Student Positions for 2020 Spring and Monsoon
We are looking for research students in the areas of software systems and technologies. The research areas are listed below. Students as part of either BTP or as full time research assistants are eligible to apply.
Development of Virtual Labs
Experiments in different areas of computer science - automata and grammars, programming languages, data structures, machine learning, AI, compilers, operating systems and IOT - are developed as part of this project. The challenge is to define the structure of an experiment; build textual content, interactive artefacts, quizzes and videos to demonstrate and test the understanding of various concepts.
Component Driven Experiment Authoring
Today, an interactive artefact is a monolith. For example, an artefact to illustrate merging an array and an artefact to illustrate dividing an array have nothing in common. Both these artefacts do not use any reusable components. Therefore, the challenge is to build components that can be composed to illustrate a series of actions. The composition can be driven from a specification.
Development of Services
An experiment is instrumented with state trackers, loggers, analytics monitors, components that assist in grading and evaluating learner's performance, reactive elements representing the UI and UX of the phases and steps in an experiment, and such.
These trackers are connected to services. The effort here is build such services with a defined API.
Cloud architecture of Hosting Platform
Hundreds of experiments are already hosted and many more are in the process of being built and hosted. The effort here will involve: building a CI/CD environment using containerization of applications; allow setting up security and performance rules from a specification while maintaining a minimal resource footprint.
Experiment as a Service
Experiment as a service is a demonstration of packaging an experiment as a service. This entails both the definition of a common interface for all the experiments and building the runtime of an experiment that has the ability to track it's state, log the progress, capture analytics, authenticate and authorize. These trackers deposit data using services and provide the same data to the application consuming the experiment via an experiment service layer.
Interaction Design and User Experience of Virtual Labs
Virtual Labs is looking for students who can help design how an interactive artefact should be structured. It is an immense challenge to come up with the right interaction design to allow a rich user experience. Every experiment is a virtual learning environment and therefore will entail how the leaning artefacts are positioned for a greater impact. The starting point can be an analysis of UI and UX of several hundreds of existing experiments.
Analysis and visualization of Vlabs Outreach Data
Take a sample from a data of about 1L records to analyse usage and measure impact of virtual labs.
Development of Virtual Labs using VR/AR
Design virtual labs in VR/AR
Adaptible Vlab experiments
We are looking at building experiments that statically and dynamically adapt to a student's level and background. This works involves gather analytics and building ML algorithms as recommender systems.
Renarration of vlabs
Renarration of virtual labs by including local context (language, place, relevant examples, etc.) increases their usability. The project is to study, and design an interface for renarration of virtual labs and other learning environments.
S/W engineering and Literate Programming
Literate Programming (LP) is a way of combining code and narrative so as to increase programming comprehensibility.
LP and Programming Education
Analyse the impact of literate programming on learning programming.
LP and productivity and maintenance of s/w
Study the impact of LP intervention in the maintenance of s/w. This is an industry combined project.
Implementation of LP tools
One weakness of LP is lack of tools that integrate debugging of code via the source files, which are in plain text with code snippets interspersed. New programming environments will allow fixing code embedded in the narrative in order to reduce the write-test-debug cycle of code development.
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