Courses Return to Master of Science in Chemical Informatics Electives, IUPUI (18 cr., at least 6 of which must be in chemistry or biochemistry)Electives are to be chosen, with prior approval of a graduate advisor, from a list of departments specific to each degree program. The following courses have been approved. Additional courses may be added to the student's program with advisor's consent. Biochemistry Analytical Chemistry Organic Chemistry Physical Chemistry Computer Science New Media Return to Master of Science in Chemical Informatics Project/Thesis or Internship, IUB, IUPUI (6 cr. taken in year two)As a capstone experience, students will complete 6 credits of research, a project, or an internship under the guidance of a chemistry faculty member. INFO I693 Informatics Thesis/Project (1-6 cr.) Return to Master of Science in Chemical Informatics
The Master of Science in Health Informatics, IUPUI (36 cr.)About The Master of Science in Health Informatics About The Master of Science in Health InformaticsThe School of Informatics offers a Master of Science in Health Informatics at IUPUI to address needs emanating from the rapidly changing health care environment. Research and educational programs in medical, nursing, and health informatics are growing at a rapid rate nationally. This can be attributed in large part to the increasing complexity and importance of health care reimbursement, which has created a need for improved classification, storage, and analysis of medical information to establish best clinical practice and cost efficiency. Users of health informatics include clinicians, researchers, health care educators, health organization administrators, health policy analysts, health information administrators, quality improvement directors, and chief information officers. Those who are professionally involved in health informatics work in a variety of settings, including acute care hospitals, managed care organizations, consulting firms, claims and reimbursement organizations, accounting firms, home health care agencies, long-term care facilities, corrections facilities, pharmaceutical companies, behavioral health organizations, insurance companies, state and federal health care agencies, and health computing industries. The IUPUI campus is uniquely suited to conduct graduate education in health informatics through its health schools, research centers, and affiliated academic units. The School of Medicine has a long history of fellowship training and research in medical informatics. The School of Allied Health Sciences offers an undergraduate degree in health information administration. This baccalaureate program prepares professionals to plan and manage health information systems. The curriculum is grounded in computer systems, health law, medical documentation, and organizational management. The School of Nursing, which is the largest in the country, is in the forefront in the development of nursing informatics, with a particular emphasis on consumer health informatics. The School of Library and Information Science offers master's and doctoral degrees in information science, which are distinguished by their sociotechnical orientation. The school also has a broad research thrust exploring the interconnection of social, behavioral, and technological issues associated with the use of information and communication technologies. The Department of Computer and Information Science offers a master's degree in Computer Science with a specialization in databases and data mining. The department supports the computer science requirements of the M.S. in Health Informatics. Faculty in the department are externally funded to conduct research in medical informatics and bioinformatics. Other academic programs at Indianapolis and Bloomington in public health, applied health sciences, and hospital administration offer important supporting course work. Return to Master of Science in Health Informatics General Requirements for the M.S. in Health InformaticsTo receive the Master of Science in Health Informatics, students must complete 36 credit hours of prescribed courses. In addition to core courses, students choose, in consultation with advisors, a set of concentration electives. Examples of concentration areas include: Knowledge-based health care information focuses on the storage, organization, evaluation, and dissemination of health and medical knowledge (e.g., textbooks, journals, other media, and information) to support evidence-based practice and patient education. End-users of knowledge-based health care information include clinicians, patients, health educators, and health planners. Health services informatics focuses on information management in health care systems and addresses such diverse needs as patient flow, resource allocation, billing, and compiling and reporting of data. This involves developing information systems for processing and storing clinical data, complying with medical documentation requirements of accrediting and governmental agencies, and setting health information policies. Clinical databases focuses on the storage of medical data and linkage of electronic systems. Study in this concentration is based on an electronic medical record system which includes existing standards and coding, links between health-related databases, and data extraction for clinical care and management. Research is oriented to using such databases to learn more about disease and health maintenance (e.g., clinical epidemiology, pharmacoepidemiology, public health informatics, and nursing informatics). Return to Master of Science in Health Informatics Prerequisites (12 cr.)All students applying for the M.S. in Health Informatics should have prerequisite courses or equivalencies in the following areas:
To receive a master's degree, the applicant must be admitted as a graduate student and complete 36 credits in health informatics-related courses numbered 500 or above as listed below. The following courses are offered at IUPUI; courses may also be taken at IUB with approval of the advisor. Return to Master of Science in Health Informatics Core Courses (15 cr.)All of the following are required: Choose one of the following: Return to Master of Science in Health Informatics Electives (15 cr.)Electives may be selected from existing graduate courses in numerous schools and other academic units, depending on student need. Of these 15 credit hours, 9 credit hours must be selected from the list of informatics and computer science courses. (This list is neither exhaustive nor exclusive.) In consultation with their advisors, students will have wide latitude in choosing appropriate courses. Informatics and Computer Science Design, Measurement, and Evaluation Health Sciences Return to Master of Science in Health Informatics Project/Thesis, IUPUI (6 cr.)As a capstone experience, students will complete either a project, planned in conjunction with their advisor, or a researched-based thesis, supervised by a research advisor and a thesis committee. Core and support faculty from the participating schools will have a wide range of research interests that will provide graduate students with choices relevant to their concentration areas. INFO I691 Thesis/Project in Health Informatics (1-6 cr.) Return to Master of Science in Health Informatics
