Programme Specification

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1 Programme Specification Title: Computer Information Systems Final Award: Master of Computing (MComp) With Exit Awards at: Certificate of Higher Education (CertHE) Diploma of Higher Education (DipHE) Bachelor of Science with Honours (BSc (Hons)) Master of Computing (MComp) To be delivered from: 1 Sep 214 Level Date Level 1 or Certificate of Higher Education (CertHE) Level 2 or Diploma of Higher Education (DipHE) Level 3 or Bachelor of Science with Honours (BSc (Hons)) Level 4 or Master of Computing (MComp) Page 1/39

2 Table Of Contents 1. Introduction Basic Programme Data Programme Description Overview Aims and Objectives Variations to Standard Regulations and Guidance Programme Outcomes Knowledge and Understanding Subject Specific Intellectual Skills Subject Specific Practical Skills Transferable Skills and Attributes Learning, Teaching and Assessment Strategies Learning and Teaching Strategy Assessment Strategy Programme Structure Appendix I - Curriculum Map Appendix II - Assessment Map Appendix III - Benchmark Analysis Appendix IV - Benchmark Statements(s) Page 2/39

3 1. Introduction This document describes one of the University of Lincoln's programmes using the protocols required by the UK National Qualifications Framework as defined in the publication QAA guidelines for preparing programme specifications. This programme operates under the policy and regulatory frameworks of the University of Lincoln. Page 3/39

4 2. Basic Programme Data Final Award: Programme Title: Exit Awards and Titles Master of Computing (MComp) Computer Information Systems Certificate of Higher Education (CertHE) Diploma of Higher Education (DipHE) Bachelor of Science with Honours (BSc (Hons)) Master of Computing (MComp) Subject(s) Computing Mode(s) of delivery Full Time Part Time Is there a Placement or Exchange? UCAS code Awarding Body Campus(es) School(s) Programme Leader Relevant Subject Benchmark Statements Professional, Statutory or Regulatory Body Accreditation Yes G55 University of Lincoln Lincoln Campus Programme Start Date School of Computer Science John Lewak (JLewak) BCS the Chartered Institute for IT Page 4/39

5 3. Programme Description 3.1 Overview The Computer Information Systems curriculum at Lincoln is informed by academic theory and provides a framework with which to analyse the potential and actual performance of business systems. This course addresses the gap between the client's requirements and the design and construction of information systems and their use and management. Your first year introduces computer systems in theory and practice, data structures and web technologies, software development, problem-solving and information systems. In the second year, you cover subjects including business processes and human-computer interaction. The third year sees studies progress onto more specialist areas, such as business intelligence, computer vision, robotics or software engineering, and you undertake an independent project. If you choose the MComp programme, a fourth year of study enables you to develop skills in research methods, and you will complete a substantive live project working with an external client in an area of specific interest to you. 3.2 Aims and Objectives MComp Computer Information Systems aims to provide students with an education and learning experience that will equip them to operate on graduation as autonomous computing professionals. The programme aims to instil knowledge and to develop critical and intellectual abilities applicable to problem solving and solution specifying in technologically and socially diverse environments. The curriculum takes as its objectives the study of information, systems, people and technology: a collection of foci which pervade the curriculum, providing developmental strands that offer continuity of learning experience through all levels of study. MComp Computer Information Systems is distinctive in that it addresses an emerging gap between the design and implementation of information systems and the management, support and integration of such systems into business activity. The juxtaposition in the curriculum of theoretical and applied emphases seeks to develop practitioners who are able to make real contributions within a systems development context. MComp Computer Information Systems offers students a wider and deeper educational experience than the corresponding BSc (Hons) Computer Information Systems, including an element of Masters level study. Much text on Information Systems relates to what ought to happen rather than what often does happen in organisations. Technology is often portrayed as a panacea which will fix all business related problems. However, the number of unsuccessful I.T. projects clearly demonstrates that this is not the case. MComp Computer Information Systems distinguishes itself by contrasting popular theory with real theory. It takes a critical perspective on theory in practice and provides frameworks to analyse business systems in terms of real potential and actual performance. The exit profile of a graduate in this degree is someone who has a realistic perspective on issues in business and management, who also understands the capabilities of computing as a resource and can translate business needs into computing applications. The exiting graduate will be ideally placed to follow a career as a hybrid manager of computer related information systems; they will be able to communicate in business language to business people and technological language to technologists. Having studied modules at masters level, MComp students graduate with a greater depth of knowledge in their subject area and with a stronger practical understanding of research tools and techniques thereby providing them with an edge in the job market. QAA Subject Benchmark Statement(s): This programme responds to the United Kingdom QAA benchmark statements for the subject of Computing. Benchmarking analysis provides a detailed specification of the relationship between this programme's curriculum and the relevant QAA benchmark(s). Page 5/39