Master of Science in Human-Computer Interaction, IUB (36 cr.)About the Master of Science in Human-Computer Interaction About the Master of Science in Human-Computer InteractionHuman-Computer Interaction (HCI) is the branch of informatics that studies and supports the design, development, and implementation of humanly usable and socially acceptable information technologies. The goal of the field is to shape new media and tools that will support human use, augment human learning, enhance communication and lead to more acceptable technological developments at the individual and the social levels. Research into HCI draws extensively on mainstream informatics concerns with cognition, communication, representation, and computation. HCI professionals seek to identify the nature and parameters of human information processing at the interface, to design forms of representation that support human interpretation and use of information, to reliably and validly test new technologies for usability and acceptability, and to determine how information technologies change working practices and social activities. Regular job postings for HCI personnel express a desire for professionals with suitable scientific training in design and evaluation, and increasingly, applied social scientists with technological skills are finding employment in the software industry as HCI professionals. At Indiana University, the HCI program draws faculty from across campus to provide the appropriate blend of multi-disciplinary expertise required to study this new discipline. Return to Master of Science in Human-Computer Interaction PrerequisitesStudents may be asked to complete prerequisite course work by a graduate advisor to ensure progress through the program. Return to Master of Science in Human-Computer Interaction General Requirements for the M.S. in Human-Computer Interaction (HCI)To receive the master of science degree, the applicant must be admitted as a graduate student and complete 36 credits of graduate study in HCI according to the following schedule: Return to Master of Science in Human-Computer Interaction Core Courses (15 cr.)INFO I501 Introduction to Informatics (3 cr.) Six credit hours of course work in Human-Computer Interaction Three credit hours of Intermediate Statistics Return to Master of Science in Human-Computer Interaction Electives (15 cr.)Electives are to be chosen, with prior approval of a graduate advisor, from a list of departments specific to each degree program. The following courses have been approved. Additional courses may be added to the student's program with advisor's consent. Students must take courses from at least two departments. Note that some elective courses may require prerequisites. Return to Master of Science in Human-Computer Interaction Project/Thesis, IUB (6 cr.)Students will perform an independent research project, and produce a report or thesis, a designed artifact, or other appropriate deliverable format for public defense. INFO I694 Thesis/Project in Human-Computer Interaction (1-6 cr.) Return to Master of Science in Human-Computer Interaction
Master of Science in Media Arts and ScienceAbout the Master of Science in Media Arts and Science About the Master of Science in Media Arts and ScienceThe Master of Science degree develops specialized skills and knowledge in new media with the purpose of preparing students to manage and conduct research on Internet and Web environments and multimedia production techniques. Like all new media programs, the masters degree is focused on applied research and application. The course of study is oriented toward professional practice and relies on a theory base drawn from fundamental disciplines which study communication as sight, sound and motion. Skills and knowledge embedded in this degree program include: web page and multimedia research design, computer programming and database programming, multimedia authoring language skills and data collection, software, multimedia development of audio and video impact on users, digital graphics assessment techniques, and writing and editing of materials for multimedia evaluation and assessment. The Master of Science in Media Arts and Science includes required courses in new media with specific emphasis on philosophy and principles of the field as well as techniques using technology in communication and cybernetic/human interaction theory. Graduates will be prepared to conduct research in the development and effects of using communication technology in academic, social, and vocational settings. Opportunity will exist within the field for students to conduct applied research in media related disciplines. Career options include 2D/3D artist, animator, creative technologist, multimedia producer, director of software development, electronic publisher, hypermedia specialist, Internet developer, graphic artist, interactive trainer, music producer, multimedia developer, composer, techno-artist, video/audio editor, webmaster, and web site designer. Return to Master of Science in Media Arts and Science Application ProceduresSee section on application procedures for informatics. Return to Master of Science in Media Arts and Science Admission RequirementsStudents must hold a Bachelor's degree with demonstrated media arts skills. Students must have an overall grade point average of 3.0 on a 4.0 point scale.
Graduate Portfolio Submission GuidelinesThe candidate's portfolio should demonstrate a sufficient mastery of the knowledge and skills of design, interactive media, and/or three-dimensional digital graphics. This includes the ability to technically and creatively integrate the cumulative proficiencies of the candidate's previous discipline into a representation that professionally demonstrates his or her experience, achievements, and creative problem-solving skills in digital technologies. Portfolios should include a collection of 15-20 works (maximum) that represent the candidate's graphics, digital arts, and/or other proficiencies in three of the four areas below. Fifty percent of the works submitted must be from categories 1-3, i.e. areas pertaining to the visual arts.
The portfolio should include a Microsoft Word or PDF document that contains a detailed description of the submitted works with the following information:
Return to Master of Science in Media Arts and Science Degree RequirementsThe Master of Science degree is a 30 credit-hour program that includes a core of 18 hours and a specialization area of 12 hours. Electives will be available which allow students to specialize in "major field" areas within the new media graduate curriculum. Students must receive a B+ or better in the required core courses, and a B or better in the specialization core courses to remain in good standing. Required Core Courses (18 hours) Specialization Core Courses (12 hours) Area 1: Computer ScienceArea 2: ArtThe specialization core MUST be approved by the School of New Media academic advisor and the head of graduate studies PRIOR to enrollment in the courses. Return to Master of Science in Media Arts and Science
* One or more of these areas should include audio, video, or simulation. |
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