6 Internal contexts: Programmes in the School of Computer Science can be taken as three year BSc (Hons) awards or four year BSc (Hons) awards that include an optional sandwich work placement. Programmes are also available as four year MComp (Master of Computing) awards or five year MComp awards if the optional sandwich placement is also taken. The School is the home for research centres concerned with Computer Vision, in Autonomous Systems including Robotics and in Social Computing as well as a number of emerging research groups. Study programmes have been structured to exploit this expertise and to ensure that wherever possible, teaching is informed by current research. Opportunities for students to become familiar with and ultimately involved in research activity are actively promoted. The School is located in the College of Science and integrates with other Colleges, Schools and Departments through the provision of collaborative awards at undergraduate and postgraduate level. This integration is further consolidated through the College s committee structures, through Research seminar programmes and through cross college staff and student development and other collaborative activities. External contexts: MComp Computer Information Systems is part of an ongoing response to changes in the discipline of computer science and its emerging and volatile application contexts. The programme particularly seeks to acknowledge and formalise relationships between the maturing theory and practice of computing and information systems development. A range of successful I.T. focused companies, including HBS, e2v and Siemens, operate within easy reach of the University and regularly engage with students of the College of Science through project briefs, work experience and industrial liaison. Besides these local companies, the College has been successful in engaging business from outside the region to work with staff and student groups. As the School s international research portfolio develops the number of international, national and regional partnerships with commercial, academic, charitable and other institutions has seen huge growth. An example of this is the multi-million Euro project Pravda funded by EPSRC and Wellcome Foundation to develop new and better treatments for cancer. The College is also growing its relationship with industry through Knowledge Transfer Partnerships and through its relationship with Sparkhouse Studios. This MComp programme complies fully with the Bologna agreement in: its designation as an Integrated Masters programmes; the volume of study undertaken at M-Level; the distinction between the M-Level award made after four years of full-time study and the separate Bachelor s exit award that recognises three years of full-time study. 3.3 Variations to Standard Regulations and Guidance Yes - see the Approved Variations to the University's Undergraduate Regulations: Page 6/39

7 4. Programme Outcomes Programme-level learning outcomes are identified below. Refer to Appendix I Curriculum Map for details of how outcomes are deployed across the programme. 4.1 Knowledge and Understanding On successful completion of this programme a student will have knowledge and understanding of: 1 modelling and design of computer-based systems for the purposes of comprehension, communication, prediction and the understanding of trade-offs 3 the criteria, requirements, specifications and practical constraints appropriate to specific problems in computer systems, information systems, embedded systems and distributed systems, and planning strategies for their solution 5 the extent to which a computer-based system meet the criteria defined for its current use and future development 7 the professional, moral, legal and ethical issues and considerations involved in the exploitation of computer technology 1 contemporary tools and techniques used in interface design 13 mathematical techniques in the design and development of software 14 tools and techniques used in the production of an information systems deliverable 16 the theoretical and practical capabilities of scalable non-relational and relational database systems 17 network communication and security in service oriented architectures 18 current and emerging standards in the design of server-based web technologies 2 the specification, design, implementation and evaluation of computer-based systems 21 evaluation mechanisms for problem solving strategies 22 abstracted models of systems structure, behaviour and purpose 23 industry-standard methods in human-computer interaction that inform the development of usable interfaces and enhance the user experience 24 the use of analysis tools to evaluate the efficiency and effectiveness of business processes 25 contemporary project management tools and techniques 26 the efficiency and effectiveness of decision support systems in business contexts 31 contemporary issues in the provision of web-based solutions with particular emphasis on social, cultural, ethical and legal aspects 32 fundamentals of data extraction with specific reference to strategic business intelligence 4 deep knowledge and understanding within the specified domain of the projects completed and students following the Sandwich variant of the award will, in addition, have knowledge and understanding of: Page 7/39

8 99 organizational structures and processes in context 4.2 Subject Specific Intellectual Skills On successful completion of this programme a student will be able to: 11 evaluate systems in terms of general quality attributes and possible trade-offs presented within the given problem 12 evaluate any risks inherent in the operation of computer-based systems with emphasis on ethical and privacy considerations 13 solve a range of different problems using appropriate academic and industry-centric strategies 14 engage appropriately in the production of an information systems deliverable 15 synthesise the roles of uncertainty, complexity, risk, and chaos in project management and models of project management in the context of their ability to mitigate project failure 16 characterise systems implementation strategies in the context of contemporary business requirements 14 analyse, assess and integrate appropriate theoretical frameworks with industrial practice 4.3 Subject Specific Practical Skills On successful completion of this programme a student will be able to: 21 design, implement and evaluate computer systems 22 deploy the tools used for the construction and documentation of computer-based applications for information systems 24 work as a member of a development team, recognising the different roles within a team and different ways of organising teams 25 select and apply tools and techniques appropriate to a range of service oriented architecture developments 26 apply models of systems structure, behaviour and purpose to organisational systems 27 select and apply standard user-centred design methods in the development and evaluation of prototypes and software applications across different platforms 28 implement scalable non-relational and relational databases that address the requirements of organisational information requirements 29 assess and formulate the development of web services and connectivity using industry standard techniques 21 solve a range of different problems using appropriate strategies 211 formulate a project plan, and update it appropriately in the course of its execution 212 engage appropriately in the production of an information systems deliverable 24 adopt a research-based approach to key skills in the field of information systems and students following the Sandwich variant of the award will, in addition, be able to: Page 8/39

9 22 adopt a professional approach in fulfilling work tasks. 4.4 Transferable Skills and Attributes On successful completion of this programme a student will be able to: 31 research public, industry and academic problem domains using appropriate methods and techniques 32 identify material from multiple published sources relevant to a chosen topic, and from it synthesise theories, principles or designs relevant to a practical, problem-solving project 33 deliver a presentation using appropriate professional standards with supporting documentation suitable for a wider audience 34 manage one's own learning and development including time management and organisational skills 35 evaluate the need for continuing professional development and lifelong learning 36 communicate succinctly to a range of audiences (orally or in writing) using rational and reasoned arguments 37 work effectively as a member of a team 39 meet the skill needs of contemporary industry with a wide range of development skills with emphasis on information systems 34 conduct research appropriate to masters level and report on findings with suitable depth and perception and students following the Sandwich variant of the award will, in addition, be able to: 32 adopt a professional approach in fulfilling work tasks For details of each module contributing to the programme, please consult the module specification document. Page 9/39

10 5. Learning, Teaching and Assessment Strategies 5.1. Learning and Teaching Strategy The programme is a four-year integrated Masters degree, comprising study modules from the undergraduate portfolio and study and project work at M-Level. The teaching and learning strategies adopted follow those of the equivalently named BSc (Hons) programme. Students follow the same diet of modules up to the end of Level 3. At Level 4, they conduct a significant large-scale individual project, investigate postgraduate research techniques and take additional subject specific and M-Level optional study modules. The teaching and learning strategy derives from the programme learning outcomes and is influenced by a school initiative to emphasize optionality and student choice in the context of an integrated suite of related programmes. Knowledge and understanding are developed in a number of ways: student engagement and participation in scheduled activities such as lectures and workshops; following directed reading and undertaking wider reading and study; through primary and secondary research activity such as using the physical library or the stock of on-line journals and e-books. Subject specific intellectual skills are developed in a number of ways: by engaging with the formative and summative assessment tasks; by peer review, self-appraisal and self-evaluation; being challenged to justify assumptions and recommendations made. Subject specific practical skills are developed in a number of ways: by using software development tools and programming environments; using both standard and less-popular applications for generation of documents; developing research techniques to analyse, evaluate and justify solutions. Transferable skills and attributes are developed in a number of ways: planning and executing activities; undertaking project work; managing time in routine and deadline situations; working as a member and as a leader of a team. Each student is assigned a personal tutor at the start of their programme. During the initial year the tutoring role is undertaken by a member of the teaching team. Students will have a weekly scheduled meeting with their tutor to discuss progress and to monitor performance and engagement and provide a forum for frank exchange and to ask questions and raise issues. Meetings will often take place in small groups of approximately six students but will occasionally be on an individual basis to promote open and free discussion. During the first year, students will be encouraged through a range of directed activities to develop their transferrable skills in particular communications, research skills, presentation skills and group work. Later in the programme all students will have a designated project supervisor who will take on the role of personal tutor. Students continue to have weekly access to their tutor on a scheduled basis throughout the remainder of their programme. Throughout all levels of study students are presented with opportunities to engage in tutorial support, either physically or virtually to ensure appropriate transferable and subject specific skills are appropriately developed. All personal tutors monitor the engagement of their tutees both in terms of attendance and academic performance. Tutors will discuss engagement with their tutees both informally and at certain key points in the calendar, on a more formal basis of progress review. Module tutors all publish surgery hours for students taking their modules and undertake to be available for these times to deal with questions about the content of the material. All modules host a site on the Virtual Learning environment where students can access information such as lecture slides, workshop tasks, hand-in dates for assignment work etc. Programme briefing documents, study and assessment materials for all modules are delivered via the VLE as part of a responsive, locally managed, service. In the early stages of the programme emphasis is placed on managed approaches to knowledge acquisition and the development of core understanding. The primary delivery vehicles at this stage are lectures. Plenary workshop activities provide an opportunity for review of material and practical Page 1/39

11 application. These devices attempt to establish important conceptual frameworks; to instil an appropriate value set and to provide a map of the discipline and those aspects that will be key foci for further study. Workshops and practical exercises more usually support skill development curricula and learning materials are used extensively to facilitate individually paced skill acquisition and development. The programme is largely common with other programmes, giving a broad basis of understanding, and the possibility of transfer to other related programmes. As the study programme progresses project-based and student-led/tutor directed approaches are introduced to encourage the notion of learner independence and to promote application of developing competencies. The tendency at this stage is for more modules to challenge student assimilation, ability to apply and critique. Options are introduced, allowing students to tune the programme to their own interests and abilities, drawing upon the material available from other programmes in the School. At Level 4 students are encouraged and expected to demonstrate a large degree of learner autonomy and critical reflection. The MComp Research Project, taken at Level four, gives students the opportunity to undertake a significant scale M-Level individual project, with strong elements of research and implementation. The MComp Research Project enables students to demonstrate their ability to build upon and exploit knowledge and skills gained in earlier stages of the programme. Furthermore it provides the opportunity for students to exhibit critical and original thinking based on a period of independent study and learning. Students will meet regularly with their supervisor throughout the project period. The research project is evaluated primarily through a dissertation; guidance on selecting the project and writing the dissertation is provided during the Research Methods study module. Learning in project based modules is typically negotiated between supervisor and student in an effort to establish scope and to specify assessment requirements. Opportunities for students to become familiar with and ultimately involved in research activity are actively promoted and supported by the University s Student As Producer initiative Assessment Strategy A wide range of assessment vehicles and styles are deployed; the assessment mode for each module is chosen to appropriately respond to subject content and learning outcomes and also to acknowledge the maturity and sophistication of the candidate group. Throughout the programme, but particularly at the early stages of Level 1, students are introduced to formative in-class testing as a means of both self-assessment and rehearsal of assessment technique. Examinations as tests of knowledge and understanding are deployed where appropriate. The curriculum also includes instances of multiple-choice, open book, closed book and practical/research-based time constrained assessment. Wherever an examination or a time-constrained test is scheduled a mock or sample test is always run to give students an indication of the style and level of the test being employed. In-course assessment techniques are equally varied and are targeted at individuals and, where appropriate, group submissions. Coursework portfolios are widely used at Level 1 and in practical modules as a mechanism for managing breadth and complexity and as an instrument for providing ongoing feedback. In their final level students undertake a substantial project activity that affords the opportunity for significant practical and research focused activity and assessment. Submissions of all coursework items take place by upload to the Virtual Learning Environment. Wherever appropriate, submissions are subject to plagiarism detection software: students are made aware of this and are provided with support and guidance concerning plagiarism and other academic offences. Tutors mark coursework via the VLE and feedback to students is provided through the same medium. The Assessment Map gives a top-level indication of the scheduling and distribution of assessment Page 11/39

12 modes within the programme. Details of module assessment strategy are included with each module specification. Page 12/39

13 6. Programme Structure The total number of credit points required for the achievement of Certificate of Higher Education (CertHE) is 12. The total number of credit points required for the achievement of Diploma of Higher Education (DipHE) is 24. The total number of credit points required for the achievement of Bachelor of Science with Honours (BSc (Hons)) is 36. The total number of credit points required for the achievement of Master of Computing (MComp) is 48. Level 1 Title Credit Rating Core / Optional Problem Solving Core Information Systems in Practice Core Maths for Computing Core Computer Architectures Core Web Authoring Core Web Applications Development Core Programming and Data Structures Core Level 2 Title Credit Rating Core / Optional Business Processes Core Database Systems Core Human-Computer Interaction Core Networks and Network Systems Core Professional Practice Core Group Project Core Project Management (Computing) Core Cloud Computing Core Study Period Abroad: Computer Science Optional Level 3 Title Credit Rating Core / Optional Project (Computer Science) Core Entrepreneurship and Innovation Core Entrepreneurship and Innovation Core Business Intelligence Core Critical Perspectives on Project Management Core Mobile Computing Optional Software Engineering Optional Autonomous Mobile Robotics Optional Level 4 Page 13/39

14 Title Credit Rating Core / Optional MComp Research Project Core Software Engineering (M) Optional Autonomous Mobile Robotics (M) Optional Advanced Cloud Computing Core Data Analytics and Visualisation Core Masters Title Credit Rating Core / Optional Advanced Programming Optional Advanced Software Engineering Optional Computer Vision Optional Machine Learning Optional Advanced Artificial Intelligence Optional Research Methods (MSc Computer Science) Core Mobile and Connected Devices Optional Page 14/39

15 Appendix I - Curriculum Map This table indicates which modules assume responsibility for delivering and ordering particular programme learning outcomes. Key: Delivered and Assessed Delivered Assessed Level 1 Computer Architectures Information Systems in Practice Maths for Computing Problem Solving Programming and Data Structures Web Applications Development Web Authoring PO1 PO3 PO5 PO7 PO13 PO14 PO16 PO17 PO18 PO21 Computer Architectures Information Systems in Practice Maths for Computing Problem Solving Programming and Data Structures Web Applications Development Web Authoring PO22 PO23 PO24 PO25 PO26 PO31 PO32 PO4 PO Computer Architectures Information Systems in Practice Maths for Computing PO Page 15/39

16 Problem Solving Programming and Data Structures Web Applications Development Web Authoring Computer Architectures Information Systems in Practice Maths for Computing Problem Solving Programming and Data Structures Web Applications Development Web Authoring PO21 PO21 1 PO21 2 PO22 PO Computer Architectures Information Systems in Practice Maths for Computing Problem Solving Programming and Data Structures Web Applications Development Web Authoring PO32 PO34 Level 2 Business Processes Cloud Computing Database Systems PO1 PO3 PO5 PO7 PO13 PO14 PO16 PO17 PO18 PO21 Page 16/39

17 Group Project Human-Computer Interaction Networks and Network Systems Professional Practice Project Management (Computing) Study Period Abroad: Computer Science Business Processes Cloud Computing Database Systems Group Project Human-Computer Interaction Networks and Network Systems Professional Practice Project Management (Computing) Study Period Abroad: Computer Science PO22 PO23 PO24 PO25 PO26 PO31 PO32 PO4 PO Business Processes Cloud Computing Database Systems Group Project Human-Computer Interaction Networks and Network Systems Professional Practice Project Management (Computing) Study Period Abroad: Computer Science PO Page 17/39

18 Business Processes Cloud Computing Database Systems Group Project Human-Computer Interaction Networks and Network Systems Professional Practice Project Management (Computing) Study Period Abroad: Computer Science PO21 PO21 1 PO21 2 PO22 PO Business Processes Cloud Computing Database Systems Group Project Human-Computer Interaction Networks and Network Systems Professional Practice Project Management (Computing) Study Period Abroad: Computer Science PO32 PO34 Level 3 Autonomous Mobile Robotics Business Intelligence PO1 PO3 PO5 PO7 PO13 PO14 PO16 PO17 PO18 PO21 Page 18/39

19 Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering Autonomous Mobile Robotics Business Intelligence Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering PO22 PO23 PO24 PO25 PO26 PO31 PO32 PO4 PO Autonomous Mobile Robotics Business Intelligence Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering PO PO21 PO21 PO21 PO22 PO24 Page 19/39

20 Autonomous Mobile Robotics Business Intelligence Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering Autonomous Mobile Robotics Business Intelligence Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering PO32 PO34 Level 4 Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) PO1 PO3 PO5 PO7 PO13 PO14 PO16 PO17 PO18 PO21 Page 2/39

21 Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) PO22 PO23 PO24 PO25 PO26 PO31 PO32 PO4 PO Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) PO Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) PO21 PO21 1 PO21 2 PO22 PO Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) PO32 PO34 Page 21/39

22 Masters Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) PO1 PO3 PO5 PO7 PO13 PO14 PO16 PO17 PO18 PO21 Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) PO22 PO23 PO24 PO25 PO26 PO31 PO32 PO4 PO Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) PO Page 22/39

23 Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) PO21 PO21 1 PO21 2 PO22 PO Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) PO32 PO34 Page 23/39

24 Appendix II - Assessment Map This table indicates the spread of assessment activity across the programme. Percentages indicate assessment weighting. Level Computer Architectures Information Systems in Practice Maths for Computing Problem Solving Programming and Data Structures Web Applications Development Web Authoring Computer Architectures Information Systems in Practice Maths for Computing Problem Solving Programming and Data Structures Web Applications Development Web Authoring Computer Architectures Information Systems in Practice Maths for Computing Problem Solving Programming and Data Structures Web Applications Development Web Authoring Page 24/39

25 Computer Architectures Information Systems in Practice Maths for Computing Problem Solving Programming and Data Structures Web Applications Development Web Authoring EP Computer Architectures Information Systems in Practice Maths for Computing Problem Solving Programming and Data Structures Web Applications Development Web Authoring Level Business Processes Cloud Computing Database Systems Group Project Human-Computer Interaction Networks and Network Systems Professional Practice Project Management (Computing) Study Period Abroad: Computer Science Page 25/39

26 Business Processes Cloud Computing Database Systems Group Project Human-Computer Interaction Networks and Network Systems Professional Practice Project Management (Computing) Study Period Abroad: Computer Science Business Processes Cloud Computing Database Systems Group Project Human-Computer Interaction Networks and Network Systems Professional Practice Project Management (Computing) Study Period Abroad: Computer Science Business Processes Cloud Computing Database Systems Group Project Human-Computer Interaction Networks and Network Systems Page 26/39

27 Professional Practice Project Management (Computing) Study Period Abroad: Computer Science EP Business Processes Cloud Computing Database Systems Group Project Human-Computer Interaction Networks and Network Systems Professional Practice Project Management (Computing) Study Period Abroad: Computer Science Level Autonomous Mobile Robotics Business Intelligence Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering Autonomous Mobile Robotics Page 27/39

28 Business Intelligence Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering Autonomous Mobile Robotics Business Intelligence Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering Autonomous Mobile Robotics Business Intelligence Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering EP Autonomous Mobile Robotics Page 28/39

29 Business Intelligence Critical Perspectives on Project Management Entrepreneurship and Innovation Entrepreneurship and Innovation Mobile Computing Project (Computer Science) Software Engineering Level Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) Page 29/39

30 Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) EP Advanced Cloud Computing Autonomous Mobile Robotics (M) Data Analytics and Visualisation MComp Research Project Software Engineering (M) Masters Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Page 3/39

31 Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) Advanced Artificial Intelligence Advanced Programming Advanced Software Engineering Computer Vision Machine Learning Mobile and Connected Devices Research Methods (MSc Computer Science) EP Page 31/39

32 Page 32/39

33 Appendix III - Benchmark Analysis This table maps programme learning outcomes to relevant QAA subject benchmark statements or PSRB guidelines. Knowledge and Understanding PO1 PO3 PO5 PO7 PO13 PO14 PO16 PO17 PO18 PO21 PO22 PO23 PO24 PO25 PO26 PO31 PO32 PO4 PO99 PO1 PO3 Comp1 Comp2 Comp3 Comp4 Comp5 Comp6 Comp7 Comp8 Comp9 Comp1 Comp11 Comp12 Comp13 Comp14 Comp15 Page 33/39

34 PO5 PO7 PO13 PO14 PO16 PO17 PO18 PO21 PO22 PO23 PO24 PO25 PO26 PO31 PO32 PO4 PO99 Subject Specific Intellectual Skills PO14 Comp1 Comp2 Comp3 Comp4 Comp5 Comp6 Comp7 Comp8 Comp9 Page 34/39

35 PO14 Comp1 Comp11 Comp12 Comp13 Comp14 Comp15 Subject Specific Practical Skills PO21 PO211 PO212 PO22 PO Comp1 Comp2 Comp3 Comp4 Comp5 Comp6 Comp7 Comp8 Comp9 Comp1 Comp11 Comp12 Comp13 Comp14 Comp15 Page 35/39

36 PO21 PO211 PO212 PO22 PO24 Transferable Skills and Attributes PO32 PO Comp1 Comp2 Comp3 Comp4 Comp5 Comp6 Comp7 Comp8 Comp9 Comp1 Comp11 Comp12 Comp13 Comp14 Comp15 Page 36/39

37 7 9 PO32 PO34 Page 37/39

38 Appendix IV: Benchmark Benchmark Statement(s) Page 38/39

39 Powered by TCPDF ( University of Lincoln Programme Specification - Master of Computing (MComp) Computer Information Systems Comp1 - Demonstrate a requisite understanding of the main body of knowledge for their programme of study Comp2 - Understand and apply essential concepts, principles and practice of the subject in the context of well-defined scenarios, showing judgement in the selection and application of tools and techniques. Comp3 - Produce work involving problem identification, the analysis, the design or development of a system with appropriate documentation, recognising the important relationships between these... Comp4 - Demonstrate transferrable skills and an ability to work under guidence and as a team member. Comp5 - Identify appropriate practices within a professional, legal and ethical framework and understand the need for continuing professional development. Comp6 - Discuss applications based upon the body of knowledge. Comp7 - Demonstrate a sound understanding of the main areas of the body of knowledge within their programme of study, with an ability to exercise critical judegment across a range of issues. Comp8 - Critically analyse and apply a range of concepts, principles and practice of the subject in an appropriate manner in the context of loosely defined scenarios, showing effective judgement in the selection and use of tools and techniques. Comp9 - Produce work involving problem identification, the analysis, the design or the development of a system, with accompanying documentation, recognising the important relationships between these... Comp1 - Demonstrate transferable skills with an ability to show organised work as an individual and as a team member and with minimum guidance. Comp11 - Apply appropriate practices within a professional, legal and ethical framework and identify mechanisms for continuing professional development and lifelong learning. Comp12 - Explain a wide range of applications based upon the body of knowledge. Comp13 - Creative and innovative in their application of the principles covered in the Comp14 - Able to contribute significantly to the analysis, design or the development of systems which are complex, and fit for purpose, recognising the important relationships between these. Comp15 - Able to exercise critical evaluation and review of both their own work and the work of others. Page 39/39

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